# Connect your MCP client
Source: https://docs.aisim.sandboxaq.com/getting-started/connect-client
Step-by-step guides for connecting the SandboxAQ MCP Server to Claude Desktop, claude.ai, Claude Science, Claude Code, and Google Antigravity.
## Before you connect
This guide shows how to connect the SandboxAQ MCP Server to the client you work in. The SandboxAQ OAuth flow is the same everywhere — only the interface around it differs, so pick your client below and follow that section.
**In a hurry?** The [Quickstart](/getting-started/quickstart) has the condensed version — a handful of steps per client and nothing else. This page adds screenshots, client-specific caveats, and troubleshooting.
Client interfaces change frequently, so treat the steps below as a general guide. For the most accurate instructions, check the documentation for the client you're using.
### Sign up and get your MCP URL
Every client needs two things: your server URL, and an account to authenticate against. Both come from sign-up.
Go to [platform.aisim.sandboxaq.com/signin](https://platform.aisim.sandboxaq.com/signin) and sign up. You can register with an email address and password, or use Google social login.
Review and accept the terms on the subscription page to activate your account.
In the platform console, use the **Copy MCP URL** button in the top-right corner, or open **Account → MCP**. Keep it on your clipboard — every client below asks for it.
An initial amount of free credits is available without a card. Beyond that point, adding a payment method is required to unlock and continue using your remaining free credits — but the card isn't charged until those free credits are fully exhausted. After that, usage is billed pay-and-deduct, and requests fail with a `402` error if the balance reaches zero. See [Pricing](https://docs.aisim.sandboxaq.com/getting-started/pricing) for rates and current credit amounts.
Self-serve accounts all share the same server URL — `https://mcp.platform.aisim.sandboxaq.com` — which is what this page uses throughout. Enterprise accounts are issued their own host; use the URL shown in your platform console instead.
**Scope.** The pricing, limits, and legal terms ([Master Customer Agreement](/support-legal/mca), [Data Protection Addendum](/support-legal/dpa), [Privacy Policy](/support-legal/privacy)) linked from this site cover the **Individual self-serve** tier. **Enterprise** terms are negotiated separately — contact [mcp-prod@sandboxaq.com](mailto:mcp-prod@sandboxaq.com) to discuss enterprise contracts, SLAs, custom deployments, or volume commitments.
### How authentication works
Many scientific APIs authenticate with a static key passed as a request header. **The SandboxAQ MCP Server does not** — no API keys are issued, stored, or accepted. Every client authenticates *you* over **OAuth 2.0**: email and password, Google social login, or enterprise SSO through your organization's identity provider.
Practically, this means there is no secret to copy into a config file. The only thing you paste anywhere is your MCP URL; the sign-in happens in a browser window that your client opens for you, and the resulting session is scoped to your user and your account.
**Connecting the server and authenticating your user are two distinct steps.** Adding the server wires up the transport; you still need to complete an OAuth handshake before the client can call any tools. Skipping the handshake presents as `Unauthorized` errors or missing tools when you prompt the model.
| Client | Where you authenticate | What "connected" looks like |
| - | - | - |
| Claude Desktop / [claude.ai](http://claude.ai) | A browser tab opened by **Add connector** — click **Allow Access**, then sign in | The connector shows **Connected ✓**, and its toggle is blue under **+ → Connectors** in a chat |
| Claude Science | Inherited from your Claude account — the app asks to **Authorize** access to your connectors on first launch | **SandboxAQ** is listed and toggled on under **Connectors & skills** |
| Claude Code | `/mcp` → select `sandboxaq-mcp` → **Authenticate** → browser sign-in | `/mcp` lists the server as authenticated and shows its tools |
| Google Antigravity | A browser prompt after you add the server and click **Refresh** | The server appears under **Installed MCP Servers** with its tools listed |
## Set up your client
The SandboxAQ OAuth flow is identical in every client; only the surrounding interface changes. Pick the client you work in.
Use this method to connect from the standard Claude chat interface. The SandboxAQ MCP Server is a **remote connector**, and connectors are stored on your Claude account — so the steps below are identical in the Claude Desktop app and at [claude.ai](https://claude.ai), and configuring one configures both.
Open [claude.ai](https://claude.ai) or the Claude Desktop app and sign in with your Anthropic account.
Click your profile icon, choose **Settings**, then go to **Customize → Connectors** — or go directly to [claude.ai/customize/connectors](https://claude.ai/customize/connectors).
Click **Add → Browse connectors**, search for **SandboxAQ**, and select it. Click **Connect**, paste the MCP URL you copied above, and click **Continue**. If your workspace administrator has already published the connector, it appears in the list directly — just click **Connect**.
A new browser tab opens. Click **Allow Access**, then sign in with your SandboxAQ credentials (email and password, or Google). When the handshake finishes you are returned to Claude and the connector shows **Connected ✓**.
Open a new chat, click the **+** button at the bottom of the composer, choose **Connectors**, and confirm the SandboxAQ toggle is on (blue). Claude now has access to the SandboxAQ tools in that conversation.
**Tired of approving every call?** The first time Claude invokes a SandboxAQ tool it asks you to confirm, and a single prompt often triggers several tool calls. To stop re-approving, go back to **Settings → Connectors**, select the SandboxAQ connector, and switch **Needs approval** to **Always Allow**.
**Turn off "Lazy load tools."** Lazy loading defers loading the tool schemas until Claude thinks it needs them, which makes tool selection less reliable. In **Settings → Connectors → SandboxAQ MCP Server**, set **Lazy load tools** to **off** and restart Claude. See [Improving tool-invocation reliability](/mcp-server/mcp-server#improving-tool-invocation-reliability) for the full explanation.
**Verify the connection.** Ask Claude:
```text theme={null}
What tools do you have available from SandboxAQ?
```
Claude should enumerate `aqcat` and the four AQPotency tools — `AqpotencyPotency`, `AqpotencyScreen`, `AqpotencyScan`, and `AqpotencySelectivity` — along with their descriptions.
**Try it:** *"Predict the binding potency of CC1=CC=C(C=C1)S(=O)(=O)N against protein P00533."* More in [Run your first query](#run-your-first-query).
[Claude Science](https://claude.com/product/claude-science) is a desktop research application that runs analyses, searches databases, and traces its work. It uses the connectors on your Claude account rather than defining its own, so the SandboxAQ MCP Server carries over automatically once it is connected.
**Prerequisite.** Complete the **Claude Desktop and claude.ai** tab first. Claude Science has no place to paste an MCP URL — it reads the connectors already attached to your Claude account.
Go to [https://claude.com/product/claude-science](https://claude.com/product/claude-science), click **Download now**, and install the app for your platform.
Launch Claude Science and choose **Sign in with Claude.ai** — use the same Claude account that holds the SandboxAQ connector. (**Paste code instead** is the fallback if the app cannot open a browser for you.)
In the browser, Claude Science asks to connect to your Claude chat account and lists the permissions it needs — including **Use and manage your connectors**, which is what carries the SandboxAQ connection across. Click **Authorize**.
On **Set up Claude for your science**, click **Continue**. On **Connect to the scientific web**, choose which public sources Claude may reach — papers, sequences, structures, and the databases behind them — then click **Continue**.
On the **Connectors & skills** screen, find **SandboxAQ** in the connector list and make sure its toggle is on, then click **Continue**.
Describe your field on **What do you work on?** (for example, *"I am a catalysis scientist working with homogeneous and heterogeneous systems"*). On **Where should we start?**, pick a first task — **Run in silico experiments with MCP server tools** is the relevant one here — and click **Start**.
**Turn off "Lazy load tools."** Claude Science inherits this setting along with the connector, so it has to be changed on your Claude account — in **Settings → Connectors → SandboxAQ MCP Server** at [claude.ai](https://claude.ai) or in Claude Desktop, not in Claude Science itself. See [Improving tool-invocation reliability](/mcp-server/mcp-server#improving-tool-invocation-reliability) for the full explanation.
**Verify the connection.** In a Claude Science session, ask:
```text theme={null}
What tools do you have available from SandboxAQ?
```
Claude should list `aqcat` and the four AQPotency tools. If it does not, open Claude Science's settings and re-check the connector toggle under **Connectors & skills**, confirm the connector still shows **Connected ✓** at [claude.ai/customize/connectors](https://claude.ai/customize/connectors), and check that **Lazy load tools** is off.
**Try it:** *"Scan CC1=CC=C(C=C1)S(=O)(=O)N against the `human_kinome`."* More in [Run your first query](#run-your-first-query).
Claude Code connects to the SandboxAQ MCP Server over Streamable HTTP. The only prerequisite is a working Claude Code installation.
**Register the server** (enterprise accounts: substitute your own host in the URL):
```bash theme={null}
claude mcp add sandboxaq-mcp --transport http https://mcp.platform.aisim.sandboxaq.com
# Confirm it was registered
claude mcp list
```
**Scope.** Claude Code asks where to register the server — local to the current directory, shared with the project, or for your user account. Choose **user** scope if you want the server available everywhere. Restart Claude Code after the change so it picks up the new configuration.
If you prefer editing configuration directly, the equivalent entry is:
```json theme={null}
// .mcp.json (project-scoped) or ~/.claude.json (user-scoped)
{
"mcpServers": {
"sandboxaq-mcp": {
"type": "http",
"url": "https://mcp.platform.aisim.sandboxaq.com"
}
}
}
```
Registering the server is not the same as signing in — complete the handshake before prompting:
Start Claude Code in your project directory (or any directory that inherits the user-scoped `~/.claude.json`).
Run `/mcp` inside the session to open the MCP server menu. Select `sandboxaq-mcp` and choose **Authenticate** — Claude Code offers the option whenever a server requires auth.
Claude Code opens the SandboxAQ sign-in page. Click **Allow Access** and sign in with your SandboxAQ credentials (email and password, or Google). No API key is involved.
Back in the session, re-run `/mcp` — `sandboxaq-mcp` should now show as authenticated and list its tools.
**Set `ENABLE_TOOL_SEARCH=true` before launching Claude Code.** Claude Code has no "lazy load tools" UI toggle; tool discovery is controlled by this environment variable, and without it Claude Code may fail to fetch the SandboxAQ tool schemas. See [Improving tool-invocation reliability](/mcp-server/mcp-server#improving-tool-invocation-reliability) for the shell export and the `env` block variant.
**Verify the connection.** As a functional check, prompt:
```text theme={null}
What tools do you have available from SandboxAQ?
```
Claude Code should enumerate `aqcat` and the four AQPotency tools — `AqpotencyPotency`, `AqpotencyScreen`, `AqpotencyScan`, and `AqpotencySelectivity`.
**Try it:** *"Use the AQCat tool to find the lowest-binding-energy configuration for N₂ on a cobalt-nickel (111) surface."* More in [Run your first query](#run-your-first-query).
Google Antigravity connects to remote MCP servers through a raw JSON config file rather than a connector UI, and it uses the `serverUrl` key where the Claude clients use `url`.
Open the **Agent** panel, click the **⋯** menu, then choose **MCP Servers → Manage MCP Servers → View raw config**. This opens `~/.gemini/config/mcp_config.json`.
Add the entry below and save the file.
```json theme={null}
// ~/.gemini/config/mcp_config.json
{
"mcpServers": {
"sandboxaq-mcp": {
"serverUrl": "https://mcp.platform.aisim.sandboxaq.com"
}
}
}
```
Back in **Manage MCP Servers**, click **Refresh** in the Installed MCP Servers list. `sandboxaq-mcp` should appear.
Complete the OAuth prompt when it appears and sign in with your SandboxAQ credentials (email and password, or Google). No API key is involved.
**`serverUrl`, not `url`.** Antigravity rejects the `url` key that the Claude clients use. This is the most common reason a server never appears in the list.
**Two limitations to know before you start.** File upload is not supported, so `AqpotencyScreen` cannot run at all — use [`AqpotencyScan`](/models/aqpotency#tools) or run the screen from a Claude client instead. Tool invocation is also inconsistent, so name the tool explicitly and supply every required parameter up front. Details: [Platform Compatibility](/mcp-server/platform-compatibility).
**Verify the connection.** Prompt:
```text theme={null}
What tools do you have available from SandboxAQ?
```
**Try it:** *"Scan CC1=CC=C(C=C1)S(=O)(=O)N against the `human_kinome`."* More in [Run your first query](#run-your-first-query).
## Run your first query
Once the tools are listed, you can run real calculations by describing what you want in natural language. The prompts below work identically in Claude Desktop, Claude Science, and Claude Code. Naming the tool explicitly — as these do — makes invocation substantially more reliable.
Each prompt below shows what comes back and what it costs. Run all four and you'll have spent under **\$2** in total.
### AQPotency — protein–ligand potency, panels, and selectivity
Predict the potency of a single compound against a single protein target:
```text theme={null}
Predict the binding potency of CC1=CC=C(C=C1)S(=O)(=O)N against protein P00533
```
**You get back** a predicted pIC₅₀ for that pair, its uncertainty (`potency_sigma`), and two applicability flags — `ligand_similarity` and `protein_in_training` — that tell you how much to trust the number. Cost: **\$0.01**.
Scan one compound across a whole protein panel:
```text theme={null}
Scan CC1=CC=C(C=C1)S(=O)(=O)N against the human_kinome
```
**You get back** all 604 kinases in the panel scored and ranked by predicted potency, so you can see what else the compound is likely to hit. Cost: **\$0.694**.
Assess selectivity against a named set of off-targets:
```text theme={null}
Assess the selectivity of CC1=CC=C(C=C1)S(=O)(=O)N against target Q15078 vs. off-targets Q6J9G0, Q13546, Q15768
```
**You get back** the on-target potency, each off-target's potency, and the fold-selectivity between them — including which off-target is the worst offender. Cost: **\$0.04**.
### AQCat — adsorption energies on catalyst surfaces
```text theme={null}
Use the AQCat tool to find the lowest-binding-energy configuration for N₂ adsorbed on a
cobalt-nickel (111) surface. Report the binding energy of the winning placement and
confirm whether the relaxation converged.
```
**You get back** the lowest-energy placement out of the five AQCat evaluates, its binding energy in eV, and a per-placement convergence flag so you can tell whether each relaxation finished within the step budget. Cost: **\$1.00** (one relaxation unit).
For the full catalog of tool-triggering prompts and worked examples with expected output, see [AQCat → Example Prompts](/models/aqcat#example-prompts) and [AQPotency → Example Use Cases](/models/aqpotency#example-use-cases).
## Other MCP clients
The SandboxAQ MCP Server works with any client that speaks the Model Context Protocol over Streamable HTTP transport. Point the client at your server URL and authenticate when prompted.
* **Anything else** — use your client's remote-MCP or HTTP-transport configuration with the URL `https://mcp.platform.aisim.sandboxaq.com`, then complete the OAuth prompt when it appears.
Config key names differ between clients: the Claude clients use `url`, Antigravity uses `serverUrl`. Watch for this if you're copy-pasting between configs.
## If something doesn't work
* **The connector shows "disconnected" even though the browser said it worked.** A known Claude Desktop UI-refresh delay. Toggle the connector off and back on in **Settings → Connectors**; if that doesn't clear it, sign out of Claude Desktop and back in. Full steps: [Desktop app showing 'Disconnected'](/mcp-server/mcp-server#desktop-app-showing-disconnected-after-successful-web-authentication).
* **`Unauthorized`, or no tools listed, in Claude Code.** Registering the server starts the transport but does not sign you in. Re-open `/mcp`, select `sandboxaq-mcp`, and run **Authenticate** again.
* **Claude answers from its own knowledge instead of calling a tool.** Turn off **Lazy load tools** (Claude Desktop and Claude Science) or set `ENABLE_TOOL_SEARCH=true` (Claude Code), name the tool explicitly in your prompt, and include the required parameters up front. See [Improving tool-invocation reliability](/mcp-server/mcp-server#improving-tool-invocation-reliability).
* **A call fails with `402`.** Your balance is exhausted. Add or update your payment method in the platform console; see [Pricing](/getting-started/pricing).
* **You pasted the wrong URL.** Re-copy it from **Account → MCP** in the platform console. It always has the form `https://mcp.platform.aisim.sandboxaq.com`.
Still stuck? Contact [support.aisim@sandboxaq.com](mailto:support.aisim@sandboxaq.com), or use the [contact form](/support-legal/contact).
## Next steps
How the server works, the full tool list, limits and quotas, security model, and support terms.
Parameter reference, supported bulks and adsorbates, and worked adsorption examples.
Potency, screening, panel scan, and selectivity tools, with panel definitions and output schemas.
Per-unit rates, tiers, and sample billing scenarios.
Short answers on supported clients, account setup, accuracy, privacy, and billing.
Enterprise sales, technical support, and privacy inquiries.
# Example Prompts
Source: https://docs.aisim.sandboxaq.com/getting-started/example-prompts
Copy-paste-ready prompts for AQPotency and AQCat — potency, selectivity, panel scans, library screens, surface adsorption, and composition ranking.
Now that you're connected, you can start asking questions about the scientific tools SandboxAQ provides. A good first prompt is:
> What tools do you have available from SandboxAQ?
The examples below are copy-paste ready prompts for exploring **AQPotency** (small-molecule potency, selectivity, and target scanning) and **AQCat** (catalysis and surface adsorption). Swap in your own SMILES, UniProt IDs, or surfaces as needed.
## AQPotency prompts
### Predict binding potency against a single target with AqpotencyPotency
> Predict the binding potency of `CC1=CC=C(C=C1)S(=O)(=O)N` against protein P00533.
### Scan a compound against a protein panel with AqpotencyScan
> Scan `CC1=CC=C(C=C1)S(=O)(=O)N` against the `human_kinome`.
### Assess selectivity against off-targets with AqpotencySelectivity
> Assess the selectivity of `CC1=CC=C(C=C1)S(=O)(=O)N` against target Q15078 vs. off-targets Q6J9G0, Q13546, Q15768.
### Rank a focused library with AqpotencyScreen
> I have a focused library of \~1,000 compounds. Upload the file, then use the `AqpotencyScreen` tool to rank the top 25 compounds by predicted potency against UniProt P00533 (EGFR) so I can shortlist them for docking. Include `ligand_similarity` and `protein_in_training` on each row.
Download Example CSV
### Profile a series with AqpotencySelectivity
> For the SMILES below, use the `AqpotencySelectivity` tool with `target_uniprot_id='P50613'` (CDK7) and `off_target_uniprot_ids=['P06493','P24941','P11802','Q00534','P50750']` (CDK1, CDK2, CDK4, CDK6, CDK9). Return per-off-target fold selectivity and the strongest-off-target summary.
>
> ```text theme={null}
> CN(C)CCN(Cc1ccccc1)c1ccccn1
> CN(C)CCN(Cc1cccs1)c1ccccn1
> CN(C)CCN1C(=O)c2ccccc2N(C)c2ccccc21
> CN(C)CCOC(=O)C(c1ccccc1)C1(O)CCCC1
> CN(C)CCOC(C)(c1ccccc1)c1ccc(Cl)cc1
> CN(C)CCOC(C)(c1ccccc1)c1ccccn1
> CN(C)CCOC(c1ccc(Cl)cc1)c1ccccn1
> CN(C)CCOC(c1ccccc1)c1ccc(Br)cc1
> CN(C)CCOC(c1ccccc1)c1ccccc1
> CN(C)CCOc1ccc(/C(=C(/CCCl)c2ccccc2)c2ccccc2)cc1
> CN(C)CC[C@@H](c1ccc(Br)cc1)c1ccccn1
> CN(C)CC[C@@H](c1ccc(Cl)cc1)c1ccccn1
> ```
## AQCat prompts
Each prompt below is documented in full — with the parameters your client sends and representative output — on the [AQCat Adsorption Spin](/models/aqcat#using) page.
### Find the lowest-energy adsorption configuration
> Use the AQCat tool to find the lowest-binding-energy configuration for N₂ adsorbed on a cobalt-nickel (111) surface. Report the binding energy of the winning placement and confirm whether the relaxation converged.
### CO oxidation on Cu(110)
> For a CO oxidation catalysis study, use the AQCat tool to find the most favorable adsorption configuration for CO on a copper (110) surface. Report the binding energy of the winning placement and how many placements relaxed to convergence.
### Compare H adsorption across Fe facets
> For a hydrogen evolution research question, use the AQCat tool to compare atomic hydrogen (H) adsorption across three iron surfaces — Fe (100), Fe (110), and Fe (111). Make one AQCat call per facet, then report the binding energy and convergence status for each, and identify which facet binds H most strongly.
### Rank a copper alloy series by CO binding energy
> For a CO oxidation screen, use the AQCat tool to rank four copper-based compositions — Cu, Cu-Zn, Cu-Ni, and Cu-Pd — by CO binding energy on the (111) facet. Make one AQCat call per composition, then report the binding energy and convergence status for each and rank them from strongest to weakest binding.
### Check whether spin polarization applies
> Use the AQCat tool to compute the binding energy of atomic nitrogen (N) on an iron (110) surface and on a platinum (111) surface. Report the `is_spin_off` flag for each alongside the binding energy, and tell me whether the two results can be compared to each other.
# Frequently Asked Questions
Source: https://docs.aisim.sandboxaq.com/getting-started/faq
Common questions about the SandboxAQ MCP Server: supported clients, account setup, enterprise plans, pricing and billing, and how to get support.
## General
The SandboxAQ MCP Server exposes SandboxAQ's proprietary scientific AI models as callable tools inside Claude and other MCP-compatible clients, so you can run high-accuracy scientific calculations conversationally. See the [SandboxAQ MCP Server overview](/mcp-server/mcp-server) for the full description.
Claude Desktop, [claude.ai](https://claude.ai), Claude Science, Claude Code, and Google Antigravity (part of Gemini Enterprise) all have documented setup flows — the [Quickstart](/getting-started/quickstart) has condensed steps for each, and [Connect your MCP client](/getting-started/connect-client) has the full walkthrough. Config details for [Google Antigravity](/mcp-server/mcp-server#google-antigravity) are on the SandboxAQ MCP Server page. Any other client that speaks the Model Context Protocol over Streamable HTTP can connect using the same server URL and OAuth flow.
No. Authentication is OAuth-based. You sign in with your SandboxAQ email and password or with Google. No API keys are issued or accepted.
AQPotency predicts how strongly a compound binds a protein target, and AQCat predicts how molecules adsorb onto catalyst surfaces, so you can rank compounds, screen libraries, and evaluate catalyst candidates without running the underlying simulations yourself. See the [AQPotency](/models/aqpotency) and [AQCat](/models/aqcat) articles for full descriptions.
AQPotency and AQCat address different scientific domains: AQPotency scores protein-ligand pairs for drug discovery, while AQCat computes adsorption energies on metal surfaces for catalysis and materials work. They are billed separately but share the same connection, login, and server URL. See the [Pricing](/getting-started/pricing) page for how each is metered.
No coding is required. You describe the result you want in plain language and your MCP client selects the appropriate tool and fills in the parameters for you, so the entire workflow runs conversationally. See [Connect your MCP client](/getting-started/connect-client) for worked examples.
No local compute is required. All inference runs on SandboxAQ-managed infrastructure, so you need only an MCP-compatible client and an internet connection to run calculations. See the [SandboxAQ MCP Server overview](/mcp-server/mcp-server) for how requests are executed.
## Access and setup
Self-serve: register at [platform.aisim.sandboxaq.com/signin](https://platform.aisim.sandboxaq.com/signin) with an email address and password or with Google, accept the subscription terms, and add a payment method. Your account is active immediately and your server URL is `https://mcp.platform.aisim.sandboxaq.com`. The [Quickstart](/getting-started/quickstart) walks through it.
Enterprise accounts are provisioned separately by the SandboxAQ team and are issued their own host — contact [mcp-prod@sandboxaq.com](mailto:mcp-prod@sandboxaq.com). See [Contact](/support-legal/contact) for other enquiries.
In the platform console under **Account → MCP**, or via the **Copy MCP URL** button in the top-right corner. Self-serve accounts use `https://mcp.platform.aisim.sandboxaq.com`; enterprise accounts are issued their own host.
See [Troubleshooting](/mcp-server/mcp-server#troubleshooting) for more.
## Enterprise plan
Enterprise is a negotiated annual plan for production R\&D, automated pipelines, and LLM-orchestrated workflows. It adds higher rate limits, structured support with defined response targets, priority model upgrades, and deployment options beyond shared managed access. The full Individual vs. Enterprise comparison is on the [Pricing](/getting-started/pricing#mcp-server) page.
Contact [mcp-prod@sandboxaq.com](mailto:mcp-prod@sandboxaq.com). Enterprise accounts are provisioned by the SandboxAQ team rather than through self-serve sign-up, and the terms — pricing, SLAs, deployment model, and volume commitments — are negotiated separately from the Individual tier terms published on this site.
Yes. Self-serve accounts all share one host, but each enterprise account is issued its own dedicated host, so your MCP URL will not match the one shown throughout this site. Enterprise URLs take the form `https://mcp.{tenant}.aisim.sandboxaq.com`, where `{tenant}` identifies your organization. Use the exact URL shown in your platform console under **Account → MCP**.
Dedicated onboarding, a technical account manager, and structured support with defined severity classes and first-response targets. See [Enterprise Tier Support](/support-legal/enterprise-tier-support) for support hours and the full severity table. Those terms apply to the Enterprise plan only — Individual-tier support is best effort through [support.aisim@sandboxaq.com](mailto:support.aisim@sandboxaq.com).
Enterprise customers can reach out about Cloud Marketplace containers on AWS, Azure, and GCP, which run in their own tenant and cloud hardware. Contact [mcp-prod@sandboxaq.com](mailto:mcp-prod@sandboxaq.com) to scope it.
## Trust and data
AQPotency is calibrated for ranking compounds rather than reporting absolute affinities, so predictions should be used to order candidates rather than treated as measured values. Every prediction returns a `potency_sigma` uncertainty estimate alongside `ligand_similarity` and `protein_in_training` applicability-domain signals at no additional cost. See [Interpreting Results](/models/aqpotency#interpreting-results) for guidance on reading them.
Each organization's requests and usage data are isolated on the platform, so cross-organization access is not possible. See the [Privacy Policy](/support-legal/privacy) and [Data Protection Addendum](/support-legal/dpa) for full details on how data is collected, used, and retained.
## Pricing and billing
New accounts include free credits for the first 30 days so you can evaluate both models before committing. Billing starts once your credits run out. See [Pricing](/getting-started/pricing) for per-call costs.
AQCat is billed at \$1.00 per Relaxation Unit. AQPotency is tiered: \$0.01 per pair for the first 10 pairs of a call, then \$0.001 per pair after that. See [Pricing](/getting-started/pricing) for worked examples.
Not on the Individual tier. Enterprise is \$50,000 / year per org or department and includes higher rate limits, an SLA, and dedicated support. See the [tier comparison](/getting-started/pricing#mcp-server).
Your balance is exhausted. Add or update your payment method in the platform console and retry.
## Support
**Individual tier:** email [support.aisim@sandboxaq.com](mailto:support.aisim@sandboxaq.com) or use the [contact form](/support-legal/contact). **Enterprise plan:** your technical account manager, or [mcp-prod@sandboxaq.com](mailto:mcp-prod@sandboxaq.com) for contracts, SLAs, and custom deployments.
On the Individual tier, support is best effort — we respond as quickly as we can, but no response time is committed. Committed support hours, severity classes, and first-response targets apply to the **Enterprise plan** only; see [Enterprise Tier Support](/support-legal/enterprise-tier-support).
# Pricing
Source: https://docs.aisim.sandboxaq.com/getting-started/pricing
Consolidated pricing reference for the SandboxAQ MCP Server and its Large Quantitative Models: AQCat Adsorption Spin (per-RU) and AQPotency (tiered per-pair).
*Updated August 2026*
## AQCat Adsorption Spin
Pricing for the AQCat Adsorption Spin model. For full product context (model architecture, supported inputs, and tool catalog), see the [AQCat Adsorption Spin article](/models/aqcat).
AQCat Adsorption Spin is priced on a **per-Relaxation Unit (RU)** basis. One RU = one complete dense adsorption workflow for a single bulk-facet-adsorbate combination. There are no upfront license fees or commitments required to get started.
**AQCat inference rate: \$1.00 / RU.** Compute and orchestration are included in the RU price. See [Limits & Quotas](/models/aqcat#limits) for per-call workload caps and rate limits.
**Individual vs Enterprise tier terms:** persona, platform fee, SLA, support, and deployment differences are consolidated in the [SandboxAQ MCP Server](#mcp-server) section below.
## AQPotency
Pricing for the AQPotency model. For full product context (model architecture, tool catalog, and result interpretation), see the [AQPotency article](/models/aqpotency).
AQPotency is priced per protein-ligand pair evaluated, based on a shared two-tier schedule that applies uniformly to all four tools (`AqpotencyPotency`, `AqpotencyScreen`, `AqpotencyScan`, `AqpotencySelectivity`).
A pair is one protein-ligand combination scored by the model. Each tool has specific per-call limits (see [Limits & Quotas](/models/aqpotency#limits)). Applicability-domain signals (`ligand_similarity`, `protein_in_training`) and the `potency_sigma` uncertainty estimate are included with every prediction at no extra cost.
### Tiered per-pair pricing
| Tier (per call) | Rate | Reference |
| - | - | - |
| **First 10 pairs** | \$0.01 / pair | \$1.00 per 100 pairs |
| **Pairs 11-10,000** | \$0.001 / pair | \$1.00 per 1,000 pairs |
**Each call starts a fresh tier.** A screen of 10,000 SMILES pays tier-1 pricing on its first 10 pairs; a screen that splits across two 5,000-SMILES calls pays tier-1 pricing **on each call** (an extra \$0.09 vs. a single batched call). Batch aggressively where possible.
**What counts as a pair (per tool):**
| Tool | What counts as a pair |
| - | - |
| `AqpotencyPotency` | 1 protein-ligand pair (the call itself is the pair) |
| `AqpotencyScreen` | Each SMILES in the library × the target |
| `AqpotencyScan` | Each panel protein × the ligand |
| `AqpotencySelectivity` | Each (on-target or off-target) × the ligand |
**Example call costs** (all follow the same tiered formula, `min(N,10) × $0.01 + max(0, N-10) × $0.001`):
* `AqpotencyPotency`, 1 pair = **\$0.01**
* `AqpotencyPotency`, 10 pairs = **\$0.10**
* `AqpotencyScreen` of 11 SMILES = **\$0.101**
* `AqpotencySelectivity`, 75 pairs = **\$0.165**
* `AqpotencySelectivity`, 100 pairs = **\$0.19**
* `AqpotencyScreen` of 750 SMILES = **\$0.84**
* `AqpotencyScreen` of 1,000 SMILES = **\$1.09**
* `AqpotencyScreen` of 1,001 SMILES = **\$1.091**
* `AqpotencyScreen` of 10,000 SMILES (per-call cap) = **\$10.09**
* `AqpotencyScan` against `bowes_safety_panel` (46 proteins) = **\$0.136**
* `AqpotencyScan` against `human_kinome` (604 proteins) = **\$0.694**
* `AqpotencyScan` against `proteome` (20,431 proteins) = **\$20.521**
Per-call workload caps still live in [Limits & Quotas](/models/aqpotency#limits); they're a limit on call size, not a billing unit. The 10,000-pair per-call cap applies to `AqpotencyScreen` only; `AqpotencyScan` runs against curated server-side panels and is not subject to that cap.
**Individual vs Enterprise tier terms:** persona, platform fee, SLA, support, and deployment differences are consolidated in the [SandboxAQ MCP Server](#mcp-server) section below.
## SandboxAQ MCP Server
The SandboxAQ MCP Server is the platform layer that hosts every SandboxAQ Large Quantitative Model (LQM) — AQCat, AQPotency, and future additions. Model usage is billed per tool as described above; the table below covers the platform-level tier positioning that applies across all models. For connection setup, tool catalog, and deployment options, see the [SandboxAQ MCP Server article](/mcp-server/mcp-server).
| | Individual | Enterprise |
| - | - | - |
| **Target persona** | Individual scientists, AI tool builders, evaluation & prototyping | Production R\&D, automated pipelines, LLM-orchestrated workflows |
| **Platform fee** | \$0 / month | \$50,000 / year (per org / department) |
| **Rate limits** | 10 RPM | 100 RPM |
| **Uptime SLA** | Best effort (no SLA) | Commercially reasonable enterprise commitments for hosted deployments |
| **Support** | Standard / best effort | Dedicated onboarding, technical account manager, structured enterprise support |
| **Model upgrades** | Not guaranteed | Priority access included |
| **Deployment** | Shared managed access | Hosted, partner platform, or customer-tenant container |
**Scope.** The pricing, limits, and legal terms ([Master Customer Agreement](/support-legal/mca), [Data Protection Addendum](/support-legal/dpa), [Privacy Policy](/support-legal/privacy)) linked from this site cover the **Individual self-serve** tier shown in the left column. **Enterprise** terms (right column) are negotiated separately. Enterprise customers can negotiate volume-based pricing, custom SLAs, customer-tenant deployment, and marketplace or procurement arrangements as part of a separate enterprise agreement. Contact [mcp-prod@sandboxaq.com](mailto:mcp-prod@sandboxaq.com) to discuss enterprise contracts, SLAs, custom deployments, or volume commitments.
# Quickstart
Source: https://docs.aisim.sandboxaq.com/getting-started/quickstart
Connect the SandboxAQ MCP Server to your MCP client and run your first calculation in minutes.
Register at [platform.aisim.sandboxaq.com/signin](https://platform.aisim.sandboxaq.com/signin) (enter your email and click the verification link sent to your inbox, or sign in with Google), and accept the subscription terms to activate your account. New accounts start with free credits — no payment method required. You can add one later from the dashboard when you're ready. Already signed in from the portal? Skip to **Copy your MCP URL**.
Your MCP server URL is `https://mcp.platform.aisim.sandboxaq.com`.
Setup differs by client. Pick yours below — **Claude Desktop / claude.ai**, **Claude Science**, **Claude Code**, or **Google Antigravity**. Claude Science builds on the **Claude Desktop / claude.ai** connector, so start with that tab. **Google Antigravity** is a component of the broader **Gemini Enterprise** ecosystem.
Open [claude.ai/customize/connectors](https://claude.ai/customize/connectors) — or profile icon → **Settings → Customize → Connectors**. Click **Add → Browse connectors**, search **SandboxAQ**, click **Connect**, paste your MCP URL, then **Continue**.
Click **Allow Access** and sign in.
In a chat, click **+ → Connectors** and toggle **SandboxAQ** on.
**Turn off "Lazy load tools."** Lazy loading defers the tool schemas until Claude thinks it needs them, which makes tool selection less reliable. In **Settings → Connectors → SandboxAQ MCP Server**, set **Lazy load tools** to **off** and restart Claude.
Inherits the connector from your Claude account — do the **Claude Desktop / claude.ai** tab first.
Install from [claude.com/product/claude-science](https://claude.com/product/claude-science), launch, and choose **Sign in with Claude.ai**.
Click **Authorize** — the app needs **Use and manage your connectors**.
During onboarding, confirm **SandboxAQ** is on under **Connectors & skills**.
**Tool invocation is inconsistent on Claude Science, and `Screen` is unavailable** because file upload is not supported. See [Platform Compatibility](/mcp-server/platform-compatibility).
**Set `ENABLE_TOOL_SEARCH=true` before you launch Claude Code.** There is no lazy-load toggle in the UI — tool discovery is controlled by this environment variable, and without it Claude Code may never fetch the tool schemas.
```bash theme={null}
export ENABLE_TOOL_SEARCH=true
# Or add to the server entry in .mcp.json / ~/.claude.json:
# "env": { "ENABLE_TOOL_SEARCH": "true" }
```
Run `claude mcp add sandboxaq-mcp --transport http https://mcp.platform.aisim.sandboxaq.com`. Claude Code asks where to register it — choose **user** scope to make the server available in every directory, not just this one. Restart Claude Code so it picks up the new configuration.
Run `/mcp`, select `sandboxaq-mcp`, choose **Authenticate**, then **Allow Access** and sign in.
Re-run `/mcp` — `sandboxaq-mcp` should now show as authenticated and list its tools.
In the **Agent** panel, click the **⋯** menu, then **MCP Servers → Manage MCP Servers → View raw config**.
Add the entry below and save. Antigravity uses `serverUrl` — not `url`.
```json theme={null}
{
"mcpServers": {
"sandboxaq-mcp": {
"serverUrl": "https://mcp.platform.aisim.sandboxaq.com"
}
}
}
```
Click **Refresh** in the Installed MCP Servers list, then complete the OAuth prompt when it appears.
[Full setup guide →](/getting-started/connect-client)
**Try it:**
```text theme={null}
Predict the binding potency of CC1=CC=C(C=C1)S(=O)(=O)N against protein P00533
```
```text theme={null}
Scan CC1=CC=C(C=C1)S(=O)(=O)N against the human_kinome
```
```text theme={null}
Use the AQCat tool to find the lowest-binding-energy configuration for N₂ adsorbed
on a cobalt-nickel (111) surface. Report the binding energy of the winning placement
and confirm whether the relaxation converged.
```
## What you get
The SandboxAQ MCP Server exposes five tools, all invoked for you — describe the result and your client picks the tool and fills in the parameters:
* **AQPotency:**
* **Potency** (one compound × one protein)
* **Screen** (many compounds × one target — up to 10,000)
* **Scan** (one compound × many targets — a curated panel or the proteome)
* **Selectivity** (vs. named off-targets)
* **AQCat**
* **Adsorption** (adsorbate on a catalyst surface, in eV)
**Not every tool works on every client.** `Screen` needs file upload, which Claude Science and Antigravity do not support, and tool invocation is less reliable on both than on Claude Desktop, claude.ai, or Claude Code. Check [Platform Compatibility](/mcp-server/platform-compatibility) before committing to a client.
Costs, expected output, and more prompts: [Run your first query](/getting-started/connect-client#run-your-first-query). Parameter references: [AQPotency](/models/aqpotency) and [AQCat](/models/aqcat).
## Not working?
Usually the server is connected but you're not signed in — authentication is a separate step. Re-run it for your client, then ask *"What tools do you have available from SandboxAQ?"* If your client answers but names no SandboxAQ tools, the schemas never loaded — turn **Lazy load tools** off in Claude Desktop, or set `ENABLE_TOOL_SEARCH=true` before launching Claude Code. Still stuck (connector disconnected, `402` errors, no tool calls)? See [Troubleshooting](/mcp-server/mcp-server#troubleshooting) or email [support.aisim@sandboxaq.com](mailto:support.aisim@sandboxaq.com).
# Overview
Source: https://docs.aisim.sandboxaq.com/index
Documentation hub for the SandboxAQ MCP Server and its scientific AI models — AQCat Adsorption Spin and AQPotency.
## SandboxAQ MCP Server
The SandboxAQ MCP Server connects Claude and other LLM clients directly to SandboxAQ's proprietary scientific AI models via the [Model Context Protocol](https://modelcontextprotocol.io). Scientists and engineers can run high-accuracy scientific simulations conversationally, without managing compute infrastructure or writing custom API integrations.
Connect your client and run your first calculation in minutes. Start here.
Full setup walkthroughs for Claude Desktop, claude.ai, Claude Science, and Claude Code.
Overview, tool reference, authentication, limits, and troubleshooting for the SandboxAQ MCP Server.
Fully automated dense adsorption workflow for heterogeneous catalyst pre-screening, powered by the AQCat25-EV2 MLP.
Ultrafast protein–ligand potency ranking — single pairs, library screens, panel scans, and selectivity profiling.
Per-unit rates, tiered per-pair pricing, and the Individual vs. Enterprise tier comparison.
## Support & Legal
Short answers on supported clients, account setup, accuracy, privacy, and billing.
Submit a support request to the SandboxAQ MCP team for access, technical issues, billing, or feature requests.
How SandboxAQ collects, uses, and protects information when you use the MCP Server API.
Terms and conditions governing Customer access to SandboxAQ Hosted Services and Professional Services.
GDPR and CCPA data processing terms governing how SandboxAQ handles Customer Personal Data.
## Getting Started
Register at [platform.aisim.sandboxaq.com/signin](https://platform.aisim.sandboxaq.com/signin) with an email address and password or with Google, accept the subscription terms, and add a payment method. New accounts start with **\$100 in free credits** for their first 30 days.
The [Quickstart](/getting-started/quickstart) has condensed steps for Claude Desktop, claude.ai, Claude Science, and Claude Code. [Connect your MCP client](/getting-started/connect-client) has the full walkthrough with troubleshooting.
Run an adsorption workflow with [AQCat Adsorption Spin](/models/aqcat), or rank protein–ligand potency with [AQPotency](/models/aqpotency).
Describe your scientific question in natural language and your client invokes the appropriate tool automatically — naming the tool explicitly makes that substantially more reliable.
**Scope.** The pricing, limits, and legal terms ([Master Customer Agreement](/support-legal/mca), [Data Protection Addendum](/support-legal/dpa), [Privacy Policy](/support-legal/privacy)) linked from this site cover the **Individual self-serve** tier. **Enterprise** terms are negotiated separately — contact [mcp-prod@sandboxaq.com](mailto:mcp-prod@sandboxaq.com) to discuss enterprise contracts, SLAs, custom deployments, or volume commitments.
# SandboxAQ MCP Server
Source: https://docs.aisim.sandboxaq.com/mcp-server/mcp-server
The SandboxAQ MCP Server connects Claude and other LLMs to SandboxAQ's proprietary scientific models — AQCat Adsorption Spin for surface chemistry and AQPotency for protein–ligand potency.
## Overview
The Model Context Protocol (MCP) allows SandboxAQ to connect securely with large language models (LLMs) and AI assistants, enabling scientists and engineers to run high-accuracy scientific calculations conversationally and receive structured, traceable scientific results.
The SandboxAQ MCP Server exposes SandboxAQ's proprietary scientific AI models as callable tools within Claude and other MCP-compatible clients. This enables R\&D teams to integrate scientific simulation directly into their existing AI-driven workflows without managing compute infrastructure.
## What is the SandboxAQ MCP Server?
The SandboxAQ MCP Server is a standardized, managed connection framework that lets AI chat applications securely invoke SandboxAQ's proprietary scientific tools.
Through the MCP, users and agents can:
* Ask scientific questions in natural language (e.g., "What is the most stable binding site for N₂ on a Co-Ni surface?").
* Retrieve structured scientific results — binding energies and per-placement convergence status — formatted for immediate use in LLM reasoning.
* Run complex multi-step adsorption workflows without writing code or managing GPU infrastructure.
* Integrate SandboxAQ model outputs with other data sources, notebooks, or agentic pipelines.
The SandboxAQ MCP Server enables all model access to happens under SandboxAQ's security, authentication, and audit controls. No model weights or proprietary data are exposed externally.
## How It Works
When a user submits an actionable query for the applicable SandboxAQ model through an LLM connected to the SandboxAQ MCP Server (for example, *"Calculate the adsorption energy of CO on a copper 111 surface"*), the MCP:
1. Parses the natural language input and maps it to the appropriate tool — `aqcat` for surface chemistry, or one of the four AQPotency tools for protein–ligand work.
2. Validates the request parameters and verifies the user's OAuth session.
3. Executes the calculation on SandboxAQ's managed GPU infrastructure using the AQCat Adsorption Spin model.
4. Returns a structured JSON response — including binding energies, convergence flags, and metadata — to the LLM.
5. The LLM incorporates the scientific result into its response, answer, or downstream reasoning.
The entire compute lifecycle happens on SandboxAQ infrastructure.
## Prerequisites
To access the SandboxAQ MCP Server through a compatible client, the following must be in place:
* An active SandboxAQ MCP Server account, created at [platform.aisim.sandboxaq.com/signin](https://platform.aisim.sandboxaq.com/signin).
* OAuth credentials — an email/password issued during sign-up, or a Google account for social login. Enterprise SSO via your organization's identity provider is optional and can be configured from the platform console.
* A supported MCP client: Claude Desktop, [claude.ai](https://claude.ai), Claude Science, Claude Code, or Google Antigravity (part of Gemini Enterprise). Any other client that speaks the Model Context Protocol over Streamable HTTP also works — Google Antigravity is covered below. See [Connect your MCP client](/getting-started/connect-client) for step-by-step setup.
**Scope.** The pricing, limits, and legal terms ([Master Customer Agreement](/support-legal/mca), [Data Protection Addendum](/support-legal/dpa), [Privacy Policy](/support-legal/privacy)) linked from this site cover the **Individual self-serve** tier. **Enterprise** terms are negotiated separately — contact [mcp-prod@sandboxaq.com](mailto:mcp-prod@sandboxaq.com) to discuss enterprise contracts, SLAs, custom deployments, or volume commitments.
## Using the SandboxAQ MCP Server
The SandboxAQ MCP Server can be used by any AI agent or LLM that supports the Model Context Protocol. This enables researchers, developers, and enterprise teams to invoke SandboxAQ's scientific AI models directly within their existing AI workflows while maintaining security and IP protection.
### Example Scenarios
* **LLM-Driven Research Assistant:** Connect your MCP client to the SandboxAQ MCP Server to answer questions like "Which platinum surface facet binds hydrogen most weakly?" without any manual setup.
* **Internal Copilot Integration:** Embed the SandboxAQ MCP Server into another internal agent to enable scientific planning and post-analysis of adsorption workflows.
* **Third-Party AI Platform:** Integrate SandboxAQ model inference into another MCP-based AI platform under your organization's governance controls.
### Setup Overview
Create your account at [platform.aisim.sandboxaq.com/signin](https://platform.aisim.sandboxaq.com/signin). You'll receive your server URL and credentials, and can optionally configure SSO from the platform console. Enterprise customers with negotiated terms: contact [mcp-prod@sandboxaq.com](mailto:mcp-prod@sandboxaq.com) instead.
Follow the client-specific instructions below to add your server URL.
Self-serve accounts use `https://mcp.platform.aisim.sandboxaq.com`. Enterprise accounts are issued their own host at sign-up — use the URL shown in your platform console.
SandboxAQ MCP authentication is OAuth-based. Sign in with your email and password, or use Google social login. No API keys are issued or accepted. Enterprise customers configuring SSO through their own identity provider — contact [mcp-prod@sandboxaq.com](mailto:mcp-prod@sandboxaq.com).
Once connected, ask your client: *"What tools do you have available from SandboxAQ?"* — it should list the available tools and their descriptions.
Use any of the example prompts in the [Usage Examples](#examples) section below.
### Claude Desktop UI (Remote MCP)
Navigate to **Settings → Connectors → Add Connector** and enter your server URL. Select **OAuth** as the authentication method and complete sign-in via your organization's SSO provider when prompted.
### Claude Code (CLI)
Add the SandboxAQ MCP Server to Claude Code via the `claude mcp add` CLI command, or by editing your project's `.mcp.json` (or `~/.claude.json`) directly.
**Connecting the server and authenticating your user are two distinct steps.** Adding the entry below wires up the transport; you still need to complete an OAuth handshake before Claude Code can call any tools. Skipping the handshake presents as `Unauthorized` errors or missing tools when you prompt the model.
```json theme={null}
// .mcp.json (project-scoped) or ~/.claude.json (user-scoped)
{
"mcpServers": {
"sandboxaq-mcp": {
"type": "http",
"url": "https://mcp.platform.aisim.sandboxaq.com"
}
}
}
```
**To authenticate after the server is configured:**
Start Claude Code in your project directory (or any directory that inherits the user-scoped `~/.claude.json`).
Run `/mcp` inside the Claude Code session, select `sandboxaq-mcp`, and choose **Authenticate** — Claude Code presents the option whenever a server requires auth.
Claude Code opens the SandboxAQ sign-in page. Sign in with your OAuth credentials (email + password, or Google social login). SandboxAQ does not issue or accept static API keys.
Back in the Claude Code session, re-run `/mcp` — the `sandboxaq-mcp` entry should now show as authenticated and list its available tools. As a functional check, prompt: *"What tools do you have available from SandboxAQ?"* Claude Code should enumerate `aqcat` and the four AQPotency tools.
**Getting `Unauthorized` or missing tools after connecting?** Re-open the MCP menu with `/mcp` and re-run the Authenticate step. Adding the server entry to `.mcp.json` or `~/.claude.json` starts the transport but does not sign you in — authentication is a separate action inside the Claude Code session. See also [Improving tool-invocation reliability](#improving-tool-invocation-reliability) if tools are missing after a successful authentication.
### Google Antigravity
In the Google Antigravity IDE, open the **Agent** panel, click the **⋯** menu, then **MCP Servers → Manage MCP Servers → View raw config** to open `mcp_config.json`. Add the entry below, save, and click **Refresh** in the Installed MCP Servers list.
Antigravity uses `serverUrl` for HTTP MCP servers — **not** `url`, which is what the Claude clients use. Watch for this if you're copy-pasting between client configs.
```json theme={null}
// ~/.gemini/config/mcp_config.json
{
"mcpServers": {
"sandboxaq-mcp": {
"serverUrl": "https://mcp.platform.aisim.sandboxaq.com"
}
}
}
```
### Availability in Other MCP Clients
The SandboxAQ MCP Server is compatible with any client that supports the Model Context Protocol over Streamable HTTP transport. Point your client at your server URL and authenticate when prompted.
## Available Tools
The SandboxAQ MCP Server exposes five tools across two Large Quantitative Models (LQMs). All five are **read-only inference operations** that perform no writes, modifications, or external side effects. Full parameter references and schemas are documented on the [AQCat Adsorption Spin](/models/aqcat) and [AQPotency](/models/aqpotency) pages.
| Tool | Model | Description |
| - | - | - |
| [`aqcat`](/models/aqcat) | AQCat | Fully automated dense adsorption energy screening. Returns the lowest binding energy across placements — with per-placement convergence status — for a given bulk material, adsorbate, and crystal facet. |
| [`AqpotencyPotency`](/models/aqpotency#tools) | AQPotency | Predict pIC₅₀ for a single protein–ligand pair from a UniProt accession and a SMILES string. |
| [`AqpotencyScreen`](/models/aqpotency#tools) | AQPotency | Score an uploaded SMILES library (up to 10,000 compounds) against a single target for virtual screening. |
| [`AqpotencyScan`](/models/aqpotency#tools) | AQPotency | Screen one ligand against a curated target panel (`human_kinome`, `bowes_safety_panel`, or `proteome`) for reverse screening and off-target triage. |
| [`AqpotencySelectivity`](/models/aqpotency#tools) | AQPotency | Compute on-target vs. off-target potency and fold-selectivity for one ligand against a named off-target list. |
The four AQPotency tools are **asynchronous** — each returns a `job_id` in 1–2 seconds, and results are retrieved by polling `check_job_status` and then calling `get_job_results`. Your MCP client handles this polling loop for you.
## Usage Examples
The following example shows a realistic AQCat prompt you can use once the SandboxAQ MCP Server is connected, along with the expected output. For the full catalog of tool-triggering example prompts, see the [AQCat → Example Prompts](/models/aqcat#example-prompts) section and the [AQPotency → Example Use Cases](/models/aqpotency#example-use-cases) section.
**Getting your client to call the tool consistently?** LLM tool selection is non-deterministic — see [Improving tool-invocation reliability](#improving-tool-invocation-reliability) below for the fix (enable tool discovery on your client, plus prompt-phrasing tips).
**User prompt**
> Use the AQCat tool to find the lowest-binding-energy configuration for N₂ adsorbed on a cobalt-nickel (111) surface. Report the binding energy of the winning placement and confirm whether the relaxation converged.
**What your client does**
Calls `aqcat` with `bulk_composition_contains: "Co-Ni"`, `adsorbates: ["*N2"]`, `facets: [[1,1,1]]`. Evaluates 5 placements and returns the global minimum.
**Expected output**
```text theme={null}
AQCat evaluated 5 placements for N₂ on Co-Ni (111) (bulk reference `mp-1183837`); the lowest-energy configuration is placement 4 with a **binding energy of approximately −0.43 eV**. All returned placements relaxed to convergence within the step budget (`is_relaxed: true`).
```
## Limits & Quotas
The following limits apply to all requests on the MCP endpoint. These are enforced server-side.
| Limit | Value |
| - | - |
| Bulks per request | 1 |
| Adsorbates per request | 1 |
| Facets per request | 1 |
| Placements per call | 5 (hard cap) |
| Max optimization steps | 100 per placement / 500 total |
| Target latency | \<15s per call / \<2 min total |
| Max response tokens | 25,000 |
## Pricing
Each model is metered on its own unit. There is no platform fee on the Individual tier.
| Model | Billing unit | Rate |
| - | - | - |
| AQCat (`aqcat`) | Per Relaxation Unit (RU) — 1 bulk × 1 facet × 1 adsorbate, ≤500 total steps | \$1.00 / RU |
| AQPotency (all four tools) | Per protein–ligand pair evaluated, tiered per call | \$0.01 / pair for the first 10 pairs of a call, then \$0.001 / pair |
Full rate card, worked billing scenarios, and the Individual vs. Enterprise tier comparison are on the [Pricing](/getting-started/pricing) page.
Detailed usage logs (timestamp, organization, molecule count, compute duration) are available upon request for billing reconciliation.
For enterprise accounts and volume pricing, contact [mcp-prod@sandboxaq.com](mailto:mcp-prod@sandboxaq.com).
## Troubleshooting
### Troubleshoot connection issues
If you're having trouble connecting to a service, try these steps:
1. Check that you have a stable internet connection.
2. Verify you have the right SandboxAQ-provided MCP URL.
3. Review any permissions or account type requirements for the service.
4. If authentication fails, try disconnecting and reconnecting from **Settings → Connectors → Add Connector**.
### Desktop App Showing 'Disconnected' After Successful Web Authentication
After disconnecting and reconnecting the SandboxAQ MCP Server from Claude Desktop, the Anthropic authorization popup may confirm the connection succeeded while the Claude Desktop app continues to display the connector as **not connected**. This is a known Claude Desktop UI-refresh delay — the underlying OAuth handshake completed successfully; the desktop client just failed to pick up the new state.
**Quick fix: toggle the connector off and back on in Claude Desktop settings.** In **Settings → Connectors → SandboxAQ MCP Server**, toggle the connector off, wait a moment, then toggle it back on. This forces the desktop client to re-read its connector state and pick up the successful OAuth handshake.
**If the toggle doesn't clear it, sign out of Claude Desktop and sign back in.** Fully signing out and back in forces the desktop client to re-fetch its connector state and the active tool list, at which point the SandboxAQ MCP Server will show as connected. Simply quitting and reopening the app is not always sufficient.
If the connector still shows as disconnected after signing back in, remove the connector entirely from **Settings → Connectors**, then re-add it via **Add Connector** using your SandboxAQ-provided MCP URL.
### Improving tool-invocation reliability
Large language models are non-deterministic when deciding whether to invoke an MCP tool. Even when a prompt clearly maps to a SandboxAQ MCP tool (`aqcat`, `AqpotencyPotency`, `AqpotencyScreen`, `AqpotencyScan`, `AqpotencySelectivity`), the model may occasionally answer from its own knowledge instead of calling the tool. The recommendations below make tool invocation substantially more consistent. The setup differs by client: **Claude Desktop** exposes a UI toggle; **Claude Code** requires an environment variable.
**Claude Desktop — disable "lazy loading" of MCP tools.** Lazy loading defers tool-schema loading until the model believes a tool is needed — which itself relies on the same non-deterministic decision. Turn it off so all SandboxAQ MCP tool schemas are always loaded and available for selection. In **Settings → Connectors → SandboxAQ MCP Server**, toggle **Lazy load tools** to **off**, then restart Claude Desktop.
**Claude Code — set `ENABLE_TOOL_SEARCH=true`.** Claude Code has no "lazy load tools" UI toggle; tool discovery for this MCP server is controlled by an environment variable. Without it, Claude Code may fail to fetch the SandboxAQ MCP tool schemas and can surface as tool-search errors or intermittent `429` rate-limiting during initialization. Export the variable in your shell before launching Claude Code, or add it to the server's `env` block in your Claude Code MCP config.
```bash theme={null}
# Shell (bash / zsh) — export before launching Claude Code
export ENABLE_TOOL_SEARCH=true
# Or add to the server entry in .mcp.json / ~/.claude.json:
# "sandboxaq-mcp": {
# "type": "http",
# "url": "https://mcp.platform.aisim.sandboxaq.com",
# "env": { "ENABLE_TOOL_SEARCH": "true" }
# }
```
**Prompt-phrasing tips** that reliably trigger the correct tool:
* **Name the tool explicitly.** Prefer *"Use the AQCat tool to calculate the binding energy of N₂ on Co-Ni (111)"* over *"What is the binding energy of N₂ on Co-Ni (111)?"*
* **Include the required parameters up front.** For AQCat: bulk composition, adsorbate, and facet. For AQPotency: SMILES and UniProt ID (or panel name).
* **Ask a scoped, computational question** rather than an open-ended one. *"Screen these 500 SMILES against P00533 with AqpotencyScreen"* triggers the tool more reliably than *"Which of these compounds bind EGFR?"*
* **Point at the SandboxAQ MCP Server by name** when a session has multiple MCP servers connected — the model otherwise weighs across all available tools.
* **If the model still doesn't call the tool, explicitly ask it to.** *"Please call the aqcat tool with the parameters above"* is a valid recovery prompt.
If the issue persists, contact [support.aisim@sandboxaq.com](mailto:support.aisim@sandboxaq.com).
## Permissions & Security
MCP queries run on behalf of the authenticated user, verified via OAuth 2.0. All compute runs on SandboxAQ-managed infrastructure — model weights are not transmitted to or accessible by end users.
* **IP Protection:** Model weights are encrypted and not exposed via the MCP interface. All inference occurs within SandboxAQ's secure compute environment.
* **OAuth 2.0:** Authentication is handled through OAuth — email/password, Google social login, or enterprise SSO via your organization's identity provider. No API keys are issued or stored.
* **Organizational Isolation:** Each organization's requests and usage data are isolated to prevent cross-organization data access.
* **Enterprise VPC deployment:** High-security enterprise clients may request deployment of the AQCat inference stack within their own VPC, providing zero-data-egress capabilities. This is an enterprise-only offering — contact [mcp-prod@sandboxaq.com](mailto:mcp-prod@sandboxaq.com) to scope a customer-VPC deployment.
## Privacy & Data
See the [SandboxAQ Privacy Policy](/support-legal/privacy) and the [Data Protection Addendum](/support-legal/dpa) for full details on how SandboxAQ collects, uses, and protects data related to your use of the MCP Server.
# Platform Compatibility
Source: https://docs.aisim.sandboxaq.com/mcp-server/platform-compatibility
Which MCP clients SandboxAQ has validated against the LQM tools, what works on each, and the known limitations.
## What "supported" means here
Support is defined **per platform, per tool, and per feature**. This page lists only the platforms on which SandboxAQ has validated tool calling and documented the known limitations.
All LQM tools on the [SandboxAQ MCP Server](/mcp-server/mcp-server) are generally compatible with any client that supports MCP tool calling and — where the tool requires it — file uploads. **Platforms not listed here should not be assumed supported.** They may work; SandboxAQ has not tested them.
Looking for setup steps rather than a support matrix? See the [Quickstart](/getting-started/quickstart) for the condensed version, or [Connect your MCP client](/getting-started/connect-client) for the full walkthrough.
## Tool coverage
Which of the [five SandboxAQ tools](/mcp-server/mcp-server#available-tools) have been validated on each platform.
| Tool | Claude Desktop | claude.ai | Claude Code | Claude Science | Google Antigravity |
| - | - | - | - | - | - |
| [`aqcat`](/models/aqcat) | ✅ | ✅ | ✅ | ✅ | ✅ |
| [`AqpotencyPotency`](/models/aqpotency#tools) | ✅ | ✅ | ✅ | ✅ | ✅ |
| [`AqpotencyScreen`](/models/aqpotency#tools) | ✅ | ✅ | ✅ | ❌ | ✅ |
| [`AqpotencyScan`](/models/aqpotency#tools) | ✅ | ✅ | ✅ | ⚠️ | ✅ |
| [`AqpotencySelectivity`](/models/aqpotency#tools) | ✅ | ✅ | ✅ | ✅ | ✅ |
**Legend:** ✅ validated · ⚠️ invokes, but not reliably · ❌ confirmed not supported
**On Claude Science tool invocation is inconsistent.** A call that fires correctly once may not the next time. Name the tool explicitly in your prompt and supply every required parameter up front — see [Improving tool-invocation reliability](/mcp-server/mcp-server#improving-tool-invocation-reliability).
## Platform capabilities
Capabilities that apply to a whole platform rather than to individual tools. Which tools work where is in [Tool coverage](#tool-coverage) above.
| Platform | Tested version | File upload | Result card |
| :- | :- | :- | :- |
| **Claude Desktop app** | `1.24012.9 (03c61d)` | ✅ | ✅ |
| **claude.ai (web)** | — | ✅ | ✅ |
| **Claude Code (CLI)** | — | ✅ | N/A |
| **Claude Science** | `0.1.27` | ❌ | ❌ |
| **Google Antigravity Desktop** | `2.8.0` | ✅ | ❌ |
The two columns mean:
* **File upload** — the platform can push a compound library through the upload-session flow (`upload_files` / `upload_local_files`) that `AqpotencyScreen` depends on. Without it, `AqpotencyScreen` cannot run.
* **Result card** — the platform renders the tool's structured output as a formatted result card rather than plain text. Marked **N/A** for Claude Code, whose terminal interface is text-only by design.
**`AqpotencyScreen` is unavailable wherever file upload is unsupported.** The tool takes an `upload_session_id`, not an inline compound list, so a platform that cannot upload a `.smi` or `.csv` library cannot call it at all. On Claude Science, use `AqpotencyScan` (one ligand against a curated panel) or run the screen from Claude Desktop, claude.ai, or Claude Code instead.
## Platform notes
The reference platforms. All five tools call reliably, library uploads work, and structured results render as cards.
Connectors are stored on your Claude account, so configuring one configures both. Setup: [Connect your MCP client → Claude Desktop and claude.ai](/getting-started/connect-client).
All five tools call reliably and file uploads work. There is no result card because the CLI renders text, not UI components — you get the same structured JSON, formatted by Claude in the transcript.
Setup: [Connect your MCP client → Claude Code](/getting-started/connect-client).
Tool invocation is **inconsistent**: `aqcat`, `AqpotencyPotency`, `AqpotencyScan`, and `AqpotencySelectivity` succeed some of the time but cannot be relied on. File upload is not supported, so `AqpotencyScreen` is unavailable, and results are returned as text rather than result cards.
Claude Science inherits its connectors from your Claude account, so the SandboxAQ connection carries over automatically once Claude Desktop or claude.ai is set up — and so does the **Lazy load tools** setting, which must be changed on your Claude account rather than inside Claude Science. Setup: [Connect your MCP client → Claude Science](/getting-started/connect-client).
If a call doesn't fire, name the tool explicitly in your prompt and supply every required parameter up front. See [Improving tool-invocation reliability](/mcp-server/mcp-server#improving-tool-invocation-reliability).
All five tools call reliably and file uploads work. There is no result card because they are currently unsuported.
Antigravity uses `serverUrl` for HTTP MCP servers — **not** `url`, which is what the Claude clients use. Config details: [SandboxAQ MCP Server → Google Antigravity](/mcp-server/mcp-server#google-antigravity).
## Platforms not listed
Any client that speaks the Model Context Protocol over Streamable HTTP can connect to `https://mcp.platform.aisim.sandboxaq.com` using the same OAuth flow. Those clients are **untested**, not unsupported: SandboxAQ has not validated tool calling or documented their limitations, so treat any behaviour there as unverified.
If you need a platform validated, tell us which one and how you use it — [support.aisim@sandboxaq.com](mailto:support.aisim@sandboxaq.com), or use the [contact form](/support-legal/contact). Enterprise customers with a platform requirement: [mcp-prod@sandboxaq.com](mailto:mcp-prod@sandboxaq.com).
## Reporting an issue
Found a platform-specific bug, or a tool that won't fire on a client listed above? Email [support.aisim@sandboxaq.com](mailto:support.aisim@sandboxaq.com) or use the [contact form](/support-legal/contact). Include your client and version, the tool you called, and the prompt you used — the version column above is the build each platform was validated against, so a mismatch is worth mentioning.
This is the standard support channel for the **Individual tier**, and it's best effort. Enterprise customers have separate terms and a named contact — see [Enterprise Tier Support](/support-legal/enterprise-tier-support).
## Next steps
Full setup walkthroughs, client-specific caveats, and troubleshooting.
How the server works, the full tool list, limits and quotas, and the security model.
Client settings and prompt phrasing that make tool calls fire consistently.
Short answers on supported clients, account setup, accuracy, privacy, and billing.
# AQCat Adsorption Spin
Source: https://docs.aisim.sandboxaq.com/models/aqcat
AQCat Adsorption Spin is a fully automated dense adsorption workflow powered by the spin-aware AQCat25-EV2 MLP — 0.12 eV MAE against DFT, results in minutes.
## Overview
**AQCat Adsorption Spin** is SandboxAQ's fully automated dense adsorption workflow for heterogeneous catalyst pre-screening. The workflow handles the full simulation pipeline — bulk selection, slab generation, adsorbate placement, and geometry optimization — and returns the lowest binding energy across placements in minutes, not hours.
It covers iron, cobalt, nickel, and the other magnetic elements that spin-unpolarized models get wrong. Those earth-abundant first-row transition metals sit behind ammonia synthesis and Fischer-Tropsch. Model an iron surface as non-magnetic and its binding energies and activation barriers come out wrong.
Energy and force calculations within the workflow are powered by the **AQCat25-EV2 MLP**, SandboxAQ's proprietary machine learning potential trained on high-accuracy DFT data. The MLP delivers near-DFT accuracy at a fraction of the compute cost — 0.12 eV MAE against DFT minimum adsorption energies, versus 0.28 eV for the pretrained EquiformerV2 baseline. For the training strategy and benchmark methodology, see [Scientific Methodology](#methodology); for dataset composition, see [The AQCat25 Dataset](#dataset).
That accuracy changes the unit of work. Lab screening moves at two to 30 catalysts per week; DFT lifts that by 10x to 100x; an MLIP at this accuracy takes it thousands of times further, which turns a candidate library from a research program into a batch job.
AQCat Adsorption Spin is available via the **SandboxAQ MCP Server** — SandboxAQ's fully managed server, optimized for LLM and agentic integration.
## What is AQCat Adsorption Spin?
AQCat Adsorption Spin is a **Large Quantitative Model (LQM)** — a modular, containerized scientific workflow that wraps SandboxAQ's proprietary AQCat25-EV2 MLP into a single, callable API. Unlike open-source alternatives that require custom scripting for orchestration, AQCat Adsorption Spin delivers an **end-to-end dense adsorption workflow** in one API call or tool invocation.
Through the SandboxAQ MCP Server, users can:
* Specify a bulk material by composition string (e.g., `"Co-Ni"`) — no Materials Project ID or crystal file required.
* Receive the lowest binding energy and per-placement convergence status within minutes, not hours.
* Screen catalyst configurations at a predictable, per-RU price.
* Integrate AQCat outputs directly into LLM-driven research workflows via Claude or other MCP clients.
## How It Works
A single **Relaxation Unit (RU)** represents one complete adsorption workflow for a single bulk–facet–adsorbate combination. The AQCat Adsorption Spin workflow automatically orchestrates:
1. **Bulk Selection:** The system queries an internal database of crystal structures. If you specify a composition string, it scores candidates by element fraction and selects the highest-scoring, lowest-energy bulk automatically. Explicit Materials Project IDs (`bulk_src_ids`) and internal database indices (`bulk_ids`) are also supported.
2. **Slab Generation:** A surface slab is constructed from the selected bulk using the specified Miller indices (facet).
3. **Adsorbate Placement:** The adsorbate molecule is placed in up to 5 distinct configurations on the slab surface.
4. **Geometry Relaxation:** Each placement is passed through the **AQCat25-EV2 MLP** for iterative geometry relaxation. The MLP computes energies and forces at each step until convergence or the maximum step limit is reached.
5. **Result Delivery:** Results are delivered as a `predictions` array in the poll response — one entry per placement, each containing the binding energy (`energy` in eV), convergence status (`is_relaxed`), and per-atom force convergence (`max_force`).
Jobs typically complete in **3–5 minutes** on NVIDIA A100 or T4 GPU hardware (observed range: 3–5 min; may be longer under high load).
**Unconverged placements:** Always check the `is_relaxed` field on each placement in the response before using its energy for analysis. Unconverged placements (`is_relaxed: false`) may have anomalously high energies and should be excluded from selectivity comparisons.
**Rate limits:** AQCat rate-limits concurrent submissions. Submit no more than **15 jobs in parallel** to avoid errors. If a rate-limit error occurs, wait \~10 seconds before retrying — rate-limit responses do not include a `Retry-After` header.
**Defining an RU:** An RU is consumed for each unique *bulk–facet–adsorbate combination*. Adding a second facet, a second adsorbate type, or a second bulk structure each consumes an additional RU.
## Using AQCat
**LLM tool invocation is non-deterministic.** Your client may occasionally answer an AQCat-shaped question from its own knowledge rather than calling the `aqcat` tool. Follow the setup and prompt-phrasing guidance below — and see [Improving tool-invocation reliability](/mcp-server/mcp-server#improving-tool-invocation-reliability) for the full write-up (including how to disable lazy loading in Claude Desktop, which is the single biggest reliability win).
### Setup
AQCat is reached through the SandboxAQ MCP Server, so there is nothing AQCat-specific to install. Connect the server once and the `aqcat` tool appears in your client alongside the AQPotency tools.
Sign up at [platform.aisim.sandboxaq.com/signin](https://platform.aisim.sandboxaq.com/signin), then follow the [Quickstart](/getting-started/quickstart) for your client — or [Connect your MCP client](/getting-started/connect-client) for the full walkthrough with screenshots and troubleshooting.
In **Settings → Connectors → SandboxAQ MCP Server**, set **Lazy load tools** to **off** so the `aqcat` schema stays loaded and your client selects it consistently. In Claude Code, set `ENABLE_TOOL_SEARCH=true` instead. See [Improving tool-invocation reliability](/mcp-server/mcp-server#improving-tool-invocation-reliability).
Ask your client: *"What tools do you have available from SandboxAQ?"* — it should list `aqcat` with its parameter descriptions.
Try: *"Use the AQCat tool to calculate the binding energy of N₂ on a Co-Ni (111) surface."*
The SandboxAQ MCP Server is a **remote connector**, added through **Settings → Connectors** — not an entry in `claude_desktop_config.json`. Claude Code is the exception: it registers the server with `claude mcp add` or a `.mcp.json` entry. Both flows are covered in [Connect your MCP client](/getting-started/connect-client).
### Improving Tool-Invocation Reliability
Two failure modes are common when asking your client about AQCat-shaped problems: (1) it answers from its own training data rather than calling the `aqcat` tool, and (2) it calls a different MCP tool that happened to sound relevant. Both are addressed by client configuration plus prompt hygiene.
* **Disable lazy loading in Claude Desktop** — the single most impactful fix. See [MCP → Improving tool-invocation reliability](/mcp-server/mcp-server#improving-tool-invocation-reliability) for the exact toggle.
* **Name the tool explicitly** in your prompt: *"Use the AQCat tool to…"* or *"Call `aqcat` with…"*.
* **Include the surface facet and bulk composition** in the prompt — e.g. *"Cu (110)"* or *"Co-Ni (111)"*. Ambiguous phrasing like *"on copper"* without a facet is more likely to be answered from prior training.
* **Ask a scoped, computational question** — *"What is the binding energy of…"* or *"Find the lowest-energy configuration for…"* triggers tool selection more reliably than *"How does X adsorb on Y?"*
* **If your client still answers without calling the tool, explicitly ask it to.** *"Please call the aqcat tool with the parameters above"* is a valid recovery prompt.
### Example Prompts
Realistic prompts you can issue once the SandboxAQ MCP Server is connected. Each prompt names the AQCat tool explicitly and surfaces the parameters (bulk composition, adsorbate, facet) that make the call converge on the same tool selection every time. The same five prompts appear in condensed form on the [Example Prompts](/getting-started/example-prompts) page alongside the AQPotency set.
**User prompt**
> Use the AQCat tool to find the lowest-binding-energy configuration for N₂ adsorbed on a cobalt-nickel (111) surface. Report the binding energy of the winning placement and confirm whether the relaxation converged.
**What your client does**
Calls `aqcat` with `bulk_composition_contains: "Co-Ni"`, `adsorbates: ["*N2"]`, `facets: [[1,1,1]]`. Evaluates 5 placements and returns the global minimum.
**Expected output**
```text theme={null}
AQCat evaluated 5 placements for N₂ on Co-Ni (111) (bulk reference `mp-1183837`); the lowest-energy configuration is placement 4 with a **binding energy of approximately −0.43 eV**. All returned placements relaxed to convergence within the step budget (`is_relaxed: true`).
```
**User prompt**
> For a CO oxidation catalysis study, use the AQCat tool to find the most favorable adsorption configuration for CO on a copper (110) surface. Report the binding energy of the winning placement and how many placements relaxed to convergence.
**What your client does**
Calls `aqcat` with `bulk_composition_contains: "Cu"`, `adsorbates: ["*CO"]`, `facets: [[1,1,0]]`. Automatically selects the lowest-energy copper bulk from the internal database.
**Expected output**
```text theme={null}
AQCat evaluated 5 placements for CO on Cu (110) (bulk reference `mp-30`); all 5 relaxed to convergence within 100 steps and the lowest-energy configuration is placement 1 with a **binding energy of approximately −0.74 eV**.
```
**User prompt**
> For a hydrogen evolution research question, use the AQCat tool to compare atomic hydrogen (H) adsorption across three iron surfaces — Fe (100), Fe (110), and Fe (111). Make one AQCat call per facet, then report the binding energy and convergence status for each, and identify which facet binds H most strongly.
**What your client does**
Makes three sequential calls to `aqcat`, one per facet, each with `bulk_composition_contains: "Fe"` and `adsorbates: ["*H"]`. Compiles results into a comparison table.
**Expected output**
```text theme={null}
AQCat H adsorption results across three Fe facets (bulk reference `mp-13`, 5 placements each, all relaxed to convergence):
Fe(110): **−0.50 eV** (strongest binding)
Fe(111): **−0.32 eV**
Fe(100): **−0.22 eV** (weakest of the three)
Fe(110) is the strongest H binder of the three and the most active candidate for hydrogen evolution — recommend Fe(110) for further validation.
```
**User prompt**
> For a CO oxidation screen, use the AQCat tool to rank four copper-based compositions — Cu, Cu-Zn, Cu-Ni, and Cu-Pd — by CO binding energy on the (111) facet. Make one AQCat call per composition, then report the binding energy and convergence status for each and rank them from strongest to weakest binding.
**What your client does**
Makes four sequential calls to `aqcat`, one per composition, each with `adsorbates: ["*CO"]` and `facets: [[1,1,1]]`. One bulk per call is a hard cap, so a composition series is always a sequence of calls, never a single request.
**Expected output**
```text theme={null}
AQCat CO adsorption results across four Cu-based compositions on the (111) facet (5 placements each, all relaxed to convergence):
Cu-Ni: **−1.28 eV** (strongest binding)
Cu-Pd: **−1.12 eV**
Cu: **−0.55 eV**
Cu-Zn: **−0.38 eV** (weakest of the four)
All four use the same CO gas-phase reference, so the ranking is valid. Cu-Ni and Cu-Pd bind CO substantially more strongly than pure Cu — likely too strongly for a CO oxidation catalyst, where the volcano peak favours intermediate binding.
```
**User prompt**
> Use the AQCat tool to compute the binding energy of atomic nitrogen (N) on an iron (110) surface and on a platinum (111) surface. Report the `is_spin_off` flag for each alongside the binding energy, and tell me whether the two results can be compared to each other.
**What your client does**
Makes two calls to `aqcat` with `adsorbates: ["*N"]`, one for `bulk_composition_contains: "Fe"` at `facets: [[1,1,0]]` and one for `"Pt"` at `facets: [[1,1,1]]`. Reads `is_spin_off` from each prediction to report which system was trained on spin-polarized data.
**Expected output**
```text theme={null}
AQCat N adsorption results (5 placements each, all relaxed to convergence):
Fe (110) (bulk reference `mp-13`): **−0.86 eV**, `is_spin_off: false` — spin polarization enabled
Pt (111) (bulk reference `mp-126`): **−0.31 eV**, `is_spin_off: true` — spin polarization disabled
Fe is in the spin-polarized element set (Ce, Co, Cr, Cu, Fe, Mn, Mo, Ni, Os, Ru, V, W), so its training data carries magnetic structure; Pt is not. Both energies use the same N₂ gas-phase reference, so comparing the two surfaces is valid — this is a same-adsorbate comparison, which is the only kind AQCat energies support.
```
## Request & Response Schemas
### Request Schema
```json theme={null}
{
"client_context_id": "user_internal_project_01",
"input_type": "dense_adsorption_workflow",
"system_parameters": {
"bulk_composition_contains": "Co-Ni",
"max_bulks": 1,
"adsorbates": ["*N2"],
"facets": [[1, 1, 1]]
},
"workflow_parameters": {
"max_steps": 100,
"placements": 5
}
}
```
### Response Schema
The polling endpoint returns one of two states. While the job is running (`is_terminal: false`), `predictions` is empty:
```json theme={null}
{
"job_id": "955ac259-ecab-4b9f-9f1a-abb347c4b863",
"tool_name": "query_aqcat",
"status": "running",
"is_terminal": false,
"progress_message": "Running... (45s elapsed)",
"elapsed_seconds": 45,
"predictions": []
}
```
When the job is complete (`is_terminal: true`), `predictions` contains one entry per placement. The `atoms` field is reserved for a future release and is currently returned as `null` — clients should rely on `energy`, `max_force`, and `is_relaxed` for analysis:
```json theme={null}
{
"job_id": "955ac259-ecab-4b9f-9f1a-abb347c4b863",
"tool_name": "aqcat",
"detail": false,
"predictions": [
{
"combo_key": "CO_mp-30_110_125_True",
"placement_idx": 1,
"energy": -0.7388379573822021,
"max_force": 0.03282981365919113,
"is_relaxed": true,
"is_spin_off": false,
"is_low_fi": false
}
]
}
```
**Response payload is compact.** Each `predictions` entry is a small flat object — `combo_key`, `placement_idx`, `energy`, `max_force`, and three boolean flags. The `atoms` field appears at `detail=true` but is currently always `null`; a future release will populate it with structural data for clients that need it. For all present-day analysis, use `energy`, `max_force`, and `is_relaxed` from the top-level prediction fields.
| Field | Type | Description |
| - | - | - |
| `combo_key` | string | Unique identifier encoding the bulk, facet, adsorbate, and placement configuration |
| `placement_idx` | integer | Zero-based index of this adsorbate placement configuration |
| `energy` | float (eV) | Binding energy in electronvolts — more negative means stronger adsorption |
| `max_force` | float (eV/Å) | Maximum atomic force magnitude at the final relaxation step |
| `is_relaxed` | boolean | `true` if the geometry fully converged; always verify before using energies for analysis |
| `is_spin_off` | boolean | `false` = spin-polarized DFT was used (systems containing Ce, Co, Cr, Cu, Fe, Mn, Mo, Ni, Os, Ru, V, or W); `true` = spin off |
| `is_low_fi` | boolean | `true` if low-fidelity fast-screening mode was used instead of the full MLP |
| `traj_file` | string | Server-side path to the relaxation trajectory file |
| `atoms` | object or `null` | Reserved for a future release; currently returned as `null` at `detail=true` and omitted at `detail=false`. When populated, will contain the relaxed structure (cell, positions, symbols, PBC, forces, magnetic moments, constraints). |
### Supported Input Formats
Exactly **one** bulk specification method must be provided per request. Providing zero or more than one will return a 400 error.
| Parameter | Key | Format | Example |
| - | - | - | - |
| Bulk (composition string) | `bulk_composition_contains` | Hyphen-delimited element string | `"Co-Ni"`, `"Fe"`, `"Pt-Ru"` |
| Bulk (Materials Project ID) | `bulk_src_ids` | Materials Project ID | `"mp-30"`, `"mp-2"` |
| Bulk (internal DB index) | `bulk_ids` | Integer index | `42` |
| Adsorbate | `adsorbates` | SMILES with `*` binding atom | `"*N2"`, `"*CO"`, `"*OH"`, `"*H"` |
| Facet | `facets` | Integer list or comma-separated string | `[1,1,1]`, `"1,1,0"` |
## Supported Inputs Reference
**Bulk composition matching:** `bulk_composition_contains` is a *contains-match*, not an exact stoichiometry match. For example, `"Pt3Fe"` and `"PtFe"` may both resolve to the same 1:1 PtFe structure in the Materials Project database. For exact composition control, use `bulk_src_ids` (Materials Project ID) instead of a composition string.
**Adsorbate validation:** If the submitted adsorbate is not in the supported list, AQCat may silently substitute it with a chemically similar adsorbate that *is* in the list — without returning an error. For example, `*C2H5` has been observed to resolve to `*CHCH2OH`. Always verify `info.adsorbate` in the response matches your input. Use only adsorbates from the supported list below to avoid silent substitution.
* `*C`
* `*C*C`
* `*CCH`
* `*CCH2`
* `*CCH2OH`
* `*CCH3`
* `*CCHO`
* `*CCHOH`
* `*CCO`
* `*CH`
* `*CH*CH`
* `*CH2`
* `*CH2*CH2`
* `*CH2*O`
* `*CH2CH2OH`
* `*CH2CH3`
* `*CH2OH`
* `*CH3`
* `*CH4`
* `*CHCH2`
* `*CHCH2OH`
* `*CHCHO`
* `*CHCHOH`
* `*CHCO`
* `*CHO`
* `*CHO*CHO`
* `*CHOCH2OH`
* `*CHOCHOH`
* `*CHOH`
* `*CHOHCH2`
* `*CHOHCH2OH`
* `*CHOHCH3`
* `*CHOHCHOH`
* `*CN`
* `*CO`
* `*COCH2O`
* `*COCH2OH`
* `*COCH3`
* `*COCHO`
* `*COH`
* `*COHCH2`
* `*COHCH2OH`
* `*COHCH3`
* `*COHCHO`
* `*COHCHOH`
* `*COHCOH`
* `*COOH`
* `*H`
* `*H2`
* `*N`
* `*N*NH`
* `*N*NO`
* `*N2`
* `*NH`
* `*NH2`
* `*NH2N`(CH3)2
* `*NH2NH2`
* `*NH3`
* `*NHNH`
* `*NNCH3`
* `*NO`
* `*NO2`
* `*NO2NO2`
* `*NO3`
* `*NONH`
* `*O`
* `*OCH2CH3`
* `*OCH2CHOH`
* `*OCH3`
* `*OCHCH2`
* `*OCHCH3`
* `*OCHO`
* `*OH`
* `*OH2`
* `*OHCH2CH3`
* `*OHCH3`
* `*OHNH2`
* `*OHNNCH3`
* `*ONH`
* `*ONN`(CH3)2
* `*ONNH2`
* `*ONNO2`
* `*ONOH`
* `*OOH`
* CH\*COH
* CH2\*CO
* CO\*COH
Ag, Ag11Hg9, Ag16Ge2Te12, Ag2, Ag2Au6, Ag2Cl2, Ag2F, Ag2Hg, Ag2Mo6Se6, Ag2Pb6, Ag2Pd2F12, Ag2Rh2F12, Ag3As, Ag3AsF12, Ag3Bi3S6, Ag3Bi3Te6, Ag3Bi8S13, Ag3Ge, Ag3Pd, Ag3Pt, Ag3Sb, Ag3SbTe4, Ag4, Ag4F6, Ag4Hg10, Ag4Hg4, Ag4S2, Ag5Au3S4, Ag6As2, Ag6F16, Ag6Hg2, Ag6Sb2, Ag6Se2, Ag8GeTe6, Ag8S4, Ag8Se4, Ag8W4S16, AgBi6S9, AgHg, AgMo6S8, AgMo6Se8, AgPb3, AgPbF6, AgPt3, AgSe, AgTe3, Al10Mo2, Al10W2, Al11Cr4, Al11Mn4, Al12Co4, Al12Fe2, Al12Fe4Si8, Al12Fe7, Al12Fe8Si4, Al12Ge10, Al12Mn2, Al12Mo, Al12Mo3, Al12Mo4, Al12Ni4, Al12Ru2, Al12W, Al12W3, Al13Cr4Si4, Al13Os4, Al16Cr10, Al16Fe10, Al16V10, Al18Ca2Ni2, Al18Co4, Al18Co5Ni3, Al18Co6Y4, Al18Cr6Si2, Al18Fe4, Al18Ir4, Al18Rh4, Al2, Al20Co8, Al20Fe4Ni4, Al20Mn6, Al2Ag4, Al2B2Mo2, Al2B2Ru3, Al2B2W2, Al2Cl8Cu2, Al2Co6, Al2CoIr, Al2CoNi, Al2CoOs, Al2CoRu, Al2Cr2Ge2, Al2Cu, Al2Cu2Se4, Al2Cu2Te4, Al2Cu6, Al2CuPd, Al2F6, Al2FeCo, Al2FeIr, Al2FeNi, Al2FeRh, Al2IrOs, Al2IrRu, Al2Mn2, Al2Mn2Ge2, Al2Mn2Pt2, Al2Mo6, Al2Ni4, Al2Ni6, Al2Ni8Ge2, Al2Ni9Pd, Al2NiPt, Al2NiRu, Al2Os, Al2OsRh, Al2PdRu, Al2Ru, Al2RuPt, Al2RuRh, Al2S4Cu2, Al2Se2Cl14, Al2Si2Ni4, Al2Si4Mo3, Al2Tl4F10, Al2V18Au4, Al2V4C2, Al2V6, Al2V8C6, Al2V8N6, Al2VNi9, Al2Zn, Al3Ag, Al3Cr, Al3Cu, Al3Cu2, Al3F9, Al3Ga, Al3Ga3Ni10, Al3Ge, Al3Ge3Mo3, Al3Ge9Mo6, Al3Mo8S16, Al3Ni2, Al3Ni20B6, Al3Ni2Pt, Al3Ni5, Al3Ni9C, Al3NiMo12, Al3Os2, Al3Ru2, Al3Si3Mo3, Al3SiMo12, Al3V, Al3Zn, Al3ZnCr8, Al3ZnNi12, Al4Cl16Cu2, Al4Co2Cl16, Al4Co2Y2, Al4Cr2S8, Al4CrNi15, Al4Cu15, Al4Cu16, Al4Cu2, Al4Cu2Ir2, Al4Cu4Cl16, Al4Cu6Se12, Al4Ge2W3, Al4Ni12C, Al4Ni15, Al4Ni15Ge, Al4Ni15Sb, Al4Ni15Sn, Al4Ni2Cl16, Al4Ni2Y2, Al4Ni3Pt, Al4Ni6, Al4Pd2Cl16, Al4Pd4, Al4Pt4, Al4Ru2, Al4Sc2Ni2, Al4Se6, Al4Si2Ag14, Al4Si6Fe6, Al4Si8Fe6, Al4Te6, Al4V2Cl16, Al5Cu5, Al5CuMo2, Al5CuS8, Al5CuSe8, Al5CuW2, Al5Ni2Zr, Al5Se8, Al6B2C2, Al6B2C6, Al6B4Ru8, Al6Co6Si8, Al6CoCu3, Al6Fe2, Al6GeW, Al6Sc4Ru2, Al6W3, Al7Ca3Cu2, Al8BC5, Al8CaCu4, Al8CaMn4, Al8Cr4Si3, Al8Cr4Y, Al8Cu4Y, Al8Fe4Y, Al8Mn4Y, Al8Mo3, Al8Ni2Y2, Al8ScFe4, Al8Si2C8, Al8Si4Mo6, Al9CaCo2, Al9Co2Sr, Al9Ge3W6, AlAg3, AlB2, AlBi, AlCo, AlCo2Hf, AlCo2Nb, AlCo2Ta, AlCoNi6, AlCr2, AlCr2B2, AlCr3B4, AlCr6Si, AlCrCo2, AlCrFe2, AlCrRu2, AlCu, AlCu3, AlCuAu2, AlCuNi6, AlCuPd2, AlCuPt2, AlCuRh2, AlF3, AlFe, AlFe2Ge, AlFe2Mo, AlFe2Si, AlFe2W, AlFe3, AlFe3H, AlFe4, AlFeCo2, AlFeIr2, AlFeRh2, AlGa3N4, AlGaCo2, AlGaRu2, AlGeRu2, AlIr, AlMn, AlMn2Co, AlMnAu2, AlMnCo2, AlMnCu2, AlMnFe2, AlMnNi2, AlMnPd2, AlMnPt2, AlMnRh2, AlMo4S8, AlNi, AlNi2Hf, AlNi2Nb, AlNi2Ta, AlNi2Zr, AlNi3, AlNi4As3, AlNi6Ge, AlNi6Pd, AlNiF5, AlNiGe, AlOs, AlReSi, AlRh, AlRu, AlS8Mo4, AlScCu2, AlScNi2, AlSi2Co2, AlSi3W2, AlSiMo6, AlSiNi6, AlSiRu2, AlSnF5, AlTiCo2, AlTiCu2, AlTiFe2, AlTiNi2, AlTlF4, AlV, AlV12Ge3, AlV12Si3, AlV12Sn3, AlV2, AlV3, AlV4S8, AlV6Ga, AlV6Ge, AlV6Sb, AlV6Sn, AlVCo2, AlVFe2, AlVMn2, AlVNi2, AlVOs2, AlVRu2, AlZnCu2, As2Cl2F16, As2P2, As2P2Os2, As2P2Ru2, As2Pb2F14, As2SrRu2, As3Zr3Ru3, As4Cu12S13, As4F12, As4Mo2, As4Mo4, As4Mo5, As4Os2, As4Os4S4, As4Os4Se4, As4PRh10, As4Ru2, As4Ru4, As4Ru4S4, As4Ru4Se4, As4W2, As6W4, As7Ni12K2, As8Pd10Pb2, AsP, Au, Au6F16, B11Rh18, B12As2, B12C3, B12P2, B12S, B13C2, B28, B2As2, B2AsP, B2Cl6, B2H12N2, B2H16N2, B2Mo2, B2Mo2W2, B2Mo4, B2Mo4C2, B2N2, B2P2, B2Pd12, B2Pd4, B2Pt3, B2Pt4, B2Rh2, B2W2, B2W4, B3H18N3, B4H12, B4Ir4Pd4, B4Mo2, B4Mo2Ru2, B4Mo4, B4Mo6, B4MoIr, B4MoRu2, B4Os2, B4OsW, B4Pd10, B4Pd12, B4Pd20, B4Rh8, B4Ru2, B4Ru2W2, B4W4, B5H9, B5Ir3W2, B6Ir4, B6Mo2, B6Os4, B6Rh14, B6Ru14, B6Ru4, B8Mo8Ir4, B8Mo8Os4, B8Mo8Ru4, B8Os4W8, B8Rh10, B8Se16, B8W4, Ba, Ba10Al4Ge14, Ba10Bi6, Ba10Cr2N10, Ba10Ga12, Ba10Hf4N12, Ba10In4Sb12, Ba10In8Bi10, Ba10P18, Ba10P8, Ba10Pb6, Ba10Sb6, Ba10Sb8, Ba10Ti4N12, Ba11Cd6Sb12, Ba12Al4As12, Ba12Al4P12, Ba12Ga4P12, Ba12Ge10N4, Ba12In10N2, Ba12In4As12, Ba12Sn8, Ba2, Ba2Ag2As2, Ba2Ag2Bi2, Ba2Ag2Sb2, Ba2Ag4, Ba2AgBi, Ba2AgSb, Ba2Al4, Ba2Al4Cl16, Ba2Al4Se8, Ba2Al4Te8, Ba2Al8S14, Ba2As12Pt8, Ba2As2Au2, Ba2As4Pd2, Ba2As4Pt2, Ba2Au4F16, Ba2Bi3, Ba2BiAu, Ba2C12, Ba2Ca3Al9, Ba2Ca6, Ba2Cd, Ba2Cd2Sb4, Ba2Cd2Sn2, Ba2Cd4, Ba2Cd4Pt2, Ba2Cd6, Ba2CdHg, Ba2CdPb, Ba2CdSn, Ba2Ce2N4, Ba2ClF3, Ba2Co4N4, Ba2Cu18Ge8, Ba2Cu18Sn8, Ba2Cu20P8, Ba2Cu2Bi2, Ba2Cu2P2, Ba2Cu2S4, Ba2Cu2Sn4, Ba2Cu4P8, Ba2CuN2, Ba2F6, Ba2Fe4As4, Ba2Fe4S6, Ba2Fe4Se6, Ba2Ga2H10, Ba2Ga2Sn2, Ba2Ge12, Ba2Ge4, Ba2Ge4Ru4, Ba2H4, Ba2Hf2N4, Ba2HfS4, Ba2Hg, Ba2Hg2Pb2, Ba2HgPb, Ba2In2Ga2, Ba2In3Au, Ba2In4Ir2, Ba2In4Pd2, Ba2In4Pt2, Ba2In4Rh2, Ba2In4Te8, Ba2La2Cl10, Ba2La2Si4, Ba2La4Cl16, Ba2La4S8, Ba2Li2P2, Ba2Li2Sb2, Ba2Li4Si2, Ba2Mg2, Ba2Mg2F8, Ba2Mg2Ge2, Ba2MgH6, Ba2MgIn, Ba2MgTl, Ba2Ni5Ge4, Ba2P20, Ba2P6, Ba2P8Au4, Ba2Pb2, Ba2Pd4, Ba2Pt2, Ba2Pt4, Ba2PtAu, Ba2Re2H18, Ba2RuN2, Ba2S4, Ba2Sb2Au2, Ba2Sb4, Ba2Sb4Au4, Ba2Sb6, Ba2SbAu, Ba2Si2, Ba2Sn2, Ba2Sn2Hg2, Ba2Sn6, Ba2SnHg, Ba2Te4, Ba2Ti2Se6, Ba2Tl4, Ba2Tl6, Ba2TlCd, Ba2V2S6, Ba2V2Se6, Ba2Y2Cl10, Ba2Y6Cl22, Ba2Zn10, Ba2Zn26, Ba2Zn2Bi4, Ba2Zn2Pb2, Ba2Zn2Si2, Ba2Zn2Sn2, Ba2Zn4, Ba2ZnCd, Ba2ZnIn, Ba2Zr2N4, Ba2Zr2Se6, Ba3Al2Ge2, Ba3Al2Si2, Ba3Al2Sn2, Ba3AsN, Ba3BiN, Ba3Ca, Ba3Cd2Sb4, Ba3CdHg10, Ba3Ge16Rh4, Ba3H12Ir2, Ba3Li4As4, Ba3Li4Bi4, Ba3Li4Sb4, Ba3Li4Sn8, Ba3Na, Ba3P2S8, Ba3SbN, Ba3Sr3Pb18, Ba3SrAg4, Ba3SrSn12, Ba4Al4, Ba4Al4F20, Ba4Al8Ge8, Ba4As2, Ba4As4Pt4, Ba4Au4, Ba4B4Pd16, Ba4Bi2, Ba4Ca4Pb4, Ba4Ca4Si4, Ba4Ca4Sn4, Ba4Cd2As4, Ba4Cd4As6, Ba4Cd4S8, Ba4Cd4Sb6, Ba4Cl8, Ba4Cr4F20, Ba4Cu2F12, Ba4Cu2H12, Ba4Cu6P8, Ba4Cu8Se8, Ba4Cu8Te8, Ba4Ga4Ge4, Ba4Ga8As8, Ba4Ga8P8, Ba4GaSn3, Ba4Ge2Se8, Ba4Ge4Pt4, Ba4H8, Ba4Hg24, Ba4In4, Ba4In8Au8, Ba4In8Sb16, Ba4La2Cl14, Ba4La4Cl20, Ba4Li4Ge8, Ba4Li4N4, Ba4Mg4Si4, Ba4Mg6F20, Ba4Mg6H20, Ba4Mg8Sn8, Ba4Na8Si16, Ba4Nb3Se12, Ba4P12, Ba4P4Ir4, Ba4P4Pd4, Ba4P4Se12, Ba4Pd4Cl16, Ba4Pt8S12, Ba4S12, Ba4S6, Ba4Sc8Te16, Ba4Si10N16, Ba4Si4Ge4, Ba4Si4N8, Ba4Si4Pt4, Ba4Si8Ir8, Ba4Si8Rh8, Ba4Sn4S12, Ba4Sn4S8, Ba4Sn8Bi4, Ba4Sn8S12, Ba4Sr4Bi12, Ba4Sr4Si16, Ba4Tl13Hg3, Ba4Tl8Hg8, Ba4V4N8, Ba4V4S12, Ba4Y2F14, Ba4Y8S16, Ba4Zn2Bi4, Ba4Zn2Sb4, Ba4Zn4Cl16, Ba4Zn8Sb8, Ba5Al5Pb, Ba5Ga4Se10, Ba5Hf4S13, Ba6Al6Ga4, Ba6Al8Pt8, Ba6As12, Ba6Ca2, Ba6Co2N6, Ba6Cr2S10, Ba6Fe6N10, Ba6Fe6Se14, Ba6Ga2N6, Ba6Ga4S12, Ba6Ge4N4, Ba6Hf5S16, Ba6Ir2N6, Ba6Li2In22, Ba6Li2N2, Ba6Mg23, Ba6Mo2N6, Ba6N2, Ba6Nb5S17, Ba6Os2N6, Ba6P12, Ba6P8, Ba6Sb2N2, Ba6Si4As8, Ba6Si9Ni3, Ba6Sn10, Ba6Sn2S10, Ba6Sn8Bi2, Ba6W2N6, Ba6Zr2F20, Ba7Al10, Ba7Al13, Ba8Al10, Ba8Bi6, Ba8Cd4Te12, Ba8CuSi16, Ba8Ge2N8, Ba8Ge4As8, Ba8Ge4S16, Ba8Hg4S12, Ba8Li4Ge12, Ba8Li4Si12, Ba8Mn2N8, Ba8Mn4S12, Ba8Mn4Te12, Ba8P12Pd4, Ba8P4Pd8, Ba8Pd4, Ba8Re4N12, Ba8Si16, Ba8Si4S16, Ba8V4N12, Ba8Zn4Se12, Ba8Zn4Te12, Ba8Zr2N8, Ba9Ag6, Ba9Au6, Ba9In4H, BaAl2Ge2, BaAl2Si2, BaAl2Te4, BaAl9Ni2, BaAlGe, BaAlSn, BaAs12Ru4, BaAs2Pd2, BaAsPd, BaAu5, BaB2Ir2, BaB2Rh2, BaB6, BaBi3, BaCa, BaCa3, BaCd2Ge2, BaCd2P2, BaCd2Sb2, BaCd3Ga, BaCo2Ge2, BaCr2As2, BaCu2S2, BaCu4As2, BaCu8As4, BaCu8P4, BaCuS2, BaFe2P2, BaFe2S4, BaGa2H2, BaGa3Sn, BaGa4, BaGaCu2, BaGaGe, BaGaSi, BaGe12Pt4, BaGe2Au2, BaGe3Ir, BaGe3Pd, BaGe3Pt, BaHg2Bi, BaHg2Pb, BaIn2Pt2, BaIn2Te4, BaIn3Pt, BaLaB12, BaLaMg6, BaLiAs, BaLiF3, BaLiH3, BaLiP, BaMg2As2, BaMg2In2, BaMg2N2, BaMg2P2, BaMg2Sb2, BaMg2Si2, BaMg3, BaMgIn3, BaMn2As2, BaMn2P2, BaMo6S8, BaNa2Pb, BaNa2Sn, BaNaHg2, BaNi12B6, BaNi2As2, BaNi2P2, BaNi2P4, BaNiSn3, BaP2Pd2, BaP2Ru2, BaP4Pd2, BaPb3, BaPd5, BaPt5, BaReH9, BaRhF6, BAs, BaS, BaSb12Os4, BaSb12Ru4, BaSb2Ru2, BaSi2, BaSi3Pt, BaSi6N8, BaSn3S4, BaSr, BaSr3, BaSr4, BaSrGa4, BaSrHg2, BaSrTl2, BaTe, BaTlHg2, BaYF5, BaZn, BaZn2P2, Bi2, Bi2C3N6, Bi2Te2Cl2, Bi3Pb, Bi4, Bi4C6N12, Bi4F12, Bi4F20, Bi4Pb6S12, Bi4Pb7Se13, Bi4Te3Se3, Bi6Te10Pb, Bi6Te4Cl20, Bi6Te4S2, Bi8, Bi8Pd8, Bi8Se4, Bi8Se9, BiMo6S8, BiPb, BIr, BiSb3Te6, BiTe3, BN, BOs, BP, BPS4, C12, C12N16, C16, C2, C2Al2Cr4, C2Cl2F6, C2Cr4Ga2, C2Cr6Ge2, C2Ge6Mo10, C2Mn6Ge2, C2V4As2, C2V4Ge2, C2V4In2, C2V6As2, C4, C4Al8Mo12, C4Mn10, C4Mo8, C4S14Cl12, C4Si4Mn20, C4V2Cr4, C4V8, C4W8, C5Ca4Ni3, C6N6Cl6, C8, C8Cr12, Ca10Al4Bi12, Ca10Cd2Cu4, Ca10Co4N12, Ca10Cu10, Ca10Cu2Pb6, Ca10Hg6, Ca10Os4N12, Ca10Re4N12, Ca10Ru4N12, Ca10Sn6, Ca10Ti4N12, Ca11Fe2N10, Ca11Mn2N10, Ca12Hg4, Ca14Hf2N12, Ca14In2N8, Ca14Re2N12, Ca14Sn2N12, Ca14Ti2N12, Ca14Tl2N8, Ca14Zr2N12, Ca20Rh4, Ca2AgBi, Ca2Al2F10, Ca2B4C4, Ca2B4H16, Ca2B4Ir4, Ca2B4Rh4, Ca2B4Rh5, Ca2B5Os3, Ca2Bi4Au12, Ca2C4, Ca2Cd4Cu18, Ca2Co2F10, Ca2Co2Si2, Ca2CoN2, Ca2Cr2N4, Ca2Cr4S8, Ca2Cu18Sn8, Ca2Cu2As2, Ca2Cu2Bi2, Ca2Cu2F10, Ca2Cu2Ga, Ca2Cu2In4, Ca2Cu2Sb2, Ca2Cu8P4, Ca2CuAg, Ca2CuRh, Ca2Fe10As6, Ca2FeH6, Ca2Ga2Cu2, Ca2Ga4Ni2, Ca2Ga6Co4, Ca2Ge4Pt4, Ca2H6Os, Ca2H6Ru, Ca2HgPb, Ca2In3Cu, Ca2In4Ni2, Ca2In8Ni2, Ca2La4S8, Ca2LaF7, Ca2Mg12Cd2, Ca2Mg12Zn2, Ca2Mg2, Ca2Mg4, Ca2MgIn, Ca2MgTl, Ca2Mn2F10, Ca2Mn2F8, Ca2Mn2Ge2, Ca2Mn2Sb4, Ca2Mn4S8, Ca2Mn4Sb4, Ca2Mo2N6, Ca2NF, Ca2Ni10H, Ca2Ni12As7, Ca2Ni21B6, Ca2Ni2Ge2, Ca2Ni2Ge4, Ca2Ni4, Ca2Ni4Ga6, Ca2Ni8B2, Ca2Pd2F8, Ca2PdN2, Ca2Sb4, Ca2Si14Ir6, Ca2Si3Ni, Ca2Sn4F12, Ca2SnHg, Ca2TlIn, Ca2V2F8, Ca2W2N6, Ca2Zn26, Ca3Ag3Sn3, Ca3B6Rh8, Ca3BiAu14, Ca3BN3, Ca3Fe2N4, Ca3Ge4Au7, Ca3Mg, Ca3Mg3, Ca3MgNi14, Ca3Ni4Ga4, Ca3Ni6Zn9, Ca3Ni7B2, Ca3Ni9, Ca3P6Ir6, Ca3Ti8S16, Ca4Ag4F20, Ca4Al4F20, Ca4B16, Ca4Bi4Pd4, Ca4Bi6Au20, Ca4C8, Ca4Co2N4, Ca4Cr2N4, Ca4Cu2N4, Ca4Cu4N4, Ca4Ge3Au5, Ca4Mg2, Ca4Mg3H14, Ca4Mg4Ge4, Ca4Mg4Pb4, Ca4Mn2N4, Ca4Mn4F20, Ca4Mn4Sb8, Ca4Ni14, Ca4Ni14P8, Ca4Ni20H, Ca4Ni2N4, Ca4Ni6Ge4, Ca4V2N4, Ca4V4F20, Ca4W2N4, Ca4W4F20, Ca5B3N6, Ca5Mg, Ca5Mn2N6, Ca5Ni17Ge8, Ca5Ni9As7, Ca5Ni9P7, Ca6Al4As8, Ca6Al6Si6, Ca6Bi16Pd8, Ca6C6Cl4, Ca6Cd16Pt8, Ca6Co2N6, Ca6Co6N10, Ca6Cr6N10, Ca6Cu16Sn8, Ca6Cu2Sn7, Ca6Cu6Sn6, Ca6Fe2N6, Ca6Fe6N10, Ca6Ge4Au18, Ca6Ge6Au16, Ca6Ge7Au15, Ca6In4N8, Ca6Mg6, Ca6Mn4N8, Ca6Mn6N10, Ca6Mo2N6, Ca6Ru4N8, Ca6W6N10, Ca7Mg6Si14, Ca7Ni4Sn13, Ca7Tl3N2, Ca8Cr2N8, Ca8Cr4N12, Ca8Cu4, Ca8Fe3N8, Ca8Mg4, Ca8Mg4N8, Ca8Mn2N8, Ca8Mn3N8, Ca8Mn4N12, Ca8Mo4N12, Ca8Ni8Ge6, Ca8Os2N8, Ca8Os4N12, Ca8P10Pd10, Ca8Ru2N8, Ca8Ru4N12, Ca8Si4S16, Ca8V2N8, Ca9Fe2N8, Ca9Mn2N8, Ca9Pd6, CaAl8Fe4, CaAs2F12, CaAs2Ru2, CaB2C6, CaB2Rh3, CaB4Pt6, CaB6, CaBPd3, CaC2, CaCdSn, CaCeC4, CaCeMg2, CaCeN2, CaCo2As2, CaCo2Ge2, CaCo2Si2, CaCr2F10, CaCr4S8, CaCu2As2, CaCu2Ge2, CaCu2Sn2, CaCu4As2, CaCu5, CaCuGe, CaCuSi, CaF2, CaFe2As2, CaFe2Si2, CaFe4Sb12, CaGe2, CaGe2Ru2, CaIn6Cu6, CaInCu4, CaLa, CaLaAg2, CaLaAu2, CaLaCd2, CaLaZn2, CAlCo3, CAlFe3, CAlMn3, CaMg14Al, CaMg14Ga, CaMg14Sn, CaMg14Zn, CaMg14Zr, CaMg15, CaMg2N2, CaMg5, CaMg6Zr, CaMgTl2, CaMn2As2, CaMn2Ge2, CaMn2Sb2, CaMn2Te3, CaMn3Al9, CaMn4S8, CaMnS2, CaMnSe2, CaMo6S8, CaNi12B6, CaNi2As2, CaNi2Ge2, CaNi5, CaNi5H, CaNiF6, CaNiH3, CaPtF6, CaSb12Os4, CaSbF6, CaSnF4, CaSnF6, CaTi4S8, CaTi8S16, CaTl2Cd, CaTlF3, CaV4S8, CaYPd2, CCo3Zn, Cd, Cd10S8Cl4, Cd10Te2S8, Cd12Ni12, Cd18Au6, Cd20Cu8, Cd2Au4F24, Cd2B4H16, Cd2Hg, Cd2Hg6, Cd2In4Se8, Cd2In6, Cd2P2S6, Cd3Cu2P10, Cd3Ga, Cd3Hg, Cd3In, Cd3Ni, Cd4Cu8, Cd4F8, Cd4Sn4N8, Cd5Te4S, Cd6Ga2, Cd6Pb2, Cd8Cu16, Cd8S2F12, Cd8Si2Se12, CdAgSb, CdCo3N, CdCu2Se2, CdCu3, CdF2, CdHg2, CdHg3, CdHgSe2, CdIn, CdIn3, CdMo6S8, CdMo6Se8, CdNi3C, CdNi3N, CdPb3, CdPb3Se4, CdPdF6, CdSnF6, Ce12Ga8, Ce2, Ce2Ag4, Ce2Al2Co15, Ce2Al2Si2, Ce2Al4, Ce2Al8Pd2, Ce2B4C4, Ce2B8Os8, Ce2Bi4Au2, Ce2Co10H6, Ce2Co2Ge2, Ce2Co2Ge4, Ce2Co2Sb4, Ce2Co8B2, Ce2Co8B8, Ce2CoRu3, Ce2Cu2Sb4, Ce2Cu2Si4, Ce2Cu4Si2, Ce2Cu5Ni5, Ce2CuSi3, Ce2Fe12Co5, Ce2Fe12P7, Ce2Fe17, Ce2Fe17C, Ce2Fe17C3, Ce2Fe18Si8, Ce2Fe2Co2, Ce2Fe2Sb4, Ce2Fe2Si2, Ce2Fe2Si4, Ce2Fe4, Ce2Ga2Co15, Ce2Ga2Fe15, Ce2Ga4Ni2, Ce2Ge2Bi4, Ce2Ge2Pd2, Ce2Ge3Rh, Ce2In8Co, Ce2In8Pd, Ce2Ir4, Ce2Mg4, Ce2Mn2Al2, Ce2Mn7Al10, Ce2Ni2Ge6, Ce2Ni8B2, Ce2NiGe3, Ce2P4Rh4, Ce2Pb2Au2, Ce2Pt2Rh2, Ce2Rh2, Ce2Ru2Rh2, Ce2Ru4, Ce2Sb4Au2, Ce2Si2Ge2, Ce2Si2Ni2, Ce2Si4, Ce2Si4Ag2, Ce2Si4Ru2, Ce2Sn4Ir4, Ce2Zn4, Ce2Zn4Co2, Ce2ZnNi2, Ce3Ga, Ce3Ga6Ni9, Ce3In, Ce3In3Ir3, Ce3In3Rh3, Ce3N6, Ce3Se6, Ce3Si4Ni4, Ce3Si4Pd4, Ce3Sn, Ce3Sn3Pt3, Ce3Sn3Rh3, Ce3Ta2N6, Ce3YRh4, Ce3Zn, Ce4As4Rh4, Ce4As8, Ce4B16, Ce4B4Ir10, Ce4Ge10Rh6, Ce4In2Ni4, Ce4In2Rh4, Ce4Mg2, Ce4Mg4Si8, Ce4Ni4B16, Ce4Ni4Ge4, Ce4Ni4Pt4, Ce4Ni4Sn4, Ce4Re4B16, Ce4Re6B12, Ce4Sc2Si4, Ce4Se8, Ce4Si2Ge2, Ce4Si4Ir8, Ce4SiRh12, Ce4Sn4Ru4, Ce4Y2Si4, Ce4ZrCo25, Ce5Fe2B6, Ce6Co16Si2, Ce6F24, Ce6Pt8, Ce8Au4, Ce8C12, Ce8W4C8, Ce8Zn8Rh8, Ce9Pt6, CeAg, CeAgAu2, CeAl2Si2, CeAl3Cu, CeAl3Pd2, CeAl3Pt, CeAl8Cu4, CeAl8Fe4, CeAlAg2, CeAlCu4, CeAlGa, CeAlNi4, CeAs2Pd2, CeB2Rh3, CeB6, CeBi3, CeBiPt, CeCd, CeCdCu, CeCdHg2, CeCo10Mo2, CeCo2As2, CeCo2Si2, CeCoGe3, CeFe10Re2, CeFe2Si2, CeFe4As12, CeFe4P12, CeFeGe3, CeGa2, CeGa2Cu3, CeGa2Ni3, CeGa3Ni, CeGaNi4, CeGe2Rh2, CeGe2Ru2, CeGe3Rh, CeGe5, CeIn7Pt2, CeInNi4, CeInPt4, CeMg16Al12, CeMg5, CeMn8Fe4, CeMnNi4, CeN, CeNi5, CeNiAs, CePdRh2, CeRe4Si2, CeS, CeScAl4, CeSe, CeSe2, CeSi2Ag2, CeSi2Au2, CeSi2Ir2, CeSi2Ir3, CeSi2Ni2, CeSi2Os2, CeSi2Pd2, CeSi2Pt2, CeSi3Rh, CeSn3, CeSnAu2, CeTiFe11, CeTl9Te6, CeYCo17, CeYPd6, CeZn2Ni3, CeZn5, CeZnAu2, CeZr3Mn8, Cl12Cr4Rb4, Cl12Cu4Rb4, Cl12Fe2Hf2, Cl12K4Cu4, Cl12K4Fe4, Cl12K4Mn4, Cl12K8Mn2, Cl12Te2Os, Cl14Fe2Se2, Cl15CoZr6, Cl16, Cl16Cu2Ga4, Cl16Fe4Cs4, Cl16K4Fe4, Cl18Rb6Mo4, Cl18W6, Cl2Co, Cl2Cu, Cl2Fe, Cl2Mn, Cl2V, Cl4, Cl4Cr2, Cl4CrCs2, Cl4Cu, Cl4Cu4Te8, Cl4F12, Cl6Cr2, Cl6Cu4Cs2, Cl6Fe2, Cl6Fe2Cs2, Cl6K2Mn, Cl6K2Mo, Cl6K2Os, Cl6Mo2, Cl6MoTl2, Cl6Ni2Cs2, Cl6Ni2Rb2, Cl6Rb2W, Cl6V2, Cl6V2Cs2, Cl7K3Mn2, Cl8Cu2Ga2, Cl8Cu8, ClCu, CMn3Ga, CMn3Ge, CMn3Sn, CMn3Zn, CMo, CN2Mn, CNi3Zn, Co, Co10B4P2, Co12B2P2, Co12B3, Co12B4, Co12Ge4C, Co12Mo12C2, Co12Mo12C4, Co12P4, Co12Si4Ge8, Co12W12N4, Co13Mo13, Co18V6, Co2, Co21B6W2, Co23B6, Co28, Co2As2S2, Co2As2Se2, Co2As4, Co2B4Mo, Co2B6Mo6, Co2B6Rh12, Co2B6W6, Co2Bi2Te2, Co2Cu2S8, Co2F6, Co2GaHf, Co2GaNb, Co2GaTa, Co2Ge2Sr, Co2Ge2Y, Co2Mo2P4, Co2NbSn, Co2Ni2Ge2, Co2Ni2S8, Co2Ni2Sb12, Co2Ni2Se8, Co2Ni2Te8, Co2Ni4S8, Co2Ni6, Co2NiN2, Co2NiSe4, Co2P2Pd2, Co2P2S6, Co2Pd, Co2Pd4Te4, Co2Pd6, Co2Pt2, Co2Re6, Co2Rh2S8, Co2Ru2S8, Co2S2, Co2Sb2, Co2Sb2Se2, Co2Sb2Te2, Co2Sb4, Co2SbAs, Co2SbTe, Co2Se2, Co2Se2Tl, Co2Se4, Co2Se4Cs4, Co2Se4Pd4, Co2Se4Rb4, Co2Sn4, Co2SnHf, Co2Te2, Co2Te4, Co2W4Cl20, Co2Y2, Co2ZnGe, Co2Zr6, Co3Ge2, Co3Ir, Co3Ni, Co3Ni3As3, Co3Ni3P3, Co3Ni3S8, Co3Ni6S8, Co3Ni9P4, Co3NiSb12, Co3ReB4, Co3Rh, Co3Se4, Co3Sn3, Co3SnC, Co3Ta, Co3W, Co4, Co4As12, Co4As4, Co4As4Hf4, Co4As4Rh4, Co4As4Se4, Co4As8, Co4B2, Co4B4, Co4B4Mo4, Co4B4W4, Co4Bi12, Co4Cu2Ge4, Co4F12, Co4Ga12, Co4GaY4, Co4Ge2, Co4Ge4, Co4Ge8, Co4H, Co4Hf2, Co4In12, Co4N, Co4Nb2, Co4Nb4Te8, Co4Ni4Te10, Co4P2S6, Co4P4S4, Co4P4Se4, Co4P4W4, Co4Re4B4, Co4S6, Co4S8, Co4Sb12, Co4Sb8, Co4Se4S4, Co4Se8, Co4Si12P12, Co4Si2Ge2, Co4Si4, Co4Si4Mo4, Co4Si4Ni4, Co4Sn12, Co4SnSb12, Co4Te8, Co4Te8Ta4, Co4Zr2, Co4Zr4In2, Co5CuS8, Co5NiS8, Co5Te6, Co6, Co6As3, Co6Ga18Y4, Co6Ga2Y6, Co6Ge6Zr, Co6H2, Co6Mo2, Co6N2, Co6Ni2, Co6Pt2, Co6Re8B8, Co6Ru2, Co6Se8, Co6Si2, Co6Si2Mo4, Co6Sn6Hf6, Co6W2, Co7Ge4, Co7Ge6Zr4, Co7Mo6, Co7Nb6, Co7NiP4, Co8Ge4, Co8Ge8Te8, Co8Mo12N4, Co8Mo16N4, Co8Sb8S8, Co8Se8As8, Co8W16C4, Co9Ga6Y3, Co9S8, Co9Se8, Co9Ta3, Co9Y3, CoAs2Zr6, CoB2Mo2, CoB2W2, CoCl2, CoGa2Zr6, CoH, CoHf, CoIr, CoMo12Se16, CoNbSb, CoNi, CoNi2Se4, CoNi3, CoNi5S8, CoNiAs2, CoNiAs4, CoNiN, CoNiPt2, CoNiSe2, CoNiTe2, CoNiTe4, CoPd, CoPd3, CoPt, CoPt3, CoRh, CoRh2Se4, CoRh3, CoRu, CoSbTa, CoSi4Ni, CoSi4Ni3, CoSnF6, CoSnRh2, CoTe2, CoTeSe, CoZn13, CoZrBi, Cr, Cr10Ag2S16, Cr10B4P2, Cr10B6, Cr10S12, Cr10S16, Cr10Si6B2, Cr10Si6C2, Cr10Te12, Cr11NiS16, Cr12BP3, Cr12C4, Cr12N16, Cr12P7, Cr12Sb4As8, Cr13Ga13, Cr18Co12, Cr20W3C6, Cr21Fe2C6, Cr21Mo2C6, Cr21W2C6, Cr22MoC6, Cr22WC6, Cr23C6, Cr2As2, Cr2As4, Cr2B2, Cr2B4Mo4, Cr2B8, Cr2C, Cr2Cl6, Cr2Co2B2, Cr2Co2Ge2, Cr2Co2Si4, Cr2Co4N6, Cr2CoSe4, Cr2CoTe4, Cr2Cu2S8, Cr2F10, Cr2F4, Cr2Fe2As4, Cr2Fe2B4, Cr2Fe2Ge4, Cr2Fe2P4, Cr2Fe2Si4, Cr2Fe4As12, Cr2FeS4, Cr2FeSe4, Cr2FeTe4, Cr2In4S8, Cr2Ir2C, Cr2Ir6, Cr2Mo2As4, Cr2N2, Cr2Ni3B6, Cr2Ni4N6, Cr2NiSe4, Cr2P2S8, Cr2P2Se6, Cr2P4W2, Cr2Rh2C, Cr2S2, Cr2S4, Cr2Sb2, Cr2Sb4, Cr2SbAs, Cr2Se10Nb2, Cr2Sn8Au2, Cr3As3Pd3, Cr3As3Rh3, Cr3B4, Cr3Co3As3, Cr3Fe3As3, Cr3FeAs4, Cr3Ge3Nb3, Cr3IrN, Cr3Ni3As3, Cr3Ni3P3, Cr3NiB6, Cr3NiP4, Cr3NiSb4, Cr3Rh3S8, Cr3Se4, Cr3Si2Mo3, Cr3SnS8, Cr3Te2Se2, Cr3Te4, Cr4Ag2S8, Cr4Ag2Te8, Cr4Ag4S8, Cr4As2, Cr4As4, Cr4As4Ru4, Cr4B2, Cr4B4, Cr4B6, Cr4B6W6, Cr4C6N12, Cr4Cd2Se8, Cr4Co2S8, Cr4Co4P4, Cr4Co4Si4, Cr4Cu2Se8, Cr4Cu2Te8, Cr4Cu3Se8, Cr4Cu3Te8, Cr4Ga2S8, Cr4Ga4Se12, Cr4Ga6Se15, Cr4GaS8, Cr4Ge2C2, Cr4Ge4, Cr4Hf2, Cr4Hg2S8, Cr4Mo8S16, Cr4N4, Cr4Nb2, Cr4Ni, Cr4Ni4P4, Cr4S6, Cr4Sb2As2, Cr4Se12Sb4, Cr4Se3S3, Cr4Se6, Cr4Se8, Cr4Se8Hg2, Cr4Si4Ni4, Cr4Zn2Se8, Cr5Bi6Se16, Cr5InS8, Cr5InSe8, Cr5NiAs3, Cr5NiS8, Cr5Se8, Cr5Se8Rb, Cr5Te6Se2, Cr5Te8, Cr6As2, Cr6As2C2, Cr6BC3, Cr6C3N, Cr6C4, Cr6Cl18, Cr6Ga2, Cr6Ge2, Cr6Ge2N2, Cr6Ir2, Cr6N4, Cr6N8, Cr6P2C2, Cr6P2N2, Cr6Pt2, Cr6Ru2, Cr6S8, Cr7Se8, Cr7Te8, Cr8, Cr8Ag4S16, Cr8As6, Cr8B4, Cr8B8Ir4, Cr8Co4P12, Cr8Cu4S16, Cr8Mo4P12, Cr8S12, Cr8Se12, Cr8Te12, Cr8Te16, Cr9FeB6, Cr9Ga12, Cr9N6, CrAg3F6, CrAgTe2, CrAu4, CrB2, CrB2Mo, CrB2W, CrB4, CrB4Mo, CrB6H16, CrC, CrCo2Ge, CrCo2Si, CrCo3, CrCoPt2, CrCuSe2, CrF6, CrFe, CrFe2Ga, CrFe2Se4, CrFe2Si, CrFe3, CrFe3As4, CrFe3B2, CrFe3Sb4, CrFe4, CrFeAs4, CrFeSb4, CrGa2S4, CrGa4, CrGaCo2, CrGaRh2, CrGaRu2, CrGeRu2, CrHgF6, CrIr, CrIr3, CrN, CrNi2, CrNi3, CrNi3Sb4, CrNiSb2, CrP2S7, CrP8W3, CrPd3, CrPt, CrPt3, CrPt4, CrRe13B6, CrRe5B2, CrRh, CrRh2Se4, CrRh3, CrS2, CrSe2, CrSe2Ag, CrSe4Nb2, CrSiRu2, CrSnRh2, CrSnRu2, CrTe2Tl, CrTe4Au, CrTe4Rh2, Cs, Cs10Te6, Cs12B4N8, Cs12B4S12, Cs12Fe4S12, Cs12Fe4Se12, Cs12Ga2Sb6, Cs12Ga4Se12, Cs12Ge4Se12, Cs12Ge4Te12, Cs12K14, Cs12Os2N8, Cs12Sb4S12, Cs18As6, Cs20, Cs29, Cs2AgF4, Cs2B12H12, Cs2B2S4, Cs2B6H16, Cs2B6H6, Cs2C2N2, Cs2CaF4, Cs2CaH4, Cs2Cd26, Cs2Co2Cl6, Cs2Cr2Cl6, Cs2Cr4S8, Cs2Cu10S6, Cs2Cu2Cl6, Cs2Fe2S4, Cs2Fe4S6, Cs2Fe4Se6, Cs2Ga18Au10, Cs2H2F4, Cs2HfF6, Cs2Hg2Cl6, Cs2Hg6, Cs2HgTe, Cs2IrF6, Cs2K14Rb10, Cs2K6, Cs2KRb, Cs2Li6Cl8, Cs2MgH4, Cs2Mn2As2, Cs2Mn2P2, Cs2Mn3S4, Cs2Mn8Cl18, Cs2MnCl4, Cs2MnCl6, Cs2MnF4, Cs2Mo6S6, Cs2Mo6Se6, Cs2MoCl6, Cs2Nb2Cl12, Cs2Nb2N4, Cs2Nb4S8, Cs2NbF6, Cs2Ni2F6, Cs2Ni3S4, Cs2Ni4F12, Cs2NiF6, Cs2Pb2Cl6, Cs2PdC2, Cs2PtC2, Cs2PtF6, Cs2Rb6, Cs2ReCl6, Cs2Ru2N4, Cs2Sb4F14, Cs2Sn2Se6, Cs2Sn4Cl10, Cs2Ta2Cl12, Cs2Ta2Te6, Cs2TcF6, Cs2Te2Au2, Cs2Te6Mo6, Cs2Ti4Cl14, Cs2Tl2Cl6, Cs2W6Cl18, Cs2WCl6, Cs2ZrF6, Cs3Al3F12, Cs3As2Cl9, Cs3AsCl6, Cs3Bi2Cl9, Cs3Bi7Se12, Cs3BiCl6, Cs3C24, Cs3C6N9, Cs3CeF6, Cs3Cu8Se6, Cs3GaF6, Cs3Mg3H9, Cs3Mn3Cl9, Cs3ScCl6, Cs3Te22, Cs3VF6, Cs3VSe4, Cs4, Cs4B4Se12, Cs4Cd6Te8, Cs4Co2S4, Cs4Co4N4, Cs4Co6S8, Cs4Cr8S16, Cs4Cu10Se8, Cs4Ga4H16, Cs4H8Pd2, Cs4Hg12S14, Cs4Hg6S8, Cs4Hg6Se8, Cs4In6, Cs4K8, Cs4Mn2S4, Cs4Mn2Se4, Cs4Mn2Te4, Cs4Mn4F16, Cs4Mn6Te8, Cs4Mn8N12, Cs4Na4F12, Cs4Ni2As4, Cs4Ni4N4, Cs4Ni6S8, Cs4Pd2Cl8, Cs4Pt2, Cs4Pt2Cl8, Cs4Sb4Se8, Cs4Sn4F12, Cs4Sr4Cl12, Cs4Te16, Cs4V4F16, Cs4V4N8, Cs5Tl11Cd2, Cs6B2As4, Cs6B2P4, Cs6C3N6, Cs6Cd6Cl18, Cs6Co2Cl10, Cs6Cu6Cl18, Cs6Fe4Cl18, Cs6Fe4F18, Cs6Fe6F18, Cs6Ge2F14, Cs6Ge8Au2, Cs6K2, Cs6Li2Pb8, Cs6Mn2Cl10, Cs6Mn2F14, Cs6Mn2H10, Cs6Mo4Cl18, Cs6Na4Tl13, Cs6Ni2Cl10, Cs6Pb8Au2, Cs6Pd2F10, Cs6Ru4Cl18, Cs6Sn8Au2, Cs6Ti4Cl18, Cs6Tl4Cl18, Cs6V4Cl18, Cs6W4Cl18, Cs6Y4Cl18, Cs6Zn2Cl10, Cs8, Cs8Ag4Cl12, Cs8Co4Cl16, Cs8Cu4Cl16, Cs8Hg4Cl16, Cs8In4S10, Cs8Mg4H16, Cs8Mo4S16, Cs8S20, Cs8Se20, Cs8Sn4Te14, Cs8W4S16, Cs8Zn4H16, CsAs2Ru2, CsBH4, CsBiF6, CsCaF3, CsCo2As2, CsCo2S2, CsCo2Se2, CsCr5S8, CsCr5Se8, CsCr5Te8, CsCu4Se3, CsFe2P2, CsGeCl3, CsHg5Cl11, CsK, CsK2Bi, CsK2Rb, CsK3, CsKRb2, CsLaS2, CsLi2Cl3, CsMnSe2, CsMnTe2, CsNa3, CsNaF3, CsNiN, CsP2Ru2, CsPbF3, CsPF6, CsRb, CsRb2Au7, CsRb3, CsTlCl3, CsTlF3, CsV5S8, CsV5Se8, CsV6S8, CsZn4As3, Cu, Cu10As4, Cu10Au10, Cu10Si4S14, Cu10Zn16, Cu11Sb3, Cu11Sb4S13, Cu12As4S12, Cu12Bi4S12, Cu12Sb4S12, Cu12Sb4S13, Cu12Se12Sb4, Cu12Sn10, Cu13Se8, Cu15Sn12, Cu16As4, Cu16Ge2Se12, Cu16Pd4, Cu18As6, Cu18Ge8Sr2, Cu18P6, Cu18S10, Cu18S11, Cu18Se10, Cu2, Cu20Sb6, Cu20Sn6, Cu21Pd7, Cu2Ag2S2, Cu2Ag2Se2, Cu2Ag6, Cu2As2, Cu2As2F14, Cu2As2Sr, Cu2As2Sr2, Cu2As4, Cu2As4Y2, Cu2Au2, Cu2Au6, Cu2B2S4, Cu2B2Se4, Cu2B3Ir4, Cu2Cl2, Cu2F4, Cu2Ga2Se4, Cu2Ga2Te4, Cu2GaSr, Cu2Ge2Sr, Cu2Ge2Y, Cu2Ge4N6, Cu2Ge8Hf4, Cu2Ge8Zr4, Cu2GeS3, Cu2GeS4, Cu2GeSe3, Cu2GeSe4, Cu2GeTe3, Cu2H2, Cu2In2Te4, Cu2Mo12S16, Cu2Nb2Te4, Cu2P2N4, Cu2Pt2F12, Cu2S, Cu2S4, Cu2Se2, Cu2Se4, Cu2Se4In2, Cu2Se4Tl2, Cu2Se8Au2, Cu2Se8Rh4, Cu2Si4P6, Cu2SiTe3, Cu2Sn2, Cu2Sn2Au2, Cu2Sn2Pd4, Cu2Sn6Hf10, Cu2SnS3, Cu2SnSe3, Cu2SnSe4, Cu2SnTe3, Cu2Sr2Sb2, Cu2Sr2Sn4, Cu2Te2, Cu2WS4, Cu2WSe4, Cu2Y2Pb2, Cu2Y2Sn2, Cu2YIn, Cu2Zn4Au2, Cu2ZnZr, Cu2ZrCd, Cu3Ag, Cu3As, Cu3AsSe4, Cu3Au, Cu3B5Pt9, Cu3Ni, Cu3Pd, Cu3Pd13S7, Cu3PdAu4, Cu3Pt, Cu3Rh, Cu3S2, Cu3Sb, Cu3SbF12, Cu3Se4Nb, Cu3Se4Sb, Cu3Se4Ta, Cu3Si, Cu3Sn, Cu3Te2, Cu3Te4Ta, Cu4, Cu4Ag12S8, Cu4Ag4F12, Cu4As2, Cu4As2Sr, Cu4As4S4, Cu4As4Se4, Cu4Au, Cu4B4Ir4, Cu4Bi7S12, Cu4Cl12, Cu4Ge2Hf3, Cu4Ge2Se6, Cu4Ge2Te6, Cu4Ge2Zr3, Cu4Mo6Se8, Cu4P10Sn, Cu4P2Pd4, Cu4P4S12, Cu4Pd6Se8, Cu4S2, Cu4S8, Cu4Sb2, Cu4Se16Cs4, Cu4Se16Rb4, Cu4Se3, Cu4Se4S4, Cu4Se6Sn2, Cu4Se8, Cu4Se8Cl4, Cu4Se8Sb4, Cu4Si2S6, Cu4Si2Te6, Cu4Sn2Te6, Cu4Sn4Pd8, Cu4Te4As4, Cu4Te4Se4, Cu4Te6Hf2, Cu4Te8, Cu4Ti2Te6, Cu4Zr2Te6, Cu5Ge2, Cu5Sn2Se7, Cu5Sn2Te7, Cu5Sr, Cu5Y, Cu6, Cu6As2, Cu6BiS6, Cu6Ge2, Cu6P2, Cu6Pd4, Cu6Rh2, Cu6Ru2, Cu6S6, Cu6Sb2, Cu6Se4, Cu6Se6, Cu6Si2, Cu6Sn2, Cu6SnGe, Cu7Si2, Cu8Ge4S12, Cu8Ge4Se12, Cu8Ge4Te12, Cu8S4, Cu8Si4S12, Cu8Sn4S12, Cu8Sn4Se12, Cu8Sn4Te12, Cu9Se5, Cu9Se8, CuAgTe2, CuAu, CuAu3, CuAu4, CuBi12Ir3, CuBi5S8, CuCl, CuCl2, CuGeRh2, CuHf2, CuMn3N, CuMo6Se8, CuNi, CuNi2Sb, CuNi3, CuNi3N, CuNi3S8, CuNiSb2, CuPd, CuPd3, CuPt, CuPt7, CuRh, CuRh2Pb, CuRh2Sn, CuRu3, CuS, CuS2, CuSbRh2, CuSiRh2, CuSn4S8, CuSnF6, CuSnPd2, CuTe2, CuY, CuZn, CuZn2Au, CuZr, CuZr2, CuZr2Sb3, CV, CW, F4, Fe, Fe10B4P2, Fe10C4, Fe10Si2B4, Fe10Si4B2, Fe11Co5, Fe11Mo6C5, Fe11MoC4, Fe12As5, Fe12B2C2, Fe12B2P2, Fe12B4, Fe12C4, Fe12Ge10, Fe12Ge3As2, Fe12Mo12C4, Fe12N6, Fe12P4, Fe12P6, Fe12Si4Ni4, Fe12W12C2, Fe12W12C4, Fe12Zr2P7, Fe13Co3, Fe13Ge3, Fe14C6, Fe14Ge8, Fe15Co, Fe16Mo8N4, Fe16W8N4, Fe2, Fe20C8, Fe20Si4C4, Fe21W2C6, Fe23B3C3, Fe23B6, Fe25Mo4, Fe28, Fe2As2Cs, Fe2As2Sr, Fe2As4, Fe2AsS3, Fe2B2, Fe2B4Mo, Fe2B4Mo4, Fe2B4W4, Fe2B6Rh12, Fe2B8, Fe2Cl6, Fe2Cl8, Fe2Co2B2, Fe2Co2B4, Fe2Co2S8, Fe2Co2Si4, Fe2CoSe4, Fe2Cu6S16, Fe2F12, Fe2Ge2Y, Fe2Ge4, Fe2Ir6, Fe2Mo12Se16, Fe2Mo2As4, Fe2Ni2, Fe2Ni2B2, Fe2Ni2Ge2, Fe2Ni2P12, Fe2Ni2S8, Fe2Ni2Sb12, Fe2Ni2Se8, Fe2Ni2Te8, Fe2Ni4S8, Fe2Ni6, Fe2NiSe4, Fe2P4, Fe2P4W2, Fe2P8, Fe2Pd2, Fe2Pd3Au3, Fe2PtRh, Fe2Re2B2, Fe2Re6, Fe2Rh6, Fe2S2, Fe2Sb12Pd2, Fe2Sb2As2, Fe2Sb2Te2, Fe2Sb4, Fe2SbTe3, Fe2Se2, Fe2Se2Tl, Fe2Se4, Fe2Se4Pd4, Fe2Se4Rb2, Fe2SiNi, Fe2Te2, Fe2Te2Cl14, Fe2Te4, Fe2Te6Ta2, Fe2TeSe, Fe2W2N4, Fe3Co, Fe3Co3Si2, Fe3Co3Sn6, Fe3Cu, Fe3Ga, Fe3Ge, Fe3Ge2, Fe3Ge3, Fe3Ge3Hf3, Fe3Mo5N8, Fe3Ni, Fe3Ni3As3, Fe3Ni3P3, Fe3Ni3Pt2, Fe3NiAs4, Fe3NiAs8, Fe3NiN, Fe3NiP4, Fe3NiSb8, Fe3Pd, Fe3Pt, Fe3PtN, Fe3Rh, Fe3RhN, Fe3Se4, Fe3Si, Fe3Si2Ni3, Fe3Si4Ir, Fe3Sn, Fe3Sn3, Fe3SnC, Fe3W, Fe3W4N8, Fe4, Fe4As2, Fe4As2P2, Fe4As4, Fe4As4S4, Fe4As4Se4, Fe4B2, Fe4B4, Fe4B4W4, Fe4B8, Fe4C2, Fe4Cl16Rb4, Fe4Co4P4, Fe4Co4Si4, Fe4Co8B4, Fe4Cu2Ge4, Fe4F12, Fe4Ge2, Fe4Ge4, Fe4Mo4P4, Fe4P16, Fe4P4S4, Fe4P4Se4, Fe4Rb2Te6, Fe4Sb12, Fe4Sb4Se4, Fe4Sb4Te4, Fe4Se6Rb2, Fe4Se8, Fe4Si10, Fe4Si2, Fe4Si4Mo4, Fe4Si4Ni4, Fe4Si4W4, Fe4Te3S, Fe4Te3Se, Fe4Te4As4, Fe4Te8, Fe4TeSe3, Fe4W4Cl20, Fe4Zr2, Fe5Co3, Fe5Sb4, Fe6, Fe6C2, Fe6Cl18, Fe6Co6As6, Fe6Co6B4, Fe6F18, Fe6Ge2, Fe6Ge2N, Fe6Ge2Zr4, Fe6Ge6Hf, Fe6Ge6Nb, Fe6Mo2, Fe6Ni2P4, Fe6Ni4, Fe6Ni6B4, Fe6Ni6P4, Fe6Pt2, Fe6Re2, Fe6Sb2, Fe6Se8S4, Fe6Sn2, Fe6Sn4, Fe6Te4Se2, Fe6Te6Tl2, Fe6W2, Fe7Co, Fe7Ge4, Fe7Mo6, Fe7Ni5P4, Fe7W6, Fe8Cu4S12, Fe8Ge16, Fe8Mo16C4, Fe8Mo4, Fe8Ni2Se20, Fe8Ni4B4, Fe8Ni4P4, Fe8Re12, Fe8S10, Fe8W4, Fe9B4Ir3, Fe9B4Rh3, Fe9Co7, Fe9Se8, FeAg3F6, FeB2W2, FeB4Mo2, FeCl2, FeCo, FeCo2Ge, FeCo2Se4, FeCo3, FeCoAs4, FeCoPt2, FeCoSb4, FeCoSn4, FeCu3S4, FeCu3S8, FeCu4, FeCu5S4, FeCuPt2, FeGeRu2, FeH, FeIr, FeIr3, FeMo2, FeMo3As4, FeMo6Se8, FeN, FeNbSb, FeNi, FeNi2Ge, FeNi2Se4, FeNi3, FeNiAs4, FeNiPt2, FeNiPt6, FeNiSb4, FePd3, FePt, FePt3, FeRh, FeRh2Se4, FeRu, FeSbRh2, FeSe4Ti2, FeSi2, FeSiTc2, FeSiW, FeSnF6, FeSnRh2, FeSnRu2, FeTc2Ge, FeY6Sb2, FeZn13, FeZr6Sb2, FeZr6Te2, Ga10Fe12, Ga10Ni2, Ga10Rh6, Ga10W4, Ga12Fe4, Ga12Fe9, Ga12Os4, Ga12Ru4, Ga12Te12Cl4, Ga18Ir4, Ga2Co6, Ga2Co6C, Ga2CoIr, Ga2CoNi, Ga2CoRu, Ga2Cu, Ga2Cu6, Ga2Fe6, Ga2Fe6C, Ga2FeCo, Ga2FeNi9, Ga2FeSe4, Ga2Hg12Te15, Ga2Hg6, Ga2HgTe4, Ga2IrRh, Ga2IrRu, Ga2Mo4C2, Ga2Mo6, Ga2N2, Ga2Ni4, Ga2Ni4Ge6, Ga2Ni5Te4, Ga2Ni6, Ga2Ni7Ge2, Ga2Ni8Ge6, Ga2NiRu, Ga2Pb6, Ga2RuPt, Ga2RuRh, Ga2Si4Mo3, Ga3Ag, Ga3Ag6, Ga3Bi, Ga3Co4Ge, Ga3Ge, Ga3Hg, Ga3Ni12Sn, Ga3Ni20B6, Ga3Ni5, Ga3Pb, Ga3Pd7, Ga3Pt5, Ga3SiNi4, Ga4C6N12, Ga4Fe4Ge4, Ga4Ni2Cl16, Ga4Ni3Pd, Ga4Ni3Pt, Ga4Os2, Ga4Pt12, Ga4Ru2, Ga5CuSe8, Ga5CuTe8, Ga6Ag2, Ga6Hg2, Ga6Ni10Sn4, Ga6Pd10, Ga7Cu3Se12, Ga8Hg4Te16, GaAg, GaBi, GaCo, GaCo2Ni, GaCo3, GaCo4Ge3, GaCu3, GaCu4Ni15, GaCuPd2, GaCuPt2, GaCuRh2, GaCuTe2, GaFe19N5, GaFe2Co, GaFe3, GaFe3As, GaFe3N, GaFe7N2, GaFeCo2, GaFeIr2, GaFeNi2, GaFeRh2, GaFeRu2, GaGeRu2, GaHg3, GaIr, GaMo4S8, GaMo4Se8, GaNi3, GaNi3As, GaNi4Ge3, GaNi6Ge, GaNiRh2, GaRh, GaRu, GaSe8Mo4, GaSiNi6, GaSiRu2, GaSn3, GaTc2W, Ge12Ru8, Ge2As2W2, Ge2Au6, Ge2Mo, Ge2Mo2As2, Ge2Mo6, Ge2P6, Ge2SrRu2, Ge2YRu2, Ge3Sb2Te6, Ge4F8, Ge4Mo9W3, Ge4Os2, Ge4P8, Ge4Ru4, Ge4Te7As2, Ge6Mo10, Ge6P6, Ge6S12, Ge8Mo4, Ge8W4, GeAs3, GeAu3, GeBi4Te7, GeSb2Te4, H12N4, H16, H16N2F10, H2C12, H2Cr, H2V, H4, H6C2Cl2, H6F4, H6W2, HCl, HCr, Hf10Al6C2, Hf10Co2Sn6, Hf10Cu2Pb6, Hf10Cu2Sb6, Hf10CuSn7, Hf10Fe2Sb4, Hf10In3Sb3, Hf10Mn2Sb4, Hf10MnSb5, Hf10Ni2Sb6, Hf10Ni2Sn6, Hf10NiSb5, Hf10Si6N2, Hf10VSb5, Hf12Ga12, Hf12Mn12, Hf12Zn12C4, Hf12Zn12N2, Hf12Zn12N4, Hf16Co8, Hf16Fe2Te12, Hf16Fe8, Hf16Ge2Mo10, Hf16Mn2Te12, Hf16Mn8, Hf16Mo10S2, Hf16Ni4Rh4, Hf16Ni8N2, Hf16Os8, Hf16Rh8, Hf18As2W8, Hf18B2Mo8, Hf18B2W8, Hf18Co2Mo8, Hf18Co2Re8, Hf18Co2W8, Hf18Fe2Mo8, Hf18Fe2Re8, Hf18Fe2W8, Hf18Ge2Mo8, Hf18Mo8As2, Hf18Mo8P2, Hf18Mo8S2, Hf18Mo8Se2, Hf18Ni2Mo8, Hf18Ni2W8, Hf18P2W8, Hf18Re8As2, Hf18Re8B2, Hf18Re8Ge2, Hf18Re8Ni2, Hf18Re8S2, Hf18Re8Si2, Hf18Si2Mo8, Hf18V8S2, Hf18W8S2, Hf18W8Se2, Hf20Si2Mo6, Hf2Al3Cu, Hf2Al3Ni, Hf2Al4C5, Hf2B8Ir6, Hf2BIr6, Hf2CN, Hf2Co2, Hf2Co6, Hf2Co7, Hf2CoIr, Hf2CoRe, Hf2Cr2S8, Hf2Cu2Ge2, Hf2Cu2Ge4, Hf2Cu2Si4, Hf2Cu2Sn2, Hf2CuIr, Hf2CuRe, Hf2CuRh, Hf2CuSb3, Hf2CuTc, Hf2Fe4, Hf2FeIr, Hf2FeOs, Hf2FeRh, Hf2FeTc, Hf2Ga2Cu2, Hf2Ga3Co, Hf2Ga3Cu, Hf2Ga3Ni, Hf2Ge2Te2, Hf2HC, Hf2Ir2, Hf2Mg2N4, Hf2MnCo, Hf2MnIr, Hf2MnOs, Hf2MnRh, Hf2MoPt, Hf2MoRh, Hf2Ni2, Hf2Ni4Sb2, Hf2Ni6, Hf2Ni7, Hf2Ni8As4, Hf2Ni8P4, Hf2NiIr, Hf2NiS4, Hf2OsPd, Hf2OsRu, Hf2P4S12, Hf2ReIr, Hf2ReOs, Hf2ReRu, Hf2RuRh, Hf2Sb3Pd, Hf2Sb3Te, Hf2Ta2Fe8, Hf2TcNi, Hf2TcOs, Hf2TcRu, Hf2Ti2Fe8, Hf2Ti6, Hf2Tl, Hf2V2Ge2, Hf2V2Si2, Hf2V4, Hf2V4H8, Hf2W4, Hf2Zr6, Hf3Al3Ni3, Hf3Al4C6, Hf3As3Pd3, Hf3As3Ru3, Hf3Co9B6, Hf3CoS6, Hf3Cu4Si2, Hf3Ga3Co3, Hf3Ga3Ni3, Hf3Ge3Os3, Hf3Ge3Ru3, Hf3Mg, Hf3Mn3Ge3, Hf3P3Os3, Hf3Si3Os3, Hf3Si3Ru3, Hf3TaCo8, Hf3TaFe8, Hf3TiV8, Hf3Tl, Hf4Al4Co4, Hf4Al4Cu4, Hf4Al4Fe4, Hf4Al4Mo4, Hf4Al6C8, Hf4Al6Co2, Hf4C2S2, Hf4C3N, Hf4CN3, Hf4Co14, Hf4Co4Ge4, Hf4Co4P4, Hf4Co4Si4, Hf4Co7Ge6, Hf4Cr4P4, Hf4Cr4Si4, Hf4Cr6Si2, Hf4Cr8, Hf4Cr8Si10, Hf4Cu2Si8, Hf4Cu4Ge4, Hf4CuSi3, Hf4CuSi4, Hf4Fe4Sb4, Hf4Fe4Si4, Hf4Fe6Si2, Hf4Fe8, Hf4Fe8Si8, Hf4FeS8, Hf4Ge4Mo4, Hf4In2C2, Hf4In2Ni4, Hf4Mg4N8, Hf4Mn4Al4, Hf4Mn4P4, Hf4Mn4Si4, Hf4Ni3As8, Hf4Ni4As4, Hf4Ni4Ge4, Hf4Ni4P4, Hf4Ni4Sb4, Hf4Ni4Sn2, Hf4Os8, Hf4Pb2C2, Hf4Re8, Hf4Ru12C3, Hf4Si2Mo6, Hf4Si2Ni6, Hf4Si4Ni4, Hf4Si4W4, Hf4Si8Ni6, Hf4Sn2C2, Hf4Tl2C2, Hf4Tl4F20, Hf4V4P4, Hf4V6Ge2, Hf4V6Ru2, Hf5Pb, Hf6Al16Co7, Hf6Al16Ir7, Hf6Al16Os7, Hf6Al16Pd7, Hf6Al16Pt7, Hf6Al16Rh7, Hf6Al2Co, Hf6Al2Fe, Hf6Al2Ni, Hf6Al6C10, Hf6Al6Pt6, Hf6As6Ru6, Hf6B4Ir10, Hf6Co16Ge7, Hf6Co16Si7, Hf6Co23, Hf6Co4Si6, Hf6CoBi2, Hf6CoSb2, Hf6Cr4Ga12, Hf6Fe16Si7, Hf6Fe4Si6, Hf6Fe6Si12, Hf6FeSb2, Hf6Ga16Co7, Hf6Ga16Ni7, Hf6Ga16Pd7, Hf6Ga16Rh7, Hf6Ga2Co, Hf6Ga2Fe, Hf6Ga8Cu4, Hf6Ga9Co3, Hf6Mn4Ga12, Hf6Ni16Ge7, Hf6Ni6Sb8, Hf6NiBi2, Hf6NiSb2, Hf6Si6Ni4, Hf6Si6Os6, Hf6Si6Ru6, Hf6Si7Ni16, Hf6V4Ga12, Hf6Zn16Cu7, Hf8Bi16, Hf8Co2P2, Hf8Co8Ge14, Hf8Co8Si14, Hf8Cr16, Hf8Cu2P2, Hf8Fe16, Hf8Fe2P2, Hf8Fe8Ge14, Hf8In4Cu8, Hf8In4Ni8, Hf8Mn16, Hf8Mo16, Hf8Ni2P2, Hf8Ni8Sn4, Hf8Sc4Ga12, Hf8Si14Ni8, Hf8Te4, Hf8Zn16, Hf9Ni11, HfAl3Ni12, HfAl5Ni2, HfAl6Fe6, HfAl8Fe4, HfAlCu2, HfAlFe2, HfAlRu2, HfB12, HfB2, HfB4H16, HfBRh3, HfC, HfCdCu2, HfCo2Si2, HfCo3B2, HfCo6Ge6, HfCu2P2, HfCu3, HfFe2Sn, HfGa3Ni12, HfGa5Co, HfGa5Ni, HfGa6Fe6, HfGaRu2, HfGeRu2, HfH3, HfInCo2, HfInCu2, HfInNi2, HfMg14Ga, HfMg14Sb, HfMg14Zn, HfMn6Ge6, HfMn6Sn6, HfMnIr2, HfMnRh2, HfNb8B12, HfNbB2, HfNbB4, HfNbC2, HfNbRu2, HfNi5, HfNiSn, HfOs, HfSb4Mo, HfSc, HfScCo2, HfScOs2, HfScRu2, HfSi2Ni2, HfSiRu2, HfSnRu2, HfTa5B4, HfTaB2, HfTaB4, HfTaC2, HfTaRe2, HfTaRu2, HfTaV4, HfTc2Mo, HfTc2W, HfTe2, HfTi, HfTiB4, HfTiC2, HfTiMo4, HfTiRu2, HfTiW4, HfV2Ga4, HfZnCo2, HfZnCu2, HfZnNi2, HfZrB4, HfZrCo2, HfZrFe2, HfZrFe4, HfZrMo4, HfZrNb2, HfZrOs2, HfZrRu2, HfZrV4, HfZrW4, Hg, Hg10Au12, Hg2, Hg2Au6, Hg2Pt, Hg3, Hg4, Hg4P4Se12, Hg6Pb2, Hg8Ge2S12, HgAu3, HgAu4, HgMo6S8, HgPt3, HNi, In10Bi6, In10SnS14, In12Ir4, In12Ru4, In12Se14, In14Ni6, In16Te12, In2Ag6F12, In2Au3, In2Bi, In2Bi2, In2Cu2, In2Cu6, In2CuSe4, In2Ga6, In2Ge2Cl6, In2Hg6, In2Mo2S4, In2Mo6Se6, In2N2, In2Ni21P6, In2Ni3Se2, In2Ni6C, In2Sb2, In2Sn2Cl6, In2SnPb, In2Te6Mo6, In3Ag, In3Bi, In3Co20B6, In3CuSe5, In3Ni2, In3Ni6Sn3, In3Sb, In3Sn, In4Ag2, In4Ag4Se8, In4As3P, In4B4F16, In4Bi, In4Bi2, In4Co12C3, In4Ni2S8, In4Pb, In4Sb2, In4SbTe3, In5AgTe8, In5B4Ir9, In5CuS8, In5CuSe8, In5CuTe8, In5Pt5, In6Ag2, In6Co2, In6Hg2, In6Pb2, In6Sb2Te4, In8Bi6Pb2, In8Co4, In8Pt12, In9Cu11, In9Ni13, InAg3, InAg4, InBi, InBi3, InBi3Se6, InCo3N, InCuPd2, InCuPt2, InCuS2, InCuSe2, InCuTe2, InFeRh2, InGa4Sb5, InGa5As4, InHg3, InMo6S8, InNi2Au, InNi3N, InNi3Sb, InPb, InPbCl3, InPd2Au, InPd3, InPt3, Ir2, Ir2Cl8F12, Ir2F6, Ir2Ru6, Ir3Os, Ir3Ru, Ir4F24, Ir4N12, Ir4Os, Ir7Se21, IrN4Cl6, IrOs, IrOsRu, IrPt, IrPt3, IrRh3, IrRu, K10As4Au2, K10Cu2As4, K12Al4Te12, K12B4N8, K12Bi4Se12, K12Cd2Te8, K12Co2S8, K12Co2Se8, K12Fe4S12, K12Ga4Te12, K12Hg2S8, K12Mn2S8, K12Mn2Se8, K12Mn2Te8, K12Sb4Te12, K12Tl12, K12Zn2Bi10, K12Zn2S8, K12Zn2Se8, K14Ta2As8, K16Sn2Sb8, K18Bi6, K29, K2B12H12, K2B2H8, K2B6H6, K2Ba6, K2Bi2F12, K2Cd26, K2CeF6, K2Co2Cl6, K2Cr2Cl6, K2Cr2F6, K2Cr4S8, K2Cr6S10, K2Cu2F6, K2Cu2H6, K2Cu2Se2, K2Cu2Te2, K2Cu6Te4, K2CuF4, K2CuH4, K2Fe2Se4, K2Fe4Se6, K2Ga2Te4, K2H6F8, K2H8F10, K2HfF6, K2HgAu, K2Li2Se2, K2Li4As2, K2Mg2Sb2, K2Mn2As2, K2Mn2F6, K2MnF4, K2MnF6, K2Mo6S6, K2Mo6Se6, K2Nb2Cl12, K2Nb2F12, K2PdC2, K2PdF4, K2Pt, K2Rb6, K2Se6, K2Sn2N2, K2SnF6, K2Te4F18, K2Te6Mo6, K2Tl2Se4, K2Tl6, K2V2Cl6, K2VCl6, K2W2Cl12, K2W6Cl18, K2WCl6, K2Zn26, K2ZnF4, K3AsF6, K3AuF12, K3Cd, K3CeCl6, K3Cu2F7, K3Cu2H7, K3Cu3As2, K3Cu8Se6, K3Fe8Se8, K3IrF6, K3La3F12, K3MnF6, K3MoCl6, K3Na, K3Ni2F7, K3Pb2Cl8, K3Rb, K3ScCl6, K3ScF6, K3Tl, K3TlCl6, K3V5S10, K3VF6, K3VSe4, K3YCl6, K3Zn2F7, K4Ag12S8, K4Al4Cl16, K4B4S14, K4B4Se14, K4Ba2As10, K4Bi4F16, K4Ca4F12, K4Cd2Pb2, K4Cd2Sn2, K4Co2Se4, K4Co4N4, K4Cr8S16, K4Cu10Te10, K4Cu2As2, K4Cu2F8, K4Cu2Sb2, K4Cu4Cl12, K4Cu4Te10, K4Fe10Se10, K4Fe4N4, K4Ga4, K4Hg12S14, K4La4F16, K4Mn2Se4, K4Mn2Te4, K4Mn4Cl12, K4NaCl5, K4Ni2As4, K4Ni2P4, K4Ni4N4, K4Ni6S8, K4Ni6Se8, K4Pd6Se8, K4Sb2F10, K4Sc4F16, K4Sn12As12, K4Ta6S12, K4Ta6Se12, K4Tl4Cl8, K4Zn2Te4, K4Zn4N4, K4Zn6S8, K4Zn6Se8, K5CuSb2, K6B2As4, K6B2P4, K6B6S12, K6Bi2, K6Cu8S8, K6Mn2H10, K6Mo4Cl18, K6Na2, K6Na4Tl13, K6Ni6Cl18, K6P6Se18, K6Rb2, K6Si6N10, K6Ti6Cl18, K6W4Cl18, K8, K8Au12S10, K8CaTe6, K8Co4Cl16, K8Cu4Cl12, K8Cu4Cl16, K8Cu4F16, K8Ga2Au16, K8Hg4Cl16, K8Mn4N8, K8P12, K8Se16W4, K8Sn4Bi4, K8Sn4Te12, K8Sn6Se16, K8SrTe6, K8W4S16, K8Zn4Cl16, K9NaTl13, KAgCl3, KAgF3, KAs2Ru2, KAsF6, KAuCl3, KB6, KBH4, KCaF3, KCo2As2, KCo2P2, KCo2Se2, KCr2S4, KCr5Se8, KCr5Te8, KCrCl3, KCrF3, KCu2S2, KCu2Se2, KCu4As2, KCu4S3, KCu4Sb2, KCu4Se3, KCu7S4, KCuCl3, KFe2As2, KFe2P2, KFe2S2, KFe2Se2, KFe4Sb12, KIn5S8, KIn9Co2, KIn9Ni2, KMnSe2, KMnTe2, KMo6S8, KNa4Cl5, KNb6S8, KNbCl6, KNi2S2, KNi2Se2, KP2Ru2, KPF6, KRb3, KSb4F13, KSr3, KTi6Se8, KV2S4, KV5S8, KV5Se8, KV6S8, La, La10Ag2Pb6, La10Co2Pb6, La10Cu2Bi6, La10Cu2Ge6, La10Ge6, La10Ni2Pb6, La10Pb6, La10Pb6Cl2, La10Pb6Se2, La10Ru2Pb6, La10Si6, La10Sn6, La10Sn6C2, La10Zn2Pb6, La12Ga8Rh8, La12Ge8Rh8, La12Ir4, La12S12N4, La14Pd6, La14Pt6, La14Zn2Ni4, La16Al13, La16Cd4Ir4, La16Mg4Ir4, La2Ag10, La2Ag2Ge2, La2Ag2Pb2, La2AgIr, La2AgRu, La2Al20Ru4, La2Al2Zn2, La2Al6Ni4, La2AlGe3, La2AlZn, La2As2Rh2, La2As4Rh4, La2Au4, La2B8Ir8, La2B8Ru8, La2Bi4Au2, La2CdIn, La2Co10P6, La2Co16P10, La2Co16Si10, La2Co18Si8, La2Co2Ge2, La2Co2N6, La2Co2Si2, La2Co2Si4, La2Co5Ni5, La2Co8B2, La2Co8B8, La2CoSb4, La2CoSn4, La2Cr2Ge6, La2Cu2Pb2, La2Cu2Si2, La2Cu3Ni, La2Cu4Sn4, La2F6, La2Fe16Si10, La2Fe18Si8, La2Fe2Si2, La2Fe2Si4, La2Ga10Ni, La2Ga2Sb4, La2Ga2Si2, La2Ga4Pd4, La2Ga5Ni5, La2Ga7Au, La2GaAg, La2Ge2Ir2, La2Ge4, La2Ge4Pt4, La2Hf4F22, La2In12Ni14, La2In12Ni6, La2In2Ni4, La2In2Pd4, La2In4Ir2, La2In8Ni2, La2Ir4, La2Mg4, La2Mg4Cu18, La2Mn2N6, La2Mn2Si4, La2MnSb4, La2Mo2N6, La2N2, La2Ni2Sn4, La2Ni5B4, La2Ni6B2, La2Ni8B2, La2P2Pd2, La2P4Rh4, La2PbF8, La2Pd2, La2Pt2, La2Re2N6, La2Rh4, La2S4, La2Sb4Au2, La2Sc2Ge2, La2Sc2Sb2, La2Sc2Si2, La2Se2F2, La2Se4, La2Si2Ni2, La2Si2Pt2, La2Si2Ru2, La2Si3Ni, La2Si4, La2Si4Ir4, La2Si4Pt2, La2Si4Rh6, La2Si4Ru2, La2Sn2, La2Sn3Pb3, La2Sn4Rh2, La2Sn4Ru, La2SnHg, La2Te2Cl2, La2Te4Se2, La2Te6, La2TlCd, La2TlHg, La2TlIn, La2TlZn, La2V2N6, La2W2N6, La2Y2, La2Y6S12, La2Zn26, La2Zn2Ga2, La2Zn2In2, La2Zn4, La2Zn6P6, La2Zn8, La2ZnAs4, La2ZnHg, La2ZnRu, La2Zr4F22, La3Al12, La3As6Pd9, La3B2N4, La3B3Pt6, La3Cd, La3Cd3Au3, La3Cd3Pd3, La3Cu3Pd3, La3Ga2Ni4, La3Ga6Ni9, La3Hg, La3In, La3In3Pt3, La3In6Ni9, La3InC, La3Mg, La3Mg3, La3Mg3Ag3, La3Mg3Ga3, La3Ni13B2, La3Ni9, La3P6Pd20, La3PbC, La3Sc, La3ScAl8, La3Si3Ni, La3Si4Ni4, La3Si7Ni3, La3Sn, La3Sn3Ir3, La3Sn3Pd3, La3Sn3Rh3, La3Sn7, La3SnN, La3Ta2N6, La3Tl, La3Zn, La3Zn3Ni3, La3Zn4Pt4, La4, La4Al18Rh6, La4Al4, La4Al4Au4, La4Al4Ge2, La4Al6Ge8, La4As8, La4Au4, La4B16, La4B2N5, La4B4Cl5, La4Bi2, La4Cd2Au4, La4Cd2Pd4, La4CePd15, La4Co14, La4Co2Sn5, La4Cr4S12, La4Cu24, La4Cu5As8, La4Ga18Ru6, La4Ga24Ni2, La4Ge10Ir6, La4Ge4, La4Ge8Pt8, La4In16Au8, La4In2Ge4, La4In2Ni4, La4In2Pd4, La4In2Rh4, La4Ir14, La4Mg2, La4Mg2S8, La4Mn3Sb8, La4Mo4N12, La4N2Cl6, La4Ni14, La4Ni3Sn8, La4Ni6, La4Os4N12, La4P4Pt4, La4Pb2S8, La4Re4N12, La4Sb4Ir4, La4Sb4Rh4, La4Sb4Se12, La4Sc4S12, La4Se7S, La4Si10Rh6, La4Si4, La4Si4Ir4, La4Sn16Rh8, La4Sn4Pd4, La4Sn8Rh4, La4Tc4N12, La4Te10, La4Te4As4, La4Te8Pb2, La4Ti4S12, La4W4N12, La4Zn10Pb2, La4Zn12As12, La4Zn4Pd4, La5AgSe8, La5Mg, La5S8, La5TlTe8, La6F18, La6Ga8Cl2, La6Ge10, La6Ge6Cl4, La6Hf2Sb10, La6In2Pb8, La6Mg23Sb, La6Mg23Si, La6Mn2Bi10, La6MnSb15, La6Pd8, La6S8, La6Sc2Bi10, La6Se8, La6Si2Pd10, La6Sn8, La6Tl10, La6Zn2Ni6, La6Zn6Co12, La6Zn6Ni12, La6ZnSb15, La6Zr2Sb10, La7Ni16, La8Bi4Pb2, La8Bi6, La8C10Cl4, La8Cu4S16, La8Ga4N12, La8In4Ni8, La8In4Si8, La8P8S8, La8S16, La8Sb4Pb2, La8Se6N4, La8Si12Rh4, La8Sn12, La8Te16, La8Zn8Rh8, La9Ir6, La9Pt6, La9Rh6, LaAg, LaAg2Sn, LaAgAu2, LaAl2Cu3, LaAl2Ge2, LaAl2Zn2, LaAl3Pd2, LaAl8Cr4, LaAlAg2, LaAlNi4, LaAu3, LaB2Rh3, LaBi, LaBiPd, LaC2, LaCd, LaCdAg2, LaCdAu2, LaCdHg2, LaCe3, LaCe3B24, LaCe4, LaCeB12, LaCeNi10, LaCeOs4, LaCePd6, LaCeRu4, LaCeSn6, LaCo2As2, LaCo2Ge2, LaCo2P2, LaCoGe3, LaCoSi3, LaCu2, LaCu2Ge2, LaCu2Si2, LaCu5, LaFe2Ge2, LaFe5H12, LaGa2Pt3, LaGa2Rh3, LaGa3Ni, LaGa3Pt, LaGa6Pd, LaGaAu2, LaGe12Pt4, LaGe2Ir3, LaGe2Pd2, LaGe2Rh2, LaGe2Ru2, LaGe3Ir, LaGe3Ru, LaH3, LaHg, LaHgAu2, LaIn, LaIn3, LaIn5Co, LaInAg2, LaInCu2, LaInHg2, LaMg14Zr, LaMgNi4, LaMn2Ni3, LaMn2Si2, LaN, LaNi2Ge2, LaNi2P2, LaNi3Rh2, LaNi4Rh, LaNi5, LaNi5H6, LaNiC2, LaOsN3, LaP12Os4, LaP12Ru4, LaPt5, LaReN3, LaRh3C, LaSb12Os4, LaSb12Ru4, LaSi2Au2, LaSi2Ni2, LaSi2Os2, LaSi2Pt2, LaSi2Rh3, LaSi2Ru2, LaSi3Ir, LaSiAg, LaSiNi4, LaSn6Ru4, LaSnAu2, LaTl, LaTl9Te6, LaTlAu2, LaWN3, LaY2C6, LaY3, LaYMg4, LaYNi10, LaZn, LaZn2Ag, LaZn2Ni3, LaZn3Ni2, LaZn5, Li10Bi2S8, Li10Fe2S8, Li10Ge2As6, Li10Ge2P6, Li10Sb2S2, Li10Si2P6, Li11TiAs5, Li12Bi4S12, Li12Fe2N8, Li12Ir2N8, Li12Mo2N8, Li12Re2N8, Li12Ru2N8, Li12S2N8, Li12Sb4S12, Li12Sb4S14, Li12Sb6, Li12Sb6S2, Li14Co2S9, Li14Fe2S9, Li16Cr2S12, Li16Sb4S2, Li16Te2N4, Li16Ti2S12, Li16Zn4Ge6, Li17Mn4As8, Li18Ag8, Li18As6, Li18Ge8, Li2, Li20Sb4S4, Li2Ag2, Li2Ag2F4, Li2Ag2F6, Li2Ag6, Li2AgBi, Li2AgHg, Li2AgPb, Li2AgSb, Li2AgSn, Li2Al2, Li2Al2Au2, Li2Al2H8, Li2AlAg, Li2AlGa, Li2AlPd, Li2AlPt, Li2AlRh, Li2As2S4, Li2As2Se4, Li2B11H11, Li2B12C2, Li2B2, Li2BiAu, Li2BiF5, Li2C2, Li2Ca2H6, Li2Ca6, Li2CaAl, Li2CaSn, Li2Cd2, Li2Cd6, Li2CdAg, Li2CdHg, Li2CdIn, Li2CdPb, Li2CdSn, Li2CeAs2, Li2CeGa, Li2CeP2, Li2CN2, Li2Co2As2, Li2Co2S4, Li2Cr4S8, Li2Cu4F12, Li2Cu6, Li2CuSb, Li2Fe12Ge10, Li2Fe2As2, Li2Fe2P2, Li2Fe3F8, Li2FeN, Li2Ga2Te4, Li2GaAg, Li2GaPd, Li2GaSb, Li2GeAu, Li2H2Pt, Li2HgGe, Li2HN, Li2In2Se4, Li2InRh, Li2La2Bi4, Li2La2Sn4, Li2LaIn, Li2LaPb, Li2LaSn, Li2LaTl, Li2Mg12Al2, Li2Mg2, Li2Mn2F8, Li2Mn2P2, Li2Mn4F10, Li2Nb2S4, Li2Ni12P7, Li2P2N4, Li2PdAu, Li2PdPb, Li2Sb2S4, Li2Sb2Se4, Li2SbAu, Li2Se, Li2Si4Rh4, Li2SiAu, Li2Sn12Pd4, Li2Sn2Au2, Li2Sn8Ir2, Li2Sn8Rh2, Li2SnIr, Li2SnPb, Li2Ti4S8, Li2TiN2, Li2TlAg, Li2TlAu, Li2TlCd, Li2TlHg, Li2TlIn, Li2TlSb, Li2WS4, Li2Y2Mg12, Li2Y2S4, Li2Y2Se4, Li2Y4Si4, Li2Zn2, Li2Zn26, Li2Zn2Sb2, Li2Zn6, Li2ZnGe, Li2ZnGe3, Li2ZrN2, Li3, Li3Ag, Li3Al2, Li3Au, Li3Ca3Pb3, Li3Ca3Sn3, Li3Cd, Li3CeBi2, Li3CeSb2, Li3Cu, Li3Ga, Li3Ga14, Li3Ga2, Li3LaAs2, Li3LaBi2, Li3LaGa8, Li3LaP2, Li3LaSb2, Li3Mg, Li3Mg3, Li3N, Li3Ni, Li3Ni11As7, Li3PS4, Li3Rh, Li3SbS3, Li3SbS4, Li3VS4, Li3Y3Ge3, Li3Y3Si3, Li3Zn3Ge3, Li4, Li4Ag2F10, Li4Al4H16, Li4B12, Li4B4, Li4B4Ir4, Li4B4Rh6, Li4B4Se10, Li4Bi2Au2, Li4Bi2S6, Li4C8N12, Li4Ca4As4, Li4Ca4N4, Li4Ca4Si8, Li4Ca8Si12, Li4Cd2Cl8, Li4Ce4Si8, Li4Cr2Cl8, Li4Cr8S16, Li4Cu2As2, Li4Cu2P2, Li4Cu2S4, Li4Cu4F14, Li4Cu4S4, Li4Fe2Cl8, Li4Fe4Cl16, Li4Fe4F16, Li4Ga4Se8, Li4Ge4N4, Li4H8N4, Li4In2, Li4In4S8, Li4In4Se8, Li4La4Ge8, Li4Mg2, Li4Mg2Cl8, Li4Mg2H8, Li4Mn2Cl8, Li4Mn2F8, Li4Mn4F16, Li4Mn8N6, Li4Mo6S8, Li4Nb2S6, Li4Nb4N8, Li4Ni8S8, Li4P20, Li4Ru4N4, Li4Sb4N8, Li4Sb4S4, Li4Si2, Li4Sn2Se6, Li4Sn4N4, Li4Ti4S10, Li4V2Cl8, Li4ZnCd3, Li5BiS4, Li5CrS4, Li5Ni3N3, Li5Ni9P7, Li5SbS, Li5SbS4, Li6Ag2, Li6Ag4Ge6, Li6B2N4, Li6Bi2, Li6Bi2S6, Li6Fe2F12, Li6Fe2N4, Li6FeCl8, Li6Ga14, Li6Ni2N3, Li6NiCl8, Li6Rh2, Li6Sb2S6, Li6Sb2S8, Li6Sn6, Li6Te2, Li6V2S6, Li6VCl8, Li6Zn2, Li6Zn4Sn8, Li7Cu2N3, Li7Pb2, Li8Al6Cu12, Li8B4Pd12, Li8Bi4S14, Li8Cr4Cl16, Li8Cu4N4, Li8H12Os2, Li8H4N4, Li8H8S8, Li8Nb4S12, Li8Sb2S8, Li8Si2Pt6, Li8Sn4S12, Li8Ti2S8, Li8Y8Sn8, Li8Zn4Cl16, Li9S3N, LiAg2Pb, LiAg2Sn, LiAg3, LiAl2Pt, LiAl2Rh, LiAl3, LiAlAg2, LiAlPd2, LiAlSi, LiAsSe2, LiAu3, LiBH4, LiBiRh2, LiBiTe2, LiC12, LiCa2Cd, LiCa2Ga, LiCa2Hg, LiCa2Mg, LiCa2Pb, LiCaMg14, LiCd2Rh, LiCdHg2, LiCe2Os, LiCeTl2, LiCl, LiCo2Ge, LiCrRh2, LiCu2P2, LiCu3, LiCuAu2, LiCuS2, LiFePd2, LiGa2Ir, LiGa2Ni, LiGa2Pd, LiGa2Ru, LiGaCu2, LiGaPt2, LiGeAu2, LiGeIr2, LiGePt2, LiH, LiHf2Ir, LiHf2Re, LiHf2Tc, LiHfAu2, LiHfMg14, LiHfPd2, LiHfPt2, LiHfS2, LiHg2Pd, LiHg3, LiHPd, LiIn2Rh, LiIn2Ru, LiIn3, LiInAu2, LiInPd2, LiInPt, LiInSe2, LiIr, LiLa2Al, LiLa2Ir, LiLa2Os, LiLa2Ru, LiLaAu2, LiLaHg2, LiLaMg14, LiLaTl2, LiMg, LiMg14Ga, LiMg14Ti, LiMg16Al12, LiMg2Hg, LiMg2Pd, LiMgBi, LiMnIr2, LiMo6Se8, LiNbRh2, LiNi2Ge, LiNi2P2, LiNi2Sn, LiPb, LiPb3, LiPd2Au, LiPd2Pb, LiPd3, LiPdAu2, LiPt3, LiPt7, LiRh2Pb, LiRh3, LiSbPd2, LiSbTe2, LiSc2Os, LiScAu2, LiScHg2, LiScPd2, LiScS2, LiScTl2, LiSiAg2, LiSiIr2, LiSiPt2, LiSiRh2, LiSn3, LiSnAu2, LiSnRh2, LiSnS2, LiTa2S4, LiTaIr2, LiTaRu2, LiTaSe2, LiTi3S6, LiTi3Se6, LiTiIr2, LiTl, LiTl2Rh, LiTlPd2, LiVF6, LiVRh2, LiVS2, LiVSe2, LiY2Al, LiY2Hg, LiY2Ir, LiY2Tl, LiYGa4, LiYPd2, LiYS2, LiYTl2, LiZn2Ag, LiZn2Ir, LiZn2Ni, LiZn2Pd, LiZn2Pt, LiZn2Rh, LiZn3, LiZnCu2, LiZnN, LiZnNi2, LiZnP, LiZr2Os, LiZr2S4, Mg, Mg10Ga4, Mg10Tl4, Mg10Zn2N8, Mg12Al2Bi2, Mg12Al2Cd2, Mg12Cd2Bi2, Mg12Cd2Sb2, Mg12Cu3Ni3, Mg12Ga2Cu2, Mg12Mn4Ni8, Mg12Zn2Bi2, Mg12Zn2Cd2, Mg12Zn2Sn2, Mg13Al14, Mg14AlCd, Mg14AlCu, Mg14AlSi, Mg14AlZn, Mg14BiSb, Mg14CdSi, Mg14CrCd, Mg14CrSn, Mg14CuBi, Mg14GaCu, Mg14GaSb, Mg14GaSi, Mg14GaSn, Mg14MnBi, Mg14MnGa, Mg14MnSb, Mg14MnZn, Mg14NbCd, Mg14NiSb, Mg14TiBi, Mg14TiCd, Mg14ZnGa, Mg14ZnSi, Mg14ZnSn, Mg14ZrAl, Mg14ZrBi, Mg14ZrCu, Mg14ZrSn, Mg14ZrZn, Mg15Al, Mg15Bi, Mg15Cu, Mg15Ga, Mg15Nb, Mg15Sb, Mg15Sn, Mg16Al12Au, Mg16Al12Cl, Mg16Al12Co, Mg16Al12Cr, Mg16Al12F, Mg16Al12Ga, Mg16Al12Hg, Mg16Al12In, Mg16Al12P, Mg16Al12Pb, Mg16Al12Pt, Mg16Al12S, Mg16Al12Tl, Mg16Al12W, Mg16Al12Zn, Mg16Al13, Mg16B2Pt8, Mg16MnAl12, Mg16TaAl12, Mg16TiAl12, Mg16ZrAl12, Mg17Al11Ag, Mg17Al12, Mg18Au6, Mg18Pt6, Mg18Si10, Mg18Sn6, Mg20Rh8, Mg2Ag2Sb2, Mg2AgAu, Mg2AgRh, Mg2Al2, Mg2Al2Se5, Mg2Al4Cl16, Mg2Au4, Mg2Au4F16, Mg2B18N2, Mg2B4H16, Mg2B8Os6, Mg2Bi2, Mg2Bi3, Mg2Bi4, Mg2Cd2, Mg2Cd4, Mg2Co12P7, Mg2Co2Ge2, Mg2Cr2F10, Mg2Cu2As2, Mg2F4, Mg2Ga2, Mg2Ga4, Mg2Hg4, Mg2In2, Mg2In4, Mg2In4S8, Mg2In4Se8, Mg2IrPt, Mg2IrRh, Mg2Mn2F10, Mg2Mn2Te8, Mg2Ni2, Mg2Ni6, Mg2P2S6, Mg2Pd6, Mg2PdAu, Mg2PdRh, Mg2Pt4, Mg2S4, Mg2Sc4, Mg2Sc4S8, Mg2Sc4Se8, Mg2SeS, Mg2Si2As4, Mg2Si2Sb4, Mg2Sn, Mg2Sn2, Mg2Sn2F8, Mg2Sn2P4, Mg2Sn4, Mg2Sn6, Mg2TeS, Mg2Ti4, Mg2Ti4S8, Mg2TlPb, Mg2Zn2, Mg2Zn2Co2, Mg2Zn4, Mg3Al, Mg3As2, Mg3AsN, Mg3Au13, Mg3BiSb, Mg3Cd3, Mg3Cu, Mg3Ga, Mg3Ga3, Mg3Ga3Au3, Mg3Hg, Mg3InAg4, Mg3Ni3, Mg3Ni9B6, Mg3Sc, Mg3Sn, Mg3Sn3, Mg3Zn, Mg3Zn3, Mg4Ag2, Mg4Al4Ag4, Mg4Al8, Mg4As6Rh7, Mg4Cd2, Mg4CdAg5, Mg4Cr4N8, Mg4Cu4P4, Mg4F8, Mg4Fe4F20, Mg4Ga10, Mg4Ga2, Mg4In2, Mg4In8S16, Mg4Ir8, Mg4Ni4Ge4, Mg4Ni8P4, Mg4P2N6, Mg4Pt2, Mg4Sc8S16, Mg4Sc8Se16, Mg4Se3S, Mg4Si2Pt2, Mg4V4F20, Mg4Zn2, Mg4Zn20, Mg4Zn2As4, Mg5In, Mg5Pb, Mg5Pd, Mg5Zn, Mg6Al6Cu6, Mg6Au2, Mg6Cd2, Mg6CdSn, Mg6Cu16Si7, Mg6Fe2N6, Mg6Ga14Co4, Mg6Hg2, Mg6Ir2, Mg6Ni16As7, Mg6Pd2, Mg6Si16Ir6, Mg6Tc2H14, Mg6Zr2, Mg7Al, Mg7Cd, Mg7Cu, Mg7GaAg12, Mg7NbH16, Mg7Sb, Mg7Zn, Mg7Zr, Mg8Ag8Sb8, Mg8Ge4S16, Mg8Ge4Se16, Mg8H16, Mg8Ni4H16, Mg8Si4Se16, Mg8Sn2N8, Mg8Sn4S16, Mg8Sn4Se16, MgAg3, MgAgF3, MgAl2, MgAl2H8, MgAl2S4, MgAl3, MgAu2F12, MgAu3, MgB2, MgCd, MgCd5, MgCdAg2, MgCN2, MgCo6Ge6, MgCr4S8, MgCuSb, MgFeF6, MgFeRh2, MgGa3, MgGa5, MgGaIr2, MgHg3, MgHg5, MgIn2, MgIn2N2, MgIn2Te4, MgIn3, MgIn5, MgInIr2, MgMn2S4, MgMnIr2, MgMnTe2, MgNiH3, MgPbF6, MgPd5, MgPPt5, MgPt3, MgRh2Pb, MgRh5, MgS, MgSc2Cd, MgSc2Tl, MgScAu2, MgScHg2, MgScPd2, MgScRh2, MgSiIr2, MgSn, MgSn5, MgSnAu, MgSnF6, MgSnPd2, MgTaN2, MgTi4S8, MgTi5, MgTiCo2, MgTiN2, MgV4S8, MgVRh2, MgWF6, MgZn2Ir, MgZn2N2, MgZn2Pt, MgZn2Rh, MgZn2Sb2, MgZn3, MgZn3S4, MgZn5, MgZnPd2, MgZnS2, MgZr2, MgZrPd2, MgZrPt2, Mn, Mn10Al16, Mn10As8, Mn10B4P2, Mn10CuGe5, Mn10CuN8, Mn10FeN8, Mn10Ge4, Mn10Ge6, Mn10Nb14N4, Mn10NiN8, Mn10Si2B4, Mn10Si3Ge3, Mn10Si4Ge2, Mn11Al4V, Mn12As8, Mn12B2P2, Mn12C4, Mn12Mo12C4, Mn12N16, Mn12Pt4N, Mn12Si4Ni4, Mn12SiP3, Mn12Sn8, Mn12W12C4, Mn13Ga13, Mn2, Mn20, Mn20Mo3C6, Mn20Si4C4, Mn23B2C4, Mn23B3C3, Mn23C6, Mn29, Mn2AlB2, Mn2AlCr, Mn2AlRe, Mn2AlW, Mn2As2, Mn2As2Fe2, Mn2As2Sr, Mn2As4F24, Mn2Au5, Mn2Au6, Mn2B4H16, Mn2B4Mo, Mn2B4Mo4, Mn2B4W, Mn2B4W4, Mn2B8, Mn2Cd2Se8, Mn2Cd4S6, Mn2Cd8S10, Mn2CdTe3, Mn2Co10N8, Mn2Co2B2, Mn2Co2B4, Mn2Co2Ge2, Mn2Co2P4, Mn2Co2Sb2, Mn2Co2Si4, Mn2Co2Sn2, Mn2CoAs, Mn2CoGe, Mn2Cr2P4, Mn2Cr2Si4, Mn2Cr2Te4, Mn2CrCo, Mn2CrSe3, Mn2Cu2Se8, Mn2Cu6, Mn2F8, Mn2Fe2B2, Mn2Fe2Ge2, Mn2Fe2Si4, Mn2Fe8Si6, Mn2Ga12, Mn2Ga2Ge2, Mn2Ga2Ni2, Mn2Ga2Pt2, Mn2GaRh, Mn2GaW, Mn2Ge2Sr, Mn2Ge2Y, Mn2Ge4, Mn2GeRu, Mn2In2Cu8, Mn2Ir2, Mn2Ir6, Mn2IrRh, Mn2Mo2As4, Mn2N, Mn2N2, Mn2Nb6Se12, Mn2Nb8S16, Mn2Nb8Se16, Mn2NbAl, Mn2NbGa, Mn2Ni2, Mn2Ni2Ge2, Mn2Ni2N4, Mn2Ni2P4, Mn2Ni2Te4, Mn2Os6, Mn2P4, Mn2Pd2, Mn2Pd6, Mn2PdPt, Mn2Pt2, Mn2PtRh, Mn2Re2B4, Mn2Re6B4, Mn2Ru6, Mn2S2, Mn2S4, Mn2Sb2, Mn2Sb4Se8, Mn2SbAs, Mn2SbTe, Mn2Se2, Mn2Se4Rb4, Mn2Si4Ni2, Mn2SiNi, Mn2SiRu, Mn2Sn4, Mn2SnS4, Mn2Te2, Mn2TeSe, Mn2V2As4, Mn2V2Ga10, Mn2V2P4, Mn2VGe, Mn2VSi, Mn2Zn2F10, Mn2Zn2F8, Mn2Zn2N4, Mn2Zn2S8, Mn2Zn2Se8, Mn2Zn2Te8, Mn2Zn4N6, Mn2Zn6, Mn2Zn8S10, Mn3Al, Mn3Al2V3, Mn3As3Pd3, Mn3As3Rh3, Mn3As3Ru3, Mn3AuN, Mn3B4, Mn3B4Mo3, Mn3B4W, Mn3B8Mo3, Mn3CdTe4, Mn3Co4Ge6, Mn3CoAs2, Mn3CoP4, Mn3Cr3B8, Mn3CrAs4, Mn3CrTe4, Mn3Fe3As3, Mn3Fe3Ge2, Mn3Fe3Si2, Mn3Fe9C4, Mn3Fe9P4, Mn3Fe9P6, Mn3FeAs4, Mn3FeP4, Mn3Ga, Mn3Ga4Ni9, Mn3GaN, Mn3Ge, Mn3Ge3Nb3, Mn3Ge3Pd3, Mn3Ge3Rh3, Mn3InC, Mn3Ni3As3, Mn3Ni3P3, Mn3Ni3Sn2, Mn3Ni4Sb, Mn3Ni4Sn, Mn3P3Rh3, Mn3P6Pd20, Mn3Pd5, Mn3Re, Mn3RhN, Mn3Sb, Mn3Si, Mn3Si6Pd9, Mn3SnH, Mn3Te2Se, Mn3VP4, Mn4Al2S8, Mn4As2, Mn4As2P2, Mn4As4, Mn4AsP3, Mn4B16, Mn4B2, Mn4B4, Mn4BiSb3, Mn4C6N12, Mn4Cd4F20, Mn4CdS5, Mn4Co11Ge5, Mn4Co2N4, Mn4Co4As4, Mn4Co4Ge4, Mn4Co4P4, Mn4CoS5, Mn4Cr2N6, Mn4Cu8Se8, Mn4Cu8Te8, Mn4F10, Mn4F12, Mn4Fe2N4, Mn4Fe2P3, Mn4Fe4P4, Mn4FeS5, Mn4Ga10, Mn4Ga2Cu6, Mn4Ga8Te16, Mn4Ge2, Mn4Ge4, Mn4Ge4Ir4, Mn4Ge4Y4, Mn4Ge6Ir7, Mn4Ge8Pd12, Mn4In8Te16, Mn4N, Mn4Ni2N4, Mn4Ni4As4, Mn4Ni4Ge4, Mn4Ni4P4, Mn4P16, Mn4P24W2, Mn4P4S12, Mn4Pd8, Mn4Re4N8, Mn4Rh4N8, Mn4Ru2N6, Mn4S6, Mn4S8, Mn4Sb2, Mn4Sb3As, Mn4Se8, Mn4Si3Ni5, Mn4Sn2Pd6, Mn4Te3Se, Mn4Te4, Mn4Te8, Mn4Tl4Cl12, Mn4V2N6, Mn4VSe5, Mn4Zn2S8, Mn4Zn2Se8, Mn4Zn2Te8, Mn4Zn4F20, Mn4Zn4N8, Mn4ZnS8, Mn4Zr2, Mn5Al2V, Mn5BPd15, Mn5Fe5C4, Mn5Fe5Si6, Mn5Ni8Sn3, Mn5Sb4, Mn6Al8Si4, Mn6As2, Mn6As4, Mn6Co2, Mn6Co2N6, Mn6Cr2N6, Mn6Cr6P4, Mn6F18, Mn6F20, Mn6F24, Mn6Fe2N6, Mn6Fe4N8, Mn6Ga2, Mn6GaGe, Mn6Ge2, Mn6Ge2N2, Mn6Ge6Rh6, Mn6Ge6Y, Mn6Ge6Zr, Mn6Ir2, Mn6Mo6P7, Mn6Ni16As7, Mn6Ni2P4, Mn6Ni8Sb2, Mn6P24, Mn6P3, Mn6Pt2, Mn6PtRh, Mn6Se8Cs4, Mn6Se8Rb4, Mn6Si2N8, Mn6Si2W4, Mn6Si4Te12, Mn6Si7Ni16, Mn6Sn4Pd10, Mn7Al4V5, Mn7F16, Mn7SnN2, Mn8Al12, Mn8As6, Mn8Co8Sb8, Mn8Cr4As12, Mn8Fe2C4, Mn8Fe2Ge6, Mn8Fe3N8, Mn8Ga6Cu4, Mn8Ge4S16, Mn8Ge4Se16, Mn8Hf4, Mn8Nb3Al, Mn8Nb3Si, Mn8Nb4, Mn8Sn4Te16, Mn8Ta4, Mn8Zr4, Mn9Al4V3, Mn9Fe2N8, MnAl12, MnAl12Fe, MnAl24Cr, MnAl2Co, MnAl2Cr3, MnAl2Cu, MnAl2Ni, MnAl2Tc, MnAl2Te4, MnAlFe2, MnAlIr2, MnAlNi6, MnAlOs2, MnAlPd2, MnAlRh2, MnAlRu2, MnAlV2, MnAsPd2, MnAu, MnAu2, MnAu3, MnAu4, MnB2, MnB4, MnB4Mo3, MnB4W3, MnBi4S7, MnCd2Te3, MnCd3Te4, MnCd4S5, MnCd4Te5, MnCdS2, MnCdSe2, MnCdTe2, MnCo, MnCo2Ga, MnCo2Ge, MnCo2Sb, MnCo2Sn, MnCo3C, MnCoN2, MnCoPt2, MnCoSb, MnCoSn4, MnCoTe, MnCr2S4, MnCr2Se4, MnCrB2, MnCrN2, MnCrPt6, MnCrSb2, MnCu2Cl4, MnCu2Sn, MnCu4Sn, MnCuPd2, MnCuPt2, MnFe, MnFe2Ge, MnFe3, MnFe3Si8, MnFe4, MnFePd6, MnFeSi4, MnFeSn4, MnGa, MnGa2S4, MnGa2Se4, MnGa2Tc, MnGa4, MnGaFe2, MnGaIr2, MnGaNi2, MnGaPd2, MnGaPt2, MnGaRh2, MnGaRu2, MnGeRh2, MnGeRu2, MnGeTe2, MnHg2S3, MnHg2Te3, MnHg3S4, MnHg4S5, MnHgS2, MnIn2Se4, MnIn2Te4, MnInCu2, MnInF3, MnInRh2, MnMo6Se8, MnN, MnNbRu2, MnNi, MnNi2Ga, MnNi2Ge, MnNi2In, MnNi2Sb, MnNi2Sn, MnNi3, MnNiSb, MnNiSb2, MnNiSe2, MnPd, MnPd2Au, MnPd2Ge, MnPd2In, MnPd2Sb, MnPd2Sn, MnPdTe, MnPt3, MnRbTe2, MnRh, MnRh2Pb, MnRh2Sn, MnRhSb, MnS2, MnSbIr, MnSbPt, MnSbRh2, MnSbRu2, MnSe, MnSe2Rb, MnSiNi2, MnSiRh2, MnSiRu2, MnSiTc2, MnSnAu, MnSnPd2, MnSnPt, MnSnRu2, MnTc2As, MnTc2Ge, MnTc2Sb, MnTe, MnTlCl3, MnTlF3, MnTlRh2, MnV2Cr, MnV2Fe, MnV2Os, MnV2Si6, MnV3, MnVRu2, MnZn, MnZn13, MnZn3, MnZn3S4, MnZn4Se5, MnZnAu2, MnZnIr2, MnZnPd2, MnZnPt2, MnZnRh2, MnZnS2, MnZnSe2, MnZnTe2, Mo, Mo12P4, Mo12Pt8N4, Mo12Te14Cs2, Mo18Os12, Mo18Ru12, Mo20Ru10, Mo2As3P, Mo2AsP3, Mo2C, Mo2Cl10, Mo2CN, Mo2F6, Mo2Ir2, Mo2Ir6, Mo2N2, Mo2P8, Mo2Pt2, Mo2Rh, Mo2Rh2, Mo2Rh6, Mo2Ru6, Mo2S4, Mo2Se2S2, Mo2Se4, Mo2Se4Cl24, Mo2SeS3, Mo2Te4, Mo2W2S8, Mo2W2Se8, Mo2WS6, Mo2WSe6, Mo3Cl12, Mo3Cl18, Mo3P3Ru3, Mo3Pd, Mo3Pt, Mo3S6, Mo3Se2S4, Mo3Se4S2, Mo3Se6, Mo3WS8, Mo3WSe8, Mo4As6, Mo4Cl12, Mo4Hf2, Mo4N12Na12, Mo4N4, Mo4P4Rh4, Mo4P4Ru4, Mo4Ru2Se8, Mo4S4Cl4, Mo4S8, Mo4S8Cl12, Mo4Se2S6, Mo4Se4S4, Mo4Se6S2, Mo4Se8, Mo5Re24, Mo6AgTe6, Mo6Cl24, Mo6Ir2, Mo6IrRu, Mo6Os2, Mo6OsRu, Mo6PbS8, Mo6Pt2, Mo6Sb14, Mo6Se4S4, Mo6Te8, Mo8P5, Mo8Ru4Se16, MoCl6, MoOs, MoPd, MoPd2, MoPd3, MoPd4, MoPt2, MoPt3, MoRu, MoSe2, MoW, MoW2S6, MoW2Se6, MoW3S8, MoW3Se8, MoWC2, MoWS4, MoWSe4, N10Ca12Fe2, N10Ca12Mn2, N10Cu6Sr12, N10Fe5Sr10, N12Ca8V4, N12Na12W4, N16, N2Ca2Ni2, N2Co4, N2Cr4Ga2, N2Cr6As2, N2CrW, N2Fe6, N2Mn3, N2Mo2Ta2, N2Mo4, N2P6V10, N3Cr6, N3Fe6, N4, N4Ca4Fe2, N4Cl12Mo4, N4F8, N4Fe12Mo12, N4Fe12W12, N4Fe8, N4Mn2Mo2, N4Mn2W2, N4Mn8, N4Ni8Mo12, N6Ca6Cr2, N6Ca6Mn2, N6Ca6V2, N6Mn2Sr6, N8, N8Mo8, Na10Os2N8, Na12B4N8, Na12B4P8, Na12Co2Se8, Na12Co4N8, Na12Cr2N8, Na12Fe2Se8, Na12Fe4S12, Na12Fe4Se12, Na12Mn2Se8, Na12Mn2Te8, Na12Mo2N8, Na12Os2N8, Na12Os4N8, Na12P8W2, Na12Ru2N8, Na12S8Co2, Na12S8Fe2, Na12S8Mn2, Na12Sb4S12, Na12Sb4Te12, Na12W2N8, Na18Sn8, Na2Ag2F8, Na2Au2F8, Na2B2C2, Na2B2H8, Na2B2Pt6, Na2B6H16, Na2Ce2S4, Na2CeF6, Na2Cl6Mn2, Na2Cl8Mn3, Na2Co2F6, Na2Cr2N4, Na2Cr3Se6, Na2Cr4S8, Na2Cu2Se2, Na2Cu2Te2, Na2Fe2As2, Na2Fe2N2, Na2Ge6P6, Na2La2S4, Na2Li2Mg12, Na2Mg12Al2, Na2Mg2F6, Na2Mn2As2, Na2Mn2N2, Na2Mn2Sb2, Na2Mn3Te4, Na2Mo6Se6, Na2Mo6Se8, Na2Ni2F6, Na2P2Mn2, Na2PdC2, Na2Ru2N2, Na2Si12, Na2Sr6, Na2TcF6, Na2Te6Mo6, Na2TiN2, Na2Tl2Se4, Na2Tl6, Na2Tl6S4, Na2Zn26, Na2Zn2Bi2, Na3B20, Na3Ca, Na3CeF7, Na3HfF7, Na3La3F12, Na3Mn4Te6, Na3MoF6, Na3Pd5F12, Na3Tl4, Na3V5Se10, Na3Y3F12, Na3YCl6, Na3Zn, Na4, Na4Ag2F8, Na4B4H16, Na4B4Se14, Na4Cl16Fe4, Na4Cl8Cr2, Na4Cl8Mn2, Na4Co2S4, Na4Co2Se4, Na4Cr8S16, Na4Cu2As2, Na4Cu2F8, Na4Fe2Cl8, Na4Ga4Se6, Na4Ga8Au16, Na4Hg4Cl12, Na4In4Sn8, Na4Li10Sn8, Na4Mg2Cl8, Na4Mg2Sn2, Na4Mg4H12, Na4N4, Na4Nb6S12, Na4Nb6Se12, Na4Ni4N4, Na4P2Cu2, Na4S4Co2, Na4S6Cu8, Na4Sb4F16, Na4Sn2F12, Na4Ti2Cl8, Na4Ti4F16, Na4V4F16, Na4V4N8, Na4Zn4F12, Na5C3N6, Na5Co2S5, Na5Ni9As7, Na6B2S6, Na6B6S12, Na6Ca2, Na6Cd16Au7, Na6Cd7S10, Na6Cr2Cl12, Na6FeCl8, Na6In2Cl12, Na6In2F12, Na6MnCl8, Na6Ni2F12, Na6P2, Na6Pd3F18, Na6S8Cu8, Na6Sc2F12, Na6Si6N10, Na6Ti2F16, Na6Ti3F18, Na6V2F12, Na6Zn2, Na8, Na8Co4Cl16, Na8H12Ru2, Na8Mn4N8, Na8Mn8Se12, Na8S12Mn8, Na8Si8, Na8Tl2Au2, NaAg3, NaBH4, NaBiSe2, NaBiTe2, NaCa3, NaCaMg14, NaCe2Se3, NaCeS2, NaCr5Se8, NaCrS2, NaCrSe2, NaCu3Te2, NaCu4Sb2, NaFe4Sb12, NaHF2, NaLaAu2, NaLaS2, NaLaSe2, NaLaTl2, NaLi2Bi, NaLi2N, NaLi2Pb, NaLi2Sn, NaLi3, NaLi5Sn4, NaMg14Al, NaMg14Bi, NaMg14Cd, NaMg14Ga, NaMg14Sn, NaMg14Zr, NaMgF3, NaMgPb2, NaMgTl2, NaMnSe2, NaMo6Se8, NaMoF6, NaNb6Se8, NaPH6, NaS2Cr, NaS2V, NaS4Cu4, NaSbSe2, NaSbTe2, NaScS2, NaSrMg14, NaTi6Se8, NaTlHg2, NaV2S4, NaV2Se4, NaV6S8, NaVS2, NaVSe2, NaYMg14, NaYTl2, Nb10Al3Si3, Nb10Ge6, Nb10Ge6B2, Nb10Ge6C, Nb10Ge7, Nb10Si2B4, Nb10Si3B3, Nb10Si6B2, Nb10Si6N2, Nb12Al8C4, Nb12Co12C4, Nb12Co8Si4, Nb12Cr12C4, Nb12Cr12N4, Nb12Fe12N4, Nb12Ni12C4, Nb12Si4Ni8, Nb12Sn10, Nb12Zn12N4, Nb13Ni13, Nb16Co8C4, Nb16Fe8N4, Nb16Ni8C4, Nb16Rh8C4, Nb16Zn8C4, Nb18Co8Ge2, Nb18Ni8Ge2, Nb18Os12, Nb20Pt10, Nb2Ag14S12, Nb2Al2Cl16, Nb2Al2Fe8, Nb2AlB6, Nb2B2, Nb2B4Mo4, Nb2CN, Nb2Co6, Nb2Cr2S10, Nb2CrOs, Nb2CrRu, Nb2Cu2Se4, Nb2CuS4, Nb2CuSe4, Nb2CuTe4, Nb2Fe2Se10, Nb2Fe4, Nb2FeS4, Nb2Mo2S6, Nb2Mo2Se6, Nb2Mo2Se8, Nb2MoOs, Nb2Ni2B2, Nb2Ni2Te10, Nb2ReRu, Nb2ReTc, Nb2Ru6, Nb2RuW, Nb2S4Cl4, Nb2TcOs, Nb2TcRu, Nb2Tl2Cl12, Nb2V2Cr2, Nb2VSe4, Nb3Al2Mo3, Nb3AlCo8, Nb3AlCr8, Nb3AlFe8, Nb3B4, Nb3Fe20B6, Nb3Fe3B3, Nb3Fe8Si, Nb3FeSe10, Nb3In, Nb3Ni9P6, Nb3Ru, Nb3S6, Nb3Si12Mo3, Nb3V3Co18, Nb3V3Ge2, Nb3V3Ir2, Nb3V3Si12, Nb3WS8, Nb3WSe8, Nb4Al4Co4, Nb4Al4Cr4, Nb4Al4Cu4, Nb4Al4Fe4, Nb4Al4Ni4, Nb4B2S2, Nb4B6, Nb4C3, Nb4Cl16F4, Nb4Co4As4, Nb4Co4B8, Nb4Co4Ge4, Nb4Co4P4, Nb4Co4Si4, Nb4Co4Te8, Nb4Co6Ge2, Nb4Co8, Nb4CoPt3, Nb4Cr2B4, Nb4Cr4Ga4, Nb4Cr4N4, Nb4Cr4Ni4, Nb4Cr6Si6, Nb4Cr8, Nb4CuSe8, Nb4Fe2B4, Nb4Fe2Co6, Nb4Fe3Si5, Nb4Fe4P4, Nb4Fe4Si4, Nb4Fe4Te8, Nb4Fe8, Nb4FeS8, Nb4Ga2Co6, Nb4Ga2Ni6, Nb4Ga4Cu4, Nb4GaS8, Nb4Ni10Te12, Nb4Ni4As4, Nb4Ni4B8, Nb4Ni4Ge4, Nb4Ni6Ge2, Nb4Ni8, Nb4P2C2, Nb4P4Ru4, Nb4Si2Ni6, Nb4Si4Ni4, Nb4Te16Os4, Nb4Te20Pd4, Nb4V4Co4, Nb4V4Ni4, Nb4V4P4, Nb5B6, Nb5Cr3Se20, Nb5Si6Mo5, Nb5Si6W5, Nb5V3S20, Nb6B4, Nb6B4Ru10, Nb6B6C2, Nb6B6Ru6, Nb6Bi2, Nb6Bi4S12, Nb6CdS8, Nb6Cl16, Nb6Co10B4, Nb6Co16Ge7, Nb6Co16Si7, Nb6Co18, Nb6Co2S12, Nb6Co2Se12, Nb6Co8B14, Nb6Cr2S12, Nb6Cr2Se12, Nb6Cr7, Nb6Cu4S12, Nb6F15, Nb6Fe16Si7, Nb6Fe2Se12, Nb6Fe6Ge6, Nb6Fe7, Nb6Ga4Cl18, Nb6In2, Nb6In4Cl18, Nb6Ni16Ge7, Nb6Ni2Se12, Nb6Ni7, Nb6Os2, Nb6PbS8, Nb6Rh18, Nb6RuRh, Nb6Sb4Te10, Nb6Si6Ru6, Nb6Si7Ni16, Nb6SnSe8, Nb6Tl4Cl18, Nb6V2Se12, Nb7, Nb7B4C4, Nb7B6C3, Nb7B8Ru6, Nb7Co6, Nb7Ni6, Nb8B6C4, Nb8B8Os4, Nb8Co16, Nb8Co2S16, Nb8Co2Se16, Nb8Co8Si14, Nb8Cr16, Nb8Cr2Si6, Nb8Cu2Si2, Nb8Fe16, Nb8Fe2P2, Nb8Fe8Si14, Nb8Ni16, Nb8Ni2P2, Nb8Ni2S16, Nb8Ni2Se16, Nb8P20, Nb8PtSe20, Nb8Si14Ni8, Nb8Si2C6, Nb8V2S16, Nb8V2Se16, Nb8V4Si10, Nb9IrS20, NbAl2Ni9, NbAl6Mo, NbAlFe2, NbAlOs2, NbB2, NbB2W, NbB4Mo3, NbCo3, NbCoSn, NbCr3S8, NbCrF6, NbCu3Te4, NbF4, NbFe3, NbFeRu2, NbGa3Ni12, NbGaFe2, NbGaOs2, NbGaRu2, NbInNi, NbInRu2, NbMo, NbMoS4, NbMoW, NbNi6Mo, NbOs3, NbReMo, NbRu, NbRu3, NbRuSb, NbSiRu2, NbSnRu2, NbTc2Ge, NbTl3S4, NbV, NbVB4, NbVF6, NbVH4, NbVRe, NbW, NbW3S8, NbWSe4, NbZnCo2, NbZnRu2, NCo, NCr3Ga, NCr3Pd, NCr3Pt, NCr3Rh, NFe3Pd, NFe4, NFe8, Ni, Ni10Ga6Ge4, Ni10Ge6, Ni10Sb4, Ni11Ge2Te4, Ni11Zr9, Ni12B4, Ni12Bi8S8, Ni12Mo12C4, Ni12Se10, Ni12Sn8, Ni13Ga9, Ni14Hf6, Ni14P14, Ni14Zn12Ge4, Ni16B12, Ni16Ge4B6, Ni16GeP5, Ni17Ge4Se4, Ni2, Ni21Ge2B6, Ni21Hf8, Ni21Sn2P6, Ni2As2Rh2, Ni2As2Sr, Ni2As3Pd4, Ni2As4, Ni2As4Rh6, Ni2As4Zr4, Ni2Au6, Ni2B2, Ni2B6Mo6, Ni2B6W6, Ni2Bi12Rh2, Ni2Bi2, Ni2CuSn, Ni2Ga3, Ni2Ga4Y2, Ni2GaHf, Ni2GaNb, Ni2GaZr, Ni2Ge2Pd2, Ni2Ge2Pt4, Ni2Ge2Sr, Ni2Ge2Y, Ni2Ge4Pd2, Ni2Ge4Sr2, Ni2H, Ni2Hf4, Ni2Mo, Ni2Mo2P16, Ni2Mo6S8, Ni2NbSn, Ni2P16W2, Ni2P2Rh2, Ni2P2S6, Ni2P2Se6, Ni2P4W2, Ni2Pb2, Ni2Pd4Te4, Ni2Pd6, Ni2Pt2, Ni2Rh4S8, Ni2Ru2S8, Ni2S4, Ni2Sb12Ru2, Ni2Sb2, Ni2Sb4, Ni2SbTe, Ni2Se2, Ni2Se4, Ni2Sn4Au, Ni2SnHf, Ni2Ta, Ni2Ta4, Ni2Te2, Ni2Y2In4, Ni2Zn2, Ni2ZnGe, Ni2Zr2, Ni2ZrIn, Ni2ZrSn, Ni3As3Pd3, Ni3Au, Ni3Bi2S2, Ni3Ge, Ni3In, Ni3In3, Ni3Nb, Ni3P3Pd3, Ni3P3Rh3, Ni3P3W3, Ni3Pt, Ni3Sb, Ni3Sb2Te2, Ni3Se2, Ni3Se2Pb2, Ni3Se3, Ni3Se4, Ni3Se4Cs2, Ni3Sn, Ni3Sn4, Ni3Sn4Pt2, Ni3SnN, Ni3Te4, Ni4, Ni4As3S5, Ni4As4Se4, Ni4As8, Ni4B2, Ni4Bi12, Ni4Bi4Se4, Ni4Ge2, Ni4Ge2Sr2, Ni4Ge3As9, Ni4Ge4, Ni4Ge4Hf3, Ni4Ge4Ta4, Ni4Ge8, Ni4Hf2, Ni4In2, Ni4Mo, Ni4Mo8P4, Ni4N, Ni4Nb4As8, Ni4Nb4Te8, Ni4P16, Ni4P2Pd2, Ni4P4S4, Ni4Rh2S8, Ni4Ru, Ni4S8, Ni4Sb12, Ni4Sb2Te4, Ni4Se4S4, Ni4Se4Sb4, Ni4Se8, Ni4Si4Ti4, Ni4Sn3Sb9, Ni4Te4Pd4, Ni4Te6Ta2, Ni4W, Ni4Y2, Ni4Y4, Ni4Zn22, Ni4Zr2, Ni4Zr2Sb2, Ni4Zr4In2, Ni4Zr4Sb4, Ni4Zr4Sn2, Ni4ZrSn, Ni5Y, Ni5Zr, Ni6As2, Ni6As6, Ni6Bi4S4, Ni6C2, Ni6Ga14, Ni6Ge2P, Ni6Ge4Sr2, Ni6In2, Ni6Mo2, Ni6Mo4P2, Ni6N2, Ni6Nb2, Ni6P24, Ni6P3, Ni6P6, Ni6Pb4S4, Ni6Rh2, Ni6Sb2, Ni6SbTe2, Ni6Se4Bi4, Ni6Se8, Ni6Se8Rb4, Ni6Sn2, Ni6SnSb, Ni6SnSe2, Ni6SnTe2, Ni6Ta2, Ni6Te4, Ni6Zr2, Ni6Zr6Sb8, Ni7Ge4, Ni7Mo9P6, Ni7Sn8, Ni8As16, Ni8B6, Ni8Ge4, Ni8Mo16C4, Ni8Mo16N4, Ni8P8, Ni8Pd4Se8, Ni8Sn4P4, Ni8Sr2Sn4, Ni8W16C4, Ni9Ga6Y3, Ni9Hf3, Ni9Sn2S2, NiAgF3, NiAgSe2, NiAu3, NiB2Mo2, NiB2W2, NiCl2, NiCu2Zn, NiGa, NiHg4, NiIn, NiIr3, NiMo4N5, NiMo6Se8, NiN2F14, NiP2S6, NiPbF6, NiPd, NiPt3, NiRh, NiRh2Sn, NiRhF6, NiRu, NiS2, NiSe4Rh2, NiSn2Au, NiSrSn3, NiTe2, NiTe8Mo6, NiTeSe, NiYBi, NiYSb, NiZn, NiZnSb, NiZrBi, NMn, NMn3Ir, NMn3Ni, NMn3Pd, NMn3Pt, NMn3Zn, NMo, NV, Os10W20, Os2, Os2Rh6, Os2Ru6, Os2Se4Cl24, Os4F24, Os6W2, Os8Ge12, OsCl4, OsClF8, OsPt3, OsPt4, P12Co4, P12Ni4, P12Os3, P12Ru3, P12Ru4, P2, P24Fe6, P24Mn4Mo2, P24Mn4Nb2, P24Ti2Mn4, P2Ca2Cu2, P2CaCo2, P2CaCu2, P2CaFe2, P2CaMn2, P2CaNi2, P2CaRu2, P2Cl18Mo2, P2Cl18V2, P2Co2Hf4, P2Co2Nb8, P2Co2Sr, P2Co2Zr4, P2Cu2Sr2, P2Cu2Zr, P2Cu6Se8, P2Fe2Sr, P2Fe2Ta8, P2H4F6, P2K2Mn2, P2K3Cu3, P2K4Cu2, P2Mn2Cs, P2Mn2Se6, P2Mn2Sr, P2Ni2Hf4, P2Ni2Zr, P2S6Mn2, P2S8Cu6, P2SrRu2, P2V2, P3Co6, P3Fe6, P3Mo3Hf3, P3Ni3Mo3, P3Ru3Hf3, P3Sc3Ru3, P3Ti3Cr3, P3Ti3Ru3, P3Zr3Mo3, P4, P4Co4, P4Co4Zr4, P4Co8, P4Cr12, P4Cr2, P4Cr4, P4Cr4Fe4, P4Cr4Nb4, P4Cu2Y2, P4Fe4, P4Fe4Hf4, P4Fe4Ta4, P4Fe4Zr4, P4H12, P4Mn12, P4Mn4, P4Mn4Nb4, P4Mn4Ta4, P4Mn4Zr4, P4Mo12, P4Mo2, P4Ni12, P4Ni2, P4Ni2Mo2, P4Ni4Nb4, P4Ni4Nb5, P4Os2, P4Os4S4, P4Os4Se4, P4Ru2, P4Ru4, P4Ru4S4, P4Ru4Se4, P4Ru8, P4S6, P4Sc4Ni4, P4V2, P4V4Zr4, P4W12, P4W2, P4W4, P4Zr4Ru4, P5Ca2Cu6, P5Ni12, P6Cr10Zr2, P6Cr12, P6Cu18, P6Ni2W4, P6Pd14, P7Co12Nb2, P7Ni12Zr2, P7Sc2Ni12, P7Sc2Ru12, P8Co4, P8Co8Se8, P8Cr2, P8Cu4, P8Mn2, P8Ni4, P8Ni4Nb4, P8Os2, P8Ru2, P8V2, Pb2Cl2F2, Pb2S2, Pb2Se2, Pb4SeS3, Pb7Cl2F12, Pb8Cl16, PbAu3, PbF2, PbF4, Pd, Pd10Pb6, Pd2, Pd2Cl4, Pd2Se4, Pd3F9, Pd3Rh, Pd3W, Pd4W, Pd8Mo12N4, PdN2, PdRh, PMo, Pt2, Pt2W, Pt3Rh, Pt3W, PtAu, PW6Cl17, Rb12Al2Sb6, Rb12B4N8, Rb12B4S12, Rb12Fe4S12, Rb12Hg2S8, Rb12Hg2Se8, Rb12Re2N8, Rb12Sb4Se12, Rb2, Rb26, Rb2Ag10Se6, Rb2Ag6Se4, Rb2Ag6Te4, Rb2Al2F8, Rb2B12H12, Rb2Bi3F11, Rb2Bi6F20, Rb2C16, Rb2Ca2Cl6, Rb2Cd26, Rb2Co2Cl6, Rb2CoF4, Rb2Cr2Cl6, Rb2Cr4S8, Rb2Cr6S10, Rb2CrCl4, Rb2Cu2Cl6, Rb2Cu6S4, Rb2CuCl4, Rb2CuF4, Rb2Fe2S4, Rb2FeF4, Rb2GeF6, Rb2H6Pt, Rb2HfF6, Rb2Hg6, Rb2Hg7, Rb2In2Cl6, Rb2In2F6, Rb2In2H6, Rb2In6F20, Rb2Mn2As2, Rb2Mn2P2, Rb2MnCl4, Rb2MnCl6, Rb2MnF5, Rb2Mo6Se6, Rb2Na6, Rb2Nb2Cl12, Rb2NbCl6, Rb2Ni3S4, Rb2Ni4F12, Rb2NiF6, Rb2Pb2F6, Rb2PbCl6, Rb2Pd3S4, Rb2Pd4F10, Rb2PdC2, Rb2Pt3S4, Rb2Pt4Se6, Rb2PtC2, Rb2PtCl6, Rb2PtSe2, Rb2ReF6, Rb2SbCl6, Rb2Sc6F20, Rb2Sn2Cl6, Rb2Sn6, Rb2SnF6, Rb2Ta2Cl12, Rb2Te2Au2, Rb2Te6Mo6, Rb2Ti2Cl6, Rb2TiCl6, Rb2Tl2Cl6, Rb2Tl6, Rb2V2Cl6, Rb2W2Cl12, Rb2W6Cl18, Rb2Y2Te4, Rb2ZnF4, Rb2ZrF6, Rb3AlCl6, Rb3AlF6, Rb3AsCl6, Rb3AsF6, Rb3BiCl6, Rb3BiF6, Rb3Cd, Rb3CeCl6, Rb3CeF6, Rb3CoF6, Rb3CrF6, Rb3Cu8S6, Rb3Cu8Se6, Rb3GaCl6, Rb3InCl6, Rb3Mn2Cl7, Rb3Na, Rb3SbCl6, Rb3ScCl6, Rb3ScF6, Rb3TiF6, Rb3TlCl6, Rb3TlF6, Rb3VF6, Rb3YCl6, Rb3YF6, Rb4, Rb4Ag4Se16, Rb4Ag8S6, Rb4As4Pd2, Rb4As4Pt2, Rb4B4F16, Rb4B4S12, Rb4B4Se12, Rb4B4Se14, Rb4Ba2Cl8, Rb4Cd10As8, Rb4Co4N4, Rb4Co6S8, Rb4Cr2Cl8, Rb4Cr4Cl12, Rb4Cr8S16, Rb4Cu2Cl8, Rb4Cu4Cl12, Rb4F12, Rb4Fe4F16, Rb4Ga8Au12, Rb4Ge4Cl12, Rb4Hf4F20, Rb4La4F16, Rb4Mn2Te4, Rb4Mn6S8, Rb4Mn6Te8, Rb4Nb6Cl18, Rb4Ni2As4, Rb4Ni2P4, Rb4Ni4N4, Rb4P4Pd2, Rb4Pb4F12, Rb4Pd6S8, Rb4Pd6Se8, Rb4S2, Rb4S4F20, Rb4Sb4Se8, Rb4Sb8S14, Rb4Si2As4, Rb4Si2S6, Rb4Sn12As12, Rb4Sn2As4, Rb4Sn2Au7, Rb4Sn2Te10, Rb4Sn4Se10, Rb4Sr4Cl12, Rb4Tl4Cl8, Rb4V4N8, Rb4V4Se8, Rb4Zn10Sb8, Rb4Zn4N4, Rb4Zn6S8, Rb5Bi4, Rb5Sb4, Rb6As2, Rb6Au6Cl16, Rb6B2As4, Rb6B2P4, Rb6B6S12, Rb6C3N6, Rb6Co2Cl10, Rb6Cu4Cl14, Rb6Ge8Au2, Rb6In2S6, Rb6Mg2H10, Rb6Mn2H10, Rb6Mn6Cl18, Rb6Na2, Rb6Na4Tl13, Rb6P6Se18, Rb6S6, Rb6Te6, Rb6Ti2F14, Rb8, Rb8Ag4Cl12, Rb8Au12S10, Rb8Cd2Cl12, Rb8Co4Cl16, Rb8Cu4Cl12, Rb8Fe4S10, Rb8In4S10, Rb8Mg4H16, Rb8Mo4S16, Rb8Mo4Se16, Rb8P4Se18, Rb8Te4, Rb8W4Se16, Rb8Zn4Cl16, RbAgCl3, RbAs2Ir2, RbAs2Ru2, RbAsF6, RbAuCl3, RbBH4, RbBiF6, RbCaCl3, RbCaF3, RbCd4As3, RbCeSe2, RbCo2As2, RbCo2P2, RbCo2S2, RbCo2Se2, RbCr5S8, RbCr5Te8, RbCrF6, RbCrSe2, RbCu4Se3, RbCuF3, RbFeCl3, RbHgF3, RbIn6Au4, RbInCl3, RbLaSe2, RbMgF3, RbMnF3, RbNa3, RbNb6Se8, RbNiN, RbP2Ru2, RbPbF3, RbPdF3, RbRuF6, RbSi4Pt4, RbSnF3, RbTi5Se8, RbTi6Se8, RbTl3, RbTlF3, RbV5S8, RbV5Se8, RbV6S8, RbVF3, Re14B6, Re18Mo12, Re2B2Mo2, Re2B2W2, Re2B4, Re2Ge2As2, Re2N4, Re2Os6, Re2Rh6, Re2Ru6, Re2Se4Cl24, Re2Tc6, Re2Te8Mo4, Re2W6, Re3P4, Re3Ru, Re4As6S3, Re4Cl16, Re4Mo2Se8, Re4S2Cl24, Re4Se4S4, Re4Si4, Re4Te4S4, Re4Te8, Re6B2, Re6Ni2, Re6Os2, Re6Ru2, Re8Mo12C4, Re8P20, Re8Si14, Re8W12C4, Re9Mo3Se16, ReOs, ReTe2Cl12, ReW4, Rh2, Rh6W2, Ru, Ru12W18, Ru16Si12, Ru2, Ru2F6, Ru2F8, Ru2Rh2S8, Ru2Rh6, Ru2Sb4, Ru2Sn4, Ru2Te4, Ru4Cl12, Ru4Sb4, Ru4Se2S6, Ru4Se4S4, Ru4Te8, Ru4Ti4Si4, Ru6Cl18, Ru6Rh2, Ru6Sn14, Ru6W2, RuHf, RuN, RuPt, RuRh, RuRh3, RuRh4, RuSbHf, RuSbTa, RuTa, S10Cu4Bi5, S12Cr4Sb4, S12Cr8, S12Cu12Sb4, S12Cu16Ge2, S12Cu4Ta4, S12Fe2Nb6, S12Mn2Nb6, S12Ti6Fe2, S12Ti6Ni2, S12V2Nb6, S16Cr2Nb8, S16Cu4Cs4, S16Cu4Pt8, S16K8Mo4, S16Mn4Sb8, S16Rb8W4, S16Ti8Fe2, S20, S24, S28, S2Cl12Os, S2Cl8W2, S2Co2Sb2, S2Co3In2, S2Co3Sn2, S2CrAu, S2CrCu, S2CrTl, S2Cu2Ag2, S2Cu3Cs, S2KCo2, S2KCr, S2Mo, S2Ni3, S2Ni3In2, S2Ni3Pb2, S2Ni3Sn2, S2ScCu, S2V, S2W, S3Cu4Cs, S3Cu4Tl, S3F18, S3Ni3, S4Co2Rb4, S4Co4As4, S4CoGa2, S4Cr2Ni, S4Cu2Ga2, S4Cu2In2, S4Cu2W, S4Cu3As, S4Cu3Nb, S4Cu3Sb, S4Cu4Ag4, S4Fe2, S4Fe2Rb2, S4Fe2Tl2, S4Fe4Sb4, S4FeGa2, S4K2Cu6, S4K2Fe2, S4K4Co2, S4K4Cu4, S4K4Mn2, S4Mn2Rb4, S4Mn2Sn, S4Mo2, S4Ni4As4, S4Ni4Sb4, S4NiGa2, S4Ti2Fe, S4TiCu4, S4V12, S4V2Au2, S4V2Ni, S4V3, S4V4, S4VCu3, S4VTl3, S5Cu9, S6, S6Cl16Ru2, S6Cu4Ge2, S6Cu4Sn2, S6Cu6, S6Fe4Rb2, S6K2Mo6, S6K3Cu8, S6Mo4, S6Rb2Mo6, S6Ti3Ni, S8, S8CaMo6, S8Cl8, S8Co4, S8Co4Cu2, S8Co4Ni2, S8Co6, S8Co8Sb8, S8Cr4Cd2, S8Cr4Cu2, S8Cr4Fe2, S8Cr4Hg2, S8Cr4Mn2, S8Cr4Zn2, S8Cr5Rb, S8Cu2Ir4, S8Cu2Rh4, S8Cu2Zr4, S8Cu4Ag12, S8Cu4Bi4, S8Cu4Sb4, S8Cu4Y4, S8Cu6As2, S8Cu6Sb2, S8Fe2In4, S8Fe2Rh4, S8Fe4, S8GaMo4, S8K4Mn6, S8K4Ni6, S8KCr5, S8Mn2In4, S8Mn2Sb4, S8Mn6Cs4, S8Mo6, S8Mo6Sn, S8Ni4, S8Ni6, S8Os4, S8Ru4, S8Sc4Mn2, S8SrMo6, S8Ti4Cu2, S8V4Cu2, S8V4Cu3, S8V4Ga, S8V4Ge, S8V6, S9, Sb2As2Ru2, Sb2Cl2F16, Sb2HF13, Sb2Pd2, Sb2Pt2, Sb3Au, Sb4As2S4, Sb4Cl13F7, Sb4Os2, Sb4Os4S4, Sb4Os4Se4, Sb4Pt6, Sb4Rh4, Sb4Ru4S4, Sb4Ru4Se4, Sb4Te4Os4, Sb4Te4Ru4, Sb4Te7Pb, Sb6Te3, Sb6Te6, Sb8Rh4, Sb8S20, Sb8Se12, Sb8Te4Ru4, SbPb, SbPd3, Sc, Sc10In8Co4, Sc10Ru6, Sc12As8, Sc12Si12Ir4, Sc12Si12Ru4, Sc16Ir8, Sc16Ni8, Sc16Pd8, Sc22Ir8, Sc22Os8, Sc2AgOs, Sc2AgRu, Sc2Al6C6, Sc2AlCo3, Sc2AlCu, Sc2AlOs, Sc2AlRu, Sc2B2C2, Sc2B8Ir6, Sc2B8Os6, Sc2BC2, Sc2C, Sc2CCl2, Sc2CdHg, Sc2CdOs, Sc2Co12P7, Sc2Co2C4, Sc2Co3Si, Sc2Co4, Sc2CoCu, Sc2CoIr, Sc2CoNi, Sc2CoOs, Sc2CoPt, Sc2CoRh, Sc2CoRu, Sc2Cr2C4, Sc2Cu2Se4, Sc2Cu2Sn2, Sc2Cu6Se6, Sc2CuAu, Sc2CuIr, Sc2CuNi, Sc2CuOs, Sc2CuPd, Sc2CuPt, Sc2CuTc, Sc2F6, Sc2Fe2C4, Sc2Fe4, Sc2Fe8P4, Sc2Fe8Si4, Sc2Ga2Cu2, Sc2Ga2Ni2, Sc2Ga3Cu, Sc2Ga4, Sc2Ga8Co, Sc2Ga8Ni, Sc2GaNi, Sc2GaOs, Sc2GaRu, Sc2Ge2Au2, Sc2IrOs, Sc2IrRu, Sc2Mn12P7, Sc2Ni21B6, Sc2Ni2C4, Sc2Ni2Ga4, Sc2Ni4, Sc2Ni6, Sc2Ni8As4, Sc2NiIr, Sc2NiOs, Sc2NiRh, Sc2OsAu, Sc2OsPd, Sc2OsPt, Sc2OsRh, Sc2P2S8, Sc2PdPt, Sc2PdRu, Sc2RuAu, Sc2RuPt, Sc2RuRh, Sc2Se4, Sc2Si6Ni2, Sc2Si6Ni4, Sc2V10Ge10, Sc2V10Si10, Sc2V8Si6, Sc2ZnOs, Sc2ZnRu, Sc3, Sc3Ag3Sn3, Sc3AlC, Sc3BPb, Sc3CoC4, Sc3Cu3Ge3, Sc3Cu3Si3, Sc3Cu4Ge4, Sc3Cu4Si4, Sc3Fe3Ge3, Sc3FeC4, Sc3GaC, Sc3Ge3Os3, Sc3Ge3Ru3, Sc3InB, Sc3InC, Sc3IrC4, Sc3Mn3Ge3, Sc3Nb, Sc3Ni3Sn3, Sc3Ni4Ge4, Sc3NiC4, Sc3OsC4, Sc3PbC, Sc3RhC4, Sc3RuC4, Sc3Si3Ru3, Sc3Si4Ni4, Sc3SnB, Sc3SnC, Sc3Te4, Sc3TlB, Sc3TlC, Sc4Al18Co6, Sc4Al4Co4, Sc4Al4Cu4, Sc4Al4Fe4, Sc4Al4Ni4, Sc4B8C8, Sc4B8Os10, Sc4B8Os4, Sc4B8Ru10, Sc4C6N12, Sc4Cd2S8, Sc4Cd2Se8, Sc4Co2, Sc4Co2Ge4, Sc4Co3Sb4, Sc4Co4B16, Sc4Co4Ge4, Sc4Co4P4, Sc4Co4Si4, Sc4Co4Sn4, Sc4Co6Si10, Sc4Co7Ge6, Sc4Cr4C8, Sc4Cr8Si10, Sc4Fe4B16, Sc4Fe6Ru2, Sc4Fe6Si2, Sc4Fe8, Sc4Fe8Si8, Sc4Ga2C2, Sc4Ge6Os7, Sc4Ge6Ru7, Sc4In2C2, Sc4In2Cu4, Sc4Mn2Se8, Sc4Mn4Cr4, Sc4Mn6Si2, Sc4Mn8, Sc4Ni4B16, Sc4Ni4Ge4, Sc4Ni4In2, Sc4Ni4Sn2, Sc4Ni4Sn4, Sc4Os8, Sc4Re8Si12, Sc4Ru8, Sc4Si4Ru4, Sc4Tl2C2, Sc4Zn4Cu4, Sc5BRh15, Sc5CCl8, Sc5NCl8, Sc5Re2C7, Sc6Ag6Sn6, Sc6Al16Ir7, Sc6Al16Ni7, Sc6Al16Os7, Sc6Al16Pd7, Sc6Al16Rh7, Sc6Al16Ru7, Sc6Al6Au6, Sc6B4Ir10, Sc6B4Rh10, Sc6Co16Si7, Sc6Co4Ge6, Sc6Co4Si6, Sc6CoTe2, Sc6FeSb2, Sc6FeTe2, Sc6Ga10Co2, Sc6Ga10Ni2, Sc6Ga16Ir7, Sc6Ga16Os7, Sc6Ga16Rh7, Sc6Ga16Ru7, Sc6Ga8Ni4, Sc6Ir2C8, Sc6Mn4Ni8, Sc6MnTe2, Sc6Ni16Ge7, Sc6NiTe2, Sc6Os2C8, Sc6Rh2C8, Sc6Ru2C8, Sc6Si6Ni2, Sc6Si7Ni16, Sc6Te2Os, Sc6Te2Ru, Sc6V4Si6, Sc7BCl12, Sc7C2Cl10, Sc7CoCl12, Sc8Au4, Sc8B2Cl12, Sc8C6, Sc8Co8Ge14, Sc8Cr4C12, Sc8Fe16, Sc8Mn8Si14, Sc8Os2Cl8, Sc8S12, Sc8Te12, Sc9Ni5Ge8, ScAl6Fe6, ScAlCo2, ScAlPd2, ScB12, ScB2Ir3, ScBIr3, ScBRh3, ScCdCu2, ScCdNi4, ScCo, ScCo2Ge, ScCo2Sn, ScCo3B2, ScCo3C, ScCo6Ge6, ScCoTe, ScCr6Ge6, ScCu, ScCu2, ScCu2Ga, ScCu2In, ScCu3, ScCu4In, ScCu4Sn, ScCuPd2, ScCuSe2, ScFe10Si2, ScFe6Ga6, ScFe6Ge6, ScFe6Sn6, ScGa2Ru, ScGa5Co, ScGa5Fe, ScGa5Ni, ScGaCo2, ScGaRu2, ScInNi4, ScMn4Al8, ScMn6Ge6, ScMn6Sn6, ScMnRh2, ScNbOs2, ScNbRu2, ScNi, ScNi2Ga, ScNi2In, ScNi2Sn, ScNi3, ScNi4Au, ScNi4Sn, ScNi5, ScNiBi, ScNiSb, ScP4Ru6, ScRh3C, ScRu, ScRu3C, ScSbRu2, ScSe, ScSiPd2, ScSnRu2, ScTaFe2, ScTaOs2, ScTaRu2, ScTc2Mo, ScTc2W, ScTiRu2, ScV2Ga4, ScVRu2, ScZn2Cu, ScZnCu2, ScZnNi2, Se13Cu7As6, Se14Mo12Cs2, Se14Rb2Mo12, Se2Mo, Se3, Se4Mo2, Se4W2, Se6, Se6Mo6In2, Se8Mo6, Se8Mo6In, Se8Mo6Pb, Se8Ru4, SF6, Si10Cr4Nb8, Si10Cr8Nb4, Si10Cr8Zr4, Si10V12, Si11C11, Si12Mn6Zr6, Si12Os8, Si12Ru8, Si13C13, Si14Fe8Zr8, Si14Ti8Ni8, Si16Fe8, Si16Os8, Si16Ru8, Si2B4Mo10, Si2Ca2Mn2, Si2Ca2Ni4, Si2CaCu2, Si2CaNi2, Si2Co, Si2Co2Nb8, Si2Co2Y, Si2Co6Nb4, Si2Cr, Si2Cr2Te6, Si2Cr6, Si2Cu16Se12, Si2Cu2Sr, Si2Cu2Y2, Si2Cu4Se6, Si2Cu4Zr3, Si2Fe2Nb8, Si2Fe4, Si2Fe6Zr4, Si2Ge2, Si2H2, Si2Ir6, Si2Mn2Y, Si2Mn2Y2, Si2Mo, Si2Mo6, Si2Ni, Si2Ni2, Si2Ni2Nb8, Si2Ni2Zr, Si2Ni4, Si2Ni6B, Si2Ni6Mo4, Si2Ni6W4, Si2OsRu, Si2P16Cu8, Si2P3Ni, Si2S12Cu16, Si2S6Cu4, Si2Sc4Co6, Si2ScCo2, Si2ScCu2, Si2ScNi2, Si2TcOs, Si2W, Si3B3W10, Si3Cr3Nb3, Si3Mn3Nb3, Si3Ni3Pd3, Si3NiMo12, Si3P4Ni, Si3Pd6, Si3Sc3Mn3, Si3Ti3Co3, Si3Zr3Ru3, Si4Ag8S12, Si4Co2Zr4, Si4Co8, Si4Cr4, Si4Cu4Hf3, Si4Cu4Hf4, Si4Cu4Nb5, Si4Cu4Zr4, Si4Fe4, Si4Fe8Zr2, Si4H12F4, Si4Ir4, Si4Mn4, Si4Mn4Co4, Si4Mn4Ir4, Si4Mn4Ni4, Si4Mn4Rh4, Si4Mn8Se16, Si4Mo4Hf4, Si4MoW, Si4Ni2Pd2, Si4Ni4, Si4Ni4Y4, Si4Ni8, Si4Ni9B2, Si4Os2, Si4Os4, Si4P4Fe, Si4P4Os, Si4P4Ru, Si4Pd12, Si4Pd4, Si4Pt12, Si4Pt4, Si4Rh4, Si4Ru4, Si4Ru8, Si4S16Mn8, Si4Sc4Co2, Si4Sc4Cu4, Si4Sc4Fe2, Si4Sc4Fe4, Si4Sc4Ni4, Si4Sc4Ru2, Si4Ti4Co4, Si4Ti4Cu4, Si4V4Co4, Si4Y4Ru4, Si5Fe11, Si5GeW10, Si5Mo10P, Si6Au20, Si6C2Cl16, Si6Cr10, Si6Cr3, Si6Fe10, Si6H18N2, Si6H2, Si6Mn10, Si6Mo10, Si6Mo2Pt4, Si6Mo3, Si6Mo6W4, Si6Ni3Au, Si6NiMo9, Si6Ru10, Si6Sc6Fe4, Si6Sc6Ni4, Si6Ti6Fe6, Si6Ti6Ru6, Si6V3, Si6W10, Si6W3, Si7Ge, Si7Ni4Au2, Si8Sb8Pt8, Si8Y4Mo6, SiFe3, SiFeCo2, SiFeRu2, SiGe, SiH8, SiMn2Co, SiMn3, SiMnCo2, SiMnFe2, SiNi3, SiNi6Ge, SiNi6Se2, SiOs, SiRu, SiTc2W, SiTiCo2, SiVFe2, Sn12Mo6, Sn12Ru8, Sn14Ir4Os2, Sn14Os6, Sn2C2N4, Sn2Hg6, Sn2Mo6, Sn2P2, Sn2Pb2F8, Sn2Pb6, Sn2Pt, Sn2Pt2, Sn2S2, Sn3Bi, Sn3Pb, Sn4F12, Sn4F8, Sn4Ni8Ca2, Sn4Pd8, Sn4Rh2, Sn4Sb4, Sn5B2Ir6, Sn5B2Rh6, Sn6N8, Sn7Ir5, Sn8B2Rh12, Sn8B6Ir14, Sn8Cl4F12, Sn8Pt2, SnBi, SnBi4Te7, SnCN2, SnMn3N, SnMo6Se8, SnP, SnPb4Se5, SnSb, Sr10As6H2, Sr10Bi6, Sr10Co4N12, Sr10Cr4N12, Sr10Ge4N12, Sr10In4Bi12, Sr10Mn4N12, Sr10Mo4N14, Sr10Os4N12, Sr10Re4N12, Sr10Ru4N12, Sr10Sb6, Sr10Si4N12, Sr10Sn4P12, Sr10Sn6, Sr10Tl6, Sr10V4N12, Sr11Cd6Sb12, Sr11Mg2Si10, Sr12Al4As12, Sr12Ga2N10, Sr12Li8, Sr12Sn4N3, Sr14Ag6, Sr14Au6, Sr2AsAu, Sr2B4Ir4, Sr2B4Rh4, Sr2B4Rh5, Sr2BiAu, Sr2C12, Sr2C4, Sr2C8N12, Sr2Ca6, Sr2CdGa, Sr2Ce2N4, Sr2CoN2, Sr2Cr2F8, Sr2Cu18Sn8, Sr2Cu2Si2, Sr2Cu4Sb4, Sr2Cu6P5, Sr2Cu8Sn4, Sr2CuN2, Sr2F6, Sr2FeH6, Sr2Ga6Pd2, Sr2H6Ru, Sr2HgGe, Sr2In8Ni2, Sr2In8Pt2, Sr2La2Cl10, Sr2La4Cl16, Sr2La4S8, Sr2La4Se8, Sr2Li8N4, Sr2LiCd, Sr2LiGa, Sr2LiIn, Sr2LiTl, Sr2Mg2, Sr2Mg2F8, Sr2Mg3In5, Sr2Mg4, Sr2Mn2Sb4, Sr2Ni10As6, Sr2Ni10P6, Sr2Ni2F8, Sr2Ni2Sn4, Sr2Ni4P8, Sr2NiN2, Sr2P7Rh12, Sr2SbAu, Sr2Si3Ni, Sr2Ta2F14, Sr2Ti2N4, Sr2Tl6, Sr2TlCd, Sr2TlHg, Sr2TlZn, Sr2W2N6, Sr2Zn26, Sr2ZnSb2, Sr3B6Rh8, Sr3B6S12, Sr3Ca, Sr3Mg, Sr3Mg3, Sr3Ni6P6, Sr4As2, Sr4B4Pd16, Sr4B8S16, Sr4C4N8, Sr4CaCl10, Sr4Co4N8, Sr4Cr4N8, Sr4Cu2H12, Sr4Cu4, Sr4F8, Sr4Ge4Pt4, Sr4Hf4S12, Sr4Hg12, Sr4In13Au9, Sr4In8Au8, Sr4La2Cl14, Sr4La4Cl20, Sr4Li4Bi4, Sr4Li4Ge8, Sr4Li4Sb4, Sr4Mg2, Sr4Mg8, Sr4Mn4N8, Sr4Mn4Sb8, Sr4Ni4Ge4, Sr4Sn4S12, Sr4V4N8, Sr4Zn6Au12, Sr5B10Rh14, Sr5Mg, Sr5ZnCd4, Sr6Al2N6, Sr6As8, Sr6B2N6, Sr6B4S12, Sr6Ca2, Sr6Cd8Ga4, Sr6Co2N6, Sr6Co6N10, Sr6Cr2N6, Sr6Cu16Sn8, Sr6Fe6N10, Sr6Ge4N4, Sr6Li2, Sr6Li23, Sr6Mn6N10, Sr6Mo2N6, Sr6Nb2N6, Sr6Os2N6, Sr6P8, Sr6Ru2N6, Sr6Tl10, Sr6V2N6, Sr6W2N6, Sr8Co3N8, Sr8Cr3N8, Sr8Cr4N12, Sr8Fe3N8, Sr8Mn2N8, Sr8Ni3N8, Sr8Ni4N8, Sr8Re4N12, Sr8Ru4N12, Sr8Ta4N12, Sr8V2N8, Sr8V4N12, Sr9B6N12, Sr9Mn2N8, SrAl9Ni2, SrAu5, SrB4Pt6, SrC2, SrCa, SrCa3, SrCN2, SrCo2As2, SrCo2Si2, SrCr2As2, SrCu2Sn2, SrCu4Ag, SrCuGe, SrCuSi, SrFe4Sb12, SrIn2Cu2, SrIn2Hg2, SrInAu5, SrLaB12, SrLaHg2, SrLaPt2, SrLi2Sn, SrLiP, SrLiSi, SrMg14Al, SrMg14Cd, SrMg14Ga, SrMg14Zn, SrMg2As2, SrMg2In2, SrNi12B6, SrNi2Sb2, SrP2Os2, SrRu4Sb12, SrSb2Ru2, SrSi3Ni, SrTl2Cd, SrYMg14, Ta10Al6B, Ta10Al6C2, Ta10Co10B10, Ta10Ga4Sn2, Ta10Ga6B2, Ta10Ge2B4, Ta10Ge6B2, Ta12Al8C4, Ta12C8, Ta12Cr12N4, Ta12Si4Ni8, Ta12Te2Se4, Ta13Co13, Ta13Fe13, Ta13Ni13, Ta16Co8N4, Ta16Fe8N4, Ta16Ni8C4, Ta16Ni8N4, Ta18Os12, Ta20Al10, Ta20Au10, Ta20Au4S4, Ta2Al2Fe8, Ta2Al2Ni12, Ta2B2, Ta2B4Mo4, Ta2C, Ta2Co2Ni4, Ta2Co6, Ta2Co8Mo2, Ta2Cr4, Ta2CrFe, Ta2CrOs, Ta2CrRe, Ta2CrRu, Ta2CrSi6, Ta2CS2, Ta2Cu2S4, Ta2Fe8W2, Ta2FeMo, Ta2FeOs, Ta2FeRu, Ta2FeS4, Ta2MnOs, Ta2MnRe, Ta2MnV3, Ta2MoIr, Ta2MoOs, Ta2MoRu, Ta2MoS6, Ta2MoW, Ta2NbOs, Ta2NbRe, Ta2NbRu, Ta2Ni2B2, Ta2Ni2Te10, Ta2NiS4, Ta2Os6, Ta2OsRu, Ta2OsW, Ta2Pd3Ru3, Ta2ReMo, Ta2ReOs, Ta2ReRu, Ta2ReW, Ta2Ru6, Ta2RuW, Ta2TcMo, Ta2TcOs, Ta2TcRu, Ta2TcW, Ta2Ti2Fe8, Ta2TiW, Ta2Tl2Cl12, Ta2V4, Ta2VC2, Ta2VIr, Ta2VOs, Ta2VRe, Ta2VRu, Ta3AlB8, Ta3AlCo8, Ta3AlCr8, Ta3B4, Ta3Co2Mo, Ta3Co9, Ta3Cr5N4, Ta3Fe3B3, Ta3Fe8Si, Ta3In2Se6, Ta3Mn3Ge3, Ta3Mn3Si3, Ta3Mn8Al, Ta3Mn8Si, Ta3Mo3N4, Ta3MoS8, Ta3Os, Ta3Re, Ta3Ru, Ta3Si12Mo3, Ta3TiB4, Ta3V3Si12, Ta3V7Si6, Ta3W, Ta4Al2C2, Ta4Al4Cu4, Ta4Al4Fe4, Ta4Al4Ni4, Ta4B2, Ta4C3, Ta4Cl16F4, Ta4Co4As4, Ta4Co4B8, Ta4Co4Ge4, Ta4Co4Si4, Ta4Co6Ge2, Ta4Co6Si2, Ta4Co8, Ta4CoNi, Ta4Cr2B4, Ta4Cr4Co4, Ta4Cr4Ni4, Ta4Cr4P4, Ta4Cr6Cu2, Ta4Cr6Si2, Ta4Cr8, Ta4Cu3Ni9, Ta4F20, Ta4Fe2B4, Ta4Fe4As4, Ta4Fe4Ge4, Ta4Fe4Si4, Ta4Fe5Te12, Ta4Fe8, Ta4Ga2C2, Ta4Ga2Co6, Ta4Ga2Ni6, Ta4In2C2, Ta4MoS10, Ta4MoS8, Ta4MoSe10, Ta4Ni12, Ta4Ni2S10, Ta4Ni2Se10, Ta4Ni2Se14, Ta4Ni4As4, Ta4Ni4B8, Ta4Ni4P4, Ta4Ni4P8, Ta4Ni4Te8, Ta4Ni6Ge2, Ta4Ni6S16, Ta4Ni6Se16, Ta4Ni8Te8, Ta4NiS8, Ta4P4Ru4, Ta4Si2Ni6, Ta4Si4Ni4, Ta4Si6Mo6, Ta4Sn8, Ta4Te16Os4, Ta4Te16Ru4, Ta4Tl4S12, Ta4Tl4Se12, Ta4V4Co4, Ta4V4Ni4, Ta4V4P4, Ta4V6Cu2, Ta4V6Ge2, Ta4V6Si2, Ta4WC5, Ta5B6, Ta5Ni4P4, Ta5S8, Ta6Al2C4, Ta6B4, Ta6B4Ru10, Ta6B6Ru6, Ta6Bi4S12, Ta6Co10B4, Ta6Co16Ge7, Ta6Co16Si7, Ta6Co18, Ta6Co2S12, Ta6Cr2S12, Ta6Cr2Se12, Ta6Cu4S12, Ta6Fe2S12, Ta6Fe7, Ta6Mn2S12, Ta6Mn6Si6, Ta6Pb2S12, Ta6Re6Si6, Ta6Ru4, Ta6Si6Ru6, Ta6Tl4Cl18, Ta6V2S12, Ta6V2Se12, Ta7B8Ru6, Ta7Co6, Ta7Fe6, Ta8Ag2S16, Ta8Al2C6, Ta8B2Te16, Ta8B8Os4, Ta8Co16, Ta8Co2P2, Ta8Co8Si14, Ta8Cr2Se16, Ta8Fe2S16, Ta8Fe8Si14, Ta8Mn2S16, Ta8Ni2P2, Ta9Co2S6, Ta9Fe2S6, Ta9Ni2S6, TaAg7S6, TaAl2Ni9, TaAl4Ni15, TaAlFe2, TaAlOs2, TaAlRu2, TaB2, TaB2Mo, TaB4W3, TaC, TaCr3S8, TaCrB4, TaCu3S4, TaCuRh2, TaFe2Ge, TaFeRu2, TaGaFe2, TaGaNi2, TaGaNi6, TaGaOs2, TaGaRu2, TaGeRu2, TaInRu2, TaMn2Al, TaMn2B4, TaMn2Ga, TaMn2Ge, TaMnRu2, TaMo, TaMo4S10, TaMoW, TaNb, TaNbC2, TaNbMo, TaNbV, TaNbW, TaNi3, TaNi6Mo, TaOs3, TaRu3, TaS2, TaSi10W4, TaSiRu2, TaSnRu2, TaTi, TaTi3, TaTiB4, TaTiC2, TaTiFe2, TaTiMn2, TaTiNi6, TaTiOs2, TaTiRu2, TaTiTc2, TaVB4, TaVC2, TaVH4, TaW, TaW3, TaWSe4, TaZnCo2, TaZnOs2, TaZnRh2, TaZnRu2, Tc14B6, Tc2B4, Tc2Os6, Tc2Ru6, Tc3Ge, Tc3Os, Tc3Pd, Tc4N2, Tc6B2, Tc6Ge2, Tc6Ni2, Tc6Os2, Tc6Ru2, TcN, TcRu, Te16Mo9Ru3, Te16Rh9, Te16Ru2Cl4, Te2Mo2Se2, Te2Mo3S4, Te2Mo3Se4, Te2Mo4S6, Te2Mo4Se6, Te2W, Te2W2Cl18, Te2W2S2, Te2W3S4, Te2W3Se4, Te2W4S6, Te2W4Se6, Te3Au, Te4, Te4As4Os4, Te4As4Ru4, Te4F16, Te4Mo2, Te4Mo3S2, Te4Mo4S4, Te4Mo4Se4, Te4Pb4, Te4Pb5Se, Te4Ru4Se4, Te4W2, Te4W2Cl12, Te4W3S2, Te4W3Se2, Te4W4S4, Te4W4Se4, Te6Cr2Ge2, Te6Mo2W, Te6Mo3, Te6MoW2, Te6W4S2, Te6W4Se2, Te8Au4, Te8Mo2W2, Te8Mo3W, Te8Mo4Ru2, Te8MoW3, Te8Os4, Te8W4, TeAs, TeF6, TeMo2S3, TeMo2Se3, TePd3, TeW2Se3, Ti10Ag2Sn6, Ti10As6, Ti10Co2Sb4, Ti10Co2Sb6, Ti10CrSb5, Ti10Cu2Bi6, Ti10Cu2Sb4, Ti10Cu2Sb6, Ti10Cu2Sn6, Ti10CuSn6, Ti10Fe2Sb4, Ti10Fe2Sn6, Ti10Ga6, Ti10Mn2Sb4, Ti10Mn2Sn6, Ti10Ni2Sn6, Ti10Si2, Ti13Al9Co8, Ti16Co4Ni4, Ti16Co8, Ti16Cu8, Ti16Fe4Ni4, Ti16Fe8, Ti16Ni8, Ti2AlCr, Ti2AlMo, Ti2AlW, Ti2As4W3, Ti2BRh6, Ti2C, Ti2CCl2, Ti2Cd6, Ti2Cl6, Ti2CN, Ti2Co12P7, Ti2Co3Sn2, Ti2Co4, Ti2Co6, Ti2CoIr, Ti2CoMo, Ti2CoNi, Ti2CoOs, Ti2CoS4, Ti2CoSe4, Ti2CoTc, Ti2Cr2S8, Ti2Cr4, Ti2CrIr, Ti2CrSe4, Ti2CrSi6, Ti2CrTe4, Ti2Cu, Ti2Cu2, Ti2Cu2Ge2, Ti2Cu2Ni4, Ti2Cu2Sn2, Ti2Cu3, Ti2Cu4, Ti2Cu6, Ti2CuIr, Ti2CuNi, Ti2CuRe, Ti2CuSb3, Ti2CuTc, Ti2F6, Ti2F8, Ti2Fe2H2, Ti2Fe2H4, Ti2FeCo, Ti2FeCu, Ti2FeIr, Ti2FeOs, Ti2FeRu, Ti2FeTc, Ti2GaRe, Ti2HC, Ti2IrRu, Ti2IrW, Ti2MnAl, Ti2MnFe, Ti2MnIr, Ti2MnNi, Ti2MnOs, Ti2MnRe, Ti2MnRh, Ti2MnRu, Ti2MnTc, Ti2Mo2As4, Ti2Mo2S6, Ti2MoIr, Ti2MoOs, Ti2MoPd, Ti2MoPt, Ti2Nb2Fe8, Ti2Nb6Se12, Ti2Ni2, Ti2NiIr, Ti2NiMo, Ti2NiS4, Ti2NiSe4, Ti2OsRh, Ti2OsRu, Ti2P4S12, Ti2ReNi, Ti2ReOs, Ti2ReRu, Ti2RuRh, Ti2SeN2, Ti2Si6Mo, Ti2Si6W, Ti2TcNi, Ti2TcOs, Ti2TcRu, Ti2V2S4, Ti2V8Si6, Ti2VIr, Ti2VOs, Ti2VS4, Ti2VSe4, Ti2VTe4, Ti2Zn2F10, Ti3AlNi12, Ti3B4, Ti3B4Mo, Ti3B4Mo3, Ti3Co3Ge3, Ti3CoS6, Ti3Cr3As3, Ti3Cr3Si12, Ti3Cr9Si4, Ti3Cu4, Ti3Fe3As3, Ti3Fe3P3, Ti3Fe5P4, Ti3FeS6, Ti3Mn3As3, Ti3Mn3P3, Ti3Mn3Si12, Ti3Mn3Sn12, Ti3MoAs4, Ti3Nb, Ti3Ni3Ga3, Ti3Os, Ti3P3Os3, Ti3Tl, Ti3TlC, Ti3VS4, Ti3VS6, Ti3WC4, Ti4Al11Ni, Ti4Al4Cr4, Ti4Al4Cu4, Ti4Al4Fe4, Ti4Al6Ni2, Ti4As8W6, Ti4B4, Ti4C3N, Ti4C6N12, Ti4Cl12, Ti4CN3, Ti4Co4Ni8, Ti4Co4P4, Ti4Co5Ni, Ti4Co6Si2, Ti4CoS8, Ti4Cr6Si2, Ti4Cr8, Ti4Cr8P12, Ti4Cr8Si10, Ti4CrC5, Ti4CrTe8, Ti4Cu16, Ti4Cu4Ge4, Ti4Cu6, Ti4Cu8P4, Ti4CuAg, Ti4Fe2P3, Ti4Fe4P4, Ti4Fe8, Ti4FeSe8, Ti4In6Cl18, Ti4Mn4Al4, Ti4Mn4Cr4, Ti4Mn4N8, Ti4Mn5V3, Ti4Mn6V2, Ti4Mn8, Ti4MnS8, Ti4Ni12, Ti4Ni4As4, Ti4Ni4Ge4, Ti4Ni4P4, Ti4NiS8, Ti4Pt12, Ti4Re2B4, Ti4Si2Ni6, Ti4Tl2C2, Ti4V, Ti4V4P4, Ti4WC5, Ti4Zn2S8, Ti4ZnS8, Ti5CN4, Ti5CoSe10, Ti5Cu2S10, Ti5CuS10, Ti5Fe4Sb4, Ti5Mn7, Ti5MnS10, Ti5TlS8, Ti5TlSe8, Ti6Al16Co7, Ti6Al16Fe7, Ti6Al16Ir7, Ti6Al16Ni7, Ti6Al16Os7, Ti6Al16Pd7, Ti6Al16Ru7, Ti6As6Ru6, Ti6Cl18, Ti6Co10B4, Ti6Co16Ge7, Ti6Co16Si7, Ti6Co2S12, Ti6Fe6Ge6, Ti6Fe6Si6, Ti6Ga16Co7, Ti6Ga16Ir7, Ti6Ga16Ni7, Ti6Ga16Pt7, Ti6Ge2B, Ti6Ge6Os6, Ti6Ge6Ru6, Ti6Mn6Ge6, Ti6Nb2, Ti6Ni16Ge7, Ti6Ni6, Ti6Ni8, Ti6P3, Ti6Si2B, Ti6Si6Mo4, Ti6Si6Os6, Ti6Si7Ni16, Ti6V4Si6, Ti6V6Ge10, Ti8C5, Ti8Co2Bi4, Ti8Co8Ge14, Ti8Co8Si14, Ti8Cr16, Ti8Cr2Bi4, Ti8Cr2Te16, Ti8Cr4Ge10, Ti8Cu3Ni, Ti8Cu3S16, Ti8Cu4S16, Ti8Fe4Se16, Ti8Ga2C6, Ti8Ni2Bi4, Ti8Ni4Ga6, Ti8Ni8, Ti8Ni8Ge14, Ti8Ni8In4, Ti9Ni9, TiAgF6, TiAl2V, TiAl4Ni15, TiAl6Mo, TiAlCo2, TiAlFe2, TiAlNi6, TiAlOs2, TiAlRu2, TiB2, TiB2Mo, TiB2W, TiB4Mo, TiCdHg2, TiCo, TiCo2Ga, TiCo2Ge, TiCo2Sn, TiCo3, TiCo6Ge6, TiCoSb, TiCoSn, TiCr2S4, TiCr2Se4, TiCr2Si6, TiCr2Te4, TiCrAs2, TiCrB4, TiCrN2, TiCrP2, TiCrS2, TiCrTc2, TiCu, TiCu2In, TiCuF6, TiCuNi, TiCuNi2, TiCuS2, TiFe, TiFe2Ge, TiFe2Sb, TiFe2Se4, TiFe2Si, TiFe2Sn, TiFe6Ge6, TiFeSb, TiFeTe, TiGa5Co, TiGa5Ni, TiGaCu2, TiGaFe2, TiGaNi6, TiGaRu2, TiGeRu2, TiInCo2, TiInNi2, TiMn2Al, TiMn2Ga, TiMn2Ge, TiMn2Si, TiMn2V, TiMn2W, TiMnCo2, TiMnIr2, TiMnRh2, TiMo, TiMo2, TiMo2S4, TiMo2W, TiMo3, TiMoC2, TiMoP2, TiNb, TiNb3Ni12, TiNbB2, TiNbB4, TiNbC2, TiNbCr4, TiNbRu2, TiNi, TiNi2Ga, TiNi2In, TiNi2Sb, TiNi2Sn, TiNiSb, TiNiSn, TiOs, TiP2W, TiP4W3, TiRe2Mo, TiRe2W, TiRu, TiRuSb, TiSb4Mo, TiSi6Mo2, TiSiOs2, TiSiRu2, TiSnRu2, TiTc2Mo, TiTc2W, TiTeRu, TiTl3F6, TiV2Te4, TiVAs2, TiVB4, TiVC2, TiVH4, TiVN2, TiVRe2, TiVRu2, TiVSe4, TiVTc2, TiW, TiWC2, TiZnCo2, TiZnCu2, TiZnF6, TiZnNi2, Tl10Hg3Cl16, Tl10Te6, Tl12Ge4Te12, Tl18S9, Tl2Ag2Cl6, Tl2Au2Cl8, Tl2B12H12, Tl2B2Se6, Tl2Bi2F8, Tl2CdTe4, Tl2Co2Cl6, Tl2CoF4, Tl2Cr6S10, Tl2Cr6Se10, Tl2CrF6, Tl2Cu2S4, Tl2Cu6S4, Tl2Cu6Se4, Tl2Fe2Se4, Tl2Fe3Se4, Tl2Ge2Cl6, Tl2Ge2F6, Tl2In10S12, Tl2In10S14, Tl2In10Se14, Tl2In2Cl6, Tl2In2S4, Tl2In2Se4, Tl2In2Te4, Tl2In6, Tl2Mo6Se6, Tl2Ni2Cl6, Tl2Ni3S2, Tl2PtCl6, Tl2SnCl6, Tl2SnF6, Tl2VF6, Tl3AsF6, Tl3Au, Tl3Bi, Tl3Cd, Tl3Ga, Tl3Hg, Tl3VSe4, Tl4Au8S6, Tl4B4F16, Tl4B4S12, Tl4B4Se14, Tl4C2S6, Tl4Cd4Cl12, Tl4Cu4Cl12, Tl4F4, Tl4Fe6Se8, Tl4Hg4Cl12, Tl4Hg6S8, Tl4Hg6Se8, Tl4Hg6Te8, Tl4Pd8, Tl4Pt10S12, Tl4Pt2, Tl4Sb4F16, Tl4Se2S2, Tl4Sn2S6, Tl4Te4F20, Tl5Cu14Se10, Tl5In3Se8, Tl6As2, Tl6Au2, Tl6B2S6, Tl6B6S12, Tl6Bi2, Tl6C3N6, Tl6Co2Cl10, Tl6Ge2F14, Tl6Pb2, Tl6S3, Tl6Sn2, Tl8Cu8S12, Tl8Pb2Se6, Tl8S20, Tl8Sb8Au8, Tl8Sn2Se6, Tl8Te4S12, Tl9BiTe6, Tl9SnTe6, TlAgF3, TlAgPd2, TlAgTe2, TlAu3, TlBi2, TlBi3, TlBiF4, TlCdRh2, TlCo2S2, TlCr5S8, TlCr5Se8, TlCr5Te8, TlCrSe2, TlCu2S2, TlCu2Se2, TlCu2Te2, TlCu4Se3, TlCu6S4, TlCu7S4, TlCu7Se4, TlCuCl3, TlGaF6, TlGeCl3, TlGeF3, TlHg5Cl11, TlIn, TlIn3, TlIn5S8, TlIn5Se8, TlMo6S8, TlMo6Se8, TlNi2S2, TlNi2Se2, TlPF6, TlPPt5, TlSb, TlV12S16, TlV5S8, TlV5Se8, TlV6S8, TlZnF3, V, V10As6, V10As6C2, V10B6, V10Ga6, V10Ge6, V10Ge6B2, V10P6, V10S16, V10S8, V10Si2B4, V10Si3Ge3, V10Si6, V10Si6B, V10Si6B2, V10Si6N2, V11FeB8, V11ReB8, V12As8, V12Fe12C4, V12Ga10, V12Ga14, V12Ga8, V12Ga8N4, V12P6C3, V12P7, V12Si10, V12Zn8N4, V16As12, V16Co8N4, V16N2, V16Ni8N4, V16P12, V18Ga2Ge4, V18Ga4Sn2, V18Ni12, V2As4, V2Au4, V2Au6, V2B2, V2B4Ru2, V2C, V2Cl10, V2Co2B6, V2Co6, V2Co9W, V2CoS4, V2CoSe4, V2Cr2As4, V2Cr2P4, V2CrOs, V2CrRe, V2CrRu, V2CrS4, V2CrSe4, V2CrTc, V2CrTe4, V2F10, V2F6, V2F8, V2Fe2As4, V2FeS4, V2FeSe4, V2FeTe4, V2Ge2Hf2, V2Ge2Zr2, V2H, V2Ir2, V2Ir6, V2Mn2As2, V2Mo2As4, V2MoOs, V2MoRu, V2MoS4, V2MoW, V2N3, V2NiSe4, V2OsRu, V2OsW, V2Pd6, V2Pt2, V2ReMo, V2ReOs, V2ReRu, V2ReTc, V2ReW, V2Rh2, V2Rh6, V2Ru6, V2S2, V2S4, V2Sb4, V2Se2, V2Si6Mo8, V2TcOs, V2TcRu, V2Zn2F10, V2Zn4N6, V3B4, V3Co6Ni3, V3Cr, V3Cr3B8, V3Cr3Si12, V3Cr3Si2, V3Fe3As3, V3FeS6, V3Ga, V3Ge6, V3Mo, V3NiS6, V3Os, V3P4S12, V3Re, V3ReB4, V3Rh5, V3Ru, V3Se4, V3Si12Mo3, V3Si2Mo3, V3Si3Ge3, V3Si6, V3Te4, V3Te6, V4As4, V4As4Rh4, V4B6, V4C3, V4Cl16, V4Co4As4, V4Co4Ge4, V4Cr4C4, V4Cr4Co4, V4Cr5S10, V4Cr6Si6, V4Cu2S8, V4Cu6Sb8, V4F14, V4F16, V4F18, V4F20, V4Fe2Ge2, V4Fe2Si2, V4Fe4P4, V4Ga10, V4Ga2C2, V4Ga2N2, V4GaSe8, V4GeS8, V4GeSe8, V4HC3, V4Ir4, V4Mo8S16, V4N3, V4Ni4As4, V4Ni4Ge4, V4Ni4P4, V4NiS8, V4P2C2, V4S16, V4S8, V4Se18, V4Si4Ni4, V4Sn4Rh8, V4Sn8, V4Zn2S8, V4Zn5, V4ZnS8, V5B6, V5Cr5Ge6, V5Fe5Si6, V5Sb4, V5Se4, V5Se8, V5Si6W5, V5Te4, V5Te8, V6As2, V6As2N2, V6Au2, V6B4, V6Co2, V6CoIr, V6CoNi, V6CoRh, V6F20, V6Fe2, V6FeNi, V6Ga2, V6Ga2N2, V6GaGe, V6GaSb, V6GaSi, V6GaSn, V6Ge2, V6Ge2C2, V6Ge2N2, V6GeOs, V6InS8, V6Ir2, V6N3, V6Ni2, V6P2C2, V6P2N2, V6Pd2, V6Pt2, V6Rh2, V6S10, V6Sb2, V6Sb4, V6Si2, V6Si7Ni16, V6SiGe, V6SiOs, V6SiSn, V6Sn2, V7Cu2S12, V7S8, V8As6, V8B8Ir4, V8Ga4Sn8, V8H4, V8P4, V8Si2Sb4, V9Cr3B8, V9Ga4Fe3, V9Ni3P6, V9Te8, VAu4, VB2, VCo, VCo2Ge, VCo2Se4, VCo2Sn, VCo3, VCoSb, VCr, VCr2S4, VCr2Si6, VCr2Te4, VCr3, VCr3As4, VCrB2, VCrB4, VCrFe2, VCrMo, VCu3Se4, VCu3Te4, VCuRh2, VF4, VFe, VFe2Ga, VFe2S4, VFe2Se4, VFe3, VFe3Si4, VFe4, VFeRu2, VFeSb, VGa, VGaCo2, VGaNi6, VGaRu2, VGaTc2, VGeRu2, VH, VIr3, VMn, VMn2Ga, VMo, VMo2S4, VN, VNi2, VNi2Ga, VNi3, VOs, VPd2, VPd3, VPd4, VPt2, VPt3, VPt8, VRe, VRe11B4, VReMo, VRh3, VRu, VRuSb, VS2, VSbRh, VSe2, VSiOs2, VSiRu2, VSiTc2, VSnRh2, VSnRu2, VTc, VTe2, VW, VW3, VZn3, VZnCo2, VZnRh2, VZnRu2, W, W12Ni8N4, W18C8, W2Cl8, W2Cs2Cl12, W2F10, W2F8, W2Ir2, W2Ir6, W2N2, W2N4, W2NCl8, W2S2Cl8, W2S4, W2Se2S2, W2Se4, W3Cl18, W3N6, W3S6, W3Se2S4, W3Se4S2, W3Se6, W4C2, W4F24, W4N4Cl12, W4N6, W4N8, W4Se2S6, W4Se4S4, W4Se6S2, W4Se8, W6C3, W8, WCl6, WN2, WS2, WSe2, WTl2Cl6, Y10Al6C8, Y10Bi2Pt4, Y10Co4Te4, Y10Cu2Pb6, Y10Fe4Te4, Y10Ga2Co10, Y10Ge6C2, Y10Ir6, Y10Ni4Bi2, Y10Ni4Sb2, Y10Ru4, Y10Sb2Pt4, Y10Sb6, Y10Si4B16, Y10Si6, Y10Si6B, Y10Si6C2, Y10Sn6, Y10Tl6, Y11In9Ni4, Y12B4Cl12, Y12Co2Ni2, Y12Co4, Y12Co4Sn2, Y12Co8, Y12Co9, Y12Ga2Co4, Y12In2Co4, Y12Ir4, Y12Ni4, Y12Ni4Ge8, Y12Ni6Pb, Y12Os4, Y12Pd4, Y12Rh4, Y12Ru4, Y12Se16, Y12Te12N4, Y16Cd4Pd4, Y16Cd4Pt4, Y16In4Ir4, Y16Mg4Ni4, Y16Mg4Pt4, Y20Cd6Ni2, Y20Cd6Pd2, Y20Cd6Ru2, Y2Ag2Se4, Y2AgAu, Y2AgRu, Y2Al20Fe4, Y2Al20Ru4, Y2Al2Fe2, Y2Al3Fe, Y2Al6C6, Y2AlFe3, Y2AlNi2, Y2AlRu, Y2As2S2, Y2As7Rh12, Y2B3C2, Y2B4C4, Y2B4Ir4, Y2B6Rh9, Y2B8Ir8, Y2B8Rh8, Y2Bi6, Y2C, Y2C2Cl2, Y2Co12As7, Y2Co17, Y2Co17C, Y2Co18Si4, Y2Co18Si8, Y2Co2, Y2Co2C2, Y2Co2Ge4, Y2Co2Ni2, Y2Co2Si4, Y2Co3Si, Y2Co4, Y2Co5Ni5, Y2Co8B2, Y2Co8B8, Y2CoGe6, Y2Cr2C3, Y2Cr4S8, Y2CrH6, Y2CrN3, Y2Cu2Sb4, Y2Cu2Te4, Y2Cu3Si, Y2Cu4, Y2Cu4Sn4, Y2Cu5Ni5, Y2Cu6Se6, Y2Cu6Te6, Y2CuAu, Y2CuGe6, Y2CuIr, Y2CuOs, Y2CuPt, Y2CuRh, Y2CuRu, Y2Fe12Ge12, Y2Fe17, Y2Fe17C, Y2Fe17C2, Y2Fe2Co2, Y2Fe2Ge4, Y2Fe2Ni2, Y2Fe4, Y2Fe8Ge4, Y2Fe8Si4, Y2FeSi4, Y2Ga2Fe15, Y2Ga3Cu, Y2Ga3Ni, Y2Ga8Co, Y2Ga8Ni2, Y2GaCo2, Y2GaNi2, Y2H2C, Y2Hf2F14, Y2In2Co4, Y2In3Cu, Y2In4Ni18, Y2In8Co, Y2InNi2, Y2IrRu, Y2Mg12Cd2, Y2Mg4, Y2Mg6, Y2MgAl, Y2MgRu, Y2Mn2Co2, Y2Mn2Fe2, Y2Mn4S8, Y2Ni12As7, Y2Ni12P7, Y2Ni2Ge2, Y2Ni2Ge4, Y2Ni2Ge6, Y2Ni2Sn, Y2Ni4B4, Y2Ni8As4, Y2Ni8B2, Y2Ni8P4, Y2NiGe3, Y2NiGe6, Y2NiIr, Y2NiRu3, Y2PdRu, Y2RuAu, Y2RuPt, Y2RuRh, Y2Se4, Y2Si4Ni2, Y2Si6Ni2, Y2Sn2F14, Y2TlHg, Y2W2N6, Y2Zn2Sn4, Y2ZnCu, Y2ZnGa, Y2ZnRu, Y3Al3Cu3, Y3Al3Ni3, Y3Al7Cu2, Y3Al9Ni6, Y3AlC, Y3B6Os8, Y3Co2Ge4, Y3Co6Sn5, Y3Cu4Ge4, Y3Cu4Si4, Y3Cu4Sn4, Y3Fe9, Y3Ga7Cu4, Y3Ga8Ni3, Y3Ga9Ni6, Y3Ga9Ru3, Y3GaC, Y3GeS2, Y3In3Cu3, Y3In3Ni3, Y3InC, Y3Mg, Y3Mg3, Y3Mg3Ga3, Y3Mg3Zn3, Y3Ni13B2, Y3Ni9, Y3PbC, Y3Pd3Pb3, Y3ScN4, Y3Si2Ni2, Y3Si3Ni, Y3Sn3Rh3, Y3SnC, Y3Tl3Pd3, Y3TlC, Y3VCo8, Y3Zn2Au4, Y3Zr3Co18, Y4Al12Ni4, Y4Al18Rh6, Y4Al4Co4, Y4Al4Fe4, Y4Al4Ni4, Y4As4S4, Y4B16, Y4B16Mo4, Y4B16Os4, Y4B16Rh4, Y4B16Ru4, Y4B8Os4, Y4B8Ru4, Y4C6N12, Y4Cd2Cu4, Y4Cd2Ge4, Y4Cd2S8, Y4Cl6, Y4Co14, Y4Co2Si4, Y4Co4B16, Y4Co4Ge4, Y4Co4Si4, Y4Co4Sn4, Y4Co6Ge10, Y4Co6Si10, Y4Cr4B16, Y4CrS7, Y4Cu20Sn4, Y4Cu4, Y4Cu8, Y4Fe2C8, Y4Fe2Si4, Y4Fe3B6, Y4Fe4B16, Y4Ga12Fe, Y4Ga16Co3, Y4Ga18Rh6, Y4Ga18Ru6, Y4Ga4Co4, Y4Ga4Ni4, Y4Ge10Rh6, Y4Ge10Ru6, Y4Ge4Ru2, Y4Ge8Pd4, Y4GeS3, Y4In2Cu4, Y4In2Ni4, Y4Mg2, Y4Mg2Si4, Y4Mg8, Y4Mn2C8, Y4Mn2S8, Y4Mn4B16, Y4MnS7, Y4Mo4C8, Y4Ni14, Y4Ni2B20, Y4Ni4B16, Y4Ni4Ge4, Y4NiSn8, Y4Os8, Y4Pt4S14, Y4Re4B16, Y4Re4N12, Y4Re8, Y4Ru8, Y4S3N2, Y4Si10Ir6, Y4Si10Ni6, Y4SiS3, Y4V4B16, Y4W4C8, Y4Zn2S8, Y4Zn2Se8, Y4ZrNi25, Y5B4Rh15, Y5Mg, Y6Al2C6, Y6Al4Fe8, Y6B14W2, Y6Co16Sn8, Y6Co18, Y6Co3Ni15, Y6Co4Si6, Y6CoBi2, Y6Cu6Sb8, Y6Fe18, Y6Fe2B14, Y6Fe4Si6, Y6FeBi2, Y6FeSb2, Y6Ga17Pd5, Y6Ga2S12, Y6Ga4Ni12, Y6Ge6Pd6, Y6Ge6Rh12, Y6Mn2Au10, Y6Mn2B14, Y6MnBi2, Y6Ni14B4, Y6Re2B14, Y6Ru4, Y6Sb8Pd16, Y6Si6Ir12, Y6Si6Rh12, Y6Zn23, Y7Cu3Te12, Y7Te2Au2, Y8C10, Y8C12, Y8C14, Y8Cr4N12, Y8Cu2Te16, Y8Mg4, Y8Mg4Se16, Y8Os4C8, Y8Re4C8, Y8Rh5C12, Y8Se12, Y8Si12Pd4, Y8Zn10Ge12, YAg, YAl4Fe8, YAl6Cu6, YAl6Fe6, YAl7Cu5, YAl7Fe5, YAlCo4, YB12, YB2, YB2Ir3, YB2Mo, YB2Rh3, YB2Ru3, YB4W3, YB6, YBi3, YBPd3, YBPt3, YBRh3, YC2, YCdRh2, YCo10Mo2, YCo12B6, YCo2B2, YCo3B2, YCo3Ni2, YCo4Ge, YCo4Si, YCo5, YCoC, YCoC2, YCr2Fe10, YCr3Fe9, YCr4Fe8, YCr5Fe7, YCr6Ge6, YCrFe11, YCu2Si2, YCuGe, YCuSe2, YCuSi, YCuTe2, YFe10Mo2, YFe10Re2, YFe10Si2, YFe10W2, YFe11Mo, YFe11Re, YFe12, YFe2B2, YFe2Si2, YFeNi4, YGa3Cu, YGa5Co, YGa6Co6, YGa6Fe6, YGaAu2, YHfMg6, YIn5Co, YIn6Cu6, YIn7Cu5, YInCu4, YMg, YMg14Cu, YMg14Mn, YMg14Ni, YMg14Ti, YMg5, YMg7, YMgAu2, YMgRh2, YMn12, YMn6Sn6, YMnNi4, YMo6S8, YMo6Se8, YNbRu2, YNi12B6, YNi2P2, YNiAs, YNiC2, YP2Ru2, YPbAu, YPd3, YRh3C, YSbPd, YSc, YSi2Ni2, YSi2Os2, YSi2Ru2, YSi2Ru3, YSiNi4, YSn6Ru4, YTlTe2, YV6Sn6, YVFe11, YZr2Co9, YZrFe4, YZrRu2, Zn, Zn10B6Ir14, Zn10B6Rh14, Zn10S10, Zn12B6Ir12, Zn12N8, Zn12Ni8Ge4, Zn12S12, Zn12Sb10, Zn12Sn8Ru8, Zn14S14, Zn18Fe8, Zn20Fe6, Zn22Ni3, Zn22Sb2Ru6, Zn2Ag2F6, Zn2Au4F16, Zn2B4H16, Zn2B6Ir8, Zn2Co2F10, Zn2Co4S8, Zn2Cu2Au4, Zn2CuIr, Zn2CuNi, Zn2CuPt, Zn2CuRh, Zn2F4, Zn2GaSe4, Zn2In4S8, Zn2In6, Zn2Mo2N4, Zn2Ni2F10, Zn2Ni6B4, Zn2NiIr, Zn2NiRh, Zn2W2F10, Zn3Co, Zn3Cr, Zn3Cu, Zn3Ga2Te6, Zn3Ni, Zn4CdSe5, Zn4CoSe5, Zn4Cr2N6, Zn4Cr4F20, Zn4Cr4N8, Zn4Cu4As4, Zn4FeS5, Zn4FeSe5, Zn4Mo2N6, Zn4Ni4F20, Zn4Ni5Ge, Zn4Se8, Zn4Si8Ni12, Zn4W4F20, Zn5B4Rh8, Zn6B5Ir11, Zn6B6Ir11, Zn6Co2, Zn6Cu2, Zn6In2, Zn6Mo, Zn6Mo2N8, Zn6Ni2, Zn6Ru2, Zn6Sb2N6, Zn6Sn2, Zn6W2N8, Zn7Mo, Zn7S7, Zn7Sb8Ru9, Zn8Cd2S10, Zn8S8, Zn9Ag9, Zn9Ga3Mo2, ZnAgF3, ZnB2Ir2, ZnCdAg2, ZnCo, ZnCo3, ZnCr4S8, ZnCu, ZnCu2, ZnCu3, ZnCuAu2, ZnCuNi2, ZnCuPd2, ZnCuPt2, ZnFe, ZnFe3, ZnFe3C, ZnFeRh2, ZnFeSb2, ZnGa11Co4, ZnGaCo2, ZnGaNi2, ZnIn3, ZnNi3, ZnNi3N, ZnNi4, ZnNi9Ge2, ZnNiF6, ZnPbF6, ZnPdF6, ZnPtF6, ZnRhF6, ZnRu2W, ZnSiNi2, ZnSnF6, Zr10Ag2Pb6, Zr10Al2Ni8, Zr10Al6C2, Zr10Al6N2, Zr10Co2Sb6, Zr10Cr2Sb4, Zr10CrSb5, Zr10Cu2Bi6, Zr10Cu2Pb6, Zr10Cu2Sb6, Zr10Cu2Sn6, Zr10Fe2Sb6, Zr10In6Ag2, Zr10In6Cu2, Zr10Ir4Os2, Zr10Ni2Sb18, Zr10Ni2Sb6, Zr10Pt6, Zr10Sb6C2, Zr10Sb6Ru2, Zr10Sn6As2, Zr10Sn6B2, Zr10Sn6C2, Zr10Sn6P2, Zr10Zn2Pb6, Zr10Zn2Sb6, Zr12Al4Au8, Zr12Al8, Zr12Bi4, Zr12Ir4, Zr12Zn12C4, Zr12Zn12N4, Zr12Zn4Cu8, Zr14As8, Zr14V10N4, Zr16Co8, Zr16Co8N4, Zr16Fe8, Zr16Fe8N4, Zr16Ir8, Zr16Ir8N4, Zr16Ni8N4, Zr16Pd8N4, Zr16Pt8, Zr16Pt8N4, Zr16Re8N4, Zr16Ru8N4, Zr18B2Mo8, Zr18B2W8, Zr18Co2Mo8, Zr18Co4P8, Zr18Co5Sn4, Zr18Fe2Mo8, Zr18Mo8S2, Zr18Ni2Mo8, Zr18Ni4P8, Zr18Re8B2, Zr18Re8P2, Zr18V8S2, Zr18W8S2, Zr22Os8, Zr2Ag3F14, Zr2Al2Cu2, Zr2Al3Co, Zr2Al3Cr, Zr2Al3Ni, Zr2Al4C5, Zr2Al8C8, Zr2AlCu2, Zr2AlFe3, Zr2B8Ir6, Zr2BIr6, Zr2Cl2, Zr2Cl6, Zr2CN, Zr2Co12P7, Zr2Co21B6, Zr2Co2H6, Zr2Co2Ni2, Zr2Co3Mo, Zr2CoOs, Zr2CoS4, Zr2CoTc, Zr2Cr2Mo2, Zr2Cr2W2, Zr2Cr4, Zr2CrCo3, Zr2CrN3, Zr2Cu2, Zr2Cu2Ge4, Zr2Cu2Si4, Zr2Cu4, Zr2Cu6, Zr2CuOs, Zr2CuRe, Zr2CuTc, Zr2Fe2Cl12, Zr2Fe2Co2, Zr2Fe8P4, Zr2FeCo3, Zr2FeOs, Zr2FeS4, Zr2FeTc, Zr2Ga3Co, Zr2Ga3Cu, Zr2Ga3Ni, Zr2HC, Zr2Mn4, Zr2MnFe3, Zr2Mo2W2, Zr2Mo4, Zr2Nb2Fe8, Zr2Ni2H2, Zr2Ni2H6, Zr2Ni2P4, Zr2Ni8As4, Zr2Ni8P4, Zr2NiS4, Zr2NiSe4, Zr2OsRu, Zr2Pb6F20, Zr2Pd, Zr2Rh2, Zr2Ta2Fe8, Zr2TcNi, Zr2TcOs, Zr2TcRu, Zr2Ti2Cr8, Zr2Ti2Fe8, Zr2Ti2Mn8, Zr2Ti6, Zr2Tl4S6, Zr2V2Cr2, Zr2V2Mo2, Zr2V2Si2, Zr2V2W2, Zr2V3Fe, Zr2V4, Zr2VCo3, Zr2VNi3, Zr2W4, Zr3Al3Ni3, Zr3AlCo8, Zr3AlFe8, Zr3Co3Sn3, Zr3Co9B6, Zr3CoSe6, Zr3Cu4Si4, Zr3Cu4Si6, Zr3Cu6Cl18, Zr3Fe8Mo, Zr3Fe8Si, Zr3Ga3Co3, Zr3Ga3Ni3, Zr3Ge3Os3, Zr3HC2, Zr3Mn8Al, Zr3Mn8Si, Zr3Mn9, Zr3NbC4, Zr3P3Ru3, Zr3Re3Si3, Zr3TaFe8, Zr3TiCu2, Zr3TiFe8, Zr3TiMn8, Zr3TiZn8, Zr3V9Ge10, Zr4Al2C2, Zr4Al2Fe6, Zr4Al4Co4, Zr4Al4Cr4, Zr4Al4Fe4, Zr4Al4Mo4, Zr4Al4Os4, Zr4Al4V4, Zr4Al6C8, Zr4BN3, Zr4C2S2, Zr4C3N, Zr4CN3, Zr4Co2, Zr4Co2Mo6, Zr4Co4Re4, Zr4Co4Si4, Zr4Co6Mo2, Zr4Cr2Fe6, Zr4Cr4Co4, Zr4Cr4Fe4, Zr4Cr4P4, Zr4Cr4Si4, Zr4Cr6Fe2, Zr4Cr6Si2, Zr4Cr8, Zr4Cu2, Zr4Cu2Si8, Zr4Cu4, Zr4Cu4Ge4, Zr4Cu4Sn4, Zr4CuNi, Zr4CuPd, Zr4CuS8, Zr4F16, Zr4Fe2, Zr4Fe4As4, Zr4Fe4Re4, Zr4Fe4Si4, Zr4FeCo, Zr4FeNi, Zr4FeSe8, Zr4Ga2Co6, Zr4Ga2Fe6, Zr4Ge4Pt4, Zr4In2C2, Zr4In5Co2, Zr4Mn4Al4, Zr4Mn4Fe4, Zr4Mn4Ga4, Zr4Mn4Ge4, Zr4Mn4N8, Zr4Mn4Ni4, Zr4Mn4Si4, Zr4MoC5, Zr4Nb4V4, Zr4Ni14, Zr4Ni2, Zr4Ni2P4, Zr4Ni3As8, Zr4Ni4As4, Zr4Ni4Ge4, Zr4Os8, Zr4P4Os4, Zr4Pb2C2, Zr4Ru8, Zr4Si2Mo6, Zr4Si2Ni6, Zr4Si4Mo4, Zr4Si4Ni4, Zr4Si8Ni6, Zr4Sn2C2, Zr4Ti4Ni4, Zr4Tl2C2, Zr4V2Re6, Zr4V4Cu4, Zr4V4Fe4, Zr4V4Ni4, Zr4V6Ru2, Zr4V6Si2, Zr4V8, Zr4WC5, Zr5Ti5Pb6, Zr5V5Si6, Zr6Al16Co7, Zr6Al16Ni7, Zr6Al16Pd7, Zr6Al16Pt7, Zr6Al16Rh7, Zr6Al16Ru7, Zr6Al2Co, Zr6Al2Ni, Zr6Al6C10, Zr6Co16Ge7, Zr6Co16Si7, Zr6Co4Si6, Zr6CoBi2, Zr6CoSb2, Zr6CoSn2, Zr6CoTe2, Zr6Cr4Ga12, Zr6CuBi2, Zr6Fe16Si7, Zr6Fe2, Zr6Fe23, Zr6Fe4Si6, Zr6FeBi2, Zr6FeCl15, Zr6FeSn2, Zr6Ga16Ir7, Zr6Ga16Os7, Zr6Ga16Pd7, Zr6Ga16Pt7, Zr6Ga16Rh7, Zr6Ga16Ru7, Zr6Ga2Fe, Zr6Ga2Ni, Zr6Ga9Co3, Zr6Ge6Ru6, Zr6Mn4Ga12, Zr6Mn4Ni8, Zr6MnTe2, Zr6Ni16Ge7, Zr6NiCl15, Zr6NiSb2, Zr6NiSn2, Zr6NiTe2, Zr6Pd8, Zr6Si7Ni16, Zr6Te2Pt, Zr6Te2Ru, Zr6V4Ni8, Zr6V8Fe4, Zr6Zn16Cu7, Zr6Zn23Ge, Zr6Zn23Si, Zr8Al6C12, Zr8Co2P2, Zr8Co8Si14, Zr8Cr16, Zr8Cu2P2, Zr8Fe16, Zr8In4Ni8, Zr8Mn16, Zr8Ni21, Zr8Ni2P2, Zr8Ni4H18, Zr8Ni8Sn4, Zr9In14Co7, ZrAl5Cu7, ZrAl6Fe6, ZrAl6Mo, ZrAl8Fe4, ZrAlCu2, ZrAlFe4, ZrAlRu2, ZrB12, ZrB2, ZrB4Mo, ZrBRh3, ZrC, ZrCo, ZrCo2Si2, ZrCo2Sn, ZrCo3B2, ZrCu2Hg, ZrCu4Ag, ZrCu5, ZrCuF6, ZrFe2Si2, ZrFe6Ge6, ZrFe6Sn6, ZrFeSb, ZrFeTe, ZrGa5Co, ZrGa6Fe6, ZrGaCo2, ZrGaRu2, ZrGeRu2, ZrInCo2, ZrInCu2, ZrInNi4, ZrIr, ZrMn6Al6, ZrMn6Sn6, ZrMnRh2, ZrMoC2, ZrNb3C4, ZrNbB2, ZrNbB4, ZrNbC2, ZrNbCo4, ZrNbCr4, ZrNbFe4, ZrNiSn, ZrOs, ZrPdF6, ZrRu, ZrRu3C, ZrRuSb, ZrSbRu2, ZrScB24, ZrScCo2, ZrScRu2, ZrSiRu2, ZrSnPt, ZrSnRu2, ZrTaB4, ZrTaC2, ZrTaCo4, ZrTaCr4, ZrTaTc2, ZrTc2W, ZrTi, ZrTi2, ZrTi2Ni9, ZrTiB4, ZrTiC2, ZrTiCr4, ZrTiCu, ZrTiMo4, ZrTiNi2, ZrTiW4, ZrV2Ga4, ZrZnCo2, ZrZnNi2, ZrZnNi4, ZrZnPd2
## Interpreting Results
### Energy Sign Convention & Reference States
AQCat binding energies represent the **reaction energy (`ΔE_rxn`)** for adsorbing a molecule onto the surface relative to gas-phase reference molecules (CO, H₂, H₂O, and N₂ — see Table 5 of the AQCat25-EV2 manuscript). The convention is: **more negative = stronger binding**.
**Cross-adsorbate comparison is invalid.** Because different adsorbates use different gas-phase references, their binding energies cannot be meaningfully compared to each other on the same surface. Only compare binding energies for the **same adsorbate** across different surfaces or compositions. *Valid query:* "Which Pt-Fe stoichiometry binds `*CO` most strongly?" *Invalid query:* "Does this surface bind `*CO` more strongly than `*OH`?"
Absolute energy values may be positive (indicating unfavourable binding under the chosen reference convention) — this is not necessarily chemically unusual. For example, `*NO` on pure Ru returns a positive `ΔE_rxn` because of how the N₂ and H₂O references are defined. Always interpret binding energies **relative to other surfaces** for the same adsorbate, not as absolute binding strengths.
### The `is_spin_off` flag
The `is_spin_off` flag in each placement result indicates whether spin polarization was enabled for the DFT calculation used to train the AQCat25-EV2 MLP (from the manuscript, page 21):
| Value | Meaning | Applies to systems containing |
| - | - | - |
| `is_spin_off: false` | Spin polarization **enabled** | Ce, Co, Cr, Cu, Fe, Mn, Mo, Ni, Os, Ru, V, W |
| `is_spin_off: true` | Spin polarization **disabled** | All other elements (e.g. Pt, Pd, Au, Ag, Al) |
![AQCat-Fig1]()
## Scientific Methodology
AQCat Adsorption Spin runs the AQCat25-EV2 family of machine learning potentials, trained on Open Catalyst 2020 (OC20) together with AQCat25.
Training strategy carries most of the result. Fine-tuning an OC20-pretrained EquiformerV2 on AQCat25 alone buys accuracy on the new spin-polarized data and wrecks it on OC20, the failure mode known as catastrophic forgetting. Joint training avoids that trade. The released 31M-parameter model trains from scratch on AQCat25 plus 20M OC20 examples and posts 290 meV energy MAE on OC20 validation, matching the 301 meV of the pretrained model it replaces, while cutting AQCat25 test error from 1268 meV to 349 meV.
Joint training raises a second problem, since one training set now mixes two DFT fidelities and two physics treatments. Feature-wise Linear Modulation (FiLM) conditions the network on that metadata, spin polarization and calculation fidelity, so the model knows which regime a system belongs to. Across both the cotraining and cotuning runs, FiLM variants beat their non-FiLM counterparts on spin-polarized systems.
The benchmark that matters for screening uses 109 adsorbate-slab pairs with 50 adsorbate placements each, relaxed under DFT and again under ML from identical starting configurations. A system counts as a success when the ML minimum adsorption energy lands within 0.1 eV of the DFT minimum. AQCat25-EV2 succeeds on 69.9% of systems at 0.12 eV MAE. The pretrained EquiformerV2 baseline manages 48.2% at 0.28 eV, and that baseline skipped every system containing an element outside OC20.
**Benchmark settings are not production settings.** The 50-placement protocol above is a research configuration used to measure model accuracy against DFT. Production AQCat calls are capped at **5 placements** — see [Limits & Quotas](#limits).
![AQCat-Fig7]()
## The AQCat25 Dataset
AQCat25 holds 13.5 million single-point DFT calculations across 47,000 unique adsorbate-slab systems, built on NVIDIA DGX H100 hardware at a cost of more than 400,000 GPU-hours. Three choices separate it from OC20:
* **Spin polarization** for Ce, Co, Cr, Cu, Fe, Mn, Mo, Ni, Os, Ru, V, and W. AQCat25 is the only large-scale public dataset carrying spin-polarized data across a diverse heterogeneous catalyst space.
* **A 500 eV plane-wave cutoff**, up from 350 eV in OC20, with Gaussian smearing at 0.1 eV. Non-metal catalysts need the higher cutoff for accurate total energies.
* **Six elements OC20 never covered**: lithium, barium, lanthanum, cerium, magnesium, and fluorine, along with 20 reaction transition states.
AQCat25 samples high-energy configurations alongside relaxed ones, drawing on transition states, rattled geometries, and short molecular dynamics runs. That coverage keeps the model stable when a relaxation wanders off the low-energy path.
## Model & Dataset Availability
SandboxAQ released AQCat25-EV2 on Hugging Face, free for academic use. AQCat25 carries a CC BY-NC-SA 4.0 license. Commercial use of either runs through SandboxAQ.
## Pricing
AQCat Adsorption Spin is priced on a **per-Relaxation Unit (RU)** basis. One RU = one complete dense adsorption workflow for a single bulk–facet–adsorbate combination. There are no upfront license fees or commitments required to get started.
**AQCat inference rate: \$1.00 / RU.** Compute and orchestration are included in the RU price. See [Limits & Quotas](#limits) for per-call workload envelopes and rate limits.
The Individual vs. Enterprise tier comparison — persona, platform fee, SLA, support, and deployment — is on the [Pricing page → SandboxAQ MCP Server](/getting-started/pricing#mcp-server) section. Enterprise customers can negotiate volume-based pricing, custom SLAs, customer-tenant deployment, and marketplace or procurement arrangements — contact [mcp-prod@sandboxaq.com](mailto:mcp-prod@sandboxaq.com).
## Limits & Quotas
| Limit | Individual | Enterprise |
| - | - | - |
| Bulks per request | 1 (hard cap) | 1 (hard cap) |
| Adsorbates per request | 1 (hard cap) | 1 (hard cap) |
| Facets per request | 1 (hard cap) | 1 (hard cap) |
| Placements per call | 5 (hard cap) | 5 (hard cap) |
| Max optimization steps | 100 per placement / 500 total | 100 per placement / 500 total |
| Target latency | \<15s per call / 3–5 min typical | \<15s per call / 3–5 min typical |
| Rate limit (RPM) | 10 RPM | 100 RPM |
**Compute limits are hard-capped server-side.** The 5-placement, 100-step limit is enforced regardless of what is submitted in the request payload, preventing compute runaway from the dense adsorption matrix.
## Security & IP Protection
* **Telemetry:** Per-call usage metadata (counts, identifiers, wall-clock time) is logged for billing reconciliation and capacity planning.
* **Privacy:** See the [SandboxAQ Privacy Policy](/support-legal/privacy) for complete details on data handling and retention.
* **Organizational isolation:** Usage, billing, and data are isolated per organization. Cross-organization access is not possible.
## Figures & References
* Allam, O., Wander, B., Kim, S., et al. "AQCat25: Unlocking spin-aware, high-fidelity machine learning potentials for heterogeneous catalysis." [arXiv:2510.22938v2](https://arxiv.org/abs/2510.22938)
* Figure 7 of arXiv:2510.22938v2 — parity plots of DFT vs. ML minimum adsorption energies for the pretrained EV2 baseline and AQCat25-EV2, annotated with MAE and success rate.
* Figure 1 of arXiv:2510.22938v2 — AQCat25 dataset composition and the multi-fidelity training approach.
* SandboxAQ blog, "Introducing our AQCat25-EV2 Models for AI-Accelerated Catalysis Discovery," October 27, 2025.
# AQPotency
Source: https://docs.aisim.sandboxaq.com/models/aqpotency
AQPotency is an ultrafast proteochemometric model (PCM) for relative ranking of protein–ligand potency — no crystal structure required, CPU-friendly, MCP-accessible, with built-in uncertainty and applicability tooling.
**AQPotency** predicts protein–ligand potency on the pIC₅₀ scale without requiring an experimentally resolved 3D structure, returning a ranking signal together with uncertainty and applicability-domain context on every prediction. It runs on standard CPUs for about \$1 per thousand pairs scored, so a team can rank a large compound library before committing wet-lab resources to the candidates most likely to matter.
## Overview
**AQPotency** is SandboxAQ's ultrafast **potency ranking model** — a Large Quantitative Model for small-molecule drug discovery. It takes a protein UniProt accession and a ligand SMILES string and returns a predicted potency (`potency_mean`, on the pIC₅₀ scale), an uncertainty estimate (`potency_sigma`), and applicability signals (`ligand_similarity`, `protein_in_training`) via an async job — no GPU, no per-target training, no docked pose or crystal structure required.
AQPotency is purpose built for **relative ranking** : virtual screening, selectivity profiling, off-target and safety-panel scans, and reverse screening, not absolute potency prediction. It is the fast triage layer that runs **before** slower and more accurate physics-based methods such as docking, FEP, or experimental screening.
AQPotency is available via the **SandboxAQ MCP Server** — SandboxAQ's fully managed server, optimized for LLM and agentic integration with Anthropic and others LLM platforms.
Through the SandboxAQ MCP Server, users can:
* Score a single protein–ligand pair from a UniProt ID and a SMILES string via `AqpotencyPotency` (async — jobs typically finish in seconds).
* Screen a SMILES library of **up to 10,000 compounds** against a single target with `AqpotencyScreen`, using an upload-session flow (`upload_files` / `upload_local_files` with `purpose='aqpotency_screen'`).
* Run a single ligand against curated panels — `human_kinome`, `bowes_safety_panel`, or `proteome` — via `AqpotencyScan` for off-target and toxicity triage.
* Compute selectivity ratios with `AqpotencySelectivity` against one on-target and a list of off-targets, without standing up custom infrastructure.
**Positioning — ranking, not absolute prediction:** AQPotency typically delivers **useful Spearman rank correlations** but limited R² on absolute potency. Treat predictions as a fast ranking signal with uncertainty (`potency_sigma`), and rely on the always-on applicability signals — `ligand_similarity` and `protein_in_training` — to gate confidence.
## How It Works
AQPotency's respective tool calls automatically orchestrates:
1. **Protein ID Lookup:** The UniProt accession is resolved to a precomputed ESM2 protein-language-model embedding, so no protein-language model runs at inference time. Lookup is effectively free, which is what makes whole-panel reverse screening practical.
2. **Ligand Features:** Ligand SMILES strings are converted to fast small-molecule fingerprints on the fly.
3. **Potency Prediction:** Our potency prediction model head fuses the protein embedding and the ligand fingerprint to predict `potency_mean` (on the pIC₅₀ scale) plus a per-pair `potency_sigma` (model standard deviation).
4. **Applicability Domain (AD) Scoring:** Two applicability-domain signals are computed automatically and returned with every prediction — `ligand_similarity` (max Tanimoto vs. the training set, 0–1) and `protein_in_training` (boolean). AD is always on; there is no opt-in flag and no separately callable AD tool.
5. **Result Delivery:** All four tools are **asynchronous**. Each call returns a `job_id` in 1–2 seconds; results are retrieved by polling `check_job_status` and then calling `get_job_results`.
With the protein side reduced to an embedding lookup, throughput stays high on ordinary hardware: AQPotency scores roughly **2,000 protein–ligand pairs in about 15 seconds** on standard CPUs, and asynchronous execution is what lets large library and panel workflows finish inside LLM timeout windows.`AqpotencyPotency` jobs typically finish in seconds. `AqpotencyScreen` accepts up to **10,000 SMILES** per request (with a 16 MB upload-file cap) and returns results as a JSON `predictions` list sorted by `potency_mean` descending.
**Ranking signal, not absolute truth.** Treat predictions as a fast ordering signal, not a quantitative affinity. Always inspect `ligand_similarity`, `protein_in_training`, and `potency_sigma` before acting — out-of-domain proteins or ligands yield lower rank correlation and often negative R².
**Trust signals are always included.** `ligand_similarity` and `protein_in_training` ride along with every prediction at no extra cost — no opt-in, no separate trust-stack tool to call.
## Using AQPotency
**LLM tool invocation is non-deterministic.** Your client may occasionally answer an AQPotency-shaped question from its own knowledge rather than calling `AqpotencyPotency`, `AqpotencyScreen`, `AqpotencyScan`, or `AqpotencySelectivity`. Follow the setup and prompt-phrasing guidance below — and see [Improving tool-invocation reliability](/mcp-server/mcp-server#improving-tool-invocation-reliability) for the full write-up (including how to disable lazy loading in Claude Desktop, which is the single biggest reliability win).
### Typical Workflow
A typical AQPotency session through an MCP client follows the same four-step shape regardless of which tool you reach for:
1. **Pick the screening mode.** Single-target ranking, library screening, reverse / panel screening, or selectivity.
2. **Provide the inputs the mode needs.** A UniProt accession and SMILES for `AqpotencyPotency`; an `upload_session_id` (from `upload_files` / `upload_local_files` with `purpose='aqpotency_screen'`) plus a UniProt accession for `AqpotencyScreen`; a SMILES and a `panel` enum for `AqpotencyScan`; a SMILES plus an on-target accession and an off-target list for `AqpotencySelectivity`.
3. **Invoke the matching tool.** `AqpotencyPotency`, `AqpotencyScreen`, `AqpotencyScan`, or `AqpotencySelectivity` — each returns a `job_id` in 1–2 seconds.
4. **Review the result with its trust signals.** Read `potency_mean` alongside `potency_sigma`, `ligand_similarity`, and `protein_in_training` before committing to a downstream docking, med-chem, or experimental decision.
### Setup
AQPotency is reached through the SandboxAQ MCP Server, so there is nothing AQPotency-specific to install. Connect the server once and all four AQPotency tools appear in your client alongside `aqcat`.
Sign up at [platform.aisim.sandboxaq.com/signin](https://platform.aisim.sandboxaq.com/signin), then follow the [Quickstart](/getting-started/quickstart) for your client — or [Connect your MCP client](/getting-started/connect-client) for the full walkthrough with screenshots and troubleshooting.
In **Settings → Connectors → SandboxAQ MCP Server**, set **Lazy load tools** to **off** so all four AQPotency schemas stay loaded and your client picks the right one. In Claude Code, set `ENABLE_TOOL_SEARCH=true` instead. See [Improving tool-invocation reliability](/mcp-server/mcp-server#improving-tool-invocation-reliability).
Ask your client: *"What tools do you have available from SandboxAQ?"* — it should list `AqpotencyPotency`, `AqpotencyScreen`, `AqpotencyScan`, and `AqpotencySelectivity` with their parameter descriptions.
Try: \_"\_Predict the binding potency of `CC1=CC=C(C=C1)S(=O)(=O)N` against protein P00533." Your client will submit an `AqpotencyPotency` job, poll `check_job_status`, and return `potency_mean` alongside `ligand_similarity`, `protein_in_training`, and `potency_sigma`.
The SandboxAQ MCP Server is a **remote connector**, added through **Settings → Connectors** — not an entry in `claude_desktop_config.json`. Claude Code is the exception: it registers the server with `claude mcp add` or a `.mcp.json` entry. Both flows are covered in [Connect your MCP client](/getting-started/connect-client).
### Improving Tool-Invocation Reliability
Two failure modes are common when asking your client about AQPotency-shaped problems: (1) it answers from prior knowledge instead of calling the right AQPotency tool, and (2) it picks the wrong tool (e.g. `AqpotencyScreen` for a single-pair question, or `AqpotencyPotency` for a batch screen). Both are addressed by client configuration plus prompt hygiene.
* **Disable lazy loading in Claude Desktop** — the single most impactful fix. See [MCP → Improving tool-invocation reliability](/mcp-server/mcp-server#improving-tool-invocation-reliability) for the exact toggle.
* **Name the specific tool** in your prompt: *"Use AqpotencyPotency to…"*, *"Call AqpotencyScreen with…"*, *"Run AqpotencyScan against panel …"*, or *"Use AqpotencySelectivity with target …"*.
* **Match the tool to the workload shape.** One pair = `AqpotencyPotency`. Many SMILES vs. one target = `AqpotencyScreen`. One SMILES vs. many targets = `AqpotencyScan`. One SMILES vs. a target + explicit off-targets = `AqpotencySelectivity`.
* **Provide the UniProt ID (or panel name)** explicitly rather than a gene symbol — *"P00533"* or *"panel='proteome'"* trigger the tool more reliably than *"EGFR"* or *"the whole proteome"*.
* **Include the SMILES inline or reference the uploaded file** so the model doesn't have to infer where the ligand is coming from.
* **If your client still answers without calling the tool, explicitly ask it to.** *"Please call AqpotencyScreen with the parameters above"* is a valid recovery prompt.
### Example Use Cases
Realistic prompts you can issue after SandboxAQ MCP Server is connected. The worked examples name the target AQPotency tool explicitly and surface the parameters (UniProt ID, panel name, off-targets) that make the call converge on the same tool selection every time. In each case your client submits the job, polls `check_job_status`, and returns the result alongside its applicability signals.
**Quick prompts.** Three single-call shapes, copy-paste ready — collected with the AQCat equivalents on [Example Prompts](/getting-started/example-prompts).
**Single protein–ligand pair — `AqpotencyPotency`**
> Predict the binding potency of `CC1=CC=C(C=C1)S(=O)(=O)N` against protein P00533.
**Panel scan — `AqpotencyScan`**
> Scan `CC1=CC=C(C=C1)S(=O)(=O)N` against the `human_kinome`.
**Selectivity against named off-targets — `AqpotencySelectivity`**
> Assess the selectivity of `CC1=CC=C(C=C1)S(=O)(=O)N` against target Q15078 vs. off-targets Q6J9G0, Q13546, Q15768.
The three worked examples below cover the heavier workflows, each with the tool call LLM makes and the shape of the result.
**User prompt**
> I have a focused library of \~1,000 compounds. Upload the file, then use the `AqpotencyScreen` tool to rank the top 25 compounds by predicted potency against UniProt P00533 (EGFR) so I can shortlist them for docking. Include `ligand_similarity` and `protein_in_training` on each row.
Example file: [`focused_library.csv`](https://drive.google.com/file/d/1STkQn20XKfwDy6WYmBKiF2ZNDl8ltBUU/view?usp=sharing)
**What your client does**
Calls `upload_local_files` with `purpose='aqpotency_screen'` to push the library to a new `upload_session_id`, then invokes `AqpotencyScreen` with that session ID and `uniprot_id='P00533'`. Polls `check_job_status` to completion, then `get_job_results` with `limit=25`.
**Expected output**
```text theme={null}
**Top 25 compounds against EGFR (P00533), sorted by `potency_mean` descending.** Each row reports `potency_mean`, `potency_sigma`, `ligand_similarity`, and `protein_in_training`. The top three sit in the high-similarity regime (`ligand_similarity` ≥ 0.85) and are recommended for downstream docking; the next ten carry elevated `potency_sigma` and may merit re-ranking after docking.
```
**User prompt**
> Here's a SMILES from a phenotypic screen: `CN(C)CC[C@@H](c1ccc(Br)cc1)c1ccccn1`. Use the `AqpotencyScan` tool with `panel='proteome'` to score it against every protein in the panel, then return the top 10 most likely targets ranked by predicted potency, and flag any that are out-of-domain (`protein_in_training=false`).
**What your client does**
Calls `AqpotencyScan` with the supplied `smiles` and `panel='proteome'`. Polls to completion, then `get_job_results` to read the top targets ranked by `potency_mean`.
**Expected output**
```text theme={null}
**Top targets ranked by predicted potency.** Three accessions land in the high-confidence regime (`ligand_similarity` ≥ 0.8 and `protein_in_training=true`); two more are flagged as out-of-domain (`protein_in_training=false`) and should be discounted before deciding which hits to validate experimentally.
```
**User prompt**
> For the SMILES below, use the `AqpotencySelectivity` tool with `target_uniprot_id='P50613'` (CDK7) and `off_target_uniprot_ids=['P06493','P24941','P11802','Q00534','P50750']` (CDK1, CDK2, CDK4, CDK6, CDK9). Return per-off-target fold selectivity and the strongest-off-target summary, and flag any panel entry that's out-of-domain.
```text theme={null}
CN(C)CCN(Cc1ccccc1)c1ccccn1
CN(C)CCN(Cc1cccs1)c1ccccn1
CN(C)CCN1C(=O)c2ccccc2N(C)c2ccccc21
CN(C)CCOC(=O)C(c1ccccc1)C1(O)CCCC1
CN(C)CCOC(C)(c1ccccc1)c1ccc(Cl)cc1
CN(C)CCOC(C)(c1ccccc1)c1ccccn1
CN(C)CCOC(c1ccc(Cl)cc1)c1ccccn1
CN(C)CCOC(c1ccccc1)c1ccc(Br)cc1
CN(C)CCOC(c1ccccc1)c1ccccc1
CN(C)CCOc1ccc(/C(=C(/CCCl)c2ccccc2)c2ccccc2)cc1
CN(C)CC[C@@H](c1ccc(Br)cc1)c1ccccn1
CN(C)CC[C@@H](c1ccc(Cl)cc1)c1ccccn1
```
**What your client does**
Calls `AqpotencySelectivity` with the supplied `smiles`, `target_uniprot_id='P50613'` (CDK7), and `off_target_uniprot_ids=['P06493','P24941','P11802','Q00534','P50750']`. Returns per-off-target `fold_selectivity` plus a `fold_selectivity_against_strongest_off_target` summary.
**Expected output**
```text theme={null}
**Per-off-target `fold_selectivity` plus a strongest-off-target summary.** Compounds with `fold_selectivity_against_strongest_off_target` ≥ 5 and `protein_in_training=true` across every CDK in the panel are surfaced as solid CDK7-selective candidates; entries with one or more off-targets out of domain are flagged with a caveat.
```
## Tool Catalog
AQPotency exposes **four MCP tools**. All four are **asynchronous and job-backed** — every call returns a `job_id` in 1–2 seconds, and results are retrieved by polling `check_job_status` and then calling `get_job_results`. Applicability-domain signals (`ligand_similarity` and `protein_in_training`) are always computed and returned automatically on every prediction at no extra cost — there is no separately callable AD tool surface.
| Tool | Purpose | Execution |
| - | - | - |
| `AqpotencyPotency` | Predict pIC₅₀ for a **single** protein–ligand pair. | Async (job ID, poll + fetch) |
| `AqpotencyScreen` | Score an uploaded SMILES library (up to **10,000** SMILES) against a single target for virtual screening. | Async (job ID, poll + fetch) |
| `AqpotencyScan` | Screen one ligand against a **curated target panel** (`human_kinome`, `bowes_safety_panel`, or `proteome`) for reverse screening and off-target triage. | Async (job ID, poll + fetch) |
| `AqpotencySelectivity` | Compute on-target vs. off-target potency and `fold_selectivity` for one ligand against one on-target and a list of off-targets. | Async (job ID, poll + fetch) |
### `AqpotencyPotency` — single protein–ligand prediction
Predict potency for one ligand against one UniProt target. **Bulk submission is not supported in this tool** — issue separate calls for multiple molecules. The job submission returns a `job_id`; the eventual result contains `potency_mean`, `potency_sigma`, `ligand_similarity`, and `protein_in_training`.
| Parameter | Required | Type | Description |
| - | - | - | - |
| `smiles` | yes | string | A single SMILES string for the query ligand |
| `uniprot_id` | yes | string | UniProt accession for the target. Raw protein sequences are **not** accepted. |
### `AqpotencyScreen` — library vs. single target
Score an uploaded SMILES library against one target. The library must be uploaded **first** via `upload_files` or `upload_local_files` with `purpose='aqpotency_screen'`; the returned `upload_session_id` is then passed to `AqpotencyScreen`.
| Parameter | Required | Type | Description |
| - | - | - | - |
| `upload_session_id` | yes | string | Session ID returned by the upload step. The uploaded file must be `.smi` or `.csv`; if `.csv`, it must contain a `SMILES` column (case-sensitive header). |
| `uniprot_id` | yes | string | UniProt accession for the target |
**Hard limits.** A `screen` request accepts at most **10,000 SMILES** per call, and the uploaded file must be ≤ **16 MB**. Requests over these caps are rejected with a `ToolError`. Results are returned as a JSON `predictions` list sorted by `potency_mean` descending; pass an optional `limit` (the tool docstrings suggest `limit=25`) when fetching results.
### `AqpotencyScan` — reverse screening vs. curated panels
Screen a single ligand against a predefined target panel and return ranked potential targets. Panels are bundled in the container image — no external API calls at runtime.
| Parameter | Required | Type | Description |
| - | - | - | - |
| `smiles` | yes | string | The query ligand (single SMILES string) |
| `panel` | yes | enum | One of `bowes_safety_panel`, `human_kinome`, or `proteome`. |
### `AqpotencySelectivity` — on-target vs. off-target ratios
Compute selectivity for a single ligand against a single on-target and a list of off-targets. Returns per-off-target `fold_selectivity` plus a `fold_selectivity_against_strongest_off_target` summary. The `off_targets` list in the response is ordered **lexicographically by UniProt accession**, not by submission order.
| Parameter | Required | Type | Description |
| - | - | - | - |
| `smiles` | yes | string | The query ligand (single SMILES string) |
| `target_uniprot_id` | yes | string | UniProt accession of the on-target |
| `off_target_uniprot_ids` | yes | array | List of off-target UniProt accessions. Must contain ≥1 entry, all entries distinct, and none may equal `target_uniprot_id`. |
## Request & Response Schemas
Every AQPotency tool follows the same **three-step job lifecycle** over MCP: (1) call the tool to submit a job and receive a `job_id`; (2) poll `check_job_status` until `is_terminal` is `true`; (3) fetch the result with `get_job_results`.
### `AqpotencyPotency` request
AQPotency tools are invoked as standard MCP tool calls with named arguments — there is no `client_context_id` / `tool_name` / `parameters` wrapper.
```json theme={null}
{
"name": "AqpotencyPotency",
"arguments": {
"smiles": "Cc1ccc(NC(=O)c2ccc(CN3CCN(C)CC3)cc2)cc1Nc1nccc(-c2cccnc2)n1",
"uniprot_id": "P50613"
}
}
```
### Submission ack (every AQPotency tool)
Every AQPotency tool returns the same lightweight acknowledgement on submission. The `job_id` is the handle for the subsequent polling and result-fetch calls.
```json theme={null}
{
"job_id": "0c5b1f3e-9b2c-4f4a-9a4e-2bfa1c4e1101",
"status": "pending",
"message": "Job submitted. Use check_job_status to poll for completion, then get_job_results to fetch the result."
}
```
### Polling with `check_job_status`
While the job is running, `check_job_status` returns `is_terminal: false` and a recommended `poll_after_seconds` interval. On completion it returns `is_terminal: true`; elapsed time is included in the `progress_message` string (there is no separate `elapsed_seconds` field).
```json theme={null}
{
"job_id": "0c5b1f3e-9b2c-4f4a-9a4e-2bfa1c4e1101",
"status": "completed",
"is_terminal": true,
"progress_message": "Job complete (4s elapsed)."
}
```
### `AqpotencyPotency` result (via `get_job_results`)
`get_job_results` returns a `predictions` list. Each entry includes the identifying `smiles` and `uniprot_id` plus the real output fields — `potency_mean`, `potency_sigma`, `ligand_similarity`, and `protein_in_training`. Applicability fields are only present when computable.
```json theme={null}
{
"predictions": [
{
"smiles": "Cc1ccc(NC(=O)c2ccc(CN3CCN(C)CC3)cc2)cc1Nc1nccc(-c2cccnc2)n1",
"uniprot_id": "P50613",
"potency_mean": 7.82,
"potency_sigma": 0.41,
"ligand_similarity": 0.87,
"protein_in_training": true
}
]
}
```
### `AqpotencyScreen` request
The compound library must be uploaded ahead of the screen call via `upload_files` or `upload_local_files` with `purpose='aqpotency_screen'`. Pass the returned `upload_session_id` and the target's UniProt accession:
```json theme={null}
{
"name": "AqpotencyScreen",
"arguments": {
"upload_session_id": "us_2f8e1c4a9b7d4e10",
"uniprot_id": "P50613"
}
}
```
### `AqpotencyScreen` result (via `get_job_results`)
Results are returned as a JSON `predictions` list **sorted by `potency_mean` descending**. Pass an optional `limit` (the tool docstrings suggest `limit=25`) to cap the number of rows returned. Each entry mirrors the potency shape but uses `target_uniprot_id` for the target accession.
```json theme={null}
{
"predictions": [
{
"smiles": "Cc1ccc(NC(=O)c2ccc(CN3CCN(C)CC3)cc2)cc1Nc1nccc(-c2cccnc2)n1",
"target_uniprot_id": "P50613",
"potency_mean": 7.50,
"potency_sigma": 0.40,
"ligand_similarity": 0.90,
"protein_in_training": true
}
]
}
```
### Output Field Reference
| Field | Type | Description |
| - | - | - |
| `job_id` | string | Unique identifier returned on submission; pass to `check_job_status` and `get_job_results`. |
| `status` | string | `pending`, `running`, `completed`, or `failed`. |
| `is_terminal` | bool | `true` once the job has reached a terminal state and results can be fetched. |
| `progress_message` | string | Human-readable progress; includes elapsed-time text on completion. |
| `smiles` | string | Ligand SMILES echoed on each prediction. |
| `uniprot_id` / `target_uniprot_id` | string | Target accession. `AqpotencyPotency` uses `uniprot_id`; `AqpotencyScreen` and `AqpotencySelectivity` use `target_uniprot_id`. |
| `potency_mean` | float | Predicted potency on the pIC₅₀ scale (higher = more potent). Use for **ranking**, not absolute affinity. |
| `potency_sigma` | float | Per-pair standard deviation from the Gaussian-mixture head, in pIC₅₀ units. Larger σ = lower confidence. |
| `ligand_similarity` | float (0–1) | Maximum Tanimoto similarity of the query ligand to the training set. |
| `protein_in_training` | bool | Whether the target was represented in the training set. `false` means the prediction is extrapolating to an unseen protein. |
| `fold_selectivity` | float | **`AqpotencySelectivity` only.** Per-off-target potency ratio vs. the on-target. |
| `fold_selectivity_against_strongest_off_target` | float | **`AqpotencySelectivity` only.** Convenience summary against the most-potent off-target. |
| `off_targets` | array | **`AqpotencySelectivity` only.** Per-off-target predictions, ordered **lexicographically** by UniProt accession. |
## Interpreting Results
### Use AQPotency for Ranking, Not Absolute Potency
AQPotency is designed and validated as a **rank-correlation** model. Spearman correlation is typically meaningful; R² is often poor and can be negative for out-of-domain targets or ligands. Use predictions to **order compounds** (top-N for downstream docking/FEP, bottom-N to discard), not to report headline binding constants.
**Do not quote `potency_mean` as an absolute affinity.** A `potency_mean` of 7.8 should be read as *"this compound ranks near the top of the library for this target"*, not *"this compound has Ki ≈ 16 nM."* Combine with docking, FEP, or experimental follow-up before committing to a number.
### Applicability Domain & Uncertainty
Every prediction ships with three confidence signals. Applicability domain is **always on** and surfaces as **two distinct fields** (not a single fused score); there is no separate `applicability_domain` tool to call.
| Signal | Type | Interpretation |
| - | - | - |
| `ligand_similarity` | float (0–1) | Maximum Tanimoto similarity of the query ligand to the training set. **Higher = more reliable**; a low value means the ligand is unlike anything the model has seen and the prediction should be treated as a noisy ranking signal at best. |
| `protein_in_training` | bool | Whether the target was represented in training. `false` means the model is extrapolating to an unseen protein — discount the prediction accordingly. |
| `potency_sigma` | float (pIC₅₀ units) | Per-pair standard deviation from the Gaussian-mixture head. A large σ alongside a high `potency_mean` is a flag to re-rank with AD-aware filters or to fall back to docking/FEP. |
**LLM behaviour:** The MCP tool descriptions instruct the assistant to **caveat predictions with low `ligand_similarity` or high `potency_sigma`**, rather than presenting a single number with false confidence. There is no `applicability_domain` or `eda` follow-up tool to call — applicability signals are already returned automatically with every prediction.
### Selectivity & Off-Target Reasoning
Selectivity ratios (e.g., CDK7 vs. other CDKs) are most reliable when **every target in the comparison sits inside the applicability domain**. A high apparent selectivity driven by an out-of-domain off-target prediction is a common failure mode — filter the off-target set on `ligand_similarity` and `protein_in_training` before acting on the ratios. Selectivity outputs are most useful for narrowing a large candidate set to a smaller shortlist for downstream docking, medicinal-chemistry review, or experimental follow-up — not as a standalone go/no-go signal.
### Scientific Benchmarks
**Virtual Screening Benchmark: LIT-PCBA Early Enrichment (N=15)**
| **Enrichment Factor**
**@ 5%** | **Full Set** | **Filter Training** | **Filter Training & PDB Selection** | **Extrapolate (Global Similarity \< 0.7) & Filter PDB Selection** |
| :- | :- | :- | :- | :- |
| **Docking (Vinardo Score)** | 1.5 | 1.5 | 1.3 | 2.2 |
| **AQ Potency** | 2.2 | 2.1 | 2.1 | 2.2 |
| **Improvement Over Docking** | 47% | 37% | 67% | None |
| **Wilcoxon Signed Rank Test** | 0.27 | 0.27 | 0.21 | 0.54 |
*AQPotency is statistically equivalent to docking, with a significant speed advantage. LIT-PCBA target sets were standardized, deduplicated, and filtered (PAINS, BRENK), docked with GNINA 1.3 (no CNN), and evaluated with AQPotency. After controlling for data leakage and training similarity, the average maximum training-ligand similarity was 0.31 (Filter Training & PDB Selection). Differences from docking are not statistically significant (Wilcoxon signed-rank p = 0.21–0.54, N=15).*
## Pricing
AQPotency is priced **per protein–ligand pair evaluated**, on a shared two-tier schedule that applies uniformly to all four tools (`AqpotencyPotency`, `AqpotencyScreen`, `AqpotencyScan`, `AqpotencySelectivity`). The first **10 pairs of every call** are billed at **\$0.01 / pair**; every pair beyond that in the same call is billed at **\$0.001 / pair**.
A pair is one protein–ligand combination scored by the model. Each tool defines its own per-call workload envelope (see [Limits & Quotas](#limits)). Applicability-domain signals (`ligand_similarity`, `protein_in_training`) and the `potency_sigma` uncertainty estimate are returned with every prediction at no additional cost — there is no premium trust-stack add-on.
**What counts as a pair (per tool):**
| Tool | What counts as a pair |
| - | - |
| `AqpotencyPotency` | 1 protein–ligand pair (the call itself is the pair) |
| `AqpotencyScreen` | Each SMILES in the library × the target |
| `AqpotencyScan` | Each panel protein × the ligand |
| `AqpotencySelectivity` | Each (on-target or off-target) × the ligand |
**Each call starts a fresh tier.** A screen of 10,000 SMILES pays tier-1 pricing on its first 10 pairs; a screen that splits across two 5,000-SMILES calls pays tier-1 pricing **on each call** (an extra \$0.09 vs. a single batched call). Batch aggressively where possible.
Per-call workload caps live in [Limits & Quotas](#limits) — they're an envelope, not a billing unit. The 10,000-pair per-call cap applies to `AqpotencyScreen` only; `AqpotencyScan` runs against curated server-side panels and is not subject to that cap.
The full rate card, thirteen worked example costs, and the Individual vs. Enterprise tier comparison are on the [Pricing page → AQPotency](/getting-started/pricing#aqpotency) section. Enterprise customers can negotiate volume-based pricing, custom SLAs, customer-tenant deployment, and marketplace or procurement arrangements — contact [mcp-prod@sandboxaq.com](mailto:mcp-prod@sandboxaq.com).
## Limits & Quotas
AQPotency is designed for high-throughput ranking. The following limits are enforced server-side to keep responses inside LLM timeout windows and to protect shared hosted infrastructure.
| Limit | Individual | Enterprise |
| - | - | - |
| SMILES per `AqpotencyScreen` request | 10,000 (hard cap) | 10,000 (hard cap) |
| Max upload file size for `AqpotencyScreen` | 16 MB | 16 MB |
| Job-ID return (all four tools) | \<1–2s; processing async (poll `check_job_status`) | \<1–2s; processing async (poll `check_job_status`) |
| Curated panels available (`AqpotencyScan`) | `bowes_safety_panel`, `human_kinome`, `proteome` | `bowes_safety_panel`, `human_kinome`, `proteome` |
| Rate limit | 10 RPM | 100 RPM |
| Minimum container resources | ≥8 vCPU, ≥16–32 GB RAM (AD-on) | ≥8 vCPU, ≥16–32 GB RAM (AD-on) |
**All four AQPotency tools are asynchronous.** Every call returns a `job_id` in 1–2 seconds; results are fetched by polling `check_job_status` and then calling `get_job_results`. `AqpotencyScreen` requests that exceed the 10,000-SMILES or 16 MB caps are rejected with a `ToolError`.
## Security & IP Protection
* **Telemetry:** Per-call usage metadata (counts, identifiers, wall-clock time) is logged for billing reconciliation and capacity planning.
* **Privacy:** See the [SandboxAQ Privacy Policy](/support-legal/privacy) for complete details on data handling and retention.
* **Organizational isolation:** Usage, billing, and data are isolated per organization. Cross-organization access is not possible.
# Contact
Source: https://docs.aisim.sandboxaq.com/support-legal/contact
Get in touch with SandboxAQ: self-serve sign-up, enterprise sales, technical support, and privacy inquiries.
## Get in touch
Most users self-provision through the sign-up portal. Use the email channels below for situations that need human routing: enterprise sales, technical support, or privacy inquiries.
Sign up for MCP server access to SandboxAQ Large Quantitative Models (LQMs) [here](https://platform.aisim.sandboxaq.com/signin).
| Email | Use for |
| - | - |
| [mcp-prod@sandboxaq.com](mailto:mcp-prod@sandboxaq.com) | Enterprise sales — negotiated terms, custom deployments, volume agreements, and SSO provisioning for enterprise accounts |
| [support.aisim@sandboxaq.com](mailto:support.aisim@sandboxaq.com) | Technical support, billing, and account issues |
| [privacy@sandboxaq.com](mailto:privacy@sandboxaq.com) | Privacy policy inquiries and data-subject requests |
# Data Protection Addendum
Source: https://docs.aisim.sandboxaq.com/support-legal/dpa
SandboxAQ Data Protection Addendum — GDPR and CCPA data processing terms governing how SandboxAQ handles Customer Personal Data.
*Last Updated: April 28, 2026*
## Overview & Definitions
**Effective date:** April 28, 2026. This DPA supplements the [Master Customer Agreement](/support-legal/mca). In the event of a conflict between this DPA and the Master Agreement, the terms of this DPA shall prevail.
**1.1** This Data Protection DPA including all Appendices (the "DPA") forms part of and supplements any Master Agreement it is attached to or that contains a link to this DPA. In the event of a conflict between this DPA and the Master Agreement, the terms of this DPA shall prevail. Capitalized terms used in this DPA and not otherwise defined have the meanings given to such terms in the Master Agreement.
**1.2** The parties agree the provisions of this DPA shall apply to any Customer Personal Data which Sandbox AQ processes in the course of providing Services.
**1.3** In this DPA, the following defined terms shall have the following meanings:
### Customer Personal Data
Any personal data processed by Sandbox AQ or by any sub-contractors on behalf of the Customer pursuant to or in connection with the Master Agreement including (a) any personal data that the Customer uploads or inputs into a Product or otherwise makes available to Sandbox AQ, including in connection with Professional Services and (b) any personal data that is generated and made available to Customer by any Product through use of the personal data described in (a) above. For the avoidance of doubt, Customer Personal Data forms a subset of the Customer Data.
### Data Protection Legislation
The GDPR, Directive 2002/58/EC and any legislation and/or regulation implementing or made pursuant to them, or which amends, replaces, re-enacts or consolidates any of them, and all other applicable laws relating to processing of personal data and privacy that may exist in any relevant jurisdiction.
### EU Personal Data
The processing of personal data to which Data Protection Legislation of the European Union, or of a Member State or the European Union or European Economic Area, was applicable prior to its processing by Sandbox AQ.
### FADP
The new Swiss Federal Act on Data Protection.
### GDPR
In each case to the extent applicable to the processing activities: (i) Regulation (EU) 2016/679 ("EU GDPR"); and (ii) UK GDPR.
### Log in Credentials
Means user name/email, password, IP address, device identifiers or any other personal data used to authenticate/verify Users' access to the Products and Professional Services.
### Protected Area
* (i) in the case of EU personal data, the members states of the European Union and the European Economic Area and any country, territory, sector or international organisation in respect of which an adequacy decision under Art.45 EU GDPR is in force;
* (ii) in the case of UK personal data, the United Kingdom and any country, territory, sector or international organisation in respect of which an adequacy decision under United Kingdom adequacy regulations is in force; and
* (iii) in the case of Swiss personal data, any country, territory, sector or international organisation which is recognised as adequate under the laws of Switzerland.
### Security Breach
Any personal data breach relating to the Customer Personal Data in Sandbox AQ's possession, custody or control.
### Standard Contractual Clauses
**In respect of EU personal data**, the standard contractual clauses for the transfer of personal data to third countries pursuant to the GDPR, adopted by the European Commission under Commission Implementing Decision (EU) 2021/914, including the text from Module(s) one and two of such clauses as indicated in clause 1.17 and not including any clauses marked as optional ("EU Standard Contractual Clauses");
**In respect of Swiss personal data**, the EU Standard Contractual Clauses, provided that any references in the clauses to the EU GDPR shall refer to the FADP; and the term 'member state' must not be interpreted in such a way as to exclude data subjects in Switzerland from the possibility of suing for their rights in their place of habitual residence in accordance with clause 18(c) of the clauses;
**In respect of UK personal data:**
* The International Data Transfer DPA to the EU Standard Contractual Clauses, issued by the Information Commissioner and laid before Parliament in accordance with s.119A of the Data Protection Act 2018 on 2 February 2022 but, as permitted by clause 17 of such DPA, the parties agree to change the format of the information set out in Part 1 of the DPA so that:
* The details of the parties in table 1 shall be as set out in clause 1.21 (with no requirement for signature);
* For the purposes of table 2, the DPA shall be appended to the EU Standard Contractual Clauses (including the selection of modules and disapplication of optional clauses as noted above) and clause 1.20 below selects the option and timescales for clause 9 (Module 2 only); and
* the appendix information listed in table 3 is set out in clause 1.21; and
* For the purposes of table 4, the importer may end this DPA as set out in clause 19 of the DPA.
### UK GDPR
Means the GDPR as applicable as part of UK domestic law by virtue of section 3 of the European Union (Withdrawal) Act 2018 and as amended by the Data Protection, Privacy and Electronic Communications (Amendments etc) (EU Exit) Regulations 2019 (as amended).
### UK Personal Data
The processing of personal data to which data protection laws of the United Kingdom were applicable prior to its processing by Sandbox AQ.
The terms "controller", "data subject", "processor", "personal data", "personal data breach", "process" and "appropriate technical and organisational measures" shall be interpreted in accordance with the GDPR, or other applicable Data Protection Legislation in the relevant jurisdiction.
## Data Processing Obligations
**1.4** The parties agree that:
**1.4.1** to the extent Sandbox AQ processes business contact information or Log-in Credentials relating to the Customer and its Users in the course of the performance of its obligations under the Master Agreement, it shall act as an independent controller and shall comply with its respective obligations under applicable Data Protection Legislation in relation thereto and shall process such information in accordance with its privacy notice at the [SandboxAQ Privacy Policy](/support-legal/privacy); and
**1.4.2** where Sandbox AQ processes any other Customer Personal Data in connection with the performance of its obligations under the Master Agreement, the Sandbox AQ is the processor. The Parties agree that the Customer shall be the controller.
**1.5** In its use of the Products, the Customer shall:
**1.5.1** comply with the requirements of Data Protection Legislation;
**1.5.2** only share personal data with Sandbox AQ where there is an appropriate legal basis in place; and
**1.5.3** if required, notify data subjects that their personal data will be processed by Sandbox AQ and of their rights under Data Protection Legislation.
**1.6** When Sandbox AQ processes Customer Personal Data in the course of performing its obligations under the Master Agreement, Sandbox AQ will:
**1.6.1** process the Customer Personal Data only in accordance with documented instructions from the Customer. The Master Agreement (including this DPA) constitutes such documented instructions. If Sandbox AQ is required to process the Customer Personal Data for any other purpose by applicable laws to which Sandbox AQ is subject, Sandbox AQ will inform Customer of this requirement first, unless such law(s) prohibit this on important grounds of public interest; and
**1.6.2** notify the Customer immediately if, in Sandbox AQ's opinion, an instruction for the processing of the Customer Personal Data given by the Customer infringes applicable Data Protection Legislation, it being acknowledged that Sandbox AQ shall not be obliged to undertake additional work to determine if Customer's instructions are compliant.
**1.7** The subject-matter of the data processing is the performance of the Master Agreement. The obligations and rights of the Customer are as set out in the Agreement. The Appendix to this DPA sets out the nature, duration and purpose of the processing, the types of personal data Sandbox AQ processes and the categories of data subjects whose personal data is processed.
**1.8** The Customer instructs Sandbox AQ to process Customer Personal Data as reasonably necessary (i) to provide the Products and Professional Services to the Customer (including, without limitation, to support, improve and update the Products and Professional Services (including any data analytics and service modelling)) and to carry out processing initiated by Users in their use of the Products, and (ii) to perform Sandbox AQ's obligations and exercise Sandbox AQ's rights under the Master Agreement. The Customer agrees and acknowledges that Sandbox AQ may aggregate the Customer Personal Data in a manner that does not identify individuals for Sandbox AQ's internal use to improve, develop and optimise Sandbox AQ's and its Affiliates' products and services and for other business purposes as determined in Sandbox AQ's sole discretion.
**1.9** Sandbox AQ shall assist the Customer, always taking into account the nature of the processing:
**1.9.1** by appropriate technical and organisational measures and, in so far as is practicable, in fulfilling the Customer's obligations to respond to requests from data subjects exercising their rights;
**1.9.2** in reasonably ensuring compliance with the obligations pursuant to Articles 32 to 36 of the GDPR, taking into account the information available to Sandbox AQ; and
**1.9.3** by making available to the Customer all available information which the Customer reasonably requests to allow the Customer to demonstrate that the obligations set out in Article 28 of the GDPR relating to the appointment of processors have been met.
**1.10** To the extent that assistance under Clause 1.9 is not included within the Master Agreement, Sandbox AQ may charge a reasonable fee for any such assistance, save where assistance was required directly as a result of Sandbox AQ's own acts or omissions, in which case such assistance will be at Sandbox AQ's expense.
**1.11** Sandbox AQ shall implement and maintain appropriate technical and organisational measures to protect the Customer Personal Data against unauthorised or unlawful processing and against accidental loss, destruction, damage, theft, alteration or disclosure. These measures shall be appropriate to the harm which might result from any unauthorised or unlawful processing, accidental loss, destruction, damage or theft of the Customer Personal Data and having regard to the nature of the Customer Personal Data which is to be protected. As a minimum, this shall include the Data Security Requirements set forth in the Master Agreement.
**1.12** Sandbox AQ shall ensure that personnel required to access the Customer Personal Data are subject to a binding duty of confidentiality in respect of such Customer Personal Data.
**1.13** In the event of a Security Breach, Sandbox AQ will: (a) use all reasonable endeavours to investigate the Security Breach and to identify and mitigate the effects of the Security Breach and to remedy the Security Breach; and (b) notify the Customer without undue delay.
## Subprocessors
**1.14** The Customer agrees that Sandbox AQ may engage third-party sub-contractors (including any Affiliates) for the purposes of processing the Customer Personal Data under the Agreement ("Subprocessors"). A list of Subprocessors approved by the Customer as at the date of this Agreement is as follows: (1) Google Cloud Platform, (2) Okta, Inc., (3) Temporal, Inc., (4) Datadog, Inc., and (5) Atlassian Corporation. Sandbox AQ can at any time appoint a new Subprocessor provided that the Customer is given 7 days prior notice and the Customer does not object to such changes within that timeframe. If Customer has a legitimate objection to the appointment of a new Subprocessor within such period Sandbox AQ shall use reasonable efforts to make available to Customer a change in the Products or Professional Services or recommend a change to Customer's configuration or use of the Products or Professional Services, in each case to avoid the processing of Customer Personal Data by the objected-to Subprocessor for Customer's consideration and approval.
**1.15** Sandbox AQ must include in any contract with the Subprocessor, provisions in favour of the Customer which are substantially similar as those in this DPA and as are required by applicable Data Protection Legislation. For the avoidance of doubt, where a Subprocessor fails to fulfil its obligations under any sub-processing agreement or any applicable Data Protection Legislation, Sandbox AQ will remain fully liable to the Customer for the fulfilment of Sandbox AQ's obligations under these terms.
## Audit Rights
**1.16** Sandbox AQ will allow the Customer and its respective auditors or authorised agents to conduct audits or inspections during the term of the Agreement and provide all reasonable assistance in order to assist the Customer in exercising its audit rights under this Clause 1.16. If the Customer's request for information or access relates to a Subprocessor, or information held by a Subprocessor which Sandbox AQ cannot provide to the Customer itself, Sandbox AQ will promptly submit a request for additional information in writing to the relevant Subprocessor(s). The Customer acknowledges that access to the Subprocessor's premises or to information about the Subprocessor's previous independent audit reports is subject to agreement from the relevant Subprocessor, and that Sandbox AQ cannot guarantee access to that Subprocessor's premises or audit information at any particular time, or at all. The purposes of an audit pursuant to this Clause include verifying that Sandbox AQ and its Subprocessors are processing Customer Personal Data in accordance with the obligations under this DPA.
## International Data Transfers
**1.17** Sandbox AQ shall not, and shall ensure that none of its Affiliates or subcontractors, transfer, access or use EU, Swiss or UK personal data outside of the Protected Area without Customer's prior authorisation. Customer agrees to authorise the transfers set out in the Appendix of this DPA and Sandbox AQ and Customer agree to comply with the obligations set out in the Standard Contractual Clauses as though they were set out in full in this Agreement, with Customer as the 'data exporter' and Sandbox AQ as the 'data importer', with the parties signature and dating of the Master Agreement or Order Form, as applicable being deemed to be the signature and dating of the Standard Contractual Clauses and with the Annexes and/or Appendices to the Standard Contractual Clauses being as set out in clause 1.21 to this DPA. Module 1 of the Standard Contractual Clauses shall apply where Sandbox AQ acts an independent controller as described in clause 1.4.1 and Module 2 shall apply where Sandbox AQ processes Customer Personal Data as a processor as described in clause 1.4.2.
**1.18** At the end of the Services, upon the Customer's request, Sandbox AQ shall securely destroy or return such Customer Personal Data to the Customer and delete existing copies thereof unless applicable laws require storage of such Customer Personal Data.
**1.19** The parties agree that the aggregate liability of parties to each other under or in connection with the Standard Contractual Clauses shall be limited as set out in clause 11 of the Master Agreement.
**1.20** For the purposes of the EU Standard Contractual Clauses, the following shall apply:
**1.20.1** Clause 9 option b (where Module 2 applies): general written authorization for sub-processors, and the parties agree that the notice period for advising of any intended changes to the agreed list of sub-processors shall be 7 days in advance;
**1.20.2** Clause 17 (Governing law): the clauses shall be governed by the laws of France;
**1.20.3** Clause 18 (Choice of forum and jurisdiction): the courts of France shall have jurisdiction.
**1.21** For the purposes of the Annexes to the EU SCCs:
### 1.21.1 — Annex 1A: List of Parties
The data exporter shall be the Customer at the address given in the Master Agreement or Order Form, as applicable, including any contact details set out therein and shall play the role of controller.
The data importer shall be Sandbox AQ at the address given in the Master Agreement or Order Form, as applicable, including any contact details set out therein and shall play the role of (a) controller in respect of business contact data and Log-in Credentials and (b) processor in respect of any other processing of Customer Personal Data in connection with the Master Agreement.
### 1.21.2 — Annex 1B: Description of Transfer
For the details of the categories of data subjects, personal data being transferred including any sensitive data transferred (and any applied restrictions or safeguards) and nature and purpose of the processing and its duration, please see the Appendix to this DPA and Annex II below.
The frequency of the transfer shall be as needed to facilitate performance of the Products and Professional Services as outlined in the Master Agreement.
### 1.21.3 — Details of Transfers to Subprocessors
Google Cloud Platform for cloud services, Okta, Inc. for authentication, Temporal, Inc. for workflow orchestration, Datadog, Inc. for logging, and Atlassian Corporation (Jira) for support.
### Annex 1C — Competent Supervisory Authority
The Competent Supervisory Authority shall be as determined by GDPR.
### 1.21.4 — Annex II: Technical and Organizational Measures
Please see the Data Security Requirements referenced in the Master Agreement.
### 1.21.5 — Annex III: List of Sub-Processors
Not applicable.
**1.22** In the event that the Customer gives its consent to Sandbox AQ transferring personal data outside the Protected Area and a relevant European Commission decision or other valid adequacy method under applicable Data Protection Legislation on which the Customer has relied in authorising the data transfer is held to be invalid, or that any supervisory authority requires transfers of personal data made pursuant to such decision to be suspended, then the Parties agree to discuss in good faith and facilitate use of an alternative transfer mechanism.
## Appendix: Data Processing Information
### Nature and Purpose of Processing Operations
The nature of the processing operations is the provision of the Products and Professional Services pursuant to the Agreement. Sandbox AQ will process Customer Personal Data as reasonably necessary to provide the Products and Professional Services pursuant to the Master Agreement, as further specified in the DPA.
### Categories of Data Subject
The personal data concern the following categories of data subjects:
* Employees, agents, contractors, advisors, freelancers of Customer and its Affiliates (who are natural persons)
* Users of the Products
* Prospects, customers, business partners and vendors of Customer (who are natural persons)
* Employees or contact persons of Customer's prospects, customers, business partners and vendors
### Categories of Data
Sandbox AQ will process Log in Credentials about Users of the Products and business contact details about its Customers and their Affiliates as controller.
Other Customer Personal Data which Sandbox AQ processes as processor will depend upon the Customer's use of the Products and Professional Services but it is likely to be incidental and processed in a very limited manner.
To the extent the Customer Data contains Customer Personal Data, it may consist of:
* Basic personal data (e.g. place of birth, street name and house number (address), postal code, city of residence, country of residence, mobile phone number, first name, last name, initials, email address, gender, date of birth);
* Contact information (e.g. addresses, email, phone numbers, social media identifiers, emergency contact details);
* Pseudonymous identifiers;
* Device identification and configuration information (e.g. IP address, IMEI-number, SIM card number, MAC address); or
* Any other Personal Data contained in documents, images and other content or data in electronic form stored or transmitted by Customer's Users via the Services.
### Special Categories of Data
None specified.
### Duration of Processing
The personal data may be processed as long as reasonably necessary to provide the Products and Professional Services.
### List of Subprocessors
Google Cloud Platform, Okta, Inc., Temporal, Inc., Datadog, Inc., and Atlassian Corporation (Jira).
# Enterprise Tier Support
Source: https://docs.aisim.sandboxaq.com/support-legal/enterprise-tier-support
SandboxAQ will use commercially reasonable efforts to meet or exceed an uptime of 99.9% for Hosted Services.
### Support Hours
| Support Type | Hours |
| :- | :- |
| Application Support | 8:00 a.m. – 8:00 p.m. Eastern Time, Monday through Friday, excluding SandboxAQ holidays |
| Technical Support | 8:00 a.m. – 8:00 p.m. Eastern Time, Monday through Friday, excluding SandboxAQ holidays |
### Severity & First-Response Targets
| Class | Severity | Description | First-Response Target |
| :- | :- | :- | :- |
| A | Emergency | Software or Hosted Services completely inaccessible | 4 hours |
| B | Urgent | Material degradation in performance | 1 business day |
| C | Non-urgent | Non-critical degradation | 12 business days |
**Response time** is measured from the customer's first report of an identified performance issue to the provision of a plan for resolution by a SandboxAQ technical contact.
### Updates
Bug fixes and point releases are included at no additional charge when generally made available to other customers.
# Master Customer Agreement
Source: https://docs.aisim.sandboxaq.com/support-legal/mca
Terms and conditions governing Customer access to SandboxAQ Hosted Services and Professional Services.
*Last Updated: June 17, 2026*
## Agreement
PLEASE READ THIS MASTER CUSTOMER AGREEMENT ("**AGREEMENT**") CAREFULLY BEFORE ACCESSING OR USING THE PRODUCTS (AS DEFINED BELOW) OF SB TECHNOLOGY, INC. ("**SANDBOXAQ**'). ACCESS TO AND USE OF THE PRODUCTS BY THE INDIVIDUAL, COMPANY OR LEGAL ENTITY THAT WILL BE USING THE PRODUCTS ("**CUSTOMER**") IS SUBJECT TO ACCEPTANCE OF THE TERMS OF THIS AGREEMENT. BY ACCESSING OR USING ANY SANDBOXAQ PRODUCTS, OR BY INDICATING CONSENT ELECTRONICALLY OR OTHERWISE, YOU REPRESENT THAT YOU HAVE THE LEGAL AUTHORITY TO, AND YOU HEREBY DO, BIND CUSTOMER TO THIS AGREEMENT. IF YOU DO NOT AGREE TO THESE TERMS, NEITHER YOU NOR CUSTOMER MAY ACCESS, OR USE ANY PRODUCTS. CUSTOMER AND SANDBOXAQ MAY EACH BE REFERRED TO HEREIN INDIVIDUALLY AS A "**PARTY**" AND TOGETHER, THE "**PARTIES**".
SANDBOXAQ RESERVES THE RIGHT TO MAKE CHANGES TO THE TERMS OF THIS AGREEMENT IN ITS SOLE DISCRETION WITH OR WITHOUT NOTICE TO CUSTOMER. THE DATE INDICATED AS THE DATE OF THE LAST UPDATE ABOVE REFLECTS THE DATE OF THE MOST RECENT CHANGE TO THIS AGREEMENT. IT IS YOUR RESPONSIBILITY TO PERIODICALLY CHECK THIS PAGE FOR ANY UPDATES. YOUR USE OF THE PRODUCTS ON AND AFTER THE DATE OF LAST UPDATE INDICATES YOUR ACCEPTANCE OF THE UPDATED TERMS. IF YOU DO NOT AGREE TO THE UPDATED TERMS YOU MAY NOT ACCESS OR USE ANY PRODUCTS, AND SHALL IMMEDIATELY CEASE ALL SUCH ACCESS AND USE.
## 1. Structure
### 1.1 Products
This Agreement sets forth the terms and conditions on which SandboxAQ provides to Customer the Hosted Services (defined below) (collectively, "**Products**").
### 1.2 Addenda
Customer's receipt and use of the Products, Deliverables (as defined below), and Professional Services (as defined below) shall be referred to collectively herein as the "**Services**". The Services are also subject to any additional relevant SandboxAQ terms or policies (each, as may be made available by SandboxAQ or referenced herein, an "**Addendum**" and collectively the "**Addenda**").
### 1.3 Incorporation
All Addenda and SOWs are incorporated into and governed by this Agreement. References to this "**Agreement**" shall include, as applicable, this Master Agreement, the SOWs, and all Addenda.
### 1.4 Order of Precedence
Any conflict between a Statement of Work, Addendum, or this Master Agreement will be resolved according to the following order of precedence: (a) the Statement of Work (as applicable to the specific Products or the Professional Services described therein), in each case only to the extent it expressly states an intent to supersede the Master Agreement; (b) the Addenda (with respect to the applicable Products, Deliverables, and/or Professional Services that are the subject matter thereof); and (c) this Master Agreement.
## 2. Product Rights and Restrictions
### 2.1 Users
Customer may use the mechanisms designated by SandboxAQ ("**Log-in Credentials**"), to provide access to the Services and Documentation only to its and its Affiliates' employees and contractors who are using the Products on Customer's behalf in connection with its internal business purposes ("**Users**"). Log-in Credentials must be kept confidential and may not be shared with anyone else. Customer is responsible for its Users' compliance with this Agreement and all actions taken through their Log-in Credentials. Customer will promptly notify SandboxAQ if it becomes aware of any compromise of any Log-in Credentials or unauthorized access to or use of the Services or Documentation.
### 2.2 Licenses and Access/Use Grants
SandboxAQ hereby grants to Customer and its Users a limited, non-exclusive, revocable (as set forth herein), non-transferable, non-sublicensable, subscription license to access and use the Hosted Services, as applicable, and any accompanying documentation that SandboxAQ makes generally available to its customers ("**Documentation**") solely (a) as licensed during the Term, (b) in accordance with the applicable Documentation (defined below), including the limitations on usage set forth therein and (c) subject to Customer's compliance with the terms and conditions of this Agreement.
### 2.3 Additional Features
Customer acknowledges that the features and functionality of a Product are subject to the limitations on quantity, and description of features and functionality of the applicable license purchased by Customer as set forth in the Documentation, and that access to additional quantities, or features or functionality not included in a Product as licensed to Customer may require payment of additional fees and/or the purchase of additional licenses.
### 2.4 Use Restrictions
Except as otherwise explicitly permitted in this Agreement, Customer and its Users will not, and will not permit or authorize third parties to: (a) rent, lease, or otherwise permit third parties (or other persons not authorized by this Agreement) to access or use the Services, or the Documentation; (b) use the Services to provide services to third parties (e.g., as a service bureau); (c) use the Services in connection with the development of a competitive or similar product or service; (d) circumvent or disable any security or other technological features or measures of a Product or use the Product in a manner that poses a threat to the security of SandboxAQ-controlled computer systems; (e) modify, translate, reverse engineer, decompile, disassemble, or otherwise derive the source code or the underlying ideas, algorithms, structure, or organization of a Product or Service (except to the extent that applicable law prevents the prohibition of such activities); (f) circumvent any access restrictions, or conduct any security or vulnerability test of any Product; (g) transmit any viruses or other harmful materials to any Product; (h) use or access the Services in a manner, or take any action, that risks harm to others or to the security, availability, operation, or integrity of a Product or SandboxAQ's servers and systems; (i) remove or obscure any proprietary notices in a Product or Deliverable; or (j) publish benchmarks or performance information about any Product.
### 2.5 Third-Party Products
In the event that any third-party software or other products (e.g., cloud hosting instances or data analysis tools) that integrate or interoperate with or are identified in the Documentation as being required to use such Product ("**Third-Party Products**"), the relevant Third-Party Products and their use by Customer are subject to the applicable terms and conditions, and restrictions that apply to the use of such Third-Party Products ("**Third-Party Terms**"). Customer agrees to read, abide by, and comply with all such Third-Party Terms as applicable to Customer's use of Third-Party Products. Except as otherwise expressly agreed to in writing by SandboxAQ to the contrary, SandboxAQ does not provide any warranties, representations or support in respect of any Third-Party Products of any kind and has no liability for or in connection with Customer's use of Third-Party Products. SandboxAQ cannot guarantee the continued availability of any Third-Party Products and, may suspend or terminate access to any Third-Party Products without entitling Customer to any refund, credit, or other compensation.
### 2.6 Compliance with Laws
Customer will use the Services and Documentation in compliance with all applicable laws and regulations.
### 2.7 Customer Data
Except as expressly provided in this Agreement and except for Usage Data, as between SandboxAQ and Customer, Customer retains all right, title, and interest, including all patents, copyrights, trademarks, trade secrets, and any other proprietary or intellectual property rights ("**Intellectual Property Rights**"), in and to (a) any data or information that Customer uploads or inputs into a Product or otherwise makes available to SandboxAQ in connection with Customer's use of a Product or receipt of Professional Services; and (b) output that is generated and made available to Customer by any Product through use of the data described in part (a) above (excluding Usage Data) ((a) and (b) collectively, "**Customer Data**"). Customer Data does not include any of SandboxAQ's underlying inventions, ideas, methods, data, models, algorithms or proprietary information or technology used by SandboxAQ to provide the Products and Services, or any Intellectual Property Rights therein. Customer hereby grants SandboxAQ and its Affiliates a non-exclusive, worldwide, royalty-free, fully paid, sublicensable, fully transferable, license to access, use, process, transmit, store, display, and disclose Customer Data during the Term, for (a) the purpose of providing the Products and Services and performing its obligations and exercising its rights under the Agreement and (b) strictly with respect to output that is generated by the Products, for SandboxAQ's own internal use for any purpose.
### 2.8 Usage Data
Customer acknowledges that SandboxAQ and its Affiliates may monitor Customer's, its Affiliates' and their Users' use of the Products and Services and may, directly or indirectly through the use of third-party providers, collect, create, store, and process any and all information reflecting the access or use of the Products and Services by or on behalf of Customer or any User, including any end user profile-, visit-, session-, impression-, click through-, or click stream-data, and any statistical or other analysis, information, or data based on or derived from any of the foregoing, including without limitation, technical information and metrics about Customer's, its Affiliates' and their Users' access to or use of the Products and Services, such as end user profile-, visit-, session-, impression-, click through-, or click stream-data, in in perpetuity, in a form that does not (and cannot reasonably be used to) identify Customer or its Users as the source thereof ("**Usage Data**") for SandboxAQ's internal business purposes and use, including without limitation, to develop, maintain, and improve SandboxAQ's and its Affiliates' products and services.
### 2.9 Customer Data Representations and Warranties; Prohibited Data
Customer represents and warrants that (i) Customer has made and provided all legally required disclosures, and notices, and has obtained and will continue to obtain during the Term all rights, consents, and permissions necessary to provide the Customer Data to SandboxAQ and to grant the access and rights granted by Customer under this Agreement; and (ii) Customer Data shall not include any Prohibited Data. For purposes of this Agreement, "**Prohibited Data**" means any: (1) special categories of data or personal data relating to criminal convictions or offences as defined in the GDPR (as defined in the Data Protection Addendum); (2) patient, medical, or other protected health information regulated by the Health Insurance Portability and Accountability Act (as amended and supplemented); (3) credit, debit, or other payment card data subject to the Payment Card Industry Data Security Standards; (4) other information subject to regulation or protection under specific laws such as the Children's Online Privacy Protection Act or Gramm-Leach-Bliley Act (or related rules or regulations); (5) social security numbers, driver's license numbers, or other government ID numbers; or (6) any other sensitive and/or regulated data similar to the above.
### 2.10 Ownership
Except as expressly provided in this Agreement, as between the Parties, SandboxAQ and its licensors retain and own all right, title, and interest, including all Intellectual Property Rights, in and to the Products, Documentation, Deliverables, Professional Services, Services, and any updates or improvements to any Services (or other SandboxAQ products or services) made as a result of SandboxAQ's use, processing, or generation of Customer Data. .
### 2.11 Updates; Upgrades; and Optional Features
SandboxAQ may, in its sole discretion, make updates, modifications, or bug fixes to Products as SandboxAQ makes them generally available to its customers. SandboxAQ may also offer optional features within the Products, which may have their own terms and conditions and be offered on an optional basis to Customer, including tools that may use artificial intelligence to enhance Customer's use of the Products. Customer's purchase of access to Products is not contingent on the delivery of any future functionality or features or dependent on any oral or written public or private comments made by SandboxAQ regarding future functionality or features of the Products. From time to time, SandboxAQ, in its sole discretion, may make available optional additions, enhancements, upgrades, new services, or modules that include new features and substantial increases in functionality to the Products ("**Upgrades**") for an additional fee and which may be subject to additional or different terms. Nothing in this Agreement obligates SandboxAQ to make Upgrades available to Customer as part of the Products or otherwise.
### 2.12 Feedback
If Customer provides any feedback to SandboxAQ concerning the functionality or performance of the Services or Documentation (including identifying potential errors and improvements) ("**Feedback**"), Customer hereby grants SandboxAQ a non-exclusive, perpetual, irrevocable, worldwide, royalty-free, transferable, and sublicensable (through multiple tiers) license to use Feedback without restriction, and without compensation or attribution to Customer of any kind.
## 3. Security; Privacy
### 3.1 Security
SandboxAQ will maintain, if and for as long as it processes Customer Data, the information security measures set forth in the Data Security Requirements set forth in this Agreement and the Documentation (as such measures may be updated by SandboxAQ from time to time, provided that the updated measures are not materially less protective of Customer Data than those accessible in this Agreement and the Documentation. SANDBOXAQ'S SOLE RESPONSIBILITY FOR HANDLING CUSTOMER DATA AND CUSTOMER'S SOLE REMEDY FOR SANDBOXAQ'S FAILURE TO PROPERLY HANDLE CUSTOMER DATA SHALL BE AS SET FORTH IN THE DATA SECURITY REQUIREMENTS AND DPA (TO THE EXTENT THERE IS ANY PERSONAL DATA IN THE CUSTOMER DATA).
### 3.2 Privacy
The Parties do not anticipate SandboxAQ processing any personal data of Customer. If SandboxAQ does process any personal data of Customer, the Parties agree to comply with their respective obligations in the [Data Protection Addendum](/support-legal/dpa) ("**DPA**") in connection with the processing of any such personal data within the Customer Data.
## 4. Fees and Payment
### 4.1 Fees and Payment Terms
Customer will pay SandboxAQ the fees and any other amounts owing under this Agreement as specified in the [SandboxAQ Pricing](/getting-started/pricing) or Statement of Work, without deduction or set-off. The credit card used by Customer to obtain access to the Hosted Services will be charged upon the earlier of (a) incurring one thousand dollars (\$1,000) in fees based on usage of the Hosted Service, which will be charged in one thousand dollar increments as incurred, or (b) the end of the calendar month. For balances under five dollars (\$5.00), SandboxAQ may choose not to charge your credit card for a period of up to ninety (90) days.
### 4.2 Taxes
Other than net income taxes imposed on SandboxAQ, Customer will bear all taxes, duties, and other governmental charges (collectively, "**Taxes**") resulting from this Agreement. Customer will pay any additional Taxes as are necessary to ensure that the net amounts received by SandboxAQ after all such Taxes are paid are equal to the amounts to which SandboxAQ would have been entitled in accordance with this Agreement if such additional Taxes did not exist.
## 5. Term and Termination
### 5.1 Term
Unless earlier terminated by SandboxAQ upon immediate written notice at any time, this Agreement is effective as of the date Customer begins using or accessing the Products and will remain in effect unless terminated (the "**Term**"). Upon termination of this Agreement, the license granted hereunder will terminate and Customer shall immediately cease using any Products and Documentation
### 5.2 Post-Termination and Expiration Obligations
Upon expiration or if this Agreement is terminated for any reason, (a) Customer will pay to SandboxAQ any fees or other amounts that have accrued through the effective date of the expiration or termination, and (b) any and all liabilities (including payment obligations under Section 4) accrued through the effective date of the termination or expiration will survive. Customer Data and other Confidential Information, as defined in Section 6, may be retained in Receiving Party's standard backups notwithstanding any obligation to delete the applicable Confidential Information but will remain subject to this Agreement's confidentiality and use restrictions.
### 5.3 Survival
Sections 1.5, 2.4, 2.6, 2.7, 2.8, 2.9, 2.11, 4, 5.3, 5.4, 6, 7, 8.4, 9, 10, 11, and 12 will survive termination or expiration of this Agreement.
## 6. Confidentiality
### 6.1 Definition
As used herein, "**Confidential Information**" means all confidential information disclosed by or otherwise obtained from a Party ("**Disclosing Party**") to or by the other Party ("**Receiving Party**"), whether orally, visually, or in writing, that is designated as confidential or that reasonably should be understood to be confidential given the nature of the information and the circumstances of disclosure. "Confidential Information" of a Disclosing Party includes such Disclosing Party's business and marketing plans, technology and technical information, pricing, product plans and designs, and business processes. Without limiting the foregoing, SandboxAQ's "Confidential Information" includes each Product, all Documentation, all SandboxAQ technical information, and all information concerning Product-related database structure information and schema. However, "Confidential Information" does not include any information that (a) is or becomes generally known to the public without breach of any obligation owed to the Disclosing Party, (b) was known to the Receiving Party prior to its disclosure by the Disclosing Party without breach of any obligation owed to the Disclosing Party, (c) is received from a third party without breach of any obligation owed to the Disclosing Party, or (d) was independently developed by the Receiving Party without use of or reference to any of the Disclosing Party's Confidential Information.
### 6.2 Protection of Confidential Information
Except as otherwise permitted in writing by the Disclosing Party, the Receiving Party will (a) use the same degree of care that it uses to protect the confidentiality of its own confidential information of like kind (but in no event less than reasonable care) not to disclose or use any Confidential Information of the Disclosing Party for any purpose outside the scope of this Agreement and (b) limit access to Confidential Information of the Disclosing Party to those of its employees, contractors, agents, and representatives who need such access for purposes consistent with this Agreement and who have signed confidentiality agreements with the Receiving Party containing protections no less stringent than those herein. Notwithstanding the foregoing, SandboxAQ is permitted to disclose Confidential Information of Customer on a need-to-know basis to its and its Affiliates' employees, contractors, agents, representatives, and advisors (collectively "**Representatives**"), in each instance, provided such Representatives are informed of the confidential nature of the information and are bound by confidentiality obligations no less restrictive than those contained herein. The Receiving Party may disclose Confidential Information of the Disclosing Party if it is compelled by law to do so, provided the Receiving Party gives the Disclosing Party prior notice of such compelled disclosure (to the extent legally permitted) and reasonable assistance, if the Disclosing Party wishes to contest the disclosure. "**Affiliate**" means any corporation, partnership, joint venture, or other entity: (i) as to which a Party owns or controls, directly or indirectly, stock or other interest representing more than 50% of the aggregate stock or other interest entitled to vote on general decisions reserved to the stockholders, partners, or other owners of such entity; (ii) if a partnership, as to which a Party or another Affiliate is a general partner; or (iii) that a Party otherwise is in common control with, controlled by, or controls in matters of management and operations.
## 7. Audit
### 7.1 Compliance Records
Customer will maintain accurate records to enable SandboxAQ to verify Customer's compliance with this Agreement. Customer will provide a copy of such records to SandboxAQ upon request. Customer acknowledges that SandboxAQ will have the right to implement in the Products testing, compliance, and monitoring tools and technologies to collect Usage Data concerning Customer's usage of such Products. Nothing in this Agreement will be construed to limit SandboxAQ's right to use such Usage Data to verify Customer's compliance with this Agreement.
## 8. Warranties and Disclaimer
### 8.1 Mutual Warranties
Each Party represents and warrants to the other that: (a) this Agreement has been duly executed and delivered and constitutes a valid and binding agreement enforceable against such Party in accordance with its terms and (b) no authorization or approval from any third party is required in connection with such Party's execution, delivery, or performance of this Agreement.
### 8.2 SandboxAQ Warranties
SandboxAQ offers the following limited warranties (collectively, the "**Performance Warranty**") during the applicable warranty periods set forth below (as applicable, the "**Warranty Period**"):
1. The functionality of the Hosted Services will perform as described in the applicable Documentation in all material respects during the applicable Term;
2. SandboxAQ will perform any Professional Services in a professional and workmanlike manner in substantial accordance with the applicable Statement of Work, and the Deliverables (as and when delivered by SandboxAQ) will conform in all material respects to the specifications set forth in the applicable Statement of Work.
### 8.3 Warranty Remedy
If SandboxAQ breaches the Performance Warranty during the applicable Warranty Period and Customer makes a reasonably detailed warranty claim in the manner required by SandboxAQ within the Warranty Period (or in the case of Section 8.2(c) above, within seven (7) days of performance or delivery), then SandboxAQ will use reasonable efforts to correct the non-conformity within a reasonable time period. If SandboxAQ cannot do so, either party may terminate this Agreement as it relates to the non-conforming Product or Professional Services. SandboxAQ will then refund to Customer any pre-paid, unused fees for the terminated portion of the applicable Order Form (for breach of the Performance Warranty) or for the non-conforming Professional Services. This Section sets forth Customer's exclusive remedy and SandboxAQ's entire liability for breach of the warranties set forth in Section 8.2 of this Agreement. These warranties do not apply to and SandboxAQ shall have no liability for: (a) issues caused by Customer's misuse of or unauthorized modifications to the applicable Product; (b) issues in or caused by Third-Party Products or other third-party systems; (c) use of the applicable Product other than according to the Documentation; (d) Tier 2 Software, or (e) Trials and Betas or other free or evaluation use.
### 8.4 Disclaimer
EXCEPT FOR THE EXPRESS REPRESENTATIONS AND WARRANTIES STATED IN THIS SECTION 8, THE PRODUCTS, DOCUMENTATION, SUPPORT AND MAINTENANCE AND ANY OTHER SERVICES PROVIDED BY SANDBOXAQ ARE PROVIDED "AS IS" AND "AS AVAILABLE". SANDBOXAQ MAKES NO ADDITIONAL REPRESENTATION OR WARRANTIES OF ANY KIND WHETHER EXPRESS, IMPLIED (EITHER IN FACT OR BY OPERATION OF LAW), OR STATUTORY, AS TO ANY MATTER WHATSOEVER. SANDBOXAQ EXPRESSLY DISCLAIMS ALL IMPLIED WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, QUALITY, ACCURACY, TITLE, AND NON-INFRINGEMENT. SANDBOXAQ DOES NOT WARRANT THAT THE PRODUCTS, DOCUMENTATION, DELIVERABLES OR PROFESSIONAL SERVICES ARE ERROR-FREE OR THAT OPERATION OF THE PRODUCTS OR PROVISION OF THE PROFESSIONAL SERVICES OR DELIVERABLES WILL BE SECURE OR UNINTERRUPTED. SANDBOXAQ DOES NOT WARRANT THAT ANY INFORMATION PROVIDED BY A PRODUCT OR DOCUMENTATION, OR IN CONNECTION WITH THE PROFESSIONAL SERVICES, IS ACCURATE OR COMPLETE OR THAT ANY SUCH INFORMATION WILL ALWAYS BE AVAILABLE. SANDBOXAQ EXERCISES NO CONTROL OVER, AND EXPRESSLY DISCLAIMS ANY LIABILITY ARISING OUT OF OR BASED UPON THE RESULTS OF, CUSTOMER'S USE OF THE PRODUCTS OR DOCUMENTATION OR RECEIPT OF THE PROFESSIONAL SERVICES. SANDBOXAQ DOES NOT PROVIDE ANY LEGAL ADVICE, AND CUSTOMER IS SOLELY RESPONSIBLE FOR ANY PROFESSIONAL DECISIONS CUSTOMER MAKES. IN ADDITION TO THE FOREGOING, THE RESULTS OF THE PRODUCTS, SERVICES, PROFESSIONAL SERVICES, DELIVERABLES, AND THE OPINIONS, ADVICE, RECOMMENDATIONS, AND/OR CERTIFICATION OF OR BY SANDBOXAQ THEREOF DOES NOT CONSTITUTE A REPRESENTATION, WARRANTY, OR GUARANTY THAT CUSTOMER'S SYSTEMS ARE SECURE FROM EVERY KIND OF ATTACK, EVEN IF FULLY IMPLEMENTED.
## 9. Trials and Betas
If Customer receives access to Products or features thereof on a free or trial basis or as an alpha, beta, or early access offering ("**Trials and Betas**"), Customer may only use the Trials and Betas only for Customer's internal evaluation during the period designated by SandboxAQ (or if not designated, thirty (30) days). Trials and Betas are optional and either party may terminate Trials and Betas at any time for any reason. Trials and Betas may be inoperable, incomplete, or include features that SandboxAQ may never release, and their features and performance information are SandboxAQ's Confidential Information. Notwithstanding anything else in this Agreement, SandboxAQ provides no warranty, indemnity, or support for Trials and Betas, and its aggregate liability for Trials and Betas will not exceed US \$50.
## 10. Indemnification
### 10.1 By SandboxAQ
SandboxAQ will: (a) at its expense, either defend Customer from or settle any claim, proceeding, or suit brought by a third party ("**Claim**") against Customer alleging that Customer's use of the Product as permitted under this Agreement infringes or misappropriates any patent, copyright, or trademark, subject to Section 10.3, and (b) reimburse Customer for and pay the applicable Losses (defined below) actually incurred by Customer in connection with such Claim. SandboxAQ will have no obligation under this Section 10.1 for any infringement or misappropriation to the extent that it arises out of or is based upon any of the following (the "**Excluded Claims**"): (1) use of the Product in combination with other products or services not provided by SandboxAQ if such infringement or misappropriation would not have arisen but for such combination; (2) the Product having been provided to comply with designs, requirements, or specifications required by or provided by Customer, if the alleged infringement or misappropriation would not have arisen but for the compliance with such designs, requirements, or specifications; (3) use of the Product by Customer for purposes not intended or outside the scope of the license granted to Customer under this Agreement; (4) Customer's failure to use the Product in accordance with instructions provided by SandboxAQ, if the infringement or misappropriation would not have occurred but for such failure; (5) any modification of the Product not made or authorized in writing by SandboxAQ where such infringement or misappropriation would not have occurred but for such modification; or (6) any Third-Party Product if such infringement or misappropriation would not have arisen but for such Third-Party Product.
### 10.2 By Customer
Customer shall defend and indemnify SandboxAQ and its Affiliates and their officers, directors and employees against any Claim(s) (including those brought by a government entity), and all related Losses, resulting from: (1) an actual or alleged infringement or violation by the Customer Data of such third-party's patent, copyright, trademark, trade secret or other proprietary right; (2) SandboxAQ's use of the Customer Data violating applicable law including Data Protection Legislation (as defined in the Data Protection Addendum), provided that such use is permitted under this Agreement; (3) Customer's breach of Section 2.4 of this Agreement; or (4) any Excluded Claims.
### 10.3 Mitigation; Limited Remedy
If SandboxAQ becomes aware of, or anticipates, a Claim subject to Section 10.1, SandboxAQ may, at its option: (a) modify the Product so that it becomes non-infringing or substitute a functionally equivalent product; (b) obtain a license to the third-party Intellectual Property Rights giving rise to the Claim; or (c) terminate this Agreement on written notice and refund to Customer any unused prepaid fees. Sections 10.1 and 10.3 state SandboxAQ's sole and exclusive liability, and Customer's sole and exclusive remedy, for the actual or alleged infringement, misappropriation, or other breach of any third-party Intellectual Property Right by the Services.
### 10.4 Procedures
A party's obligations as the indemnifying party ("**Indemnitor**") with respect to a Claim for which the indemnified Party ("**Indemnitee**") is indemnified under this Section 10 (an "**Indemnified Claim**") are subject to Indemnitee doing the following: (a) providing Indemnitor prompt written notice of the Indemnified Claim; (b) granting Indemnitor full and complete control over the defense and settlement of the Indemnified Claim; (c) providing assistance in connection with the defense and settlement of the Indemnified Claim as Indemnitor may reasonably request; and (d) complying with any settlement or court order made in connection with the Indemnified Claim. Indemnitee will not defend or settle the Indemnified Claim without Indemnitor's prior written consent. Indemnitee will have the right to participate in the defense of the Indemnified Claim at its own expense and with counsel of its own choosing, but Indemnitor will have sole control over the defense and settlement of the Indemnified Claim provided that Indemnitor can not settle any Claim that requires Indemnitee to admit liability, take or refrain from taking any action, or pay money, without Indemnitee's prior written consent. "**Losses**" means: (i) all damages, costs, and attorneys' fees finally awarded against Indemnitee pursuant to the Indemnified Claim; (ii) all out-of-pocket costs (including reasonable attorneys' fees) reasonably incurred by Indemnitee in connection with the defense of the Indemnified Claim (other than attorneys' fees and costs incurred without Indemnitor's consent after Indemnitee has accepted defense of the Indemnified Claim); and (iii) all amounts that Indemnitor agrees to pay to any third party to settle the Indemnified Claim.
## 11. Limitations of Liability
### 11.1 Disclaimer of Indirect Damages
NOTWITHSTANDING ANYTHING TO THE CONTRARY CONTAINED IN THIS AGREEMENT, SANDBOXAQ WILL NOT, UNDER ANY CIRCUMSTANCES, BE LIABLE TO CUSTOMER FOR INDIRECT, CONSEQUENTIAL, INCIDENTAL, SPECIAL, ENHANCED, PUNITIVE, OR EXEMPLARY DAMAGES OF ANY KIND, INCLUDING BUT NOT LIMITED TO LOST PROFITS, LOSS OF USE, LOSS OF DATA, OR LOSS OF BUSINESS, ARISING OUT OF OR RELATED TO THE SUBJECT MATTER OF THIS AGREEMENT, REGARDLESS OF WHETHER SANDBOXAQ IS APPRISED OF THE LIKELIHOOD OF SUCH DAMAGES OCCURRING, SUCH DAMAGES WERE FORESEEABLE, OR THE THEORY OF LIABILITY (CONTRACT, TORT (INCLUDING NEGLIGENCE), STRICT LIABILITY, OR OTHERWISE) UPON WHICH THE CLAIM IS BASED, OR WHETHER ANOTHER REMEDY HEREUNDER FAILS OF ITS ESSENTIAL PURPOSE.
### 11.2 Cap on Liability
EXCEPT FOR OBLIGATIONS ARISING UNDER SECTION 10, UNDER NO CIRCUMSTANCES WILL SANDBOXAQ'S TOTAL AGGREGATE LIABILITY ARISING OUT OF OR RELATED TO THIS AGREEMENT (INCLUDING BUT NOT LIMITED TO WARRANTY CLAIMS), REGARDLESS OF THE FORUM AND REGARDLESS OF WHETHER ANY ACTION OR CLAIM IS BASED ON CONTRACT, TORT (INCLUDING NEGLIGENCE), OR OTHERWISE, EXCEED THE TOTAL AMOUNT PAID BY CUSTOMER TO SANDBOXAQ UNDER THIS AGREEMENT WITH RESPECT TO WHICH THE LIABILITY AROSE DURING THE 12 MONTHS IMMEDIATELY PRECEDING THE CLAIM (DETERMINED AS OF THE DATE OF ANY FINAL JUDGMENT IN AN ACTION).
### 11.3 Independent Allocations of Risk
EACH PROVISION OF THIS AGREEMENT THAT PROVIDES FOR A LIMITATION OF LIABILITY, DISCLAIMER OF WARRANTIES, OR EXCLUSION OF DAMAGES IS TO ALLOCATE THE RISKS OF THIS AGREEMENT BETWEEN THE PARTIES. THIS ALLOCATION IS REFLECTED IN THE PRICING OFFERED BY SANDBOXAQ TO CUSTOMER AND IS AN ESSENTIAL ELEMENT OF THE BASIS OF THE BARGAIN BETWEEN THE PARTIES. EACH OF THESE PROVISIONS IS SEVERABLE AND INDEPENDENT OF ALL OTHER PROVISIONS OF THIS AGREEMENT. THE LIMITATIONS IN THIS SECTION 11 WILL APPLY NOTWITHSTANDING THE FAILURE OF ESSENTIAL PURPOSE OF ANY LIMITED REMEDY IN THIS AGREEMENT.
## 12. General
### 12.1 Relationship
SandboxAQ will be and act as an independent contractor (and not as the agent or representative of Customer) in the performance of this Agreement.
### 12.2 Assignability
Neither Party may assign its right, duties, or obligations under this Agreement without the other Party's prior written consent, which consent will not be unreasonably withheld or delayed, except that SandboxAQ may assign this Agreement to an Affiliate or a successor (including a successor by way of Change of Control or operation of law), or in connection with the sale of all of the assets or business to which this Agreement relates. A Change of Control shall be deemed to cause an assignment of this Agreement. "**Change of Control**" means a merger, acquisition, divestiture, sale of all or substantially all of the assets or voting securities of SandboxAQ, or similar transaction.
### 12.3 Export
Customer will comply with all applicable export and import laws, rules, and regulations in connection with Customer's activities under this Agreement. Customer acknowledges that it is Customer's responsibility to obtain any required licenses to export and re-export Products. The Products, including technical data, are subject to U.S. export control laws, including the U.S. Export Administration Act and its associated regulations, and may be subject to export or import regulations in other countries. Customer represents and warrants that the Products are not being and will not be acquired for, shipped, transferred, or re-exported, directly or indirectly, to proscribed or embargoed countries or their nationals and persons on the Table of Denial Orders, the Entity List or the List of Specifically Designated Nationals, unless specifically authorized by the U.S. Government for those purposes.
### 12.4 U.S. Government Restricted Rights
The Software is commercial computer software, as that term is defined in 48 C.F.R. §2.101. Accordingly, if Customer is the U.S. Government or any contractor therefor, Customer will receive only those rights with respect to the Software and Documentation as are granted to all other end users under license, in accordance with (a) 48 C.F.R. §227.7201 through 48 C.F.R. §227.7204, with respect to the Department of Defense and their contractors, or (b) 48 C.F.R. §12.212, with respect to all other U.S. Government licensees and their contractors.
### 12.5 Subcontractors
SandboxAQ may utilize subcontractors or other third parties to perform its obligations under this Agreement so long as SandboxAQ remains responsible for all of its obligations under this Agreement.
### 12.6 Notices
Any notice required or permitted under the terms of this Agreement or required by law in connection with this Agreement (each, a "**Notice**") must be provided in writing to the other party as follows: (1) for notices to Customer, at the applicable address below the Customer's signature line through one of the following methods: (a) in person; (b) by certified or registered mail, or air mail, as appropriate, return receipt requested; (c) by nationally recognized overnight courier service; or (d) via email (and, if receipt is not confirmed within two business days, supplemented by one of the methods specified in (a), (b), or (c) of this section), and (2) for SandboxAQ, via email at [legal-notices@sandboxquantum.com](mailto:legal-notices@sandboxquantum.com). Notices to Customer will be considered to have been given (i) at the time of actual delivery in person, (ii) three business days after deposit in the mail as set forth above, (iii) one business day after delivery to an overnight courier service, or (iv) for email, the earlier of the date receipt is acknowledged by recipient and the date the supplemental Notice would otherwise be deemed given in accordance with this section, and notices to SandboxAQ will be considered to have been given two (2) business days after delivery without any bounce back email redirecting the Company to another method of delivery. Either party may change its address for Notice by providing Notice of the change in accordance with this section. If an individual named as the recipient for Notices to a party ceases to work in the role specified or ceases to work for a party and that party fails to notify the other party of an alternative individual, delivery of Notices marked to the attention of an individual in the same or equivalent role at that party is deemed compliant with the Notice obligations.
### 12.7 Force Majeure
Neither Party will be liable for, or be considered to be in breach of or default under this Agreement (except for failure to make payments when due) on account of, any delay or failure to perform as required by this Agreement as a result of any cause or condition beyond its reasonable control, so long as that Party uses commercially reasonable efforts to avoid or remove the causes of non-performance.
### 12.8 Governing Law
This Agreement will be interpreted, construed, and enforced in all respects in accordance with the local laws of the State of New York, and not including the provisions of the 1980 U.N. Convention on Contracts for the International Sale of Goods. Each Party hereby irrevocably consents to the exclusive jurisdiction and venue of the federal, state, and local courts in New York City, New York in connection with any action arising out of or in connection with this Agreement.
### 12.9 Waiver
The waiver by either Party of any breach of any provision of this Agreement does not waive any other breach. The failure of any Party to insist on strict performance of any covenant or obligation in accordance with this Agreement will not be a waiver of such Party's right to demand strict compliance in the future, nor will the same be construed as a novation of this Agreement.
### 12.10 Severability
If any part of this Agreement is found to be illegal, unenforceable, or invalid, the remaining portions of this Agreement will remain in full force and effect. If any material limitation or restriction on the use of a Product under this Agreement is found to be illegal, unenforceable, or invalid, Customer's right to use Products will immediately terminate.
### 12.11 Interpretation
For purposes of this Agreement, (a) the words "include," "includes" and "including" will be deemed to be followed by the words "without limitation;"; (b) the words "such as", "for example" "e.g." and any derivatives of those words will mean by way of example and the items that follow these words will not be deemed an exhaustive list; (c) the word "or" is used in the inclusive sense of "and/or" and the terms "or," "any," and "either" are not exclusive; (d) the words "herein," "hereof," "hereby," "hereto" and "hereunder" refer to this Agreement as a whole; (e) words denoting the singular have a comparable meaning when used in the plural, and vice-versa; and (f) whenever the context may require, any pronouns used in this Agreement will include the corresponding masculine, feminine or neuter forms, and the singular form of nouns and pronouns will include the plural, and vice versa. The headings set forth in this Agreement are for convenience of reference purposes only and will not affect or be deemed to affect in any way the meaning or interpretation of this Agreement or any term or provision hereof. References to "\$" and "dollars" are to the currency of the United States of America. Any law defined or referred to herein means such law as from time to time amended, modified or supplemented, including (in the case of statutes) by succession of comparable successor laws.
### 12.12 Entire Agreement
This Agreement, including any exhibits, is the final and complete expression of the agreement between these Parties regarding the subject matter hereof. This Agreement supersedes, and the terms of this Agreement govern, all previous oral and written communications regarding these matters, all of which are merged into this Agreement, except that this Agreement does not supersede any prior nondisclosure or comparable agreement between the Parties executed prior to this Agreement being executed, nor does it affect the validity of any agreements between the Parties relating to other products or services of SandboxAQ that are not Products referenced herein and with respect to which Customer has executed a separate agreement with SandboxAQ that remains in effect. No employee, agent, or other representative of SandboxAQ has any authority to bind SandboxAQ with respect to any statement, representation, warranty, or other expression unless the same is specifically set forth in this Agreement. No usage of trade or other regular practice or method of dealing between the Parties will be used to modify, interpret, supplement, or alter the terms of this Agreement. The terms of this Agreement may be changed only by a written amendment executed by both Parties. SandboxAQ will not be bound by, and specifically objects to, any term, condition, or other provision that is different from or in addition to this Agreement (whether or not it would materially alter this Agreement) that is proffered by Customer in any receipt, acceptance, confirmation, correspondence, or otherwise, unless SandboxAQ specifically provides a written acceptance of such provision signed by an authorized agent of SandboxAQ.
# Privacy Policy
Source: https://docs.aisim.sandboxaq.com/support-legal/privacy
SandboxAQ Large Quantitative Models Privacy Policy — how SandboxAQ collects, uses, stores, discloses, and secures personal data related to your use of our Large Quantitative Models.
*Last Updated: April 17, 2026*
## Overview
We are committed to protecting your privacy. This privacy policy (this "**Privacy Policy**") is provided by SB Technology, Inc. ("**SandboxAQ**," "**we**," "**us**," or "**our**") on behalf of itself and its affiliates.
This Privacy Policy describes how SandboxAQ and its affiliates collects, uses, stores, discloses, and secures the personal data related to your use of our **Large Quantitative Models** and any services that link to this Privacy Policy ("**Service**").
Please note that this Privacy Policy does not apply to the extent that we process personal data in the role of a processor or service provider on behalf of our customers. In such cases, the customer (such as your employer, if applicable) is the controller of the personal data processed, and we will process your personal data according to the instruction of the customer. So, if you are an employee of an entity that has signed an agreement with us for use of the Service, the terms of that agreement will govern how we process your personal data. If you sign up for the Service directly, we are the controller of personal data processed, and this Privacy Policy will apply.
As used in this Privacy Policy, "personal data" means any information relating to an identified or identifiable individual and includes any information that constitutes "personally identifiable information," "personal data," or "personal information" under applicable privacy or data protection laws or regulations. For the purposes of applicable data protection laws, SandboxAQ is a data controller and responsible for the processing your personal data.
If you are a resident of California, please also review our [California Resident Privacy Notice](https://docs.google.com/document/d/1xOaP-Ybvtaa_3yBqMM55iScbsF3c3RWi/edit) for more information about the types of personal information we collect and disclose, as well as how to exercise your rights under California law.
You acknowledge the collection, use, disclosure, procedures, and other processing described in this Privacy Policy.
## The Types of Personal Data We May Collect and Use
We may collect and process the following personal data from or about you or your devices from various sources, as described below. Where applicable, we indicate whether and why you must provide us with your personal data, as well as the consequences of failing to do so. If you do not provide your personal data when requested, you may not be able to use the full extent of the Service if that personal data is necessary to provide you with the Service or if we are legally required to collect it.
### (a) Personal Data You Provide to Us
* **Account data** — We collect the data you provide to create, update, or manage your account, including, for example, your name and email address.
* **Service data** — We collect the personal data you provide when you use the Service.
* **Contact data** — We may collect your personal data when you inquire about us, the Service, or when you otherwise interact with us. This data may include your name, email address, and any data you choose to provide to us.
* **Communications data** — If you contact us directly, we may receive personal data about you, such as your name, email address, the contents of a message or attachments that you may send to us.
### (b) Personal Data We Collect When You Use the Service
* **Location data** — We may collect and infer your general location information, including, for example, by collecting and using your internet protocol (IP) address.
* **Device data** — We may receive information about your device and software, including IP address, device type, device identifiers, web browser type and version, and operating system version.
* **Usage data** — We automatically receive information about your interactions with the Service, like the searches you conduct and the dates and times of your visits.
* **Prompts and Outputs** — The Service allows you to submit text, audio, images, video, documents, and other materials to the Service ("**Prompts**"), which generate responses based on your Prompts ("**Outputs**"). We will collect any information you choose to provide in your Prompts, and this information may be reproduced in the Outputs.
### (c) Personal Data We Receive from Other Sources
* **Information from Third-Party Services** — If you choose to link the Service to a third-party account, including a large language model ("**LLM**") provider, we may receive information about you, including your use of the third-party account. If you wish to limit the information available to us, you should visit the privacy settings of your third-party accounts to learn about your options.
## Using Your Personal Data, the Legal Bases, and Purposes
We use the personal data we collect:
* To provide, maintain, improve, debug, administer, and enhance the Service;
* To understand your preferences and analyze how you use the Service and develop new products, services, features, and functionality;
* To communicate with you, provide you with relevant updates and other information, provide information that you request, respond to comments and questions, and otherwise provide customer support;
* For marketing and advertising purposes, such as developing and providing promotional and advertising materials that may be relevant, valuable or otherwise of interest to you;
* To generate anonymized or aggregated data containing only de-identified, non-personal data that we may use for any lawful purposes;
* To facilitate the connection of third-party services or applications, including LLMs;
* To find and prevent fraud and abuse, resolve disputes, or respond to trust and safety issues that may arise;
* For compliance purposes, including enforcing our contracts or other legal rights, or as may be required by applicable laws and regulations or requested by any judicial process or governmental agency; and
* For other purposes for which we provide specific notice at the time the information is collected.
If you are located in the European Economic Area ("**EEA**") or the United Kingdom ("**UK**"), we only process your personal data when we have a valid "legal basis," including as set forth below.
* **Contractual Necessity** — You may enter into a contract with us and some processing will be necessary for the performance of that contract or will be done at your request prior to entering into that contract. The provision of certain personal data may be necessary to provide our Service.
* **Compliance with Legal Obligation** — Processing may be necessary to discharge a relevant legal or regulatory obligation. For example, we may process your personal data to comply with tax and accounting obligations.
* **Legitimate Interests** — We may process your personal data where we or a third party have a legitimate interest in processing your personal data. The processing will, in all cases, be necessary for the legitimate business interests of SandboxAQ, such as (i) carrying out the ordinary or reasonable business activities of SandboxAQ; (ii) conducting internal analytics; and (iii) ensuring the security of information systems. We only rely on our or a third party's legitimate interests to process your personal data when these interests are not overridden by your rights and interests.
* **Consent** — We may also process data where you have provided consent. You have the right to withhold consent or withdraw it at any time in the future.
## How We May Disclose Your Personal Data
* **Partners and Affiliates** — We may disclose any information we receive to our current or future affiliates for any of the purposes described in this Privacy Policy.
* **Vendors and Service Providers** — We may disclose any information we receive to vendors and service providers retained in connection with the Service.
* **AI Service Providers** — We may disclose information we receive to vendors that provide artificial intelligence services in order to provide you with the Service.
* **LLMs** — Our Service allows you to, upon your direction, disclose information to third-party LLMs, such as Anthropic. You understand and agree that the use of your information by any third-party LLMs will be governed by the privacy policies of these third-party LLMs. We encourage you to review their privacy policies.
* **As Required By Law and Similar Disclosures** — We may access, preserve, and disclose your information if we believe doing so is required or appropriate to: comply with law enforcement requests and legal process, such as a court order or subpoena; respond to your requests; protect your, our, or others' rights, property, or safety; protect against legal liability; or investigate fraud or other unlawful activity. For the avoidance of doubt, the disclosure of your information may occur if you post any objectionable content on or through the Service.
* **Merger, Sale, or Other Asset Transfers** — We may transfer your personal data to service providers, advisors, potential transactional partners, or other third parties in connection with the consideration, negotiation, or completion of a corporate transaction in which we are acquired by or merged with another company or we sell, liquidate, or transfer all or a portion of our assets.
* **Consent** — We may also disclose your information with your permission.
## Links to Other Websites
The Service may include links to other websites maintained by third parties that are not owned or controlled by SandboxAQ. This Privacy Policy is limited to our own information collection practices, and we are not responsible for the privacy or information collection practices of other websites. We encourage you to be aware when you leave or are redirected from our Service and to read the privacy policies of any linked website.
## International Data Transfers
SandboxAQ is headquartered in the United States ("**U.S.**") and works with customers and partners globally. If you choose to use the Service from the EEA, the UK or other regions of the world with laws governing data collection and use that may differ from U.S. law, then please note that you are transferring your personal data outside of those regions to the U.S. for storage and processing. We may transfer personal data from the EEA or the UK to the U.S. and other third countries based on European Commission-approved or UK Government-approved Standard Contractual Clauses, with your consent, to perform a contract with you, or otherwise in accordance with applicable data protection laws. We may also transfer your data from the U.S. to other countries or regions in connection with storage and processing of data, fulfilling your requests, and operating the Service.
For more information about the tools that we use to transfer personal data, or to obtain a copy of the contractual safeguards we use for such transfers (if applicable), you can contact us using the details set out under "Contacting Us" below.
## Retention of Personal Data
How long we hold your personal data for will vary. The retention period will be determined by various criteria, including the purposes for which we are using it. We generally retain personal data we process for as long as an account is active, as needed to provide the Service or as required by legal or regulatory obligations. If you wish to terminate your account or request that we no longer use your data, please contact us by using the details set out under "Contacting Us" below. We delete all your data on the expiry of 14 days after the termination of your account, except as otherwise required by applicable law or for internal compliance purposes.
## Your Rights
Depending on your jurisdiction, you may have a number of legal rights in relation to the personal data that we hold about you. These rights include the following:
1. The right to obtain information regarding the processing of your personal data and access to the personal data that we hold about you.
2. In some circumstances, the right to receive some personal data in a structured, commonly used and machine-readable format and the right to request that we transmit that data to a third party where this is technically feasible. Please note that this right only applies to personal data which you have provided to us.
3. The right to withdraw your consent to our processing of your personal data at any time. We will apply your preferences going forward and this will not affect the lawfulness of the processing before you withdrew your consent. Please note, however, that we may still be entitled to process your personal data if we have another legitimate basis (other than consent) for doing so.
4. The right to request that we rectify your personal data if it is inaccurate or incomplete.
5. The right to request that we erase your personal data in limited circumstances. Please note however that there may be circumstances where you ask us to erase your personal data but we are legally entitled to retain it or such erasure is prohibited by law.
6. The right to object to, and the right to request that we restrict, our processing of your personal data in certain circumstances. Please note that there may be circumstances where you object to, or ask us to restrict, our processing of your personal data but we are legally entitled to continue processing your personal data and/or to refuse that request.
7. The right not to be subject to solely automated decision-making, including profiling, which have a legal or similarly significant effect on you.
You can exercise your rights by contacting us using the details set out under "Contacting Us" below. We may ask you to provide reasonable information to verify your identity. Please note that there are exceptions and limitations to each of these rights, and that while any changes you make will be reflected in active user databases instantly or within a reasonable period of time, we may retain personal data for backups, archiving, prevention of fraud and abuse, analytics, satisfaction of legal obligations, or where we otherwise reasonably believe that we have a legitimate reason to do so.
You also have the right, at any time, to lodge a complaint about our processing of your personal data with the relevant body regulating data protection in your country. In the UK, the data protection authority is the UK Information Commissioner's Office. A list of the EU data protection authorities and contact details is available at [http://ec.europa.eu/newsroom/article29/item-detail.cfm?item\_id=612080](http://ec.europa.eu/newsroom/article29/item-detail.cfm?item_id=612080).
## Our Service Is Not Intended for Children
Our Service is meant for adults. We do not knowingly collect, maintain, or use personal data from children under 18 years of age, and no part of the Service is directed to children. If you are a parent or legal guardian and think your child has given us information, you can contact us by using the details set out under "Contacting Us" below.
## We Use Standard Security Measures
We value the security of your data and take reasonable measures to keep your data secure, but we cannot promise that your use of our Service will be completely safe. Any transmission of your data to us or our Service is at your own risk, and we can make no guarantees as to the security or privacy of your data.
## We May Update This Privacy Policy
We may update this Privacy Policy from time to time and post the updated copy on this page. Please check this page periodically for updates as the revised version will be effective when it is posted.
## Contacting Us
If you would like further information on our Privacy Policy or data processing practices, please contact us at [**privacy@sandboxaq.com**](mailto:privacy@sandboxaq.com).