# Some AI Stuff

> Compare AI models, provider prices and benchmark results. Browse the catalog or query it through the API and MCP.

Use the read-only API for bounded queries and the model pages for human-readable context. Source check times are not evaluation or release dates. Missing values mean unknown, not zero. Prices retain their billing units, conditions and provider configurations; benchmark results retain the tested configuration. Agent scores belong to the complete model and harness. Compare only compatible metrics and versions.

This file is an optional discovery convention. The OpenAPI contract describes supported requests; the source records carry the evidence.

## Programmatic access

REST and MCP require an account API key in the Authorization: Bearer header. Free includes basic model metadata. Pro is $4.99 USD per month and includes the complete machine data. Shared account limits apply; see the pricing page and API guide. Browser session cookies do not authenticate machine requests.

- [Accounts](https://someaistuff.com/account/): Sign in and create or revoke API keys.
- [Pricing](https://someaistuff.com/pricing/): Free and Pro data access and request allowances.
- [API guide](https://someaistuff.com/api/): Query options and examples.
- [API reference](https://someaistuff.com/docs/api/): Readable endpoints, parameters, response codes and schemas.
- [OpenAPI specification (JSON)](https://someaistuff.com/api/openapi.json): Machine-readable REST interface.
- [MCP endpoint](https://someaistuff.com/mcp): Read-only tools; use an MCP client and the API guide.

## Explore

- [Models](https://someaistuff.com/): Current catalog and exact model profiles.
- [Benchmarks](https://someaistuff.com/benchmarks/): Scores, tested configurations and sources.
- [Agent benchmarks](https://someaistuff.com/benchmarks/agents/): Model and harness results.
- [Providers](https://someaistuff.com/providers/): Inference providers and access routes.
- [Coding plans](https://someaistuff.com/plans/): Subscription allowances and conditions.
- [Offers](https://someaistuff.com/deals/): Free access, credits and promotions.
- [News](https://someaistuff.com/news/): Official source updates with publication evidence.
- [About Some AI Stuff](https://someaistuff.com/about/): How to choose and compare models, coverage, sources and privacy.
- [Canonical page sitemap](https://someaistuff.com/sitemap.xml): Public pages and model URLs.