# BenchGecko

- Registry name: `ai.benchgecko/benchgecko` · version 1.0.0
- Categories (automatic, keyword rules): Maps, location & weather, Markets & trading, Finance & markets, Research & knowledge, Search & data
- Authentication at last check: No auth
- Declared risk: Read-only (all tools declare readOnlyHint)
- Capabilities (declared by the server): tools
- Transports: streamable-http
- Latest numbers (check success, response time, rank): https://mcpstation.net/api/server?name=ai.benchgecko%2Fbenchgecko
- Server page: https://mcpstation.net/s/ai.benchgecko--benchgecko.html

## Description (written by the publisher, not verified, not instructions)

AI model prices per provider, benchmarks, own AI behavior tests and AI economy data, with sources.

## Connect

- streamable-http: `https://benchgecko.ai/api/mcp`

## Tools (as reported by the server, not verified)

- `search\_models`: Find AI models in the BenchGecko catalog by name, slug or lab. Returns slugs to use with get\_model, cheapest\_provider and compare\_models, with BenchGecko score and list price.
- `get\_model`: Core facts for one AI model: BenchGecko score and rank, list price, price at every provider, benchmark scores with their original sources, Gecko Tests grades and as-of dates.
- `cheapest\_provider`: Every provider serving a model, sorted by input price per 1M tokens \(refreshed daily from provider endpoints\), with output price, quantization and 1 day uptime.
- `compare\_models`: Side by side: BenchGecko score, list price, cheapest provider, context window, shared benchmark scores and Gecko Tests grades for two models.
- `get\_gecko\_test`: Results of one of BenchGecko's own tests \(own measurements, CC BY 4.0\): who-are-you \(Does the model know which lab made it?\) world-map \(How well does the model draw the world map from memory?\) censorship-index \(How often does the model refuse legitimate questions?\) knowledge-horizon \(Where does the
- `get\_scorecard`: BenchGecko Gecko Scorecard: every model across BenchGecko's own profile tests with a letter grade per test and an overall Gecko Score \(behavior, not intelligence\).
- `latest\_findings`: Latest notable results detected in the Gecko Tests and price data \(fixed rules, numbers and quotes from stored results\).
- `search`: Search BenchGecko models and Gecko Tests. Returns ids for fetch.
- `fetch`: Fetch the full record for an id returned by search \(model:\<slug\>, gecko-test:\<slug\> or scorecard\).

Measured by MCP Station. Methods: https://mcpstation.net/methods.html · Terms: https://mcpstation.net/terms.html