BenchGecko
AI model prices per provider, benchmarks, own AI behavior tests and AI economy data, with sources.
Connect it
Settings → Connectors → Add custom connector
URL: https://benchgecko.ai/api/mcpSettings → Apps & Connectors → Advanced → Developer mode
Create connector with URL: https://benchgecko.ai/api/mcp{
"mcpServers": {
"benchgecko": {
"url": "https://benchgecko.ai/api/mcp"
}
}
}claude mcp add --transport http benchgecko https://benchgecko.ai/api/mcp{
"servers": {
"benchgecko": {
"type": "http",
"url": "https://benchgecko.ai/api/mcp"
}
}
}9 tools, verified live
search_modelsread-onlyFind 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_modelread-onlyCore 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_providerread-onlyEvery 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_modelsread-onlySide by side: BenchGecko score, list price, cheapest provider, context window, shared benchmark scores and Gecko Tests grades for two models.
get_gecko_testread-onlyResults 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 model's knowledge of world events actually stop?) tokenizer-tax (How many more tokens does the same
get_scorecardread-onlyBenchGecko 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_findingsread-onlyLatest notable results detected in the Gecko Tests and price data (fixed rules, numbers and quotes from stored results).
searchread-onlySearch BenchGecko models and Gecko Tests. Returns ids for fetch.
fetchread-onlyFetch the full record for an id returned by search (model:<slug>, gecko-test:<slug> or scorecard).
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