BenchGecko

ai.benchgecko/benchgecko · v1.0.0

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

MCPremoteno credentials

Reported outcomes

No reports yet.

Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 9 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

A 93/100

What it does: 9 tools · 9 read, 0 write

Test call get_scorecard: worked (538 ms)

How the rating is made

Answers without login: +30
Speed of first answer: +10
Lists tools: +10
Tool descriptions: +15
Parameter descriptions: +3
Read/write annotations: +5
Safe test call: +20
More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL

https://benchgecko.ai/api/mcp

Tools

9 tools listed at last check

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).

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