ai.benchgecko/benchgecko
BenchGecko
AI model prices per provider, benchmarks, own AI behavior tests and AI economy data, with sources.
alive probed 2026-10-15 · HTTP 200
9tools
1.5ktokens in Claude Opus 5.5
1.5ktokens in Claude Code
0.7 %of a 200k context window
817o200k_base estimate
422 msto initialize
82 msto list tools
- Endpoint
- https://benchgecko.ai/api/mcp (streamable-http)
- Host
- benchgecko.ai
- Protocol
- 2025-11-25
- Reports itself as
- benchgecko 1.0.0
- Capabilities
- tools
- Instructions
- 549 characters
- Claude count
- Claude Opus 5.5, measured 2026-10-15. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/BenchGecko/datasets
- Website
- https://benchgecko.ai/api-docs#mcp
- Registry
- active, updated 2026-10-05 · registry entry
- Reachable
- 3 of the last 5 probes
Most expensive tools
| Tool | Tokens (o200k) | Share of this server |
|---|---|---|
| get_gecko_test | 225 | 28 % |
| search_models | 116 | 14 % |
| get_model | 92 | 11 % |
| compare_models | 83 | 10 % |
| cheapest_provider | 73 | 9 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-10-15 08:49 | alive | 422 ms | 9 | 1.5k | 817 |
| 2026-10-14 09:06 | server error | ||||
| 2026-10-08 10:57 | alive | 641 ms | 9 | 1.5k | 817 |
| 2026-10-07 10:57 | server error | ||||
| 2026-10-06 10:45 | alive | 668 ms | 9 | 1.5k | 817 |
Badge and feed
[](https://mcpcost.ulehla.dev/s/ai.benchgecko/benchgecko)
An entry for every probe that changed the result, the tool count or the token cost: Atom feed. Add it to a feed reader or a Slack RSS app to hear when the server stops answering or its tool set grows.