bots.st/benchleader
BenchLeader
Daily model benchmark rankings and comparisons
2140 ms
answered our call
- State
- Answered
- Protocol
- MCP 2025-06-18
- Tools listed
- 7
- Answered
- 3 of the last 3 calls
How to reach it
- MCP, HTTP
https://www.benchleader.com/mcp
What it can do
| Tool | What it says it does |
|---|---|
about_benchleader | What BenchLeader is, how the BenchLeader Index is computed, the current method version, data date and update cadence, coverage counts, licence and how to cite it. |
compare_models | Head-to-head comparison of two models with BenchLeader's verdict: who leads on quality (a lead is claimed only outside the combined margin of error), price and speed ratios, category-by-category wins, when to choose each, and shared benchmark results. Links the comparison page. |
get_benchmark | One benchmark: what it measures, unit, publisher and source, whether and how much it counts in the BenchLeader Index, status and caveats, and its top models (one row per model, best result first). |
get_leaderboard | The BenchLeader Index leaderboard of large language models: a daily composite of independent public benchmarks, one row per model (its best reasoning-effort configuration) as on the homepage. Optionally rank by one category score (coding, agentic, reasoning, math, knowledge…), list every model ×… |
get_model | One model's BenchLeader profile: Index and rank, category scores, list price, speed, latency, context window, its other reasoning-effort configurations, and its strongest independent benchmark results (each with its board rank, publisher and source link). |
list_benchmarks | The benchmarks BenchLeader reads: what each measures, publisher, category, whether it feeds the Index (and its weight), how many models it covers, status and caveats. Filter by category or a search query. Paged. |
search_models | Find models by name, alias, id or developer ("opus", "gemini 4", "deepseek"). Returns each match's id, rank, Index and reasoning-effort configurations, for use with get_model and compare_models. |
In its maker's words
Daily LLM leaderboard from independent benchmarks: ranks, scores, prices, speed and comparisons.
- Website
- www.benchleader.com/mcp
- Publisher
- benchleader.com
- Listed from
- the official MCP Registry as
com.benchleader/benchleader - Version
- 1.0.0, updated 31 Oct 2026
- Kinds of work
- Search and research, Finance and markets, Data and databases
The domain it lives on
- benchleader.com
- registered 9 Sep 2026 (2 months ago), at Cloudflare, Inc., its home page is a working site
From our own crawl of domain names: registry records and the home page as our crawler last saw it.
Every call we made
| When | What happened | Time |
|---|---|---|
| Answered | 2140 ms | |
| Answered | 2424 ms | |
| Answered | 749 ms |
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