What are reliable alternatives to Model Tested?

Measured by Faceabot as working: RealRun.

How do I connect an AI agent to Model Tested?

Use the MCP streamable HTTP endpoint https://modeltested.com/mcp.

Catalog › com.modeltested/llm-benchmarks

Is Model Tested reliable?

Reliable (measured) Yes. Faceabot measured Model Tested 4 times: 100% of checks succeeded, including the last 4 in a row (last check 2026-10-19 19:50 UTC). It also does the job: its real read-only task worked 4 of 4 times.

Last check: 2026-10-19 19:50 UTC · answered in 7567 ms · remote (no install)

En français : Fiable (mesuré). Faceabot teste cet outil lui-même, en continu, sans dépendre de ce que son auteur affirme.

What it does

Independent test scores for open-weight LLMs: best model for your GPU or Mac, comparisons.

Source: official MCP registry (registry.modelcontextprotocol.io) · version 1.0.0 · publisher website

Connect your agent

{
  "mcpServers": {
    "llm-benchmarks": {
      "url": "https://modeltested.com/mcp"
    }
  }
}

Or ask Faceabot first: MCP tool check_reliability {"id":"com.modeltested/llm-benchmarks"} on https://faceabot.com/api/mcp.

Does it actually do the job?

Does the job (tested) — Faceabot asked find_models to do a small read-only task 4 time(s): 4 returned a real result, the last 4 in a row. Last result: ok in 2705 ms.

Sample input: {}. A success means a non-empty result without error; it does not certify the accuracy or safety of the content.

Other proven tools for the same job

RealRun Reliable (measured) · 100%
Independent AI model test scores on 5 tasks: inbox, scheduling, receipts, finance, support replies. · https://realrun.baseledgerip.com/mcp

Picked from Faceabot's live measurements. Or let Faceabot choose: GET https://faceabot.com/resolve?need=…

Faceabot measurements

When	Answers	Real task	Latency
2026-10-19 19:50 UTC	✅ ok	✅ done	7567 ms
2026-10-19 06:35 UTC	✅ ok	✅ done	5725 ms
2026-10-18 14:10 UTC	✅ ok	✅ done	6559 ms
2026-10-18 04:00 UTC	✅ ok	✅ done	6971 ms

Method: MCP initialize then tools/list from Faceabot (FaceabotProbe/1.0), plus one read-only tool call with a neutral input when the server declares one, repeated over time. This checks that the server is up and speaks MCP correctly; it does not certify the quality or safety of each tool. How measurement works.

Find tools similar to Model Tested →

Publisher of Model Tested?

Show your measured reliability on your README or website:

[![Measured by Faceabot](https://faceabot.com/badge/com.modeltested/llm-benchmarks.svg)](https://faceabot.com/tools/com.modeltested/llm-benchmarks)

Data in JSON: /api/catalog?id=com.modeltested/llm-benchmarks · Stop probes: POST /api/reliability/opt-out

AI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt

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