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catégorie

LLM evaluation

Test prompts, models and agents against datasets, assertions and red-team probes, locally or in CI.

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LLM evaluation
OutilÉtoilesLicenceConditionsAuto-hébergeableLangageDernière releaseDernier push
promptfoo26kMITOpen sourceNonTypeScriptcode-scan-action-0.2.12026-10-06
DeepEval19kApache-2.0Open sourceNonPythonpython-v4.2.42026-10-05
LM Evaluation Harness14kMITOpen sourceNonPythonv0.4.132026-09-14
garak9.5kApache-2.0Open sourceNonPythonv0.17.02026-10-02
OpenCompass7.5kApache-2.0Open sourceNonPython0.5.42026-09-28
Giskard5.9kApache-2.0Open sourceNonPythonv3.0.12026-10-06
Inspect2.9kMITOpen sourceNonPython0.3.2762026-10-06

7 outils

promptfoo

Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic.

Langage
TypeScript
Licence
MIT
Étoiles
26k
Dernière release
code-scan-action-0.2.1
Dernier push
2026-10-06
OpenCompass

OpenCompass is an LLM evaluation platform, supporting a wide range of models from OpenAI, Anthropic, Gemini, Qwen, GLM, DeepSeek, etc, across 100+ datasets covering knowledge, reasoning, coding, science, language, long-context, and safety.

Langage
Python
Licence
Apache-2.0
Étoiles
7.5k
Dernière release
0.5.4
Dernier push
2026-09-28
Giskard

🐢 Open-Source Evaluation & Testing library for LLM Agents

Langage
Python
Licence
Apache-2.0
Étoiles
5.9k
Dernière release
v3.0.1
Dernier push
2026-10-06
Inspect

Inspect: A framework for large language model evaluations

Langage
Python
Licence
MIT
Étoiles
2.9k
Dernière release
0.3.276
Dernier push
2026-10-06

Ce que ces outils remplacent