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LLM evaluation

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

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LLM evaluation
FerramentaEstrelasLicençaTermosAuto-hospedadoLinguagemÚltima releaseÚltimo push
promptfoo26kMITCódigo abertoNãoTypeScriptcode-scan-action-0.2.12026-10-06
DeepEval19kApache-2.0Código abertoNãoPythonpython-v4.2.42026-10-05
LM Evaluation Harness14kMITCódigo abertoNãoPythonv0.4.132026-09-14
garak9.5kApache-2.0Código abertoNãoPythonv0.17.02026-10-02
OpenCompass7.5kApache-2.0Código abertoNãoPython0.5.42026-09-28
Giskard5.9kApache-2.0Código abertoNãoPythonv3.0.12026-10-06
Inspect2.9kMITCódigo abertoNãoPython0.3.2762026-10-06

7 ferramentas

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.

Linguagem
TypeScript
Licença
MIT
Estrelas
26k
Última release
code-scan-action-0.2.1
Último 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.

Linguagem
Python
Licença
Apache-2.0
Estrelas
7.5k
Última release
0.5.4
Último push
2026-09-28
Giskard

🐢 Open-Source Evaluation & Testing library for LLM Agents

Linguagem
Python
Licença
Apache-2.0
Estrelas
5.9k
Última release
v3.0.1
Último push
2026-10-06
Inspect

Inspect: A framework for large language model evaluations

Linguagem
Python
Licença
MIT
Estrelas
2.9k
Última release
0.3.276
Último push
2026-10-06

O que essas ferramentas substituem