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LLM evaluation

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

Im Vergleich

LLM evaluation
ToolSterneLizenzBedingungenSelbst hostbarSpracheNeuestes ReleaseLetzter Push
promptfoo26kMITOpen SourceNeinTypeScriptcode-scan-action-0.2.12026-10-06
DeepEval19kApache-2.0Open SourceNeinPythonpython-v4.2.42026-10-05
LM Evaluation Harness14kMITOpen SourceNeinPythonv0.4.132026-09-14
garak9.5kApache-2.0Open SourceNeinPythonv0.17.02026-10-02
OpenCompass7.5kApache-2.0Open SourceNeinPython0.5.42026-09-28
Giskard5.9kApache-2.0Open SourceNeinPythonv3.0.12026-10-06
Inspect2.9kMITOpen SourceNeinPython0.3.2762026-10-06

7 Tools

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.

Sprache
TypeScript
Lizenz
MIT
Sterne
26k
Neuestes Release
code-scan-action-0.2.1
Letzter 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.

Sprache
Python
Lizenz
Apache-2.0
Sterne
7.5k
Neuestes Release
0.5.4
Letzter Push
2026-09-28
Giskard

🐢 Open-Source Evaluation & Testing library for LLM Agents

Sprache
Python
Lizenz
Apache-2.0
Sterne
5.9k
Neuestes Release
v3.0.1
Letzter Push
2026-10-06
Inspect

Inspect: A framework for large language model evaluations

Sprache
Python
Lizenz
MIT
Sterne
2.9k
Neuestes Release
0.3.276
Letzter Push
2026-10-06

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