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#llm-evaluation

Alle Repositories im öffentlichen Register, die dieses Tag tragen — aus ihren GitHub-Topics oder den von ihren Paket-Registries veröffentlichten Schlagwörtern. Die Gesundheit wird nach derselben versionierten Methodik gemessen wie im übrigen Register.

38 Einträge
Getaggt als „llm-evaluation“Geordnet nach Gesundheitsindex
PyPI · npm
100AußergewöhnlichGesundheitsindex
Arize-ai/phoenix
AI Observability & Evaluation
Python · TypeScript★ 11.2K28. Aug. 2026
Eigene Lizenz28. Aug. 2026 · Metriken 2.10.0
PyPI · npm
99AußergewöhnlichGesundheitsindex
mlflow/mlflow
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.
Python · TypeScript★ 28K↓ 28.6M/Monat16. Sept. 2026
Apache-2.016. Sept. 2026 · Metriken 2.10.0
npm · PyPI
98AußergewöhnlichGesundheitsindex
comet-ml/opik
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
Python · TypeScript★ 22.1K↓ 175.4K/Monat16. Sept. 2026
Apache-2.016. Sept. 2026 · Metriken 2.10.0
PyPI
97AußergewöhnlichGesundheitsindex
Giskard-AI/giskard-oss
🐢 Open-Source Evaluation & Testing library for LLM Agents
Python★ 5.77528. Aug. 2026
Apache-2.028. Aug. 2026 · Metriken 2.10.0
npm
97AußergewöhnlichGesundheitsindex
promptfoo/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.
TypeScript★ 25.2K↓ 2.6M/Monat16. Sept. 2026
MIT16. Sept. 2026 · Metriken 2.10.0
PyPI · npm
96AußergewöhnlichGesundheitsindex
NVIDIA/garak
the LLM vulnerability scanner
Python · HTML★ 9.609↓ 39.2K/Monat19. Okt. 2026
Apache-2.019. Okt. 2026 · Metriken 2.10.0
npm · crates.io
96AußergewöhnlichGesundheitsindex
langfuse/langfuse
🪢 Open source agent evals & observability: Trace, evaluate, and improve LLM applications with one open platform.
TypeScript★ 34.7K↓ 7.2M/Monat16. Sept. 2026
Eigene Lizenz16. Sept. 2026 · Metriken 2.10.0
PyPI
95AußergewöhnlichGesundheitsindex
Q00/ouroboros
Agent OS: the agent gets smarter on its own. We just hold the line: Interview-gated, staged evaluation, budgeted evolution loop. MCP server, 14 runtimes: Claude Code, Codex CLI, Gemini CLI, OpenCode, Copilot, Kiro and more.
Python★ 6.00818. Sept. 2026
MIT18. Sept. 2026 · Metriken 2.10.0
PyPI · npm
94AußergewöhnlichGesundheitsindex
NuGuardAI/nuguard
AI red-teaming tool and LLM security framework to evaluate agentic AI applications. Tests prompt injections, handles vulnerability assessment, SBOM generation, and static analysis.
Python★ 44↓ 2.415/Monat10. Sept. 2026
Eigene Lizenz10. Sept. 2026 · Metriken 2.10.0
PyPI · npm
94AußergewöhnlichGesundheitsindex
confident-ai/deepeval
The LLM Evaluation Framework
Python · TypeScript★ 18.3K↓ 6.3M/Monat16. Sept. 2026
Apache-2.016. Sept. 2026 · Metriken 2.10.0
Go
94AußergewöhnlichGesundheitsindex
praetorian-inc/julius
Simple LLM service identification - translate IP:Port to Ollama, vLLM, LiteLLM, or 60+ other AI services in seconds
Go★ 23617. Sept. 2026
Apache-2.017. Sept. 2026 · Metriken 2.10.0
PyPI
94AußergewöhnlichGesundheitsindex
truera/trulens
Evaluation and Tracking for LLM Experiments and AI Agents
Python★ 3.56117. Sept. 2026
MIT17. Sept. 2026 · Metriken 2.10.0
PyPI · npm
93AußergewöhnlichGesundheitsindex
overmind-core/overmind
The platform for continuously improving AI agents.
Python · TypeScript★ 66919. Okt. 2026
AGPL-3.019. Okt. 2026 · Metriken 2.10.0
PyPI · npm
92ExzellentGesundheitsindex
UiPath/coder_eval
Playwright for coding agents. Test that your skills, MCP servers, and CLIs actually work when an agent uses them — sandboxed YAML suites, A/B experiments, CI gates.
Python · TypeScript★ 152↓ 7.982/Monat19. Okt. 2026
Apache-2.019. Okt. 2026 · Metriken 2.10.0
PyPI
92ExzellentGesundheitsindex
cvs-health/uqlm
[JMLR 2026] "UQLM: A Python Package for Uncertainty Quantification in Large Language Models"
Python★ 1.200↓ 1.591/Monat19. Sept. 2026
Apache-2.019. Sept. 2026 · Metriken 2.10.0
PyPI
91ExzellentGesundheitsindex
JudgmentLabs/judgeval
The Continuous-Improvement Stack for Agents. Our environment data and evals power agent improvement and monitoring.
Python★ 1.063↓ 233.1K/Monat17. Sept. 2026
Apache-2.017. Sept. 2026 · Metriken 2.10.0
npm
91ExzellentGesundheitsindex
microsoft/prompty
Prompty makes it easy to create, manage, debug, and evaluate LLM prompts for your AI applications. Prompty is an asset class and format for LLM prompts designed to enhance observability, understandability, and portability for developers.
Rust · C# · Java★ 1.26717. Sept. 2026
MIT17. Sept. 2026 · Metriken 2.10.0
PyPI · npm
90ExzellentGesundheitsindex
Marker-Inc-Korea/AutoRAG
AutoRAG: Now your agent can find anything in your computer. It gets smarter if you are using it frequently.
TypeScript · Python★ 5.073↓ 2.320/Monat15. Sept. 2026
Eigene Lizenz15. Sept. 2026 · Metriken 2.10.0
Go · Maven · npm
84ExzellentGesundheitsindex
hugalafutro/model-hotel
Multi-Provider AI Gateway - No personal logs by design. Model autodiscovery, Failover groups, High availability, Android companion app, and more - "Because we have LiteLLM at home"
Go · TypeScript★ 5210. Sept. 2026
MIT10. Sept. 2026 · Metriken 2.10.0
Hex · npm
83ExzellentGesundheitsindex
ccarvalho-eng/aludel
Phoenix-native LLM evaluation, prompt testing, model comparison, red teaming, and observability for Elixir
Elixir · JavaScript · HTML★ 36↓ 1.387/Monat9. Sept. 2026
Apache-2.09. Sept. 2026 · Metriken 2.10.0
PyPI · npm
80ExzellentGesundheitsindex
alizahidraja/isnad
Grade every agent, scraper and model in a claim's chain — provenance, trust scoring and audit evidence for LLM pipelines
Python★ 53↓ 2.089/Monat21. Okt. 2026
Apache-2.021. Okt. 2026 · Metriken 2.10.0
PyPI
80ExzellentGesundheitsindex
b7n0de/proofbundle
Offline cryptographic receipts for AI evaluation results — Ed25519 + RFC 6962 Merkle + optional SD-JWT. Integrity, not truth
Python★ 2↓ 1.203/Monat13. Sept. 2026
MIT13. Sept. 2026 · Metriken 2.10.0
PyPI
78GutGesundheitsindex
Sahil170595/quantfit
Quantize an LLM and check it still refuses what it should — a GPU-aware quantization CLI that measures the safety drift of the quantization it just performed.
Python★ 1↓ 2.468/Monat12. Okt. 2026
Apache-2.012. Okt. 2026 · Metriken 2.10.0
PyPI
78GutGesundheitsindex
scaleapi/agentenv-framework
Creating realistic RL environments requires collaboration between researchers, engineers, and domain experts across many dimensions: artifacts, environments tools, dynamism of the environment, reproducibility, and more. There is no open source framework for building these environments effectively. Until now.
Python · TypeScript★ 27↓ 3.086/Monat6. Okt. 2026
Apache-2.06. Okt. 2026 · Metriken 2.10.0
npm
77GutGesundheitsindex
Precisa-Saude/medbench-brasil
Leaderboard reproduzível de LLMs em provas médicas brasileiras (Revalida, INEP) — zero-shot, 3 execuções, análise de contaminação
TypeScript★ 2↓ 2.553/Monat18. Okt. 2026
Eigene Lizenz18. Okt. 2026 · Metriken 2.10.0
npm
73GutGesundheitsindex
huggingface/aisheets
Build, enrich, and transform datasets using AI models with no code
TypeScript★ 1.64319. Sept. 2026
Apache-2.019. Sept. 2026 · Metriken 2.10.0
PyPI · npm
71GutGesundheitsindex
fastaifoundry/fastaiagent-sdk
Keine Repository-Beschreibung veröffentlicht.
Python · TypeScript★ 1↓ 2.637/Monat10. Sept. 2026
Apache-2.010. Sept. 2026 · Metriken 2.10.0
RubyGems
69GutGesundheitsindex
homemade-software-inc/completion-kit
Your prompts need tests too. Run prompts against real datasets, score outputs with LLM judges, version everything, and compare runs to see what got better.
Ruby · HTML★ 310. Sept. 2026
Eigene Lizenz10. Sept. 2026 · Metriken 2.10.0
PyPI
67GutGesundheitsindex
HarperZ9/flywheel
Flywheel runs AI tasks with a model you choose and keeps a receipt anyone can recheck offline.
Python · Dart★ 3↓ 2.756/Monat15. Okt. 2026
Eigene Lizenz15. Okt. 2026 · Metriken 2.10.0
PyPI
67GutGesundheitsindex
phierceweb/pw-core
Python foundation for LLM apps whose prompts and spend you can actually see — versioned prompts, every call recorded and replayable, budgets, evals, jobs.
Python★ 221. Okt. 2026
Apache-2.021. Okt. 2026 · Metriken 2.10.0