Ragas

More in Evaluation

• DeepEval

  Open-source LLM evaluation framework. Unit-test your LLM outputs with 14+ metrics including hallucination, toxicity, and RAG.

• HELM

  Holistic Evaluation of Language Models. Evaluates LLMs across 42 scenarios and 7 metrics for a complete capability picture.

• BIG-Bench

  Beyond the Imitation Game benchmark. 200+ tasks designed to probe LLM capabilities beyond standard NLP benchmarks.

• Promptfoo

  Test and evaluate LLM prompts and RAG pipelines. Red-teaming, A/B testing, and CI integration for prompt quality.

• AgentBench

  Benchmark for evaluating LLMs as agents across 8 distinct environments including OS, web browser, and database tasks.

• Label Studio

  Open-source data labeling platform. Annotate text, images, audio, and video for training and evaluating AI models.