Evidently, an open-source framework for machine learning and large language model (LLM) observability, has achieved over 7,400 stars on GitHub. The tool enables developers to evaluate, test, and monitor AI-powered systems and data pipelines, supporting both tabular data and generative AI workflows. With more than 100 metrics, Evidently has garnered approximately 1.14 million PyPI downloads per month and 835 forks. The project provides deep analytical breakdowns, data-backed insights, and actionable intelligence for AI practitioners worldwide.
Evidently: Open-Source ML Observability Tool Surpasses 7,400 GitHub Stars
AI
May 2, 2026 · 3:54 PM