{"slug":"evidently","name":"evidently","category":"observability","categoryName":"Observability & tracing","audience":["ai-era"],"primary":"ai-era","openClosed":"open","pricing":"open-source","license":"Apache-2.0","maintained":"yes","officialUrl":"https://www.evidentlyai.com/","repo":"https://github.com/evidentlyai/evidently","latestVersion":"v0.7.23","latestRelease":"2026-09-11","stars":7999,"starsAsOf":"2026-10-22","description":"Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.","descriptionZh":"ML/LLM 评估与监控","callMethods":["SDK"],"platforms":[],"addedAt":"2026-10-10","updatedAt":"2026-10-22","topics":["data-drift","data-quality","data-science","data-validation","generative-ai","hacktoberfest","html-report","jupyter-notebook","llm","llmops","machine-learning","mlops","model-monitoring","pandas-dataframe"],"language":"Jupyter Notebook","lastPush":"2026-09-29","formerly":null,"packages":[{"registry":"pypi","name":"evidently","url":"https://pypi.org/project/evidently/","versionsUrl":"https://pypi.org/project/evidently/#history","latestVersion":"0.7.23","latestDate":"2026-09-11"}],"recentVersions":[{"version":"v0.7.23","date":"2026-09-11","prerelease":false,"url":"https://github.com/evidentlyai/evidently/releases/tag/v0.7.23","source":"GitHub Release"},{"version":"v0.7.22","date":"2026-09-10","prerelease":false,"url":"https://github.com/evidentlyai/evidently/releases/tag/v0.7.22","source":"GitHub Release"},{"version":"v0.7.21","date":"2026-03-10","prerelease":false,"url":"https://github.com/evidentlyai/evidently/releases/tag/v0.7.21","source":"GitHub Release"},{"version":"v0.7.20","date":"2026-01-09","prerelease":false,"url":"https://github.com/evidentlyai/evidently/releases/tag/v0.7.20","source":"GitHub Release"},{"version":"v0.7.19","date":"2026-01-05","prerelease":false,"url":"https://github.com/evidentlyai/evidently/releases/tag/v0.7.19","source":"GitHub Release"}],"alternatives":["mlflow","opik","openllmetry","wandb","langfuse","netdata","grafana","prometheus"],"stacks":[],"scenarios":["evaluate-and-monitor"],"problems":[],"reasonZh":"开源大库收录：ML/LLM 评估与监控","sources":["oss","editorial-patch","github-pool"],"record":"https://aimap.page/api/v1/software/evidently.json","pages":{"en":"https://aimap.page/en/software/evidently/","zh-hans":"https://aimap.page/zh-hans/software/evidently/"}}