Evidently AI
Open-source monitoring for machine learning models
Evidently AI launched on August 4, 2021 with 299 votes, #59 of 2,953 launches that month and more than 95% of that year's launches. The site was still online in September 2026, 5 years on.
In plain words
Evidently AI is an open-source tool that monitors machine learning models after they've been deployed. It generates visual reports showing how models are performing and helps developers identify and troubleshoot problems. The software is designed for teams building and maintaining machine learning systems in production environments.
written from the facts on this page · September 2026
From the sources
Evidently helps evaluate and monitor machine learning models in production. The tool generates visual reports on model performance to detect and debug issues. Follow the releases on Github: https://github.com/evidentlyai/evidently
Ensure your AI is production-ready. Test LLMs and monitor performance across AI applications, RAG systems, and multi-agent workflows. Open-source.
You can’t trust what you don’t test. Make sure your AI is safe, reliable and ready — on everyfrom evidentlyai.com
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