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Evidently AI is an open-source AI evaluation and observability platform for testing, monitoring, and improving ML models, LLMs, RAG applications, and AI agents.

Evidently AI is an open-source AI evaluation and observability platform that helps teams test and monitor AI systems.

They support LLMs, RAG applications, AI agents, and ML models with automated testing and quality checks.

Their standout feature is 100+ built-in evaluation metrics, covering hallucinations, PII, retrieval quality, safety, and factuality.

They also provide synthetic data, custom evaluations, visual reports, and continuous monitoring for detecting drift and emerging risks.

Evidently AI is fully open-source under Apache 2.0, with documentation, GitHub access, and community resources available to users.

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Free Usage Policy100% Free
Paid Upgrade Option? No
Tool Release Year2020
Founded byElena Samuylova and Emeli Dral
Employees2-10
LocationSan Francisco, California, USA
Social media presence
Popularity Index9.2
Main FeaturesAI Evaluation, LLM Evaluation, AI Testing, AI Observability, and ML Model Monitoring
Best Used ForEvidently AI is best used by data scientists, ML engineers, AI engineers, MLOps teams, and organizations

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Evidently provides several ways to use the platform for free. The open-source version can be self-hosted and used without a subscription
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