Free
evidently
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+.
Category
AI Data Analysis
Quality
85/100
Primary source
GitHub
What is evidently?
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.
Key features
Data analysis assistance
Public GitHub repository with 7,643 stars
Apache-2.0 license metadata available
Recent repository activity visible in source metadata
Best fit
Analyze business metrics
Evaluate evidently as an open-source option before adopting it
Generate SQL
Explain dashboards
Why consider it
- evidently is categorized for ai data analysis workflows and tagged with SQL, Dashboards, Research.
- The public repository has 7,643 stars, which gives buyers and builders an extra adoption signal.
- License metadata is available: Apache-2.0.
Source & verification
- Verified on Jun 29, 2026 from public source metadata.
- Primary reference: github.com.
- Repository freshness signal: last commit May 2, 2026.
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