Evidently
Open-source framework to evaluate, test and monitor ML and LLM systems
Observability tool by Evidently AI
IndexedLicense unknown
Install
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pip install evidently
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About
Evidently is a Python library with 100+ built-in metrics, from data drift detection to LLM judges, that runs reports and test suites with pass/fail conditions. A monitoring UI can be self-hosted from the open-source version, or used through Evidently Cloud, which adds dataset and user management, alerting and no-code evals.
Use cases: llm-evaluation, monitoring-observability
Reviews
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Fact sheet
- Category
- Evals · open source
- Self-host
- Yesraw.githubusercontent.com
- Open source
- Yesevidentlyai.com
Facts read from the vendor's own pages by claude-haiku-5-5 on Oct 24, 2026; a fact is shown only with the page it came from.
Details
- Packages
- pypi
evidently - License
- License unknown
- Repository
- github.com/evidentlyai/evidently
- Website
- www.evidentlyai.com
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
Cite this page
Evidently. Agent Mart. https://agentmart.dev/observability/evidently (last updated 2026-10-24)