Overview
Research summary
Evidently is a Python framework for evaluating predictive models, language-model applications, and the data they consume. It produces reports from built-in or custom metrics, turns results into pass/fail test suites, and tracks measurements over time through a monitoring interface. Supported workflows include data drift, text evaluation, retrieval applications, and model-judge scoring. Reports can be inspected interactively or exported for integration with other tools. The Apache-2.0 project can be self-hosted; Evidently Cloud offers separately managed capabilities and services.
Repository summary
- Stars
- Unavailable
- Open issues
- Unavailable
- Last push
- Unavailable
- Commits, 90 days
- Unavailable
- Repository activity
- Not scored
- Version
- Unavailable
Recorded catalogue figures. View repository data and provenance →
Classification
Pricing & services
Paid services unknown
Whether the provider offers paid products or services has not been established.
Licence scope
Implementation
Recorded implementation details and interfaces for Evidently.
Implementation details
Python evaluation library and monitoring web application
- Languages
- Python
- Repository type
- source
Recorded interfaces and capabilities
Licence scope
Repository
Repository snapshots, release information and recorded maintenance signals.
Repository snapshot
- Stars
- Unavailable
- Open issues
- Unavailable
- Last push
- Unavailable
- Commits, 90 days
- Unavailable
- Repository activity
- Not scored
- Archived
- Not recorded
Repository activity is a snapshot, not a quality or popularity ranking. It combines recent-push freshness (50%), 90-day commits (30%) and issue pressure (20%).
Maintenance and provenance
- Catalogue snapshot
- 2026-10-06
Documentation
Recorded references and research provenance for this entry.
Recorded sources 4
- https://www.evidentlyai.com/ Project page · Research reference
- https://github.com/evidentlyai/evidently Linked repository · Research reference
- https://github.com/evidentlyai/evidently/blob/main/README.md Research reference
- https://github.com/evidentlyai/evidently/blob/main/LICENSE Research reference
Research metadata
- Research date
- 2026-10-02
- Catalogue snapshot
- 2026-10-06
Community & social 4 channels
Video
Communities
- Discorddiscord.gg/xZjKRaNp8bOfficial
Social & updates
- Xx.com/EvidentlyAIOfficial
- LinkedInwww.linkedin.com/company/evidently-aiOfficial