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.
What ToolVitals knows about 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.
This tool has an OSI-approved open-source license signal.
The project is active, but some maintenance signals are mixed.
Public signal read
?
How to read this
The overall score reflects ToolVitals maintenance and delivery evidence. Adoption is shown as public context only and does not change the overall score.
- Activity
- Commit activity across recent and sustained windows, with releases as a small supporting signal.
- Reliability
- Maintenance posture from commit recency, continuity, and active contributors.
- Adoption
- Public footprint from GitHub stars and forks when available.
Fork network
Popular active forks
Highest GitHub star count first- Stars
- 3
- Forks
- 0
- Activity
- Pushed 1y ago
- Stars
- 2
- Forks
- 1
- Activity
- Pushed 4d ago
- Stars
- 2
- Forks
- 0
- Activity
- Pushed 1y ago
GitHub Activity
- Primary Language
- Jupyter Notebook
- Last Commit
- 3 days ago
- Commits 30d
- 3
- Commits 90d
- 3
- Releases 90d
- 1
- Default Branch
- main
- License
- Apache-2.0
- Repository Status
- Active repository
Signal Quality
ConfidenceHigh-confidence score from multiple public signals.
Zombie RiskNo meaningful zombie signal right now.
License Evidence
- Class
- OSI-approved OSS
- License
- Apache-2.0
This tool has an OSI-approved open-source license signal.
Tracked Sources
Classification
- Category
- Monitoring
- Use Case
- Observability
- Openness
- OSI-approved OSS
- License
- Apache-2.0
- Tool Mode
- Source-visible project
- Score Model
- Open Source Maintenance
- Score Visibility
- Scored Intelligence
- Status
- Warning
README Badge
Show this ToolVitals status in project docs.
Open badge SVGMachine-readable profile
Use the clean Markdown or structured JSON representation from the same published ToolVitals evidence snapshot.
ToolVitals agent access guideRecent Updates
Release Notes
Next decisions
Useful paths from this profile
Get the direct dead/alive verdict from ToolVitals health, shipping, confidence, and decay signals.
AlternativesAlternatives to EvidentlySee healthier observability options ranked by ToolVitals evidence.
CompareEvidently vs NetdataCompare health, shipping, openness, and evidence mode side by side.
LeaderboardObservability rankingsBrowse every tracked tool in this use case and see the wider ranking context.
Alternatives
Recommended Alternatives
Top-ranked tools in the same use case by public ToolVitals evidence.
Some links are affiliate links. ToolVitals may earn a commission from qualifying purchases.