Evidently AI
by Evidently AI · open-source · Last verified 2026-03-17
Open-source ML monitoring platform for tracking data drift, model performance, and data quality. Provides interactive reports, test suites, and real-time monitoring dashboards for production ML systems.
https://www.evidentlyai.com ↗C
C—Below Average
Adoption: C+Quality: AFreshness: ACitations: CEngagement: F
Specifications
- License
- Apache-2.0
- Pricing
- open-source
- Capabilities
- data-drift-detection, model-monitoring, data-quality-checks, interactive-reports, test-suites
- Integrations
- mlflow, airflow
- Use Cases
- model-monitoring, data-drift-detection, quality-assurance, performance-tracking
- API Available
- Yes
- SDK Languages
- python
- Deployment
- self-hosted, evidently-cloud, docker
- Rate Limits
- N/A (open-source); cloud plans vary
- Data Privacy
- Self-hosted by default; Evidently Cloud SOC 2 compliant
- Tags
- ml-monitoring, data-drift, model-performance, open-source
- Added
- 2026-03-17
- Completeness
- 100%
Index Score
48.4Adoption
50
Quality
82
Freshness
82
Citations
48
Engagement
0