Evidently AI
ML model monitoring and testing
⭐ 4.5/5 (600 reviews)
About Evidently AI
Evidently is an open-source ML observability platform for monitoring data drift, model performance, and data quality. It provides interactive reports, test suites, and real-time monitoring dashboards.
Key Features
- Data drift detection
- Model quality metrics
- Test suites
- Dashboards
- Reports
- Alerts
✅ Pros
- Excellent monitoring
- Open source
- Easy integration
- Visual reports
❌ Cons
- Focused on monitoring only
- Cloud version newer
- Limited ecosystem
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