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Evidently AI
by Evidently AI
Open-source ML monitoring and testing
Evidently AI provides open-source tools for ML model monitoring, testing, and evaluation. Focuses on data quality, drift detection, and model performance with LLM support.
Ease of Use
0/10
Community
0/10
Performance
0/10
Documentation
0/10
🎯 Key Features
Data drift detection
Model performance monitoring
Test suites
Report generation
LLM evaluation
Custom metrics
Dashboard UI
Alerting
CI/CD integration
Strengths
Open source
Excellent drift detection
Good for tabular data
Easy to use
Great reports
Limitations
Limited LLM features
No tracing
Basic UI
Python-only
Best For
- Data quality monitoring
- Drift detection
- Model testing
- ML engineers