Best machine learning metrics tools in 2025

Censius
Censius

Monitor machine learning models with real-time insights and analysis.

Free
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📈 Model insights • 📊 Monitor model performance
Amplitude
Amplitude

Insightful analytics for understanding user interactions across platforms.

No pricing info
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📊 Understanding customer behavior • 🤖 User engagement metrics
Deepchecks Testing Package
Deepchecks Testing Package

Continuous validation for machine learning models and data quality.

Free + from $4.00/m
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📊 Validation • 🔬 Model validation

Related Categories

🔔 Alert mechanisms 📊 Behavior visualization 🔄 Continuous evaluation 📉 Decision explanation 🔔 Drift alerts 🔔 Drift detection 💰 Evaluate ROI 📉 Explanation tools 💰 Initiative evaluation 💰 Initiative metrics 🔄 Iterative analysis ⚙️ Optimize model outputs ⚙️ Output metrics 📊 Visualization metrics 📊 Visualize model behavior