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Comet ML

Enterprise MLOps platform for experiment tracking, model management, and production monitoring. Track unlimited ML experiments automatically with 50+ integrations, compare results visually, and deploy models with confidence through comprehensive lineage tracking.
mlops experiment-tracking model-management
Advanced Level
Free / $19 per month / Enterprise
Starting Price
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Category
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Setup Time
< 2 minutes
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Category
Advanced
Difficulty
Active
Status
Web App
Type

What is Comet ML?

Enterprise MLOps platform for the entire ML lifecycle

Comet ML (now Comet) is the comprehensive MLOps platform trusted by enterprises to track experiments, manage models, and monitor production ML systems at scale. Built for data science teams, Comet automatically logs every aspect of your ML experiments—code versions, hyperparameters, metrics, datasets, and model artifacts—across PyTorch, TensorFlow, XGBoost, and 50+ frameworks with just 2 lines of code. The platform's powerful comparison engine lets you analyze thousands of experiments side-by-side with interactive visualizations, custom dashboards, and automated reports. Enterprise features include SSO, on-premise deployment, audit logs, and dedicated support. The model registry provides complete lineage from training data to production deployment, while monitoring tools detect drift and performance issues. Integrates with GitHub Actions, Jenkins, AWS SageMaker, and existing ML infrastructure.

Key Capabilities

What makes Comet ML powerful

Auto-Logging

Automatic capture of code, metrics, hyperparameters, datasets, and models from 50+ ML frameworks without code changes

Implementation Level Expert

Advanced Analytics

Compare thousands of experiments with parallel coordinates, scatter plots, custom dashboards, and automated insight generation

Implementation Level Professional

Enterprise Security

SSO, on-premise deployment, role-based access, audit logs, and compliance features for regulated industries

Implementation Level Advanced

Monitoring & Alerts

Production model monitoring with drift detection, performance tracking, and automated alerting via Slack/email

Implementation Level Professional

Professional Integration

These capabilities work together to provide a comprehensive AI solution that integrates seamlessly into professional workflows. Each feature is designed with enterprise-grade reliability and performance.

Pricing

Start using Comet ML today

Free / $19 per month / Enterprise

Starting price

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Quick Information

Category data
Pricing Model Freemium
Last Updated 12/7/2025

Tags

mlops experiment-tracking model-management ml-monitoring enterprise

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