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Python distribution for data science & ML. Offers environment management, open source ML packages, some autoML solutions included (H2O, Auto-Sklearn).
- Free individual edition
 - Enterprise from $150/user/year
 - Focus on package management & collaboration
 
Experiment tracking, dataset versioning, and hyperparameter optimization platform. Integrates with autoML frameworks and deep learning libraries.
- Free tier: public projects
 - Paid teams from $499/month
 - Enterprise SSO & hosting options
 
Umbrella for Google’s cloud services: Vertex AI, BigQuery ML, GKE. Supports RL, time series forecasting, autoML models, etc.
- Pay-as-you-go GCP usage
 - No free plan except trial credits
 - Focus on integrated ML solutions
 
Open-source analytics platform offering a drag-and-drop environment for ML, autoML components, and data pipelines.
- Free open source desktop
 - Commercial server from ~$10k/yr
 - Focus on visual ML workflows
 
Fully managed ML platform combining AutoML, custom model training, MLOps, labeling, and model serving on GCP.
- Pay-as-you-go GCP usage
 - No free plan except trial credits
 - Enterprise GCP solutions possible
 
Open-source ML platform (H2O, Driverless AI) enabling anomaly detection, AutoML, and advanced data science solutions.
- H2O Open Source: free
 - Driverless AI: enterprise subscription
 - Focus on enterprise data science
 
Suite of ML products that allow training custom models (vision, translation, table data) without deep ML expertise.
- Pay-as-you-go training & prediction
 - No free plan except trial credits
 - Enterprise GCP usage
 
AutoML platform for automated feature engineering, model tuning, interpretability, and anomaly detection. Focus on enterprise solutions.
- Enterprise licensing
 - No free plan (trial available)
 - Focus on advanced autoML & interpretability
 
Data science platform offering collaborative ML pipelines, autoML, MLOps, and built-in data labeling for enterprise AI projects.
- Free Edition: limited features
 - Enterprise: custom licensing
 - Focus on team collaboration
 
Experiment tracking, model registry, and collaboration tool for ML teams. Integrates with autoML frameworks & data labeling solutions.
- Free tier: public projects
 - Pro: from $25/month
 - Enterprise: custom usage