✓
Tool
Category
Pricing
Free?
Updated
Weights & Biases Weave
AI Agents
Freemium
✓
Mar 2026
→
W&B toolkit for tracing, evaluating, and improving AI agent applications
Best for: W&B
Weights and Biases
AI Coding
Freemium
✓
Mar 2026
→
MLOps platform for experiment tracking, model management, and ML collaboration.
Best for: machine-learning
Weights and Biases Data
AI Data Analysis
Freemium
✓
Mar 2026
→
MLOps platform for experiment tracking, dataset versioning, and model evaluation.
Best for: data-analysis
Neptune.ai
AI Data Analysis
Freemium
✓
Mar 2026
→
ML experiment tracking and model registry with scalable metadata management.
Best for: data-analysis
Comet ML
AI Data Analysis
Freemium
✓
Mar 2026
→
ML experiment tracking with model management and production monitoring.
Best for: data-analysis
MLflow
AI Data Analysis
Free
✓
Mar 2026
→
Open-source ML lifecycle management for tracking, packaging, and deploying models.
Best for: data-analysis
Label Studio
AI Research
Freemium
✓
Mar 2026
→
Open-source multi-format data labeling platform for ML with configurable interfaces.
Best for: annotation