Weights & Biases
MLOps platform for experiment tracking, model versioning, and collaborative machine learning.
Data & ML OpsFreemium
4.8 (876 reviews)
Key Features
- Experiment tracking
- Hyperparameter tuning
- Model registry
- Data versioning
Pros
- Excellent experiment tracking
- Beautiful visualization dashboards
- Great integration with ML frameworks
- Generous free tier
- Strong community
Cons
- Can slow down training with logging
- Learning curve for advanced features
- Internet dependency for logging
- Limited on-premise options
- Can generate large amounts of data
Use Cases
Best For:
ML research teamsModel experimentationCollaborative ML projectsAcademic research
Not Recommended For:
Production inferenceNon-ML projectsHighly secure environmentsSimple scripts
Recent Reviews
John Developer
2 weeks ago
Excellent tool that has transformed our workflow. The API is well-documented and easy to integrate.
Sarah Tech
1 month ago
Great features but took some time to learn. Once you get the hang of it, it's incredibly powerful.
Mike Business
2 months ago
Best investment for our team. Increased productivity by 40% in just the first month.
Quick Info
CategoryData & ML Ops
PricingFreemium
Rating4.8/5
Reviews876
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