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Weights & Biases

wandb.ai

MLOps platform for experiment tracking, model registry, and LLM evaluation

Active · verified June 2026

Categories Weights & Biases serves

The B4 Index places Weights & Biases in 2 categories. Each category page lays out the build-versus-buy considerations for that decision.

MLOps / LLMOps Platform Primary ~$50-200/user/month. Team plans ~$1K/month for 10 users.
AI Model Evaluation (Evals) Platform Free tier; Team $50/user/mo; Enterprise custom
The B4 Index scores every software category on two axes, strategic differentiation and AI feasibility, to classify it Build, Buy, Bridge, or Beware. Vendor facts here are independent of that call. See the full methodology.