Humanloop vs Weights & Biases

A side-by-side look at pricing, capabilities, pros, cons, and our editorial scores.

	Humanloop Evaluation	Weights & Biases Evaluation
Tagline	Prompt management + evals for collaborative AI teams.	The ML experiment tracker, now with LLM eval features.
Category	Evaluation	Evaluation
Pricing	Paid· From $200/mo team	Freemium· Free personal; team from $50/mo
Model	—	—
Editorial score	8.2 / 10	8.4 / 10
Use cases	prompt managementteam collabevals	ML experimentsLLM evalWeave
Pros	Built for cross-functional teams Safe prompt deploys Excellent eval UX	Industry-standard for ML tracking Weave adds LLM-native eval Mature, reliable
Cons	Pricier than self-host options Best when product PMs are involved	Heavier UX than LLM-native tools LLM features still catching up
Website	humanloop.com	wandb.ai

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