Transparency alternatives to Weights & Biases

Other MLOps and model serving vendors we measure, sorted by how much they publish that Weights & Biases does not. This is a comparison of disclosure, not of features or fitness.

12 shown of 35 that differ from Weights & Biases on at least one criterion we measured for both. Public transparency score, not a product or security rating.

Weights & Biases has 11 gaps in what we could measure: Data processing agreement, Subprocessor list, Data location stated, Status page with history, Certifications named, Uptime SLA with a figure, HTTPS enforced with HSTS, No third-party tracking before consent, security.txt (RFC 9116), Notice before subprocessors change, Named privacy contact. The column “publishes and Weights & Biases does not” is the one that closes them.