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Sama vs Weights & Biases

Updated June 2026 · A structured head-to-head comparison.

Managed data annotation services.

MLOps experiment tracking.

The verdict

Both Sama and Weights & Biases are credible ai machine learning tools, and the right pick comes down to your priorities.

Sama — Managed data annotation services.

Choose Weights & Biases if you'd rather have a lower starting price (free – $50/seat/mo), a free plan to start on and a higher overall rating (4.7/5). MLOps experiment tracking.

Sama vs Weights & Biases: side by side

DimensionSamaWeights & Biases
Starting priceCustomFree – $50/seat/moWinner
Free planNoYesWinner
Pricing modelSubscriptionFreemium
Best forEnterprise, Ml TeamsMl Teams, Researchers
PlatformsWeb, ApiWeb, Api, Self Hosted
Rating4.3/54.7/5Winner

Sama key facts

Vendor
Sama
Pricing
Subscription — Custom
Free tier
No
Platforms
Web, Api
Best for
Enterprise, Ml Teams
Editor rating
4.3 / 5
Founded
2008
Headquarters
San Francisco, CA, USA

Weights & Biases key facts

Vendor
Weights & Biases
Pricing
Freemium — Free – $50/seat/mo
Free tier
Yes
Platforms
Web, Api, Self Hosted
Best for
Ml Teams, Researchers
Editor rating
4.7 / 5
Founded
2017
Headquarters
San Francisco, CA, USA

Frequently asked questions

Is Sama better than Weights & Biases?

Neither is universally better — Weights & Biases edges ahead on overall rating, but the best choice depends on price, platforms, and your use case. See the side-by-side table above.

Is Sama or Weights & Biases cheaper?

Weights & Biases is the more affordable of the two to get started, at free – $50/seat/mo. Sama starts at custom; Weights & Biases starts at free – $50/seat/mo.

Can Sama replace Weights & Biases?

Yes for most teams — both are ai machine learning tools with heavily overlapping features. The main trade-offs are pricing and platform support, covered in the comparison above.