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Thanos vs Weights & Biases

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

Highly available Prometheus with long-term storage

MLOps experiment tracking.

The verdict

Both Thanos and Weights & Biases are credible monitoring tools, and the right pick comes down to your priorities.

Thanos — Highly available Prometheus with long-term storage

Choose Weights & Biases if you'd rather have a higher overall rating (4.7/5). MLOps experiment tracking.

Thanos vs Weights & Biases: side by side

DimensionThanosWeights & Biases
Starting priceFreeFree – $50/seat/mo
Free planYesYes
Pricing modelOpen sourceFreemium
Best forSre, DevopsMl Teams, Researchers
PlatformsSelf Hosted, ApiWeb, Api, Self Hosted
Rating4.4/54.7/5Winner

Thanos key facts

Vendor
CNCF
Pricing
Open source — Free
Free tier
Yes
Platforms
Self Hosted, Api
Best for
Sre, Devops
Editor rating
4.4 / 5
Founded
2018
Headquarters
Remote

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 Thanos 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 Thanos or Weights & Biases cheaper?

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

Can Thanos replace Weights & Biases?

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