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Hex vs Ray

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

Collaborative analytics notebooks with AI.

Distributed compute for AI and Python.

The verdict

Both Hex and Ray are credible business intelligence tools, and the right pick comes down to your priorities.

Choose Hex if you want a higher overall rating (4.7/5). Collaborative analytics notebooks with AI.

Ray — Distributed compute for AI and Python.

Hex vs Ray: side by side

DimensionHexRay
Starting priceFree – $36/user/moFree
Free planYesYes
Pricing modelFreemiumOpen source
Best forData TeamsMl Teams, Developers
PlatformsWebSelf Hosted, Api
Rating4.7/5Winner4.5/5

Hex key facts

Vendor
Hex
Pricing
Freemium — Free – $36/user/mo
Free tier
Yes
Platforms
Web
Best for
Data Teams
Editor rating
4.7 / 5
Founded
2019
Headquarters
San Francisco, CA, USA

Ray key facts

Vendor
Anyscale
Pricing
Open source — Free
Free tier
Yes
Platforms
Self Hosted, Api
Best for
Ml Teams, Developers
Editor rating
4.5 / 5
Founded
2017
Headquarters
San Francisco, CA, USA

Frequently asked questions

Is Hex better than Ray?

Neither is universally better — Hex 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 Hex or Ray cheaper?

Hex is the more affordable of the two to get started, at free – $36/user/mo. Hex starts at free – $36/user/mo; Ray starts at free.

Can Hex replace Ray?

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