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Harbor vs Modal

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

Open-source cloud-native container registry

Serverless compute for AI and data.

The verdict

Both Harbor and Modal are credible development it tools, and the right pick comes down to your priorities.

Harbor — Open-source cloud-native container registry

Choose Modal if you'd rather have a higher overall rating (4.7/5). Serverless compute for AI and data.

Harbor vs Modal: side by side

DimensionHarborModal
Starting priceFreeFree
Free planYesYes
Pricing modelOpen sourceUsage-based
Best forDevops, Platform EngineersDevelopers, Ml Teams
PlatformsSelf Hosted, ApiWeb, Api
Rating4.4/54.7/5Winner

Harbor key facts

Vendor
CNCF
Pricing
Open source — Free
Free tier
Yes
Platforms
Self Hosted, Api
Best for
Devops, Platform Engineers
Editor rating
4.4 / 5
Founded
2016
Headquarters
Palo Alto, USA

Modal key facts

Vendor
Modal Labs
Pricing
Usage-based — Free
Free tier
Yes
Platforms
Web, Api
Best for
Developers, Ml Teams
Editor rating
4.7 / 5
Founded
2021
Headquarters
New York, NY, USA

Frequently asked questions

Is Harbor better than Modal?

Neither is universally better — Modal 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 Harbor or Modal cheaper?

Harbor is the more affordable of the two to get started, at free. Harbor starts at free; Modal starts at free.

Can Harbor replace Modal?

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