Head-to-head · Data Marketplace Software
AWS Data Exchange vs Harbr
AWS Data Exchange leads on 0 checks, Harbr on 0, and 5 are even. Who comes out ahead on the 5 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.
Our verdict
- Highest scoreAWS Data Exchange · 9.1/10
AWS Data Exchange scores higher on our rubric for data marketplace software: 9.1 against 8.8 out of 10; our editors rank them #3 and #6.
AWS Data Exchange is the better fit for AWS-centric commercial data exchanges. Harbr is the better fit for enterprise white-label data marketplaces.
- AWS Data Exchange fits best
AWS-centric commercial data exchanges
- Harbr fits best
Enterprise white-label data marketplaces
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Side by side
| Feature | AWS Data Exchange 9.1/10 Visit ↗ | Harbr 8.8/10 Visit ↗ |
|---|---|---|
| At a glance | ||
| Editor score | 9.1 | 8.8 |
| Ranking | #3 in Data Marketplace Software | #6 in Data Marketplace Software |
| Best for | AWS-centric commercial data exchanges | Enterprise white-label data marketplaces |
| Pricing model | Paid | Paid |
| Starting price | Not checked yet | Pricing on request |
| Free plan | — | Not checked yet |
| Free trial | — | — |
| Deployment | Cloud | Cloud |
| Platforms | Web | Web |
| Support | Docs | Docs |
| Integrations | 10 integrations | 11 integrations |
| Built for | Small business, Mid-market, Enterprise | Mid-market, Enterprise |
| Features AWS Data Exchange 4/4 · Harbr 4/4 | ||
| Data transactions | ✓ | ✓ |
| Seller publishing | ✓ | ✓ |
| Access controls | ✓ | ✓ |
| Private marketplace | ✓ | ✓ |
| Specs | ||
| Delivery methods | Not checked yet | Not checked yet |
| Dataset listing limit | Not checked yet | Not checked yet |
| Commercial model | Custom | Custom |
| Our review | ||
| Pros |
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| Cons |
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| Our verdict | AWS Data Exchange is a managed marketplace for discovering, publishing, subscribing to, and managing third-party data products. It serves both buyers seeking entitled access to external datasets and providers packaging commercial data for… Read the review → |
Harbr provides white-label software for organizations launching data marketplaces, exchanges, and distribution platforms. It supports data providers, platform operators, and enterprise data consumers by turning datasets, files, models, and… Read the review → |
Strengths and trade-offs
AWS Data Exchange — where it wins
- Supports files, APIs, Redshift, S3, and Lake Formation datasets
- Handles subscriptions, entitlements, billing, payments, and private offers
- Connects with AWS analytics, governance, storage, and monitoring services
Where it doesn't
- No free plan is available
- Costs can include product, data-grant, storage, transfer, and AWS service charges
- Its strongest fit is organizations already working within AWS
Harbr — where it wins
- White-label marketplaces with subscriptions and optional payments
- Row- and column-level controls plus detailed audit trails
- Delivery through APIs, queries, cloud storage, SFTP, and downloads
Where it doesn't
- Custom commercial terms require a contact-sales process
- Enterprise-grade controls may exceed the needs of smaller teams
- Its broad marketplace scope may be more than a single-purpose catalog requires
- AWS Data Exchange9.1/10 · Paid
A full-service data exchange for organizations operating across AWS.
Visit siteFull verdict → - Harbr8.8/10 · Pricing on request
Harbr helps enterprises publish, govern, sell, and deliver data products across cloud ecosystems.
Visit HarbrFull verdict →
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All data marketplace software comparisons → · Full ranking →
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update







