Head-to-head · Data Marketplace Software
Harbr vs BigQuery sharing
Harbr leads on 0 checks, BigQuery sharing on 0, and 4 are even. Who comes out ahead on the 4 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.
Our verdict
- Highest scoreHarbr · 8.8/10
Harbr scores higher on our rubric for data marketplace software: 8.8 against 8.6 out of 10; our editors rank them #6 and #7.
Harbr is the better fit for enterprise white-label data marketplaces. BigQuery sharing is the better fit for bigQuery-native data sharing.
- Harbr fits best
Enterprise white-label data marketplaces
- BigQuery sharing fits best
BigQuery-native data sharing
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Side by side
| Feature | Harbr 8.8/10 Visit ↗ | BigQuery sharing 8.6/10 Visit ↗ |
|---|---|---|
| At a glance | ||
| Editor score | 8.8 | 8.6 |
| Ranking | #6 in Data Marketplace Software | #7 in Data Marketplace Software |
| Best for | Enterprise white-label data marketplaces | BigQuery-native data sharing |
| Pricing model | Paid | Paid |
| Starting price | Pricing on request | Pricing on request |
| Free plan | Not checked yet | Not checked yet |
| Free trial | — | — |
| Deployment | Cloud | Cloud |
| Platforms | Web | Web |
| Support | Docs | Live chat, Phone, Tickets, Community, Docs |
| Integrations | 11 integrations | 3 integrations |
| Built for | Mid-market, Enterprise | Small business, Mid-market, Enterprise |
| Features Harbr 4/4 · BigQuery sharing 4/4 | ||
| Data transactions | ✓ | ✓ |
| Seller publishing | ✓ | ✓ |
| Access controls | ✓ | ✓ |
| Private marketplace | ✓ | ✓ |
| Specs | ||
| Delivery methods | Not checked yet | Query |
| Dataset listing limit | Not checked yet | Not checked yet |
| Commercial model | Custom | Custom |
| Our review | ||
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| Cons |
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| Our verdict | 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 → |
BigQuery sharing, formerly Analytics Hub, is a Google Cloud data exchange platform for publishing, discovering, subscribing to, and querying shared datasets and Pub/Sub topics. Providers can organize resources into public or private… Read the review → |
Strengths and trade-offs
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
BigQuery sharing — where it wins
- Shares datasets and Pub/Sub topics through public or private exchanges
- Enables read-only linked datasets without replicating underlying data
- Combines IAM controls, subscriptions, usage tracking, and Marketplace sales
Where it doesn't
- Pricing follows a contact-sales model rather than a published fixed plan
- Subscribers and publishers may incur underlying service-related charges
- Best suited to organizations already operating in the Google Cloud ecosystem
- Harbr8.8/10 · Pricing on request
Harbr helps enterprises publish, govern, sell, and deliver data products across cloud ecosystems.
Visit HarbrFull verdict → - BigQuery sharing8.6/10 · Pricing on request
A BigQuery-native exchange for governed data sharing, discovery, and direct querying.
Visit Google CloudFull 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





