The Best Data Marketplace Software in 2026
We researched data marketplace software through official websites, including pricing pages, plan tables, and product documentation. Products are ranked on their core job, value for money, and verified features for discovering, licensing, exchanging, and distributing datasets.
Our top picks
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Top ranked
Data Marketplace#1 of 269.4/10A broad data marketplace with discovery, licensing, delivery, and query access.
Free plan
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Runner-up
Advaneo DataMarketplace#2 of 269.2/10A broad data marketplace for organizations managing both open and commercial exchanges.
Free plan
-
Top-ranked free plan
Datarade Marketplace#15 of 267.7/10A data marketplace with provider storefronts, buyer requests, analytics, and AI search.
Free plan
Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.
The full ranking 26 tools, best first
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Best forAffordable general-purpose data marketplaces
A broad data marketplace with discovery, licensing, delivery, and query access.
- Seller publishing
- Access controls
- Data transactions
9.4/10★★★★★Try Data Marketplace -
Best forMature marketplaces with broad exchange workflows
A broad data marketplace for organizations managing both open and commercial exchanges.
- Private marketplace
- Seller publishing
- Access controls
9.2/10★★★★★Visit Advaneo -
Best forAWS-centric commercial data exchanges
A full-service data exchange for organizations operating across AWS.
- Private marketplace
- Seller publishing
- Access controls
9.1/10★★★★★Visit site -
Best forData businesses needing billing and compliance
A configurable data marketplace platform for licensing, billing, access, and compliance.
- Seller publishing
- Access controls
- Data transactions
9.0/10★★★★☆Visit DataBP -
Best forOrganizations needing private marketplaces
A flexible platform for organizations building private, white-label, or cross-cloud data marketplaces.
- Private marketplace
- Seller publishing
- Access controls
8.9/10★★★★☆Visit Monda -
Best forEnterprise white-label data marketplaces
Harbr helps enterprises publish, govern, sell, and deliver data products across cloud ecosystems.
- Private marketplace
- Seller publishing
- Access controls
8.8/10★★★★☆Visit Harbr -
Best forBigQuery-native data sharing
A BigQuery-native exchange for governed data sharing, discovery, and direct querying.
- Private marketplace
- Seller publishing
- Access controls
8.6/10★★★★☆Visit Google Cloud -
Best forGoverned data commerce in buyer clouds
A governed marketplace for publishing, pricing, exchanging, and querying data.
- Private marketplace
- Seller publishing
- Access controls
8.4/10★★★★☆Visit Narrative -
Best forGoverned enterprise data provisioning
A governed enterprise marketplace for publishing, discovering and provisioning data products and AI models.
- Seller publishing
- Access controls
- Data transactions
8.3/10★★★★☆Visit Informatica -
Best forGoverned internal and external exchanges
A governed exchange platform for organizations managing data products, access, and transactions.
- Private marketplace
- Seller publishing
- Access controls
8.2/10★★★★☆Visit Dawex -
Best forTransactional buyer marketplaces
A broad data marketplace stack for transactional selling, delivery, and reseller operations.
- Private marketplace
- Seller publishing
- Access controls
8.1/10★★★★☆Visit Data Commerce -
Best forPrivacy-sensitive analytics marketplaces
A governed marketplace for sharing, analyzing, and monetizing datasets without copying them.
- Private marketplace
- Seller publishing
- Access controls
8.0/10★★★★☆Visit Intertrust -
Best forAI dataset licensing transactions
A focused marketplace for finding, licensing, and delivering AI and machine-learning datasets.
- Seller publishing
- Access controls
- Data transactions
7.9/10★★★★☆Visit site -
Best forAI and synthetic dataset buyers and sellers
A focused marketplace for discovering, licensing, buying, and delivering AI-ready datasets.
- Seller publishing
- Access controls
- Data transactions
7.8/10★★★★☆Visit Opendatabay -
Best forData providers focused on discovery and leads
A data marketplace with provider storefronts, buyer requests, analytics, and AI search.
- Seller publishing
- Data transactions
7.7/10★★★★☆Visit Datarade -
Best forOpen-source AWS data catalog teams
A self-hosted AWS data marketplace framework with strong cataloging and no transaction support.
- Private marketplace
- Seller publishing
- Access controls
7.6/10★★★★☆Visit data.all -
Best forTokenized open data marketplaces
A token-based open data marketplace with Compute-to-Data and provenance.
- Seller publishing
- Access controls
- Data transactions
7.5/10★★★★☆Visit Ocean Market -
Best forOpen-source decentralized exchanges
A self-hosted, open-source data exchange for governed publishing, matchmaking, and monetization.
- Private marketplace
- Seller publishing
- Access controls
7.4/10★★★★☆Contact Liberbyte -
Best forAPI-first structured data exchanges
An API-first exchange for buying, selling, querying, and controlling structured data.
- Private marketplace
- Seller publishing
- Access controls
7.3/10★★★★☆Visit DX Network -
Best forConnected-vehicle data marketplaces
A focused marketplace for standardized vehicle data, consent, VIN onboarding, and API delivery.
- Access controls
- Data transactions
7.2/10★★★★☆Try CARUSO Dataplace -
Best forPrivacy-safe healthcare data exchanges
A governed healthcare data exchange with privacy controls, cohort queries, and secure licensed access.
- Seller publishing
- Access controls
- Data transactions
7.1/10★★★★☆Visit site -
Best forAgricultural data-sharing networks
A focused agricultural data marketplace with consent controls and API exchange.
- Seller publishing
- Access controls
- Data transactions
7.0/10★★★★☆Visit DjustConnect -
Best forSelf-hosted blockchain data exchanges
A self-hosted marketplace for peer-to-peer dataset exchange on OriginTrail and Ethereum.
- Data transactions
6.9/10★★★☆☆Visit OriginTrail -
Best forSnowflake teams needing notebook workflows
A governed Snowflake notebook environment for collaborative data and machine-learning workflows.
6.7/10★★★☆☆Visit Snowflake -
Best forEnterprise content and records management
A broad enterprise content platform, but not a focused data marketplace solution.
6.6/10★★★☆☆Visit OpenText -
Best forRegulated complaint management teams
A specialized complaint-management system for regulated life sciences organizations.
6.5/10★★★☆☆Visit IQVIA
No tools match those filters.
Compare at a glance
Head-to-head All 28 comparisons →
- Data Marketplace vs Advaneo DataMarketplace
- Data Marketplace vs AWS Data Exchange
- Data Marketplace vs DataBP
- Data Marketplace vs Monda Data Exchange Platform
- Data Marketplace vs Harbr
- Data Marketplace vs BigQuery sharing
- Data Marketplace vs Narrative Data Marketplace
- Advaneo DataMarketplace vs AWS Data Exchange
- Advaneo DataMarketplace vs DataBP
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How we rank data marketplace software
Every tool on this page was researched by iTechGuides Editors from its official website — pricing pages, plan tables and product documentation. We rank on how well each one does this category's core job, what the free or entry plan includes, and where it falls short. Where we have enough verified facts, the score out of 10 is a rubric — job fit, value and how much we could verify — shown with its breakdown on every tool's page; a tool we have not verified enough to score yet shows its rank without a number. Scores are re-checked when a product changes its plans. Read the full editorial policy, or submit a tool we missed.
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update