Data Licensing Alliance vs OriginTrail Data Marketplace
Data Licensing Alliance
dladata.comOriginTrail Data Marketplace
origintrail.ioSide by side
| Figure | Data Licensing Alliance | OriginTrail Data Marketplace |
|---|---|---|
| Price from | — | — |
| Free plan | — | — |
| Free trial | — | — |
| Open source | — | — |
| Web | Yes | — |
| Windows | — | Yes |
| macOS | — | Yes |
| Linux | — | Yes |
| API | Yes | Yes |
| Self-hosted | — | Yes |
| Plans published | 2 | 0 |
| Spec score · Data Marketplace Software | 8.3 (#3) | 7.4 (#15) |
| Intended users | The marketplace serves data buyers and owners, including researchers and organizations using data for AI/ML research and development. | The maker presents the DKG for AI-agent builders, researchers, teams, and organizations needing shared, reusable, verifiable knowledge. |
| Purpose | DLA operates a marketplace for licensing scientific, technical and medical content for machine learning and artificial intelligence use. | OriginTrail describes its Decentralized Knowledge Graph (DKG) as an open, peer-to-peer network that gives AI agents persistent structured memory with built-in trust. |
| Support | The site invites users to contact the company at [email protected]. | OriginTrail directs community support to Discord and provides separate general, partnership, and public-relations contact links. |
Plans
Data Licensing Alliance
- Seller marketplace listing$100, paid once
- Buyer data licensePriced on request
In their own words
Data Licensing Alliance
Data Licensing Alliance is a marketplace for licensing STEM datasets for artificial intelligence and machine-learning work. Buyers search available data, while prediction technology suggests additional or alternative datasets. A buyer can license an entire dataset or a subset such as figures, paragraphs, or images, then set intended use, users, and duration in a clickwrap license. Data owners set prices, rights, permissions, and contractual limits. Delivery may use an API key, FTP transfer, or another owner-selected method. The marketplace offers machine-readable formats and standards; DLA’s consulting service lists JSON, FHIR, FSIR, and JATS conversions. Owners receive reporting on licensees, searches, views, licenses, and transactions. DLA states that owners retain raw-data ownership while buyers own derivative datasets or knowledge graphs. Sellers pay $100, capped at $1,000, plus transaction fees.
OriginTrail Data Marketplace
OriginTrail Data Marketplace has no write-up on Specifiction yet; its figures are above.