Defined.ai vs Protege

Two marketplaces for AI training data, compared for the people who sell through them and the teams that buy.

Updated
In short
  • Defined.ai sells ready-made text, speech, image and video datasets and invites organizations to sell through it.
  • Protege focuses on real-world data, especially de-identified health records and imaging, and pays holders a revenue share each time data is used.
  • Neither publishes its seller revenue share.

At a glance

Defined.aiProtege
Data typesText, speech, audio, image, videoDe-identified clinical records, medical imaging, video, audio and more
Seller modelData Partner program; terms not publishedRevenue share each time data is used
Help for sellersNot described publiclyValuation, privacy and IP compliance, making data AI-ready
Certifications statedISO 27001, ISO 27701, ISO 42001Not stated in the source
Prices reported$1 to $2 per image; $2 to $4 per short video; $100 to $300 per hour of film; $0.001 per wordNot published
FundingNot covered here$25 million Series A (2025); $30 million from a16z (2026)

Sources: Defined.ai, Reuters via The Star, SiliconANGLE.

For data holders

Health data holders will find Protege's focus and compliance support closer to their needs. Holders of general media or speech data may suit Defined.ai's catalog. With both, ask for the revenue share in writing, whether the platform keeps a copy, and whether listing is exclusive.

Where a broker differs

A marketplace usually lists data for many buyers. A broker negotiates one license at a time, which suits private archives that should not be listed and deals that need exclusivity. See broker vs marketplace.

Profiles: Defined.ai, Protege.

Questions

Which pays data sellers more?

Neither publishes its seller terms. Ask each for the revenue share, payment timing and how usage is reported.

Sources

  1. Defined.ai: AI data marketplace explainer
  2. Reuters via The Star: Inside Big Tech's underground race to buy AI training data (April 2024)
  3. SiliconANGLE: Protege raises $30M to grow its governed marketplace for AI training data (January 2026)

Tell us what you need

Book a free 30-minute consultation. Tell us what data you want to buy or license, and we'll tell you honestly whether we can help and what it involves.

  • We reply to every enquiry within two working days.
  • No upfront fees for sellers
  • We never hold your raw data