Scale AI vs Labelbox Prism: how their terms compare
By Gareth HoyleLast updated How we research
In short
Scale AI suits companies with 40 or more employees that want records de-identified before extraction, and Labelbox Prism suits companies open to an exclusive license paid as an upfront fee plus revenue share. Labelbox Prism makes licenses exclusive by default and pays an upfront fee plus revenue share. Scale AI does not publish exclusivity or payment timing.
Key takeaways
- Scale AI and Labelbox Prism are both training-data companies.
- Published payout at Scale AI: $10,000 to more than $1 million per partnership (illustrative, scaling with cadence).
- Published payout at Labelbox Prism: From around $50,000 (smaller targeted datasets) to more than $1 million (large enterprise partnerships).
- Scale AI publishes 3 of the 6 terms compared here, and Labelbox Prism publishes 4.
- Facts were checked on each company's own pages in November 2026.
How do Scale AI and Labelbox Prism compare?
The table sets each company's published terms side by side, copied from our profiles. "Not published" means the company's own pages do not say.
| Term | Scale AI | Labelbox Prism |
|---|---|---|
| Type | Training-data company | Training-data company |
| What it buys | Structured, de-identified records from operational systems, never the raw systems themselves | Work documents (coding sessions, research traces, financial modeling) and operational data from systems such as Salesforce, Jira and SAP |
| Published payout | $10,000 to more than $1 million per partnership (illustrative, scaling with cadence) | From around $50,000 (smaller targeted datasets) to more than $1 million (large enterprise partnerships) |
| Size requirement | 40 or more employees preferred, assessed case by case | Not published. Prefers high-volume B2C companies for support logs |
| Exclusivity | Not published | Exclusive by default, tailored to scope, sensitivity and strategic value |
| Fee to seller | Not published | Not published. Scoping is free and non-binding |
| Payment timing | Not published. Scale says partnerships are designed for recurring revenue | Upfront fee at signing plus revenue share. Prism says first call to first wire takes under 21 days |
| Facts checked | November 2026 | November 2026 |
Published payouts are ceilings or estimates, not quotes.
Who are Scale AI and Labelbox Prism?
Training-data company
Scale AI
Scale AI runs a data partnership program that pays companies for structured, de-identified records from their operational systems. Its page gives an illustrative value of $10,000 to more than $1 million per partnership, names 40 or more employees as its preferred starting point and says Scale anonymizes data inside the company's own environment before anything is extracted.
Training-data company
Labelbox Prism
Prism, operated by Labelbox, acquires operational data and work documents from companies and contributors to supply frontier AI developers. Its page publishes deals from around $50,000 for smaller targeted datasets to more than $1 million for large enterprise partnerships, pays an upfront licensing fee at signing plus a revenue share on downstream use, and makes licenses exclusive by default.
Which fits you, Scale AI or Labelbox Prism?
The right fit between Scale AI and Labelbox Prism depends on your records and the terms you need. We do not rank either company, and each point below comes from its published facts.
Scale AI may suit you if
- you have 40 or more employees, the starting point Scale AI prefers, or want to be assessed case by case
- you want to provide structured, de-identified records rather than access to raw systems
- you want recurring revenue, which Scale AI says its partnerships are designed for
Labelbox Prism may suit you if
- you hold work documents such as coding sessions, research traces or financial models, or data in Salesforce, Jira or SAP
- you are open to an exclusive license, which is Prism's default
- you want an upfront fee at signing plus a revenue share, with first call to first wire in under 21 days by Prism's account
Terms to ask about
Scale AI does not publish its exclusivity terms, fee to seller or payment timing. Labelbox Prism does not publish its size requirement or fee to seller. Ask each company for these terms in writing before you share a sample.
Comparing offers?
Published payouts are ceilings, not quotes. We can put your records in front of several vetted buyers and compare offers on the same terms. Get a free valuation.
Frequently asked questions
What do Scale AI and Labelbox Prism pay for data?
What size of company do Scale AI and Labelbox Prism look for?
Do Scale AI and Labelbox Prism charge sellers a fee or require exclusivity?
When do Scale AI and Labelbox Prism pay sellers?
Related comparisons
Sources
- Data partnership, Scale AI, accessed November 2026
- Prism, Labelbox, accessed November 2026