# Scale AI vs Labelbox Prism: how their terms compare

URL: https://sellmydatatoai.net/compare/scale-ai-vs-labelbox-prism
Updated: 2026-11-08

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?

"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 |

## Who are Scale AI and Labelbox Prism?

### 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.

Profile: https://sellmydatatoai.net/data-buyers/scale-ai

### 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.

Profile: https://sellmydatatoai.net/data-buyers/labelbox-prism

## Which fits you, Scale AI or Labelbox Prism?

The right fit depends on your records and the terms you need. We do not rank either company.

### 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.

## Frequently asked questions

### What do Scale AI and Labelbox Prism pay for data?

Scale AI and Labelbox Prism publish different payout information. Scale AI: $10,000 to more than $1 million per partnership (illustrative, scaling with cadence). Labelbox Prism: From around $50,000 (smaller targeted datasets) to more than $1 million (large enterprise partnerships). Published figures are ceilings or estimates, not offers, so ask each company for a written figure based on your own records.

### What size of company do Scale AI and Labelbox Prism look for?

Scale AI and Labelbox Prism set out their size requirements differently. Scale AI: 40 or more employees preferred, assessed case by case. Labelbox Prism: Not published. Prefers high-volume B2C companies for support logs. Confirm fit with each company before you prepare a sample.

### Do Scale AI and Labelbox Prism charge sellers a fee or require exclusivity?

Scale AI and Labelbox Prism publish these terms as follows. Scale AI fee to seller: Not published. Scale AI exclusivity: Not published. Labelbox Prism fee to seller: Not published. Scoping is free and non-binding. Labelbox Prism exclusivity: Exclusive by default, tailored to scope, sensitivity and strategic value. Ask for both terms in writing before you sign.

### When do Scale AI and Labelbox Prism pay sellers?

Scale AI and Labelbox Prism publish different payment timing. Scale AI: Not published. Scale says partnerships are designed for recurring revenue. Labelbox Prism: Upfront fee at signing plus revenue share. Prism says first call to first wire takes under 21 days. Write the payment date into the license, with a clear trigger such as signing, delivery or acceptance of the data.

## Sources

- [Data partnership](https://scale.com/data-partnership), Scale AI, accessed November 2026
- [Prism](https://prism.labelbox.com/), Labelbox, accessed November 2026

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