Updated 8 Nov 2026
Computer-use agent data companies in 2026, ranked by revenue.
The largest computer-use data companies by revenue on record are Scale AI ($870M, FY2024), Snorkel AI ($375M, run rate, Sep 2026), Turing ($300M, run rate, Mar 2025), AfterQuery ($100M, run rate, Apr 2026) and Toloka ($26.4M, FY2024). They record people using software and build replicas of real apps, so agents learn to click, type and finish work on a screen.
37 companies on our register say on their own pages that they work on computer use. 17 have revenue, a valuation or funding on record and are ranked below, every figure linked to the filing or article it comes from.
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The largest computer-use data companies by revenue
The 6 with the most revenue on record, each bar linked to the record it comes from.
The latest money moves
The newest rounds, valuations and revenue figures among these companies, each linked to its record.
- 28 Oct 2026Plato raised $16M
- 9 Oct 2026Eigent AI reported $12M revenue (run rate, Oct 2026)
- 1 Oct 2026Halluminate raised $30M
- 22 Sep 2026Snorkel AI raised $350M at a $3.5B valuation
- 22 Sep 2026Snorkel AI reported $375M revenue (run rate, Sep 2026)
- 1 Sep 2026AfterQuery was valued at $3.2B valuation
Best for each kind of work
For each thing they sell, the highest-ranked company on this list that names it on its own pages: the largest by the money on record, and how many here do the same work.
- Best for evaluations and benchmarksScale AI, $870M (FY2024): the largest of the 16 here that sell evaluations and benchmarks.
- Best for datasetsScale AI, $870M (FY2024): the largest of the 14 here that sell datasets.
- Best for RL environmentsScale AI, $870M (FY2024): the largest of the 13 here that sell RL environments.
- Best for expert and human dataScale AI, $870M (FY2024): the largest of the 10 here that sell expert and human data.
- Best for annotationScale AI, $870M (FY2024): the largest of the 6 here that sell annotation.
- Best for simulationScale AI, $870M (FY2024): the largest of the 3 here that sell simulation.
The ranking: 17 computer-use data companies
Each company is ranked on the first of these it has on record: its revenue over twelve months (a run rate or a year as published, or its last four quarters added up; an AI segment where the rest of its business is not AI data), then its newest valuation, then the money it disclosed raising. No company pays for a place.
| # | Company | Ranked on | Measure | Valuation | Sells | Pays companies for data |
|---|---|---|---|---|---|---|
| 1 | Scale AI | $870M | Revenue, FY2024 | $29B | Labeling software, RL environments, Datasets, Expert and human data, Evaluations and benchmarks, Annotation, Simulation | Through our introductions |
| 2 | Snorkel AI | $375M | Revenue, run rate, Sep 2026 | $3.5B | Datasets, RL environments, Expert and human data, Evaluations and benchmarks, Annotation | |
| 3 | Turing | $300M | Revenue, run rate, Mar 2025 | $2.2B | RL environments, Datasets, Expert and human data, Evaluations and benchmarks | Through our introductions |
| 4 | AfterQuery | $100M | Revenue, run rate, Apr 2026 | $3.2B | RL environments, Datasets, Expert and human data, Evaluations and benchmarks | Through our introductions |
| 5 | Toloka | $26.4M | Revenue, FY2024 | RL environments, Datasets, Expert and human data, Evaluations and benchmarks, Annotation | ||
| 6 | Eigent AI | $12M | Revenue, run rate, Oct 2026 | RL environments, Datasets, Evaluations and benchmarks | ||
| 7 | Vals AI | $400M | Valuation, 2026 | Evaluations and benchmarks, Datasets | ||
| 8 | Patronus AI | $70M | Money raised, disclosed | RL environments, Datasets, Expert and human data, Evaluations and benchmarks, Simulation | Through our introductions | |
| 9 | SuperAnnotate | $49.5M | Money raised, disclosed | Labeling software, Expert and human data, RL environments, Evaluations and benchmarks, Annotation, Datasets | Its own programme | |
| 10 | Gray Swan AI | $40M | Money raised, disclosed | Evaluations and benchmarks, Datasets | ||
| 11 | Luel | $31.2M | Money raised, disclosed | Datasets, Expert and human data, Evaluations and benchmarks, Annotation | ||
| 12 | Halluminate | $30M | Money raised, disclosed | RL environments, Evaluations and benchmarks | Its own programme | |
| 13 | Moonlake AI | $28M | Money raised, disclosed | Evaluations and benchmarks, Simulation | ||
| 14 | Deccan AI | $25M | Money raised, disclosed | RL environments, Datasets, Expert and human data, Evaluations and benchmarks, Annotation | ||
| 15 | Plato | $16M | Money raised, disclosed | RL environments | ||
| 16 | Chakra Labs | $10.1M | Money raised, disclosed | RL environments, Expert and human data, Evaluations and benchmarks, Datasets | ||
| 17 | Runloop | $7M | Money raised, disclosed | Evaluations and benchmarks, Datasets, RL environments |
Abaka AI, Andon Labs, Aviro, Collinear, Contra Labs, Cua, Datoric, Huzzle Labs, Keymakr, Markov, Olam Labs, OpenTrain AI, pre.dev, Refresh, RL Labs, Sieve, Theta, Vetto AI, Vibrant Labs, Zeton.
- Twelve months.
- A run rate or ARR is the company's own annualised figure, often its best month times twelve; a year is the year it published. Where a company reports quarters or halves, the last four quarters or two halves are added up. Gross revenue of a human data company includes what it pays its experts.
- Who is on it.
- A company is on this list when its own pages say it does this work, read word for word. It is not on it because we chose it, and none pays to be here.
- Your place, on your site.
- Every ranked company has a badge of its place, kept current with this page: the address is /badges/computer-use-data-companies/ followed by the company's id in its page's address, as in Scale AI's. Link it to this page.
- Pays companies for data.
- "Through our introductions": it takes companies' data through AIData.Broker's introductions and pays us a referral fee when one goes ahead. That never moves its place: the order is the money on record. "Its own programme": a published programme for buying data. "Says it buys data": its own words, linked.
Head to head
The comparisons people search between companies on this list, side by side on the same figures.
More answers
- Which are the largest computer-use data companies?
- By the money on record: Scale AI, $870M (FY2024); Snorkel AI, $375M (run rate, Sep 2026); Turing, $300M (run rate, Mar 2025). 6 of the 37 on the list have revenue on record; the others are ranked on their valuation or the money they raised.
- Which computer-use data companies buy data from companies?
- 10 of them take data from companies that hold it, on a published programme or in their own words: Scale AI, Turing, AfterQuery, Patronus AI, SuperAnnotate, Halluminate, Abaka AI, Collinear, pre.dev and Sieve. A company holding such data can value it free and be introduced to every one whose rules take it.
- How many computer-use data companies are there?
- 37 companies on our register say on their own pages that they work on computer use. 17 of them have revenue, a valuation or funding on record, and are ranked; the rest are listed by name.
- How is this list ranked?
- Each company is ranked on the first of these it has on record: its revenue over twelve months (a run rate or a year as published, or its last four quarters added up; an AI segment where the rest of its business is not AI data), then its newest valuation, then the money it disclosed raising. No company pays for a place.
Other rankings
The same rule, other parts of the market, and every company on one page: the market map.
- Best AI data labs and human data companiesLargest: Mercor
- RL environment companiesLargest: Mercor
- Best data labeling companiesLargest: Handshake AI
- Best data labeling platformsLargest: Scale AI
- AI evaluation companiesLargest: Mercor
- Best AI training data providersLargest: Mercor
- Coding data companies for AILargest: Mercor
- Robotics training data companiesLargest: Scale AI
- Medical AI training data companiesLargest: Mercor
- Speech and audio training data companiesLargest: Surge AI
- Video and image training data companiesLargest: Surge AI
- Finance AI training data companiesLargest: Mercor
- Legal AI training data companiesLargest: Mercor
- AI red teaming and security data companiesLargest: Proximal
- Multilingual training data providersLargest: Surge AI
- Synthetic training data companiesLargest: Mercor
- Best AI data collection companiesLargest: Innodata
Cite this
AIData.Broker, “Computer-use agent data companies in 2026, ranked by revenue”, reviewed 8 Nov 2026. https://aidata.broker/best/computer-use-data-companies
Free to reuse under CC BY 4.0 if you credit AIData.Broker and link to this page. Each row names the publication that stated it, and words quoted from a source keep that source's own terms.
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