Expert-data market run-rate (Mercor)
Gross annualised revenue run-rate of the largest expert-data vendor, Mercor, as reported in the press and by its founder; gross of the 60-70% paid out to experts.
Reason through thisThe reading
Faster than normal. Labs are buying expert time at a pace the human-data layer has never seen, and most of it flows straight through to the experts.
1 reading drawn from dealroom.mercor.gross_revenue_run_rate_usd.pt, one of 5 series listed under How it is measured; 6 observations in the evidence.
Source: Dealroom news. Dealroom.
The numbers
| as of | reading | value | record |
|---|---|---|---|
| 2026-06-30 | mercor (disputed) | $2.0B | reported |
Why it matters
The RL-environment and expert-data market is the input the fast scenario needs to keep scaling. A single vendor doubling to two billion gross in six months is that input arriving.
What cuts against it
Press-sourced run-rate (tier 5) that is gross of payouts; one vendor; lab demand for expert data can fall as fast as it rose if synthetic data or self-play substitutes.
How it is measured
- series
dealroom.mercor.gross_revenue_run_rate_usd.pt - series
techcrunch.mercor.gross_revenue_run_rate_usd.pt - series
time_magazine.handshake.gross_revenue_run_rate_usd.pt - series
yahoo_finance.surge_ai.revenue_usd.fy - series
cnbc.scale_ai.revenue_usd.fy - source CNBC · default tier 5 · CNBC; short quotation
- source Dealroom news · default tier 5 · Dealroom; short quotation
- source TechCrunch · default tier 7 · TechCrunch; short quotation
- source TIME · default tier 5 · TIME; short quotation
- source Yahoo Finance (syndicated Investing.com) · default tier 5 · Syndicated; short quotation
- proxy capital_flow, market_structure · cadence quarterly · valve return arrow
Normal = the largest vendor under one billion gross, the scale the data-labelling leaders reached over a decade; fast = two billion or more at a single vendor, doubling within a year. Between is `emerging`.
Applied to dealroom.mercor.gross_revenue_run_rate_usd.pt.
Latest readings
- 2026-06-30 mercor · $2.0B⚑disputed: An annualised month reported by the press or the company, not booked or audited revenue, and often sourced to the company itself.run-rategrossas of 2026-06-30
Why this status, and its history
Held at emerging by the band-edge rule: Mercor's $2.0B gross run-rate (Dealroom, 2026-06-30) is exactly the fast band's lower bound, so the reading sits on the line rather than past it.
- 2026-09-12faster than normal to emergingconf 70 → 70 · Claude (model)
Held at emerging by the band-edge rule: Mercor's $2.0B gross run-rate (Dealroom, 2026-06-30) is exactly the fast band's lower bound, so the reading sits on the line rather than past it.
Weighed against it: TechCrunch reports the same $2.0B nine days later, so the figure itself is corroborated; what is uncertain is the band, not the number. The figure is also gross of the 60-70% paid out to experts, so the vendor's own revenue would sit inside the normal band. A higher reading, or a band set on net revenue, would score.
source1 - 2026-09-10unmeasured to faster than normalconf — → 70 · the evaluator (automatic)
Evaluator: $2.0B (Dealroom news, 2026-06-30) is inside the faster than normal band (lo=$2.0B). Auto-reason; band rationale: Normal = the largest vendor under one billion gross, the scale the data-labelling leaders reached over a decade; fast = two billion or more at a single vendor, doubling within a year. Between is `emerging`.
source1
Why this confidence
Rests on 6 observations from CNBC, Dealroom news, TIME, TechCrunch, Yahoo Finance (syndicated Investing.com); best evidence tier 5, grade C; current.
Confidence is independent of status: 90–95 multiple strong independent sources; 70–89 good evidence, some ambiguity; 50–69 mixed or hard to operationalise; 0–49 limited or vague evidence.
Predictions that lean on this
- Happening
- Too early to tell
- Too early to tell