Alternatives
Mercor alternatives in 2026
Mercor built a fast-growing expert marketplace for coding, law and medicine. Buyers look for an alternative when they need EU residency, a different quality-control model, or a second source after the March 2026 security incident.
Mercor's model is an expert marketplace that recruits specialists quickly. The main reasons to shortlist an alternative are data residency (Mercor offers only partial EU residency), a wish for a second expert source, or a preference for seeing each expert's qualification evidence per item.
The table keeps Mercor as the reference row and lists the vendors buyers compare it against. Facts are from public sources; expert hourly rates vary widely and enterprise pricing is per quote.
alternatives on the shortlist
with an EU entity
with recorded, integrity-checked interviews
items in a free Pathwize pilot
Vendor facts come from the vendors' own material and widely cited public sources as of October 2026; pricing is per quote unless the vendor publishes it. Pathwize is EU-native: all data stays within the EU.
How we compared
01
Workforce model
Open crowd, vetted crowd, curated expert network, or software only. This decides the quality ceiling and the price floor.
02
Pricing model
Per task, per hour, platform fee plus reward, or SaaS. Hourly with time tracking makes cost per item visible; per task hides it.
03
EU data residency
Whether the vendor can keep storage, processing and worker access inside the EU. An EU parent alone is not residency.
04
Verification
How the vendor proves qualified humans did the work: tests on your data, recorded interviews, time per item, an audit trail.
The shortlist
| Vendor | Model | Best for | Pricing | EU residency |
|---|---|---|---|---|
Mercor San Francisco, US | Expert marketplace recruiting specialists in coding, law, medicine and more Reported revenue run rate above $1B in early 2026; a security incident was reported in March 2026. | Expert demonstrations and evaluations at scale | Per quote | Partial |
Surge AI San Francisco, US | Curated, vetted contractor workforce with careful task design Selective about clients; positioned at the top of the quality and price range. | Premium RLHF and expert feedback for frontier labs | Per quote; expert work reported at $85 to $200+ per hour | Partial |
Scale AI San Francisco, US | Managed workforce plus expert programs, full-stack lab engagements Meta took a minority stake in 2025; several labs diversified away as a result, according to public reporting. | Large lab programs, government, physical AI | Per quote | Partial |
Toloka Amsterdam, NL | Crowd platform with separate expert tracks Dutch entity (Toloka AI BV), part of Nebius Group; Yandex origin is a perception question for some buyers. | High-volume preference data, pay-as-you-go | Pay-as-you-go, from cents per microtask to about $90 per hour on expert tracks | Yes |
Labelbox / Alignerr San Francisco, US | Software platform with an attached expert crowd (Alignerr) Strong tooling; you decide how much of the workforce to bring yourself. | Teams that want tooling plus a workforce on demand | SaaS subscription; Alignerr advertises $20 to $120 per hour to experts | Partial |
Pathwize Cologne, Germany | Credentialed experts and students from a 200k+ network, qualification test on your own data, paid per hour The EU alternative; every expert passes a qualification test on your data and each label carries who did it and how long it took. | Credentialed expert data in medicine, law, engineering and the sciences, with EU residency | Per hour, quoted per task; free pilot on 50 items | Yes |
Mercor
San Francisco, US
Expert marketplace recruiting specialists in coding, law, medicine and more
Best for: Expert demonstrations and evaluations at scale
Pricing: Per quote
Reported revenue run rate above $1B in early 2026; a security incident was reported in March 2026.
Surge AI
San Francisco, US
Curated, vetted contractor workforce with careful task design
Best for: Premium RLHF and expert feedback for frontier labs
Pricing: Per quote; expert work reported at $85 to $200+ per hour
Selective about clients; positioned at the top of the quality and price range.
Scale AI
San Francisco, US
Managed workforce plus expert programs, full-stack lab engagements
Best for: Large lab programs, government, physical AI
Pricing: Per quote
Meta took a minority stake in 2025; several labs diversified away as a result, according to public reporting.
Toloka
Amsterdam, NL
Crowd platform with separate expert tracks
Best for: High-volume preference data, pay-as-you-go
Pricing: Pay-as-you-go, from cents per microtask to about $90 per hour on expert tracks
Dutch entity (Toloka AI BV), part of Nebius Group; Yandex origin is a perception question for some buyers.
Labelbox / Alignerr
San Francisco, US
Software platform with an attached expert crowd (Alignerr)
Best for: Teams that want tooling plus a workforce on demand
Pricing: SaaS subscription; Alignerr advertises $20 to $120 per hour to experts
Strong tooling; you decide how much of the workforce to bring yourself.
Pathwize
Cologne, Germany
Credentialed experts and students from a 200k+ network, qualification test on your own data, paid per hour
Best for: Credentialed expert data in medicine, law, engineering and the sciences, with EU residency
Pricing: Per hour, quoted per task; free pilot on 50 items
The EU alternative; every expert passes a qualification test on your data and each label carries who did it and how long it took.
Where Pathwize fits as a Mercor alternative
Pathwize is the EU option on this list. The company is based in Cologne, data stays in the EU, and experts work from Europe under clean contractor classification.
Every task starts with a qualification test on your own data, not on a generic sample. You see each candidate's answers, notes and time per item, and you approve who joins. Items can get a second rater on a sample, disagreements go to a reviewer.
Provenance is built in: each label carries who did it, when, and how long it took; AI interviews are recorded and checked for undisclosed AI use; exports come as CSV, JSON or COCO, with an API and webhooks for pipelines.
It is not a fit for everything. If you need a million crowd labels by Friday, a crowd platform is cheaper. Pathwize is for work where the answer depends on domain knowledge: medicine, engineering, law, finance, the sciences.
FAQs
Surge and Scale for large managed expert programs, Toloka for high-volume plus expert tracks, Labelbox for tooling with a workforce, and Pathwize for EU-based credentialed experts tested on your own data.
Pathwize is based in Cologne, Germany with EU data residency and experts working from Europe. Toloka has an EU (Dutch) entity. Mercor offers only partial EU residency.
Ask for the evidence per item. Pathwize records a qualification test on your data, time per item and recorded AI interviews with an integrity check, and each label carries who produced it and when.
Usually within a few days. You send the task, the classes or rubric and a few examples; qualified experts take the test on your data; you approve who continues. A 50-item pilot is free.
Per hour of expert work, quoted per task depending on the domain and the complexity. Time is tracked automatically per item, so you see cost per item and per class in the dashboard and in the export.
In the EU. Pathwize is based in Cologne, Germany; storage and processing run on EU infrastructure, and experts work from Europe. Sensitive data can be worked in a no-download environment.
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