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Batch jobs cut from 12 hours to 2 hours

18M requests and 63B tokens routed through AI Gateway in 10 days

Expert access provisioned in seconds via Vercel Passport

Over 2,000 projects created by hundreds of internal builders

Mercor connects hundreds of thousands of domain experts with frontier AI labs, helping those labs generate the human data they need to train and evaluate leading models. It also runs large batches of automated grading jobs to evaluate models for labs and enterprises.

Demand arrives in bursts that can push model traffic to peak capacity for days, even as individual evaluation or labeling jobs carry 24-hour deadlines.…