free pilot · no credit card
Need humans to improve your AI?
Give us your evaluation workload. Perbug recruits, qualifies, distributes, and quality-controls the human evaluators you need — and delivers a completed, provenance-tracked dataset. You don't manage a single contractor.
Recruit + qualify
Vetted evaluators matched by Proof of Merit and domain.
Distribute + QC
Redundancy, gold checks, and consensus keep quality high.
Deliver dataset
JSONL / CSV / Parquet with every raw response and score.
Your pilot report includes
After the 100 evaluations, you get a report with the metrics that tell you whether to scale — measured on your data, not our marketing:
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inter-rater agreement
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% needing review
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completion rate
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median turnaround
Numbers are computed from your pilot — we don't publish invented results.
Built for teams like
AI startupschatbot companiesvoice-AIAI searchcoding agentsRAG buildersfine-tuning teams
Start your free pilot
Tell us what you need. We'll scope the first 100 evaluations — free.