Data as of Sep 17, 2026 · Based on 3,310,041 AI responses across 10,525 prompts · See how Parse measures this
1to1.bot provides on-demand, programmatic human video for robot learning by capturing egocentric demonstrations at scale from a global fleet to train world models, VLAs, and robotic cognition. The service supports custom on-demand collection—defining tasks, volume, resolution, and QC—and delivers labeled video directly to your R2, S3, or GCP endpoint via API or form, powered by a fleet of 6,000+ collectors. In addition, it offers an instant off-the-shelf dataset catalog with thousands of 1080p egocentric videos across categories such as Food Preparation, Laundry, Home Upkeep, and Kitchen Tasks, delivered on demand.
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