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post a job with one POST request — $2.50 free credits, 20% fee, pay only for 3+ star files. quickstart
Guides, comparisons, and deep dives on crowdsourced data collection, AI training data, and human-in-the-loop quality scoring.
March 31, 2026
FirstHandAPI vs Scale AI: Self-Serve Data Collection Compared
A detailed comparison of pricing, turnaround time, self-serve access, AI scoring, auto-labeling, and MCP integration between FirstHandAPI and Scale AI.
Read article →March 31, 2026
How to Collect AI Training Data via API in 5 Minutes
A step-by-step developer tutorial: install the SDK, post a job, and download quality-scored files with auto-generated annotations.
Read article →March 31, 2026
FirstHandAPI vs Amazon Mechanical Turk for Media Collection
How FirstHandAPI compares to MTurk on quality scoring, auto-labeling, API design, file delivery, and pricing transparency.
Read article →March 31, 2026
Built-in Auto-Labeling: Every File Comes Pre-Annotated
Deep dive into how every uploaded image, audio clip, and video is automatically annotated with object labels, OCR, transcripts, and more.
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