Updated daily
Pick Your Platform.
Every major AI training platform ranked by what actually matters — pay reliability, work volume, and your odds of getting ghosted.
From the community
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At a Glance Facts About Each Platform
Click a card for detailed information on that platform, including tips on how to get through the application process.
Some of the links on this page are referral links. If you sign up through one, I may receive a small commission at no extra cost to you. I only link to platforms I've personally reviewed — referral status has no effect on ratings or rankings.
Mercor
DataAnnotation
Stellar AI
Handshake AI
Alignerr
Babel Audio
Outlier
Telus AI
RWS (TrainAI)
OneForma
Mindrift
Appen
Innodata
Uber AI Solutions
Dig Deeper
The 2026 Platform Tier List
Detailed pay data, stability ratings, and the honest truth about every major platform this year.
Read article →GuideThe Empty Queue Explained
What an empty queue actually means, which platforms do it most, and what to do when it happens to you.
Read article →AnalysisThe AI Gig Economy Trap
Why the platforms that look best in your first week can become the biggest risk over time.
Read article →Platform conditions change fast.
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