Head-to-head
Handshake AI vs Outlier (Scale AI)
Which pays more, which is easier to start, and which fits the work you want. Compared on real pay, work model, payout, and the roles open right now.
Handshake AI
Outlier (Scale AI)Handshake AI vs Outlier (Scale AI): the short answer
On pay, Handshake AI is benchmarked at $15–$150/hr; physicians and surgeons to $300/hr and Outlier (Scale AI) at Up to $7–$50/hr; ML, EE and quant finance up to $150/hr; their boards do not state enough rates to tell which pays more, so compare against your own hours.
Both are expert networks, so the barrier to start is similar: gated by a screen for a degree, professional expertise, or a skills test.
Both hire for AI Evaluation, Coding, Math & STEM, Domain Experts, and Writing; Handshake AI also covers Agentic & RL Envs; Outlier (Scale AI) also covers Multilingual.
Bottom line: what we know does not separate these two on pay or on how many people they accept, so choose on the specific work each hires for.
| Handshake AI | Outlier (Scale AI) | |
|---|---|---|
| Typical pay | $15–$150/hr; physicians and surgeons to $300/hr | Up to $7–$50/hr; ML, EE and quant finance up to $150/hr |
| Work model | Expert network · Credentialed US talent | Expert network · Expert queue (Scale AI) |
| Kinds of work | AI Evaluation, Coding, Math & STEM, Domain Experts, Agentic & RL Envs, and Writing | AI Evaluation, Writing, Coding, Math & STEM, Domain Experts, and Multilingual |
| How you get paid | Weekly through Stripe (set up in Handshake AI): Handshake sends each Monday-to-Sunday week's pay to its pay partners by Wednesday afternoon; a W-9 or W-8BEN is required (Handshake AI support, read 2026-10-14). | Weekly (Tuesdays) via PayPal, Airtm or ACH bank transfer. |
| Where you can work | Primarily US-based with valid work authorization (F-1 students may qualify); some international SWE roles. | Remote, from the places its working guidelines list (effective 15 Jul 2026, read 8 Nov 2026): the US, the UK, India, the Philippines, Brazil and Egypt among them, but not Nigeria, Kenya, Pakistan or Ukraine. English projects dominate, with multilingual projects. |
| Open roles now | See platform | See platform |
| Worker ratings | Trustpilot 1.7/5 (32 reviews) (read November 2026) | Trustpilot 3.9/5 (5,781 reviews) (read November 2026) |
Pay shows each platform's live measured band where its feed has enough hourly-stated roles, otherwise our compiled benchmark. How we compile pay.
Best for people with a degree or professional skills who want vetted, higher-skill work.
Best for people with a degree or professional skills who want vetted, higher-skill work.
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Handshake AI vs Outlier (Scale AI): common questions
Which pays more, Handshake AI or Outlier (Scale AI)?
On pay, Handshake AI is benchmarked at $15–$150/hr; physicians and surgeons to $300/hr and Outlier (Scale AI) at Up to $7–$50/hr; ML, EE and quant finance up to $150/hr; their boards do not state enough rates to tell which pays more, so compare against your own hours.
Is Handshake AI or Outlier (Scale AI) easier to get started with?
Both are expert networks, so the barrier to start is similar: gated by a screen for a degree, professional expertise, or a skills test.
Can you work on both Handshake AI and Outlier (Scale AI)?
Yes. They are independent platforms, and many contributors join several at once to keep a steady flow of work, especially since both hire for AI Evaluation, Coding, Math & STEM, Domain Experts, and Writing. Signing up for one does not affect the other.
More comparisons
Ordered by what applying to their platforms is worth, lifted by a referral boost for a platform that pays us a referral fee; it never changes what a platform pays you.