Ethos vs Turing
In one line each — Ethos: An expert network running AI training campaigns at $50 to $150 an hour, with no guaranteed volume. Turing: Real frontier-lab projects behind a long unpaid screening pipeline, and almost no published pay rates. Below, the two compared side by side. Every claim on this page is sourced in the full review it comes from, and each review names where its figures came from and what they leave out.
At a glance
| Dimension | Ethos | Turing |
|---|---|---|
| Published pay | $70/hr median | No rate published |
| Availability | Not published by the platform | Global |
| Where the rate comes from | Platform-published | No rate published |
| Specialties named | management consulting, finance and FP&A, medical affairs, enterprise sales, software engineering, market research, presentation design, customer service | scientific coding, STEM research, medicine and clinical, law, linguistics, finance, business analysis, software engineering, creative and illustration |
The two platforms in depth
Ethos
Ethos fits senior professionals who want to see a rate before they apply and can treat the work as occasional income rather than a paycheck. Every listing carries an hourly figure to the dollar, and the top of the board pays $150/hour for consulting and FP&A work, which is far above what conventional annotation platforms pay. The catch is written into the contract: Section 1.4 of the Expert Terms disclaims any warranty on the frequency, quantity, type, or availability of projects, so the advertised “up to $3k/week” is arithmetic on a 20-hour ceiling, not an offer. Getting in means a recorded AI voice interview and, per workers, a qualification screener with a pass mark, none of which is paid by default. If you need predictable weekly hours, this is the wrong platform.
Best for
- Senior professionals with a named-firm background who want a published rate before applying
- Consultants, FP&A leads, and domain specialists who can charge $100 to $150 an hour
- People wanting occasional supplementary income rather than steady hours
- Anyone comfortable with a recorded, AI-evaluated voice interview
Turing
Turing recruits credentialed specialists for frontier-lab data work, and it is not a task queue. Its postings are specific about what you will produce, from authoring scientific problems to evaluating model output in your own field, and specific about the standards the output gets judged against. Getting there means a form, skill assessments, an interview and identity verification, all unpaid, over a window Turing puts at “48 hours to 6 weeks”. What Turing mostly will not tell you is what any of it pays: most postings on its own board carry no rate, and the dollar figures on the role cards are referral bonuses rather than wages. It suits a specialist who can afford to spend unpaid hours on a contract that might pay well, and it does not suit anyone who needs the number first.
Best for
- PhDs and master's holders in a STEM field with strong Python
- Licensed professionals: lawyers with US bar admission, clinicians, accountants
- Specialists outside software who want frontier-lab project work
- People who can absorb unpaid screening hours without needing the money soon
Which should you pick?
Ethos is a better fit if you have engineering or domain-expert credentials and don't mind an application process before you see any tasks.
Turing is a better fit if you have engineering or domain-expert credentials and don't mind an application process before you see any tasks.