Ethos and Terac both pay professionals for AI evaluation work and for research interviews, and both screen with a short AI interview. Terac says it has 160K+ registered experts, its homepage roles list $24 to $40 an hour worked, and it pays once a project is completed. Ethos matches you inbound from a voice interview, with listings we track at a $35 to $225 range and an $80 median, and confirms payment terms per project. Terac suits people who want short, scoped studies. Ethos suits senior professionals in a specific field.
Quick verdict
Ethos pays more on live listings: Ethos $80/hr median (middle half $70 to $100, 260 distinct listed rates across 260 open listings) vs Terac $70/hr median (middle half $40 to $90, 18 distinct listed rates across 28 open listings). Updated October 4, 2026. How we count.
Typical Pay (Median)
Ethos
$80/hr listed median · 14% higher
Faster Onboarding
Similar
Ethos: Fast (AI voice interview, then inbound matching) Terac: Fast (short AI interview)
Global Access
Limited to Specific Regions
Ethos: Global (some specialist roles require US/UK licensing) Terac: Set per study
Trustpilot Score
Terac
Ethos: 4/5 Terac: 4.4/5
The Case for Ethos
Ethos builds your profile from one AI voice interview, then matches you inbound across AI training, advisory calls, market research and fractional roles. Listings we track pay $35 to $225 an hour with an $80 median. Each project confirms its rate and payment terms in writing before you start, invoices are due within three days of a project closing, and Ethos can ask for a third-party identity check before paying you.
The Case for Terac
Terac pays verified professionals for two kinds of work: market research interviews and surveys, and reviewing AI outputs in their field for AI labs. It screens with a short conversational AI interview and usually wants undergraduate-level expertise or professional experience. Its homepage roles list $24 to $40 an hour worked, open listings vary widely by field, and payment terms are set before a project starts and paid on completion.
| Metric | Ethos | Terac |
|---|---|---|
| Typical Pay (Median) | –
Generalist median: $0/hr
Specialist median: $80/hr
| $30/hr
Generalist median: $30/hr
Specialist median: $90/hr
|
| Payment Schedule | Set per project (weekly, monthly or at completion), after you invoice | Per project, on completion |
| Geo Accessibility | Global (some specialist roles require US/UK licensing) | Set per study |
| Onboarding Speed | Fast (AI voice interview, then inbound matching) | Fast (short AI interview) |
| Top User Complaint | "Some reviewers describe the mandatory AI voice interview as pushy" | "Entry-level tasks pay very little ($2-$5/hr)" |
| Trustpilot Rating | 4/5 | 4.4/5 |
Ethos
Ethos is a London expert network that onboards you with an AI voice interview instead of a form, then routes inbound matches across AI training work, paid expert calls, market research and fractional or full-time roles. Listings we track pay $35 to $225 an hour with an $80 median, mostly in business and professional-services fields. Each project confirms its rate and payment terms in writing before you start, and you invoice when it closes.
- ✓ Listings we track pay $35 to $225 an hour, median $80
- ✓ One voice interview builds your profile, then matches come to you
- ✓ Rate and payment terms confirmed in writing before each project
💬 User Feedback
"Do not go ahead with the AI interviews for this company. They are unethically training there AI model with everything you say in your interview... I applied recently & have heard nothing back since. A similar pattern for a lot of others. They are also now leaving fake positive reviews to mask this. Be warned."
– Declan • May 16
"There are no jobs. There is a reason they are so pushy asking you to do their AI interview-- they are harvesting your expertise. They are using long AI interviews to train their AI models for free using experts who think they are interviewing for paid work. Several of my friends and colleagues who are also experts in the field did the interviews and none of us got any paid work. I did a search and many are mentioning the same fraudulent scam on Reddit"
– Del Blanc • May 26
Current Openings
3 latest listings from Ethos
Pitch Deck Specialist Expert
Enterprise Account Executive (B2B) Expert
People Ops / Recruiting Generalist Expert
Terac
Terac pays verified professionals, such as software engineers, clinicians, lawyers, accountants and consultants, for two kinds of work: paid market research interviews and surveys, and reviewing AI outputs in their field for AI labs. It screens with a short AI interview, its homepage roles list $24 to $40 an hour worked, and specialist studies list higher. Payment terms are set before a project starts and paid on completion.
- ✓ Homepage roles list $24-$40 per hour worked
- ✓ Two work streams: AI evaluation and paid research interviews/surveys
- ✓ Short conversational AI interview, no prior AI experience required
Current Openings
3 latest listings from terac
Software Engineers: Paid Code Review for AI Agent Evaluation
Photography Evaluators: Paid Task on Image Quality and Brand Guidelines
LATAM Software Engineers: Coding Tasks for AI Evaluation
Ethos vs Terac: common questions
- Which pays more, Ethos or Terac?
- Ethos pays more on live listings: Ethos $80/hr median (middle half $70 to $100, 260 distinct listed rates across 260 open listings) vs Terac $70/hr median (middle half $40 to $90, 18 distinct listed rates across 28 open listings). Updated October 4, 2026.
- Which is easier to start, Ethos or Terac?
- Onboarding time is similar. Ethos: Fast (AI voice interview, then inbound matching). Terac: Fast (short AI interview). Ethos has no interview-rate data yet; Terac has no interview-rate data yet.
- Can I work on both Ethos and Terac?
- Yes. Both are independent-contractor platforms with separate accounts and separate payouts (Ethos: Set per project (weekly, monthly or at completion), after you invoice; Terac: Per project, on completion). Exclusivity, where it exists, is set per project in the agreement you sign, so check each project's terms before overlapping hours.
Both platforms are legitimate and widely used. The best choice depends on your background, goals, and location.