Your expertise,
perfectly matched.
Answer a few questions, take a short match check, and GQing pairs you with AI training work that actually fits — no scrolling through tasks you're wrong for. Earn $40–$150/hr doing it.
98%
fit for
Programming
$75–$150/hr
Also matched to you
Matches move fast — most experts hear back within a day.
Match quality
28,000+
Active experts
$11M+
Paid out
30+
Categories
5
Countries
Four steps to your first match
Every applicant runs the same four-step match process, typically inside 24 hours.
Create your profile
Create your account with email or Google. Add your profile, country, LinkedIn, and choose your expert categories.
Pass the match check
Take a short assessment in your chosen categories. Demonstrate your expertise and unlock the next step.
Verify identity
Complete identity verification (KYC). Once approved, you get full access to the dashboard and paid tasks.
Start getting matched
Complete annotation tasks at $40–$150/hr and withdraw your earnings directly to your crypto wallet.
Three ways to get matched
Every task you're matched to falls into one of three types. Your verified categories decide which ones you see.
Rate & rank AI answers
Why
Comparing model responses teaches the AI which answers are actually correct, helpful, and safe.
How
Read a prompt and two or more model answers, then rank them and explain what makes the best one better.
Rank these responses
- Is the answer factually correct?
- Does it fully address the question?
- Is the reasoning sound, not just the result?
- Would an expert in the field approve it?
Built to match, not waste time
Every part of the match is calibrated around one idea: your expertise is precise, and the pay should be too.
Priced for precision
Up to $150/hr. Matched tasks in STEM, coding, and specialized domains are priced like the skilled work they are.
Work matched to your schedule
No shifts, no minimums, no manager. The queue matches tasks to when you're actually available.
Fast matching, clear status
Profile, match check, verify — most experts are matched to paid work inside 24 hours.
Instant, on-chain payouts
Withdraw straight to your own wallet on Ethereum, Polygon, and more. Your balance is always visible.
Matched to work that matters
Every matched task is a training signal — proofs, code reviews, clinical judgment — that shapes model reasoning.
A precisely vetted network
Every expert clears a match check and identity verification. You join 28,000+ verified specialists.
Matches open right now
A live snapshot of tasks currently being matched to experts.
Pick your matched domain
Match rate scales with difficulty — routine tasks at the low end, frontier reasoning at the top. Most experts get matched to 1–2 domains and stay.
View all domains$60–$120/hr
Math
$75–$150/hr
Programming
$75–$150/hr
Medical
$75–$150/hr
Law
$75–$150/hr
Finance
$60–$120/hr
Physics
Found your match? The match check takes ~30 minutes — every application is reviewed by hand.
Start matchingIf you're an expert, there's a match for you
GQing matches genuine expertise to the tasks that fit it. You bring the depth; we bring the precision matching, the rates, and the flexibility.
- Based in the US, UK, CA, AU, or NZ
- A bachelor's, master's, PhD, or strong practical experience
- The ability to pass a match check in your field
Grad students & researchers
Get matched with tasks that fit your coursework and research depth, between classes and projects.
Domain professionals
Doctors, lawyers, and finance experts get matched to high-value tasks that use real-world judgment.
Engineers & data scientists
Get matched to code review, reasoning evaluation, and bug-catching work at rates above most freelance gigs.
Subject-matter experts
Any field with real depth — from linguistics to chemistry — gets matched to demand for it.
Matched experts earn up to $150/hr
Top-matched experts clear thousands monthly. Precision matching means your STEM, coding, or specialized depth is priced accordingly.
I've been earning consistently for 6 months. The flexibility to work on my schedule while contributing to AI is incredible.
Sarah K.
Math & Physics Annotator
$12,400
As a software engineer, the coding annotation tasks perfectly match my skills. The pay is better than most freelance gigs.
James R.
Coding & CS Annotator
$18,200
The qualification process was straightforward. Within a week I was reviewing medical data annotations at top rates.
Dr. Amira L.
Biology & Medicine Annotator
$9,800
Available balance
$3,420.00
Get paid the moment a match is approved
No invoicing, no waiting on clients. Your balance updates the moment a match is approved.
01Earn per matched task
Every matched task adds to your balance at up to $150/hr, priced by category and complexity.
02Track your balance live
Your dashboard shows exactly what you've earned and what's available to withdraw, in real time.
03Withdraw in crypto
Cash out to your wallet on Ethereum, USDC, or USDT once you're above the minimum — on your schedule.
Frequently asked questions
We currently accept applicants based in the United States, United Kingdom, Canada, Australia, and New Zealand. You must pass a match-check assessment in at least one category and complete identity verification.
Hourly rates range from $40 to $150 depending on the matched category and complexity. Top performers in specialized fields like medicine and coding earn at the higher end.
After signing up, you choose your expertise categories and take a short match-check assessment. If you pass, you move on to identity verification and then start getting matched to paid work.
We support crypto withdrawals. Once your balance is available, withdraw to your preferred wallet address on supported networks including Ethereum, Bitcoin, and USDT.
Most applicants complete profile, match check, and verification within 24 hours. Some are matched to their first task in under an hour.
Tasks span Math, Coding, Biology, Finance, Law, Medicine, and more. Matching is based on your verified categories and qualification score.