Skip to content
aitrainer.work - AI Training Jobs Platform

Best alternatives to Sovrano AI

Tired of Sovrano AI? Explore 20 vetted alternatives. Better pay, stability, or global access. Find your next platform.

Read the full Sovrano AI review →

Sovrano does not allow AI tools while you work on tasks, and it checks. If you want a second source of work alongside it, the platforms below hire the same people.

Mercor has the most open roles we track, and Alpheva the highest typical pay

Sovrano AI ranks 19th of 19 on open roles we track among these platforms.

Platform Open roles we track Typical hourly pay Pays
Sovrano AI 1 Too few hourly listings Monthly
micro1 424 $65 Twice a month
Terac 43 $90 Per project, on completion
Alignerr 346 $60 Weekly
AnyoneAI 202 $55 Not published
DataAnnotation Tech Not tracked Not tracked On request
Mercor 1,533 $77.50 Weekly
Ethos 539 $80 Varies by project
SME Careers 265 Too few hourly listings Weekly
Outlier AI 13 $19.50 Weekly
Remo Experts 32 $57.50 Monthly
Babel Audio 47 Too few hourly listings Weekly
Mindrift 959 $80 Twice a month
AfterQuery 256 $88 Weekly
Handshake 246 $80 Weekly
Turing 379 Too few hourly listings Every two weeks
Alpheva 130 $182 Not published
Claru 60 $12.50 Not published
Hashlist 9 Too few hourly listings Not published
Perle 52 $15 Not published
Respondent Not tracked Not tracked Not published

Roles and rates as each platform lists them, checked November 9, 2026. Some platforms post only part of their work as public listings, so a low count can undercount the work available. Typical pay counts hourly listings only and needs at least 10 of them. "Not tracked" means we don't collect that platform's listings.

micro1
Read micro1 review →

4.7/5 Trustpilot • $6–270/hr

Micro1 vets professionals once with its AI interviewer, Zara, then matches them to projects that train and evaluate AI models. Engineering is one track among many: legal, healthcare, STEM, business and language roles make up most of the board. Legal and healthcare roles post the highest listed rates, and pay runs through Deel in USD twice a month.

We track 424 open micro1 roles, against 1 on Sovrano AI. It pays twice a month, where Sovrano AI pays monthly.

💬 What reviewers say

⭐⭐⭐⭐⭐Trustpilot
✅ Positive

"Everything was good. Only after the interview it asked me to upload my CV but suddenly the screen changed before I could upload it. Minor hiccup aside, the AI interview process was smooth and professional."

✓Smooth AI interview process
→Minor technical glitch with CV upload

– Hassan • Jan 22

⭐⭐⭐⭐⭐Trustpilot
✅ Positive

"The entire interview setup was incredibly exemplary. I barely found any hitch or difficulties while answering the questions. The AI interviewer was responsive and the process felt natural."

✓Exemplary interview setup

– Arham • Jan 22

⭐⭐⭐Trustpilot
💭 Mixed

"Zara often interrupted my answers to give her own responses. She did not allow time for me to consider an answer to a question before trying to move on. Otherwise, it was a unique experience and an interesting way to conduct interviews."

✓Unique interview experience
→AI interrupts answers

– Suzanne Fisher • Jan 21

Why pick it
  • ✓ One AI interview covers future role matches
  • ✓ Paid in USD twice a month through Deel
Trade-off

Interview runs on camera with screen share

Terac
Read Terac review →

4.7/5 Trustpilot • $5–260/hr

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.

We track 43 open Terac roles, against 1 on Sovrano AI. It pays per project, on completion, where Sovrano AI pays monthly.

Why pick it
  • ✓ Homepage roles list $24-$40 per hour worked
  • ✓ Two work streams: AI evaluation and paid research interviews/surveys
Trade-off

Usually needs undergraduate-level expertise or professional experience

Alignerr
Read Alignerr review →

4.6/5 Trustpilot • $10–280/hr

Alignerr is Labelbox's contributor platform for code challenges, domain prompts, voice data and rubric grading. Its homepage states $10 to $280 an hour, each project lists its rate before you start, and contributors are paid weekly through Deel. Every contributor passes a Persona ID check, some jobs add a Zara AI interview or skills assessment, and each project starts with a calibration phase. Its organic Trustpilot reviews average 4.6 out of 5 in our study, the highest of the platforms we track.

We track 346 open Alignerr roles, against 1 on Sovrano AI. It pays weekly, where Sovrano AI pays monthly.

💬 What reviewers say

⭐⭐⭐⭐⭐Trustpilot
✅ Positive

"Not too much to add. Zara is amazing, and the feedback is great. I really enjoyed the whole onboarding experience and found it very professional."

✓Amazing Zara AI experience

– Victor David Vendrell L. • Jan 21

⭐⭐⭐⭐⭐Trustpilot
✅ Positive

"Easy and clear information provided throughout the process. Good AI tools that make the work straightforward and efficient."

✓Clear information

– Rodrigo Alcázar S. • Jan 21

⭐⭐⭐Glassdoor
💭 Mixed

"Good place for remote work with flexible scheduling. However, projects often have strict time limits that can feel rushed. Overall a decent platform if you can work quickly."

✓Good for remote work
→Strict time limits on projects
Why pick it
  • ✓ Rate listed on each project before you start
  • ✓ Paid weekly through Deel
Trade-off

Persona identity check for every contributor

AnyoneAI
Read AnyoneAI review →

4.6/5 Trustpilot • $25–150/hr

Anyone AI grew out of a 2022 Latin American AI engineering school and now supplies vetted developers and domain experts to frontier AI labs. Its board carries a couple of hundred contract roles at a time, each with its hourly figure shown upfront: $45-80 for developers who design and grade coding tasks, $40 for STEM and healthcare experts, $65 for GPU, security and SWE-bench specialists, $150 for quant finance experts and CS PhDs. Roles are posted per country across Latin America and Europe, with a smaller set open worldwide. Pay is per project, with the hourly figure as the platform's estimate of the time involved.

We track 202 open AnyoneAI roles, against 1 on Sovrano AI.

Why pick it
  • ✓ Hourly figure shown on every listing before you apply
  • ✓ Developer, STEM, finance and PhD tracks, with the top tier at $150/hr
Trade-off

Pay is per project; hourly figures are estimates of task time

DataAnnotation pays remote contractors to rank AI responses, check facts, label data and write code, on their own schedule with no minimum hours. Its homepage states $25 to $150 an hour: general projects start at $25 to $50+ and coding projects at $40 to $150+. You get in by passing a one-hour Starter Assessment that can't be retaken, and you withdraw by PayPal whenever you like. Its FAQ doesn't list eligible countries, and support is minimal.

DataAnnotation Tech pays on request, where Sovrano AI pays monthly.

💬 What reviewers say

⭐⭐⭐⭐⭐Trustpilot
✅ Positive

"Allows you to work on your own schedule, provides engaging tasks and projects, and fantastic experience working with AI models with a vast variety of goals. Not a scam whatsoever—this platform has been reliable and pays well."

✓Flexible schedule

– Martin • Dec 25

⭐⭐⭐⭐⭐Trustpilot
💭 Mixed

"When there were projects to work on I never had an issue. Payments are on the spot and always accurate. I wish I could work on more projects but there hasn't been any available for a while now."

✓No payment issues
→Inconsistent project availability

– Vittorio F. • Dec 19

⭐⭐⭐Trustpilot
✅ Positive

"Reliable and selective. This company has a robust screening and onboarding process, but once qualified, there is plenty to do and the pay tends to be better than competitors. Worth the initial effort to get accepted."

✓Reliable platform
→Rigorous screening process

– Samuel H. • Jan 6

Why pick it
  • ✓ States $25 to $150/hr, with coding projects at the top
  • ✓ Withdraw by PayPal whenever you like
Trade-off

Starter Assessment can only be taken once

Apply to DataAnnotation Tech
Mercor
Read Mercor review →

4.3/5 Trustpilot • $3–350/hr

Mercor hires professionals as contractors to train and evaluate AI models, with more open roles than any other platform we track. Fields run from law, medicine and finance to software, STEM and languages, and listed hourly rates are typically $75. You apply with one AI interview and a one-time Persona ID check, and pay lands every Wednesday via Stripe or Wise.

We track 1,533 open Mercor roles, against 1 on Sovrano AI. It pays weekly, where Sovrano AI pays monthly.

💬 What reviewers say

⭐⭐⭐⭐⭐Trustpilot
✅ Positive

"Mercor was my first experience with training AI and working intensely in a remote setting. I've been around for six months plus and while nothing is perfect, Mercor is darned close. I've met some amazing colleagues and learned a tremendous amount about AI."

✓Great first AI training experience

– Steven W. • Jan 22

⭐⭐⭐⭐⭐Trustpilot
✅ Positive

"Out of all the AI training companies I've worked for, Mercor has the highest pay rates and the most available projects. Even though it can take a while to get accepted into a project, it's definitely worth the wait."

✓Highest pay rates
→Acceptance can take time

– B Maly • Jan 20

⭐⭐⭐Glassdoor
💭 Mixed

"The hourly rate was good and competitive compared to other platforms. However, the work was not always consistent and availability varied month to month."

✓Good hourly rates
→Inconsistent work availability
Why pick it
  • ✓ Paid every Wednesday for the previous work week
  • ✓ More open roles than any other platform we track
Trade-off

Every role starts with an AI interview

Ethos
Read Ethos review →

4.2/5 Trustpilot • $35–225/hr

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 (typically $80), 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.

We track 539 open Ethos roles, against 1 on Sovrano AI. It pays on a schedule set per project, where Sovrano AI pays monthly.

💬 What reviewers say

⭐⭐⭐⭐⭐Trustpilot
✅ Positive

"I discovered AskEthos through a LinkedIn post and decided to apply. From the beginning, the experience stood out from what I expected from a typical hiring process. The first stage involved an AI interview, which genuinely surprised me. It was able to comprehend my responses well and engage in thoughtful, in-depth conversation rather than feeling scripted or superficial. After that, a member of the Ethos team reached out personally and arranged a meeting... Once accepted, onboarding was quick, organised, and seamless. The team was friendly, transparent, and incredibly welcoming from the start."

✓AI interview described as conversational rather than scripted

– Sebastiaan van Wyk • Jun 3

⭐⭐⭐⭐⭐Trustpilot
✅ Positive

"Have been working with them as a Management Consultant on contract, and the experience has been good. They partner with frontier AI orgs to help improve their models. People from different areas of expertise get onboarded and work on different campaigns. The pay is good, the support and guidance is even better. Special thanks to Juan Pablo Arizpe, he has been very helpful through out the process."

✓Good pay for management-consulting expertise

– Pushpak Roy • Aug 18

⭐⭐⭐⭐⭐Trustpilot
✅ Positive

"Working with AskEthos has been a wonderful experience from start to finish. The campaigns were well-structured, engaging, and provided an excellent opportunity to contribute to meaningful AI projects while continuously learning and improving my skills. One of the biggest strengths of AskEthos is its incredibly supportive team... Another standout aspect is the compensation. The pay rates are among the best in the market, and payments have always been prompt and reliable."

✓Well-structured campaigns with clear instructions

– matthew vikram • Jul 7

⭐⭐⭐⭐⭐Trustpilot
✅ Positive

"I've had a positive experience working with AskEthos on freelance presentation and document conversion projects. The team is professional, communicates clearly, and provides constructive feedback throughout the workflow. Tasks are well organized, expectations are usually clear, and payments have been timely in my experience."

✓Well-organized tasks with clear expectations

– Rahul Kashyap • May 23

⭐⭐⭐⭐⭐Trustpilot
✅ Positive

"Ethos is the closest thing to a perfect workplace because of the following. 1. It offers flexibility i.e. one can work when they want with no minimum or maximum hours required. 2. The hourly rates are good and the pay comes on time as communicated. 3. For the tasks being done, if one is finding a task too difficult one can always choose another task instead."

✓No fixed hours, so you set your own schedule

– Lawrence Mulamba • Aug 14

Why pick it
  • ✓ Listings we track pay $35 to $225 an hour, median $80
  • ✓ One voice interview builds your profile, then matches come to you
Trade-off

Match volume depends on client demand in your field

SME Careers
Read SME Careers review →

4.2/5 Trustpilot • $3–150/hr

⭐ Top pick

SME Careers is SuperAnnotate's network for subject matter experts who train and evaluate AI models. You apply with a CV and take a recorded AI interview, some roles add a qualification exam or a call, and a human makes the final hiring decision. Contracts and weekly payouts run through Deel, in any country Deel supports. Listings publish a maximum rate only, so expect typical pay below the figure shown.

We track 265 open SME Careers roles, against 1 on Sovrano AI. It pays weekly, where Sovrano AI pays monthly.

💬 What reviewers say

⭐⭐⭐⭐⭐Trustpilot
✅ Positive

"The people here are awesome—both the SuperAnnotate team and the high-quality colleagues I worked with. This was my first time, and despite some early snags, the team was incredibly supportive. The work is meaningful and the payment is reliable."

✓Great team support

– Tina S. • Nov 2

⭐⭐⭐⭐⭐Trustpilot
✅ Positive

"SuperAnnotate is a great company. The work has been pretty steady, and the leaders are excellent."

– Michael N. • Nov 2

Why pick it
  • ✓ Weekly payouts through Deel
  • ✓ Open in any country Deel supports
Trade-off

Includes a recorded AI interview

Outlier AI
Read Outlier AI review →

3.9/5 Trustpilot • $8–50/hr

Outlier is Scale AI's freelance platform. Contractors write prompts, build grading rubrics and rate model answers across coding, STEM and languages, and pay goes out every Tuesday by PayPal, Airtm or ACH. Rates are set per project and shown before you start. Work comes project by project, so your queue can sit empty between them, which is the most common complaint in reviews.

We track 13 open Outlier AI roles, against 1 on Sovrano AI. It pays weekly, where Sovrano AI pays monthly.

💬 What reviewers say

⭐⭐⭐⭐⭐Trustpilot
✅ Positive

"Projects are offered on an unstable basis—sometimes there are many available, and sometimes nothing to work on. Still, the experience is great and the Playground feature is magnificent for practicing and improving skills."

✓Great overall experience
→Unstable project availability

– Luis Á. • Jan 17

⭐⭐⭐⭐⭐Trustpilot
✅ Positive

"Outlier is a good platform with several project options. The variety of tasks keeps things interesting and the pay is fair for the work involved."

✓Multiple project options

– Olakunle A. • Jan 15

⭐⭐⭐Glassdoor
💭 Mixed

"A great income opportunity when numerous projects are available. Good support team if you maintain high-quality work. However, projects can end abruptly, resulting in an unstable flow of work that makes income unpredictable."

✓Great income potential
→Projects end abruptly
Why pick it
  • ✓ Paid weekly, every Tuesday
  • ✓ You see the task rate before you start a project
Trade-off

Queue can sit empty between projects

Remo Experts
Read Remo Experts review →

3.9/5 Trustpilot • $40–120/hr

Remo Experts (REX) recruits subject-matter experts, from coders and STEM PhDs to writers and video editors, and says it has 120K+ experts across 230+ domains. You need a bachelor's degree, a 15 to 20 minute entry exam and a Persona ID check, and open listings typically pay $105 an hour. Contractors who are in report that onboarding and weekly meetings are paid, and pay goes out monthly through Stripe, Payoneer or Wise. ID verification can take several weeks.

We track 32 open Remo Experts roles, against 1 on Sovrano AI. It pays on the same schedule: monthly.

💬 What reviewers say

⭐⭐⭐⭐⭐Trustpilot
✅ Positive

"While I was an applicant there, the communication was a bit lacking, which is the complete opposite of when you actually get in! The leaders, reviewers, and other workers are highly communicative and genuinely nice people. I love working for this company; don't let the applicants' reviews throw you off."

✓Excellent internal communication
→Poor communication during application phase

– Camilla Vieira • May 6

⭐⭐Trustpilot
⚠️ Critical

"I have my persona verification being processed since April. I am from Nigeria and I scored 100% in the exam and used my passport for identity verification. Support never responds. The company looked like it had some prospect but now I just don't know."

→ID verification stuck for weeks

– Funke • May 12

Why pick it
  • ✓ Contractors report paid onboarding and weekly meetings
  • ✓ Open listings typically pay $105 an hour
Trade-off

ID verification can take several weeks

Babel Audio
Read Babel Audio review →

3.7/5 Trustpilot • $17.5–150/hr

Babel Audio records human speech for AI companies: 15-minute conversations with a stranger, five-minute video chats, under-a-minute emotional voice performances and tagged transcription of the recordings. It is one of the few boards where a native speaker of Tamil, Tagalog or Turkish finds the same role as a French or Japanese speaker, and the application takes minutes with no CV. Pay is reliable and weekly, which is what the five-star reviews are about. The catch is the unit: voice and transcription rates are per hour of finished audio, which takes several working hours, and conversation work depends on being matched with a partner. Read the rate on each listing with that in mind.

We track 47 open Babel Audio roles, against 1 on Sovrano AI. It pays weekly, where Sovrano AI pays monthly.

💬 What reviewers say

⭐⭐⭐⭐⭐Trustpilot
📝 Neutral
⭐⭐⭐⭐⭐Trustpilot
📝 Neutral
Why pick it
  • ✓ Weekly payouts every Tuesday with no minimum and no fees
  • ✓ 20 languages for voice acting and transcription, not English-only
Trade-off

Voice and transcription rates are per hour of finished audio, not per hour worked

Mindrift
Read Mindrift review →

3.4/5 Trustpilot • $8–90/hr

Mindrift is Toloka's platform for AI trainers, open worldwide except 17 sanctioned countries and about 35 unsupported territories. It states $15 to $30 an hour for entry-level work and $60 to $100+ for domain experts, and open listings typically pay $46 an hour. Specialized projects ask for a CV, an assessment and ID verification, and pay goes out on the 5th and 20th of each month through Payoneer or PayPal. Task availability varies by domain and language.

We track 959 open Mindrift roles, against 1 on Sovrano AI. It pays twice a month, where Sovrano AI pays monthly.

💬 What reviewers say

⭐⭐⭐⭐⭐Trustpilot
✅ Positive

"Working on Mindrift has been a genuinely rewarding experience. Collaborating with experts from different domains has sharpened my problem-solving, improved my feedback clarity, and helped me understand AI training from multiple perspectives."

✓Rewarding experience

– Mujahid Munawar • Jan 15

⭐⭐⭐⭐⭐Trustpilot
✅ Positive

"I never expected this platform and its projects to be so interesting, and even less that there would be a regular supply of tasks. Of course, availability depends on your domain, but overall the platform delivers engaging work consistently."

✓Interesting projects
→Availability varies by domain

– Anastasia A. • Nov 4

⭐⭐⭐Trustpilot
💭 Mixed

"I made it to the testing stage and got the test link via email. But when I log in, the task pane says 'In Progress' with no test tasks available. The onboarding process could use some technical improvements."

✓Structured onboarding process
→Technical issues with test tasks

– Syed H. • Dec 16

Why pick it
  • ✓ States $15-$30/hr entry-level and $60-$100+/hr for experts
  • ✓ Open worldwide except sanctioned countries
Trade-off

Task availability varies by domain and language

AfterQuery
Read AfterQuery review →

3/5 Trustpilot • $15–175/hr

AfterQuery hires ML researchers, PhD scientists and niche-domain professionals (COBOL, audit accounting, atmospheric modeling) as well as generalists. Hourly listings run $15 to $175/hr (typically $85), legal, finance and quant roles reach $150 to $175/hr, and pay lands every Friday through Stripe. Each talent pool has one unpaid assessment, projects run 2 to 3 weeks at 10 to 20 hrs/wk and arrive in bursts, and payouts reach the 95 countries Stripe supports.

We track 256 open AfterQuery roles, against 1 on Sovrano AI. It pays weekly, where Sovrano AI pays monthly.

Why pick it
  • ✓ Listed hourly rates have an $85 median, up to $175/hr
  • ✓ Paid every Friday, with no fees from AfterQuery
Trade-off

Project-based: work arrives in bursts, not continuous

Handshake
Read Handshake review →

1.5/5 Trustpilot • $15–300/hr

The Handshake AI Fellowship pays people with associate to PhD backgrounds to evaluate and improve AI models. It is open to US-based applicants with valid work authorization, and the fellowship page states $40 to $125 an hour. Onboarding includes an ID check, a background check and an assessment, and payouts go out weekly through Stripe. A proposed class action filed in July 2026 alleges fellows are misclassified as contractors; Handshake had not responded as of August 2026.

We track 246 open Handshake roles, against 1 on Sovrano AI. It pays weekly, where Sovrano AI pays monthly.

💬 What reviewers say

⭐⭐⭐⭐⭐Trustpilot
✅ Positive

"I still freelance with them. They are kind, helpful and understanding. I am always paid on time and paid very well. The platform connects students with real employers who respect their time."

✓Kind and helpful team

– Barbara D. • Dec 27

Why pick it
  • ✓ Fellowship page states $40 to $125 an hour
  • ✓ Weekly payouts through Stripe
Trade-off

US-based applicants with valid work authorization only

Turing
Read Turing review →

1.5/5 Trustpilot • Rates not published

Turing is a San Francisco company, founded in 2018, that post-trains large language models for AI labs. You set your expected rate on your profile, then take skill assessments and live interviews before a client match, and strong written English is required on every track. Turing does not publish rates, so figures on our Turing job cards are our estimate. Its help center says contractors are paid every two weeks by bank transfer.

We track 379 open Turing roles, against 1 on Sovrano AI. It pays every two weeks, where Sovrano AI pays monthly.

💬 What reviewers say

⭐⭐⭐⭐⭐Trustpilot
✅ Positive

"Working remotely with Turing has eased my life. Whenever I face any difficulties, I approach the developer success team; they are available 24*7. I'm currently doing my master's, and I can manage my job and studies as I now have a flexible schedule. The payment is not an issue anymore; I get my salary on time."

✓Remote work flexibility

– Satisfied Developer • Jun 20

⭐⭐⭐⭐Trustpilot
✅ Positive

"Good platform overall. Good pay and transparent communication. Only issue is that sometimes the approval process for opportunities takes too long."

✓Good pay
→Slow opportunity approval

– Engineer • Sep 2

⭐⭐⭐Trustpilot
💭 Mixed

"Good opportunities, but messy. The place is very nice to work at, and the recruiting and support team are nice, but to get new opportunities is a nightmare. Its platform requires constant updates, including non-necessary info, making the process very long."

✓Good opportunities available
→Platform bureaucracy

– Honest Feedback • Nov 5

⭐⭐⭐⭐⭐Trustpilot
✅ Positive

"Great work environment, flexible working hours as well as great team members, there is also room to improve skills and have great opportunities to. The best team lead also."

✓Great work environment

– Engaged Worker • Sep 20

Why pick it
  • ✓ You set your expected rate on your profile
  • ✓ Remote work with US companies
Trade-off

Skill assessments and live interviews before matching

Alpheva
Read Alpheva review →

/5 Trustpilot • $90–300/hr

Alpheva launched in September 2026 and hires experts across 120+ fields, from physicians and attorneys to mining and hospitality specialists, as remote hourly contractors. Every listing states an hourly range, most between $150 and $250, and all but one are open worldwide. You apply, take a short paid assessment in your field, and get matched when a project fits. It is new, so there are no worker reviews yet and no published payout schedule.

We track 130 open Alpheva roles, against 1 on Sovrano AI.

Why pick it
  • ✓ Every listing states its hourly range before you apply
  • ✓ Open worldwide; all roles are remote
Trade-off

No worker reviews yet (launched September 2026)

Claru
Read Claru review →

/5 Trustpilot • $5–100/hr

Claru is the annotation and data-capture brand of Reka AI. Live listings split into two tracks: flat-rate first-person video capture ($5-$15/hr, set by country) for everyday household, garage and garden footage, and $20-$100/hr annotation, RLHF and expert-review roles spanning code, law, physics and medical imaging. Every listing shows its hourly rate, pay is bi-weekly via Wise, Payoneer or bank transfer, and applications are reviewed within 3 to 5 business days. There's no independent review history yet.

We track 60 open Claru roles, against 1 on Sovrano AI.

Why pick it
  • ✓ Backed by Reka AI, an existing frontier-model company
  • ✓ Wide role spread from no-experience video capture to $55-$100/hr expert work
Trade-off

No independent reviews yet to check pay or payment timing against

Hashlist
Read Hashlist review →

/5 Trustpilot • $67–100/hr

Hashlist is the one place on the board written for embedded, hardware and controls engineers. Each brief asks you to use what you know about a kind of system, a peripheral bring-up, a board design, a PLC program, a real-time controller or a sensor product, to build a sandboxed environment with tasks that current AI models get wrong, and pays $300 for every task that passes review. There is no application: you sign up, take a brief and build. The catch is the review gate: the task has to be real, complete and hard for the models, and the reviewer can pay less for partial work. Good for engineers who can rebuild a setup from public datasheets and open-source code (employer files are not allowed); not for generalists.

We track 9 open Hashlist roles, against 1 on Sovrano AI.

Why pick it
  • ✓ $300 per accepted task on every open brief
  • ✓ Several tasks per brief, one environment can carry five or more
Trade-off

Needs real embedded or hardware project experience

Perle
Read Perle review →

/5 Trustpilot • $3–45/hr

Perle builds expert training data for AI labs, and its open contributor roles are almost all audio transcription, one listing per language. That makes it one of the few places a native speaker of Icelandic, Sudanese Arabic or Cebuano finds a role written for them. Pay follows the language: Nordic transcribers earn $35 to $45 an hour, most European languages $15 to $25, and many Asian languages and Arabic dialects $3 to $8. The application is a short automated interview with an answer inside a day, and the pilot task is paid. Pay is per task or per minute of audio, so read the hourly range as what a steady pace earns.

We track 52 open Perle roles, against 1 on Sovrano AI.

Why pick it
  • ✓ Pay range shown on every listing
  • ✓ More than 40 languages and dialects
Trade-off

Paid per task or per minute, so hourly earnings depend on pace

Respondent
Read Respondent review →

/5 Trustpilot • $125–250/hr

Respondent is where companies find people to interview, and studies for professionals pay far more than consumer surveys: often $125 to $250 for an hour-long video call or a short diary study. A growing share come from teams building AI products, asking how people use AI agents and tools at work. Every study is a one-off, and the researcher picks who takes part, so treat it as a source of occasional well-paid hours next to a platform with ongoing work.

Why pick it
  • ✓ Incentive stated on every study
  • ✓ $125 to $250 for an hour or less on professional studies
Trade-off

Researchers pick a few people per study

Apply to Respondent

Each platform has unique strengths. Consider your priorities (pay, stability, global access) and test 2–3 simultaneously to find your best fit.