Mindrift
Toloka's expert network: per-task AI-training projects in engineering, medicine, coding and more.
Last reviewed 2026-10-14
Coding pay
Up to $90/hr official ceiling; $30–90/hr across specialized projects
Who can join
18+; restricted countries include China, Russia, Kenya, Switzerland, Taiwan; ID check
How you get in
CV, unpaid assessment (test or interview), then ID check; usually no retake
Payouts
Payoneer or Tipalti in USD, on the 5th and 20th
Watch out
Task supply not guaranteed; quality scores can quietly cut access
What it is
- Official
Mindrift is a project-based platform that connects domain experts with AI-training work for tech companies. It is built by Toloka; the site footer names Toloka AI BV as the copyright holder.
mindrift.ai· checked 2026-10-14 - Official
The contributor User Agreement is with TOLOKA AI AG, a Swiss corporation operating as "MINDRIFT".
mindrift.ai· checked 2026-10-14 - Official
Ownership: Toloka sits in the Nebius Group, the company formed from Yandex's international assets. In May 2025 Bezos Expeditions led a strategic investment in Toloka, with Shopify CTO Mikhail Parakhin becoming executive chairman. Nebius gave up majority voting control but kept a significant majority economic stake.
nebius.com· checked 2026-10-14 - News
Reuters, as republished, put the round at $72M and noted the Yandex split history.
profit.pakistantoday.com.pk· checked 2026-10-14 - Official
Two ways in: "specialized projects" (CV, assessments, ID check) and "all-access tasks" (register and start with no CV or assessment; annotation and lightweight AI review). The all-access route was announced in a post bylined July 16, 2026.
mindrift.ai· checked 2026-10-14
Coding work
- Official
Coding exists, but no coding role was on the public job board when checked: a single read of Mindrift's Workable board on 2026-10-14 returned 1,491 postings (all part-time, published Oct 5 to Oct 14, 2026). None was a software or Python role. The board was dominated by CAD/CFD engineering, physician and in-person research-study postings (see "Other fields" below).
apply.workable.com· checked 2026-10-14 - Official
Coding pay ceiling: Mindrift's pay-rates article (Oct 6, 2026) lists coding at "up to $90/hr" for senior developers with 5+ years of production experience, and agentic evaluation (senior Python, testing, containers, CI) at up to $80/hr. It gives a range of $30 to $90/hr across specialized projects. These are maximums; specific rates are shown per project.
mindrift.ai· checked 2026-10-14 - Official
Python roles breakdown: a June 2026 blog post lists Senior Python Engineer up to $80/hr, ML Engineer (Python) up to $90/hr, Data Science (Python and SQL) up to $90/hr, STEM Expert with Python $55–$76/hr, and "AI Pilot / Vibe Coding" up to $32/hr. It asks for 5+ years of professional Python experience (academic projects do not count).
mindrift.ai· checked 2026-10-14 - Official
The homepage frames coding differently, as "Up to $5,400/month" for coding projects.
mindrift.ai· checked 2026-10-14
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- Official
Coding task types: writing prompts that expose AI coding weaknesses, reviewing AI-generated code like a pull request, rewriting AI outputs to professional standards, and scoring outputs against rubrics.
mindrift.ai· checked 2026-10-14 - Official
Pay model: pay is set per completed and accepted task, not per hour spent. Hourly figures are equivalents. Rates attach to projects, not individuals, and are shown before you accept a task.
mindrift.ai· checked 2026-10-14 - Official
Contract type: independent contractor; "You are not an employee." No fixed hours and no weekly minimum.
mindrift.ai· checked 2026-10-14 - Official
Other fields on the job board: of the 1,491 Workable postings read on 2026-10-14, 463 were CAD or CFD engineering "AI Trainer" roles (one title repeated across about 61 countries), 229 were physician (MD/DO) AI-trainer or medical-evaluation roles (about 36 countries), and 799 were in-person, 3-day paid research studies for speakers of specific languages in New York, many titled at $100/hr.
apply.workable.com· checked 2026-10-14 - Official
The CAD posting describes engineering tasks that "would take an expert 10–15 hours" each, built in a real CAD environment. The public page text is truncated and shows no pay.
apply.workable.com· checked 2026-10-14 - Official
A research-study posting says Mindrift runs a 3-day, in-person study in New York on how people use phones and apps, at $100/hour per its title.
apply.workable.com· checked 2026-10-14 - Official
Pay bands across fields: STEM up to $90/hr, legal up to $75/hr (licensed practitioner), consulting up to $70/hr, design up to $50/hr, web scraping up to $32/hr, writing up to $30/hr, annotation varies, all-access tasks typically under $20/hr. Medical, finance and language rates are not listed.
mindrift.ai· checked 2026-10-14 - Official
Homepage bands: entry level $15–$30/hr, domain experts $60–$100+/hr; monthly maximums STEM up to $6,400, legal up to $6,000, consulting up to $8,000.
mindrift.ai· checked 2026-10-14 - Official
A video-recording project of everyday activities was advertised at "$5–15/hour".
mindrift.ai· checked 2026-10-14 - Official
Regional rates: a July 2025 payments article says rewards vary by region and account for cost-of-living indexes (it cites Numbeo).
mindrift.ai· checked 2026-10-14
Eligibility
- Official
Restricted countries: not eligible: Afghanistan, Belarus, Central African Republic, China (including Hong Kong and Macau), Cuba, Iran, Kosovo, Libya, Myanmar, North Korea, Palestine, Russia, Somalia, South Sudan, Sudan, Syria, Yemen, and occupied regions of Ukraine and Georgia.
mindrift.ai· checked 2026-10-14 - Official
Unsupported locations: a further list includes Kenya, Switzerland, Taiwan, DR Congo, French Guiana, Guadeloupe, Martinique, Réunion, Mayotte, New Caledonia, French Polynesia and various small territories. The page was last updated May 27, 2026.
mindrift.ai· checked 2026-10-14 - Official
The User Agreement separately says users may not be Swiss citizens or tax residents, and may not provide services while in Russia or Belarus.
mindrift.ai· checked 2026-10-14 - Official
Age: 18 or the local age of majority, whichever is higher; age can be verified at any time.
mindrift.ai· checked 2026-10-14
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- Official
ID verification: done through Persona with a government-issued ID (originals, not scans) and a selfie. Tasks and withdrawals are blocked until it is complete. Using temporary documents such as residence permits "may risk account suspension", and running out of attempts ends platform access.
mindrift.ai· checked 2026-10-14 - Official
Experience: coding projects ask for 5+ years of professional experience; the homepage says domain expertise, not AI experience, is what matters. All-access tasks need no expertise.
How to get in (format only)
- Official
Specialized projects: (1) submit a CV and state your languages and level; (2) complete an assessment; (3) pass ID verification; (4) get platform access when a matching project opens.
mindrift.ai· checked 2026-10-14 - Official
Coding timeline: the assessment takes 1–3 hours and mirrors real tasks; onboarding takes 1–2 hours; application to first task takes about 1–2 weeks.
mindrift.ai· checked 2026-10-14 - Official
Assessment formats: multiple-choice knowledge tests, technical assessments (such as HackerRank coding tests), and interviews that may be AI-led or run by a Mindrift team member. Assessments are unpaid. Second attempts are generally not offered. Results come within about two business days (up to a week when busy) as pass/fail, with no individual feedback. AI tools, copying and tab-switching during proctored tests cause a fail.
mindrift.ai· checked 2026-10-14 - Official
All-access route: register with basic details, skip the CV and assessments, and complete a short onboarding.
mindrift.ai· checked 2026-10-14 - Worker reports
Recent Trustpilot reviews describe glitchy interviews, failed CV uploads, rejections with no explanation, and weeks of waiting for tasks after onboarding.
trustpilot.com· checked 2026-10-14
Pay and payments
- Official
Methods: Payoneer or Tipalti (PayPal), depending on country of residence.
mindrift.ai· checked 2026-10-14 - Official
Schedule: twice a month. Cycles run 1st–15th and 16th–month end, with payouts processed on the 5th and 20th (adjusted for weekends and holidays).
mindrift.ai· checked 2026-10-14 - Official
Wording conflict: the homepage and coding blog say "bi-weekly", which is not the same as twice a month.
mindrift.ai· checked 2026-10-14 - Official
The User Agreement allows payment "no later than 30 (thirty) days" after a task is accepted, and up to 30 calendar days to send a withdrawal.
mindrift.ai· checked 2026-10-14
Show 5 moreShow less
- Official
Review before payment: submissions are quality-checked before they become payable. A July 2025 article says review takes 5 working days on average, up to 30 days in extenuating cases. Rejected tasks can be revised once; a rejected revision may earn partial pay or none.
mindrift.ai· checked 2026-10-14 - Official
Currency and fees: payment is in US dollars. Mindrift says it takes no commission, but providers may deduct withdrawal fees. Balances of $1 or less are debited after 12 months of inactivity. Payment errors must be reported within 10 calendar days.
- Worker reports
Two October 2026 Trustpilot reviews object to a $1 transfer fee.
trustpilot.com· checked 2026-10-14 - Official
Taxes: Mindrift does not withhold tax or issue employment documents; contributors declare earnings themselves.
mindrift.ai· checked 2026-10-14 - Official
Withheld funds: the User Agreement allows declined payment or restricted withdrawals for any breach of the Terms, inaccurate account data, work that fails standards, automated methods, multiple accounts (extra accounts blocked and funds cancelled), and sanctions breaches (account blocked and funds frozen).
mindrift.ai· checked 2026-10-14
Work availability
- Official
Official position: "no platform running on client commissions can promise a consistent stream of tasks or guaranteed monthly incomes." There is no minimum monthly task count. An empty dashboard usually means no active project matches your qualifications. Some projects run for months, others for weeks.
mindrift.ai· checked 2026-10-14 - Official
Quality affects access: ignoring guidelines, poor-quality work and accumulated rejections can reduce project availability. The same article also says task flow does not track individual performance, which is internally inconsistent.
mindrift.ai· checked 2026-10-14 - Official
Hours: no minimum and no guaranteed volume; the coding post says most contributors earn closer to the 10-hours-a-week example than the ceilings.
Risks and controversies
- Official
Corporate lineage: Toloka came out of Yandex and is part of Nebius Group, the company formed from Yandex's international assets; Nebius no longer holds majority voting control after the May 2025 round. This matters to people who screen employers for Russia ties.
nebius.com· checked 2026-10-14 - Official
Broad grounds to withhold pay: see section 5. Work results transfer to Mindrift "at no charge" as they are created, and confidentiality lasts five years after account deletion.
mindrift.ai· checked 2026-10-14 - Official
Arbitration: for US users, disputes go to JAMS arbitration in New York under Delaware law.
mindrift.ai· checked 2026-10-14 - Worker reports
Account blocks and unpaid work: October 2026 Trustpilot reviews describe blocked accounts with no support reply, completed tasks left "under review", and disappearing projects.
trustpilot.com· checked 2026-10-14
Referral program
- Official
None found. No referral program is described on the homepage, FAQ, payments pages, User Agreement or blog index.
Worker sentiment (reports, not verified)
- Worker reports
Ratings: Trustpilot (mindrift.ai) shows 3.4/5 from 1,095 reviews (908 in the last 12 months): 44% 5-star and 27% 1-star. A Dutch-locale snapshot earlier showed 3.5 from 727 reviews, so the profile is growing.
- Worker reports
Positive: flexible earning with no prior experience, confirmed payments, and helpful support via Reddit and Zendesk.
trustpilot.com· checked 2026-10-14 - Worker reports
Negative, top themes: low or inconsistent task availability, blocked accounts with no support reply, tasks stuck "under review" or unpaid, and the $1 transfer fee.
trustpilot.com· checked 2026-10-14 - Worker reports
Negative: getting in is opaque: failed onboarding tests with no feedback, and waits of weeks after onboarding (May 2026 reviews).
trustpilot.com· checked 2026-10-14
Quick answers
- How much does Mindrift pay for coding work?
- Up to $90/hr official ceiling; $30–90/hr across specialized projects
- Who can join Mindrift?
- 18+; restricted countries include China, Russia, Kenya, Switzerland, Taiwan; ID check
- How do you get into Mindrift?
- CV, unpaid assessment (test or interview), then ID check; usually no retake
- How and when does Mindrift pay out?
- Payoneer or Tipalti in USD, on the 5th and 20th
- What should you watch out for at Mindrift?
- Task supply not guaranteed; quality scores can quietly cut access