Head-to-head
Toloka vs Outlier (Scale AI)
Which pays more, which is easier to start, and which fits the work you want. Compared on real pay, work model, payout, and the roles open right now.
Toloka
Outlier (Scale AI)Toloka vs Outlier (Scale AI): the short answer
, AITraining.jobs lists 7 open Outlier (Scale AI) roles.
On pay, Toloka is benchmarked at Via Mindrift: $15–$100+/hr; all-access tasks under $20/hr and Outlier (Scale AI) at Up to $7–$50/hr; ML, EE and quant finance up to $150/hr; their boards do not state enough rates to tell which pays more, so compare against your own hours.
Toloka is a microtask crowd, open to anyone after a short qualification, no degree or experience required; Outlier (Scale AI) is an expert network, gated by a screen for a degree, professional expertise, or a skills test.
Both hire for AI Evaluation, Domain Experts, Coding, and Multilingual; Toloka also covers Data Annotation and Red-Teaming; Outlier (Scale AI) also covers Writing and Math & STEM.
Outlier (Scale AI) has 7 live roles in the feed right now; check Toloka's own site for its current openings.
Bottom line: what we know does not separate these two on pay or on how many people they accept, so choose on the specific work each hires for.
| Toloka | Outlier (Scale AI) | |
|---|---|---|
| Typical pay | Via Mindrift: $15–$100+/hr; all-access tasks under $20/hr | Up to $7–$50/hr; ML, EE and quant finance up to $150/hr |
| Work model | Microtask crowd · Microtask crowd + experts | Expert network · Expert queue (Scale AI) |
| Kinds of work | Data Annotation, AI Evaluation, Domain Experts, Coding, Multilingual, and Red-Teaming | AI Evaluation, Writing, Coding, Math & STEM, Domain Experts, and Multilingual |
| How you get paid | Twice a month through Mindrift's payment partners, Payoneer or Tipalti (PayPal): work of the 1st to 15th and the 16th to month end is paid on the 5th and 20th, for accepted tasks only (mindrift.ai/welcome, read 6 Nov 2026). | Weekly (Tuesdays) via PayPal, Airtm or ACH bank transfer. |
| Where you can work | Not every country: Mindrift, where Toloka's tasks now run, invites people to 'join from any country', but its Eligibility and Geographic Restrictions page (last updated 27 May 2026, read 6 Nov 2026) bars 17 sanctioned countries and territories, among them Russia, Belarus, China (with Hong Kong and Macau) and Iran, and does not yet support 39 more places, among them Kenya, Switzerland and Taiwan; specialized projects set their own eligibility. Toloka puts its crowd at 100+ countries and 40+ languages (toloka.ai, read 6 Nov 2026). | Remote, from the places its working guidelines list (effective 15 Jul 2026, read 8 Nov 2026): the US, the UK, India, the Philippines, Brazil and Egypt among them, but not Nigeria, Kenya, Pakistan or Ukraine. English projects dominate, with multilingual projects. |
| Open roles now | See platform | 7 live |
| Worker ratings | Trustpilot (toloka.ai) 2.3/5 (211 reviews) · Google Play (Toloka: Earn online app) 3.7/5 (338K reviews) · Trustpilot (mindrift.ai, where Toloka's tasks now run) 3.5/5 (1,172 reviews) (read November 2026) | Trustpilot 3.9/5 (5,781 reviews) (read November 2026) |
Pay shows each platform's live measured band where its feed has enough hourly-stated roles, otherwise our compiled benchmark. How we compile pay.
Best for steady entry-level task work you can pick up without credentials.
Best for people with a degree or professional skills who want vetted, higher-skill work.
7 open roles now →Some links on AITraining.jobs are referral links. If you sign up through one, AITraining.jobs may earn a commission at no extra cost to you. It never changes what a platform pays you.
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Toloka vs Outlier (Scale AI): common questions
Which pays more, Toloka or Outlier (Scale AI)?
On pay, Toloka is benchmarked at Via Mindrift: $15–$100+/hr; all-access tasks under $20/hr and Outlier (Scale AI) at Up to $7–$50/hr; ML, EE and quant finance up to $150/hr; their boards do not state enough rates to tell which pays more, so compare against your own hours.
Is Toloka or Outlier (Scale AI) easier to get started with?
Toloka is a microtask crowd, open to anyone after a short qualification, no degree or experience required; Outlier (Scale AI) is an expert network, gated by a screen for a degree, professional expertise, or a skills test.
Can you work on both Toloka and Outlier (Scale AI)?
Yes. They are independent platforms, and many contributors join several at once to keep a steady flow of work, especially since both hire for AI Evaluation, Domain Experts, Coding, and Multilingual. Signing up for one does not affect the other.
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Ordered by what applying to their platforms is worth, lifted by a referral boost for a platform that pays us a referral fee; it never changes what a platform pays you.