Crowtado

Crowtado vs Outlier

An honest head-to-head: pay rates, payout speed, supported modalities, and what real contributors say about each platform.

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What is Crowtado?

Crowtado pays contributors to record conversations and everyday video for AI training. Each task shows its rate before you start, and you're paid for accepted work.

Approved earnings go to your balance, and you can request a withdrawal once it reaches $10, or $25 for bank transfers. Methods include PayPal, Venmo, Cash App, debit card, Wise, or bank transfer, depending on your country.

What is Outlier?

Outlier is Scale AI's contributor-facing platform for paid AI training tasks. Domain experts work on text, code, and reasoning evaluations from a desktop browser. US-leaning, English-fluent contributors are heavily favored.

CriterionCrowtadoOutlier
Median payShown on each task before you start$18–$50/hr
Payout speedDepends on the payout method7 days
Payment methodsPayPal, Venmo, Cash App, debit card, Wise, or bank transferPayPal or Wise
Modalitiesaudio, videotext, code, expertise
AudienceDepends on the task and your countryUS-leaning
Languages supportedListed on each task—
Trustpilot—3.9 / 5

Sources: Outlier's public site, Trustpilot, public Reddit threads. Some fields are intentionally blank where Outlier doesn't publish the data.

Outlier — strengths and weaknesses

Strengths

  • Premium pay for domain experts — $40-50/hr in some categories (medicine, law, code).
  • Modern UX, polished mobile and desktop apps.
  • Strong brand recognition; ranks at the top of side-hustle press coverage.
  • Fast onboarding for accepted contributors.

Weaknesses

  • Account suspensions are issued without explanation; appeals rarely respond.
  • Tasks dry up after qualification for many contributors.
  • Heavily US-concentrated; non-US, non-English contributors face severe rate-limiting.
  • Quality bonuses are opaque — base rate often differs from advertised premium rate.

Who Outlier doesn't suit

Outlier is a weaker fit for:

  • Non-English contributors
  • Contributors outside the US who want predictable task volume
  • Anyone who needs phone-first or audio/video/photo modalities

The above are explicit gaps in Outlier's offering — see the strengths/weaknesses block above for the full picture.

Crowtado vs Outlier — what to know first.

  • Is Crowtado better than Outlier?

    Crowtado fits contributors who want to record conversations or everyday video and see each task's rate before they start. Outlier is best for: Domain experts (medicine, law, advanced code) in the US. The full comparison is on this page.

  • How do I switch from Outlier to Crowtado?

    Create a free Crowtado account, complete your contributor profile and pick a task that's open to you. Each task lists what it needs before you start.

  • Does Outlier pay more than Crowtado?

    Crowtado doesn't publish an hourly figure: each task shows its rate before you start, and you're paid for accepted work. Public reports put Outlier at $18–$50/hr.

  • Why are people leaving Outlier?

    The most common reasons in public reviews: Account suspended without a written reason; support replies with a templated message. Tasks queue dries up for weeks after qualifying. On Crowtado, each task shows its rate and requirements before you start, and the trust page explains how reviews and withdrawals work.

See which tasks are open to you

Tasks depend on your language, country and equipment. Create a free account to see the ones you can do.

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