Yes — Outlier is Scale AI's contributor platform and one of the largest in the space. The common frustrations are structural rather than fraud: onboarding can stall, task queues fluctuate, and support is slow. The work and the pay are real.

How is Heka different from Outlier or Mercor?

Task platforms sell your spare time: you apply, pass assessments, and work through assigned tasks for an hourly rate. Heka skips the application and the task list entirely — it records your normal workday, anonymizes it on your Mac, and pays for that. Outlier monetizes hours you add; Heka monetizes the hours you already work.

Which pays more, Heka or Outlier?

Per active hour, Outlier — task work at $12–60/hr beats any passive stream, if you have the hours and get through the queue. Per extra hour of effort, Heka wins by default: it pays for work you were doing anyway, so any earnings come at zero additional time cost.

Can I use Heka and Outlier together?

Yes, and it's a sensible stack: Heka accrues earnings during your normal Mac workday, while Outlier pays hourly for task sessions you choose to take on in your spare time. They never compete for the same hours.

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Heka vs Outlier: a royalty on your job, or a second job

Heka · updated July 28, 2026

Outlier and Heka both pay you because AI companies need humans to make their models better. From there the two products split completely: Outlier sells your spare hours, Heka monetizes the hours you already spend working.

Outlier — Scale AI's contributor platform — assigns you tasks: rating model responses, writing, reviewing code. Heka has no task list and no assignments; it records your normal workday, anonymizes it on your Mac, and pays you for it. One is a second job. The other is a royalty on the job you already have.

Choose Heka

Choose Heka if you don't want extra work: it pays for the Mac hours you were going to spend anyway, with no application and no queues.

Choose Outlier

Choose Outlier if you have free evenings and want to actively earn at an hourly rate — especially if you qualify for its specialist tracks. Doing both is common.

Side by side

	Heka	Outlier
What you do	Your normal job, in your usual apps	Assigned tasks: model evaluation, writing, coding exercises
Pay	Accrues per work session; most active users cover a few subscriptions a month	Public guides report ~$12–25/hr for regular work, $35–60/hr for verified specialists
Extra hours required	Zero	All of them — it's active task work
Getting in	Install and keep working; access via waitlist or invite code	Application, assessments, onboarding that can take weeks
Work availability	Your workday is the supply	Task queues fluctuate by project and can sit empty
Payout	Cash out any time once past $10	Weekly payouts for completed task work
Platform	macOS (menu-bar app)	Web, worldwide

Different products for different hours

Outlier pays for marginal hours: evenings, weekends, the time between meetings. That's real money at a real hourly rate, but every dollar costs you an hour you didn't have to spend. Public guides put regular (non-expert) work around $12–25 per hour and verified specialist tracks at $35–60, with rare expert projects paying more.

Heka pays for hours that cost you nothing extra — the working day you were going to have anyway. The ceiling per hour is lower, but the hours are free, there's no application, and there's no queue to wait on. That's why the comparison isn't really either/or: they monetize different parts of your day.

The queue problem

The most common complaints about task platforms aren't about pay — they're about access. Onboarding can stall for weeks, projects end abruptly, and task queues empty out while you wait, unpaid. Industry coverage also notes that after Meta's 2025 investment in Scale AI, several large customers reportedly reduced their reliance on Scale, adding uncertainty to Outlier's task volume.

None of that makes Outlier illegitimate — it's one of the largest and most established platforms in the space, and it pays. It just means your income depends on a pipeline you don't control. Heka's supply is your own workday, which doesn't have an empty-queue state.

Where Outlier wins

If you're a specialist — a senior engineer, a doctor, a mathematician — task platforms' expert rates are genuinely good, and an active hour there out-earns a passive hour anywhere. Outlier also works from any browser in most countries, while Heka is a macOS app with waitlist access.

The practical setup many people land on: Heka running through the workday, Outlier (or a similar platform) in the evenings if the rates justify it. Nothing about one excludes the other.

Frequently asked questions

Is Outlier legit?: Yes — Outlier is Scale AI's contributor platform and one of the largest in the space. The common frustrations are structural rather than fraud: onboarding can stall, task queues fluctuate, and support is slow. The work and the pay are real.
How is Heka different from Outlier or Mercor?: Task platforms sell your spare time: you apply, pass assessments, and work through assigned tasks for an hourly rate. Heka skips the application and the task list entirely — it records your normal workday, anonymizes it on your Mac, and pays for that. Outlier monetizes hours you add; Heka monetizes the hours you already work.
Which pays more, Heka or Outlier?: Per active hour, Outlier — task work at $12–60/hr beats any passive stream, if you have the hours and get through the queue. Per extra hour of effort, Heka wins by default: it pays for work you were doing anyway, so any earnings come at zero additional time cost.
Can I use Heka and Outlier together?: Yes, and it's a sensible stack: Heka accrues earnings during your normal Mac workday, while Outlier pays hourly for task sessions you choose to take on in your spare time. They never compete for the same hours.

Sources

Heka pays you for the work you already do on your Mac. Get early access.