alternatives · toloka
Rapidata vs Toloka
Toloka prices each project after clarifying the setup. Rapidata has a list price: 2,000 prompt pairs with 10 votes each is 20,000 responses for $80, back within minutes.
- $4per 1,000 responses
- 300,000+responses per hour
- 190+countries
01fit
Best for / not for
Rapidata is best for
- Building diverse datasets: labels and preferences from thousands of different people, not a small annotation team.
- Real RLHF: direct human feedback in the training loop at GPU speed, not a reward model imitating people.
- Choosing a release candidate: private leaderboards that rank your checkpoints on each criterion separately, such as prompt alignment, aesthetics and style.
Rapidata is not for
- Expert or long-form data: SFT demonstrations, reasoning traces, specialist review.
- Projects that mix general annotators and domain experts with one vendor.
- Teams that want a vendor to scope the setup before quoting.
02at a glance
Side by side
| Rapidata | Toloka | |
|---|---|---|
| What it is | An API: you send data and an instruction to people worldwide and get answers within seconds. | Data solutions “integrating human expertise and technology to accelerate AI development”, with an expert network and a crowdsourcing platform.source: toloka.ai |
| Price | $4 per 1,000 responses, listed on the pricing page. | “Project price is calculated transparently after clarifying the setup based on the project’s needs.” No minimums or contracts.source: toloka.ai/crowdsourcing-platform |
| Turnaround | Over 300,000 responses per hour, so a 20,000-response job finishes in minutes. | Not published on toloka.ai. |
FAQ
How much does Toloka cost compared with Rapidata?
Toloka calculates each project's price after clarifying the setup, with no minimums or contracts. Rapidata lists $4 per 1,000 responses, so 20,000 responses cost $80 before you talk to anyone.
Sources
Competitor facts were last checked against these pages on 2026-11-06.