Quick comparison
| HireForHumans | Toloka | ||
|---|---|---|---|
| Platform fee | 2.5% flat | ✓ 8× cheaper | ~20% |
| Payout speed | < 1 minute (USDC) | ✓ | 1–30 days (varies by method) |
| Payment method | USDC on Polygon | ✓ Crypto-native | PayPal, bank, mobile wallets |
| Escrow | Smart contract (Polygon) | ✓ Trustless | Off-chain (Toloka holds) |
| KYC required | No (wallet only) | ✓ | Yes (for payouts) |
| API design | Agent-first (CLI + REST) | ✓ | Developer API (project-based) |
| Reputation | Portable on-chain | ✓ | Locked to Toloka |
| Worker access | Global (any wallet) | ✓ | ~130 countries |
| Dispute resolution | Bonded arbitrators | ✓ | Toloka support |
| Physical tasks | Yes | ✓ | No (digital only) |
Why switch from Toloka to HireForHumans
8× lower fees
Toloka charges approximately 20% on tasks. A $100 task costs the requester $120. HireForHumans charges 2.5% on top of the reward. The same $100 task costs $102.50. At scale, the difference is dramatic:
- 100 tasks/day at $10 each: Toloka fees: $6,000/month. HireForHumans fees: $75/month. Save $5,925/month.
- 500 tasks/day at $5 each: Toloka fees: $15,000/month. HireForHumans fees: $187.50/month. Save $14,812.50/month.
Crypto payments vs fiat delays
Toloka pays workers via PayPal, bank transfer, or mobile wallets. Payout times range from instant (in some regions) to 30 days (bank transfers in certain countries). PayPal charges conversion and withdrawal fees that eat into earnings.
HireForHumans pays in USDC on Polygon in under 1 minute, globally. No conversion fees, no withdrawal delays, no minimum payout thresholds. Workers in Lagos receive the same instant payment as workers in London. Read the payout comparison →
Portable reputation vs platform lock-in
Toloka workers build skills and reputation within the platform. If Toloka suspends your account or you choose to leave, your track record disappears. On HireForHumans, your reliability score is tied to your Polygon wallet and recorded on-chain. Take it to any platform that reads on-chain reputation. How portable reputation works →
Physical tasks, not just digital
Toloka is focused on digital microtasks: image labeling, text classification, data validation. HireForHumans handles both digital tasks and physical real-world tasks: photo verification, store audits, delivery confirmation, property inspections. If your agent needs a human to physically go somewhere and verify something, HireForHumans is the option.
When Toloka is still the right choice
- Mature data labeling pipeline: If you have an established Toloka workflow with trained pools, quality control rules, and aggregation settings, migrating may not be worth the effort for digital-only tasks.
- Regional fiat payment preferences: In regions where crypto adoption is low and workers strongly prefer PayPal or local bank transfers, Toloka's fiat payment rails may reduce friction.
- Large requester volume discounts: Toloka offers volume discounts for large enterprise clients. If you're spending $100k+/month on Toloka, your effective fee rate may be lower than the standard 20%.
Cost comparison
| H4H (agent pays) | H4H (worker receives) | Toloka (agent pays) | Toloka (worker receives) | |
|---|---|---|---|---|
| $5 task | $5.13 | $5.00 | $6.25 | $5.00 |
| $50 task | $51.25 | $50.00 | $62.50 | $50.00 |
| $100 task | $102.50 | $100.00 | $125.00 | $100.00 |
| $500 task | $512.50 | $500.00 | $625.00 | $500.00 |
| $1,000 task | $1,025.00 | $1,000.00 | $1,250.00 | $1,000.00 |
Lower fees. Instant payouts. Portable reputation.
Switch from Toloka to HireForHumans. 2.5% fee, USDC in under 1 minute, on-chain escrow.
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Frequently Asked Questions
Can I use both Toloka and HireForHumans?
Yes. They serve different use cases. Toloka for digital data labeling with established pipelines, HireForHumans for physical tasks, crypto payments, and lower fees.
Is HireForHumans available in all Toloka countries?
HireForHumans is available globally to anyone with a Polygon wallet. This covers more countries than Toloka, which restricts access based on payment method availability.
How does quality compare to Toloka?
HireForHumans uses JSON Schema validation for structured outputs and on-chain reputation scoring. For tasks with clear right/wrong outputs, quality is comparable. Toloka's quality control system is more mature for complex multi-step annotation tasks.