Onehouse vs Toloka
Which Data Engineering AI tool is better in 2026?
Onehouse
Fully managed universal data lakehouse built on Apache Hudi, Iceberg and Delta Lake
Toloka
Amsterdam-based AI data partner that supplies high-quality, human-generated data to train and
Side-by-side
Toloka is the more established option (raised $72M); pricing is comparable on both sides.
| Metric | Onehouse | Toloka |
|---|---|---|
| Taglinei | Fully managed universal data lakehouse built on Apache Hudi, Iceberg and Delta Lake | Amsterdam-based AI data partner that supplies high-quality, human-generated data to train and |
| Foundedi | 2021 | 2014🏆 |
| HQi | Sunnyvale, United States | — |
| Employeesi | 51-200🏆 | 11-50 |
| Neuron scorei | 69🏆 | 43 |
| Total fundingi | $68M | $72M🏆 |
| Latest roundi | Series B · Jun 2024 | Strategic Investment |
| Valuationi | — | — |
| Cheapest paid plani | Pricing not disclosed | Pricing not disclosed |
| Free plani | ✓ | ✓ |
| Free triali | ✓ | ✓ |
| Top tier pricei | Pricing not disclosed | Pricing not disclosed |
| Pricing summaryi | Enterprise · Contact sales | Free |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Onehouse and Toloka.
| Capability | Onehouse | Toloka |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✓ | ✗ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | — |
| Free plan | ✓ | ✓ |
| Free trial | ✓ | ✓ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Onehouse
- Higher Neuron score (69 vs 43)
- Newer company (2021)
🔵 Strengths of Toloka
- Has raised more capital ($72M vs $68M)
- More mature (2014)
Which should you choose?
Choose Toloka if price matters most — it starts at Free, which is friendlier for teams watching burn. Both AI Data Engineering tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose Toloka if you want the most established option — it has raised $72M, suggesting more runway for enterprise features, support, and long-term roadmap. For mission-critical workflows or larger teams, that stability often outweighs a lower monthly price.
Frequently asked questions
Onehouse vs Toloka — which is better?
It depends on your priority. Onehouse is the leaner option; Toloka has broader feature depth. See the side-by-side table above.
Is Onehouse cheaper than Toloka?
No — Toloka's cheapest paid plan is Free, while Onehouse's is Enterprise · Contact sales.
Do Onehouse and Toloka offer free plans?
Onehouse: Yes, has a free plan. Toloka: Yes, has a free plan.
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