Tobiko Data vs VAST Data
Which Data Engineering AI tool is better in 2026?
Tobiko Data
VAST Data
Unifying software layer for AI infrastructure
Side-by-side
VAST Data is the more established option (raised $2.4B); pricing is comparable on both sides.
| Metric | Tobiko Data | VAST Data |
|---|---|---|
| Taglinei | — | Unifying software layer for AI infrastructure |
| Foundedi | 2023 | 2016🏆 |
| HQi | — | US |
| Employeesi | 11-50 | 201-500🏆 |
| Neuron scorei | 68 | 90🏆 |
| Total fundingi | $21.8M | $2.4B🏆 |
| Latest roundi | Seed | Series F · Apr 2026 |
| Valuationi | — | $30B🏆 |
| Cheapest paid plani | Pricing not disclosed | — |
| Free plani | ✓ | ✗ |
| Free triali | ✓ | ✗ |
| Top tier pricei | Pricing not disclosed | Enterprise · Contact sales |
| Pricing summaryi | Free | 1 published plans |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Tobiko Data and VAST Data.
| Capability | Tobiko Data | VAST Data |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✗ | ✗ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | — |
| Free plan | ✓ | ✗ |
| Free trial | ✓ | ✗ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Tobiko Data
- Offers a free plan
- Offers a free trial
- Newer company (2023)
🔵 Strengths of VAST Data
- Has raised more capital ($2.4B vs $21.8M)
- Higher Neuron score (90 vs 68)
- More mature (2016)
Which should you choose?
Choose VAST Data if price matters most — it starts at Enterprise · Contact sales, 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 VAST Data if you want the most established option — it has raised $2.4B, 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
Tobiko Data vs VAST Data — which is better?
It depends on your priority. Tobiko Data is the leaner option; VAST Data has broader feature depth. See the side-by-side table above.
Is Tobiko Data cheaper than VAST Data?
No — VAST Data's cheapest paid plan is Enterprise · Contact sales, while Tobiko Data's is Free.
Do Tobiko Data and VAST Data offer free plans?
Tobiko Data: Yes, has a free plan. VAST Data: Paid only.
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