Hub.xyz vs VAST Data
Which Infrastructure AI tool is better in 2026?
Hub.xyz
Distributed API that delivers real-world multimodal training data to AI labs in under two minutes.
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 | Hub.xyz | VAST Data |
|---|---|---|
| Taglinei | Distributed API that delivers real-world multimodal training data to AI labs in under two minutes. | Unifying software layer for AI infrastructure |
| Foundedi | 2024 | 2016🏆 |
| HQi | Palo Alto, US | US |
| Employeesi | — | 201-500🏆 |
| Neuron scorei | 58 | 90🏆 |
| Total fundingi | $1.7M | $2.4B🏆 |
| Latest roundi | Seed · Sep 2025 | 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 | Contact-sales | 1 published plans |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Hub.xyz and VAST Data.
| Capability | Hub.xyz | VAST Data |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✗ | ✗ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | — |
| Free plan | ✗ | ✗ |
| Free trial | ✗ | ✗ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Hub.xyz
- Newer company (2024)
🔵 Strengths of VAST Data
- Has raised more capital ($2.4B vs $1.7M)
- Higher Neuron score (90 vs 58)
- 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 Infrastructure 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
Hub.xyz vs VAST Data — which is better?
It depends on your priority. Hub.xyz is the leaner option; VAST Data has broader feature depth. See the side-by-side table above.
Is Hub.xyz cheaper than VAST Data?
No — VAST Data's cheapest paid plan is Enterprise · Contact sales, while Hub.xyz's is Contact-sales.
Do Hub.xyz and VAST Data offer free plans?
Hub.xyz: Paid only. VAST Data: Paid only.
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