VAST Data vs Zibra Labs
Which Infrastructure AI tool is better in 2026?
VAST Data
Unifying software layer for AI infrastructure
Zibra Labs
Distributed Compute for AI
Side-by-side
VAST Data is the more established option (raised $2.4B); pricing is comparable on both sides.
| Metric | VAST Data | Zibra Labs |
|---|---|---|
| Taglinei | Unifying software layer for AI infrastructure | Distributed Compute for AI |
| Foundedi | 2016🏆 | 2026 |
| HQi | US | San Francisco, US |
| Employeesi | 201-500🏆 | 1-10 |
| Neuron scorei | 88🏆 | 44 |
| Total fundingi | $2.4B🏆 | $500K |
| Latest roundi | Series F · Apr 2026 | Seed · Jan 2026 |
| Valuationi | $30B🏆 | — |
| Cheapest paid plani | — | Pricing not disclosed |
| Free plani | ✗ | ✗ |
| Free triali | ✗ | ✗ |
| Top tier pricei | Enterprise · Contact sales | Pricing not disclosed |
| Pricing summaryi | 1 published plans | Pricing not listed |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for VAST Data and Zibra Labs.
| Capability | VAST Data | Zibra Labs |
|---|---|---|
| MCP support | ✓ | ✗ |
| Public API | ✓ | ✗ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | — |
| Free plan | ✗ | ✗ |
| Free trial | ✗ | ✗ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of VAST Data
- Has raised more capital ($2.4B vs $500K)
- Higher Neuron score (88 vs 44)
- More mature (2016)
🔵 Strengths of Zibra Labs
- Newer company (2026)
Which should you choose?
Choose Zibra Labs if price matters most — it starts at Pricing not listed, 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
VAST Data vs Zibra Labs — which is better?
It depends on your priority. VAST Data has raised more capital and is the more established option; Zibra Labs has broader feature depth. See the side-by-side table above.
Is VAST Data cheaper than Zibra Labs?
No — Zibra Labs's cheapest paid plan is Pricing not listed, while VAST Data's is Enterprise · Contact sales.
Do VAST Data and Zibra Labs offer free plans?
VAST Data: Paid only. Zibra Labs: Paid only.
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