GMI Cloud vs VAST Data
Which Developer Tools AI tool is better in 2026?
GMI Cloud
AI-native inference cloud built for production AI workloads on H100, H200 and Blackwell GPUs.
VAST Data
Unifying software layer for AI infrastructure
Side-by-side
VAST Data is the more established option (raised $2.4B), but GMI Cloud is cheaper to start.
| Metric | GMI Cloud | VAST Data |
|---|---|---|
| Taglinei | AI-native inference cloud built for production AI workloads on H100, H200 and Blackwell GPUs. | Unifying software layer for AI infrastructure |
| Foundedi | 2021 | 2016🏆 |
| HQi | San Jose, US | US |
| Employeesi | 51-200🏆 | 201-500 |
| Neuron scorei | 56 | 88🏆 |
| Total fundingi | $82M | $2.4B🏆 |
| Latest roundi | Series A · Oct 2024 | Series F · Apr 2026 |
| Valuationi | — | $30B🏆 |
| Cheapest paid plani | —🏆 | — |
| Free plani | ✗ | ✗ |
| Free triali | ✗ | ✗ |
| Top tier pricei | NVIDIA Blackwell · Contact sales | Enterprise · Contact sales |
| Pricing summaryi | 3 published plans | 1 published plans |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for GMI Cloud and VAST Data.
| Capability | GMI Cloud | VAST Data |
|---|---|---|
| MCP support | ✗ | ✓ |
| Public API | ✓ | ✓ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | — |
| Free plan | ✗ | ✗ |
| Free trial | ✗ | ✗ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of GMI Cloud
- Lower starting price ($2/mo)
- Newer company (2021)
🔵 Strengths of VAST Data
- Has raised more capital ($2.4B vs $82M)
- Higher Neuron score (88 vs 56)
- More mature (2016)
Which should you choose?
Choose GMI Cloud if price matters most — it starts at Usage · From $2/mo, which is friendlier for teams watching burn. Both AI Developer Tools 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
GMI Cloud vs VAST Data — which is better?
It depends on your priority. GMI Cloud is the leaner option; VAST Data has broader feature depth. See the side-by-side table above.
Is GMI Cloud cheaper than VAST Data?
Yes — GMI Cloud's cheapest paid plan is Usage · From $2/mo, while VAST Data's is Enterprise · Contact sales.
Do GMI Cloud and VAST Data offer free plans?
GMI Cloud: Paid only. VAST Data: Paid only.
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