Databricks vs GMI Cloud
Which Infrastructure AI tool is better in 2026?
Databricks
The data + AI company
GMI Cloud
AI-native inference cloud built for production AI workloads on H100, H200 and Blackwell GPUs.
Side-by-side
Databricks is the more established option (raised $5.6B), but GMI Cloud is cheaper to start.
| Metric | Databricks | GMI Cloud |
|---|---|---|
| Taglinei | The data + AI company | AI-native inference cloud built for production AI workloads on H100, H200 and Blackwell GPUs. |
| Foundedi | 2013🏆 | 2021 |
| HQi | San Francisco, US | San Jose, US |
| Employeesi | 8000+🏆 | 51-200 |
| Neuron scorei | 95🏆 | 56 |
| Total fundingi | $5.6B🏆 | $82M |
| Latest roundi | Series L · Dec 2025 | Series A · Oct 2024 |
| Valuationi | $134B🏆 | — |
| Cheapest paid plani | — | —🏆 |
| Free plani | ✗ | ✗ |
| Free triali | ✓ | ✗ |
| Top tier pricei | Committed Use Plan · Contact sales | NVIDIA Blackwell · Contact sales |
| Pricing summaryi | 3 published plans | 3 published plans |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Databricks and GMI Cloud.
| Capability | Databricks | GMI Cloud |
|---|---|---|
| MCP support | ✓ | ✗ |
| Public API | ✓ | ✓ |
| Webhooks | ✓ | ✗ |
| OAuth 2.0 | ✓ | ✗ |
| SDK languages | 6 (Python, Java, R, Scala…) | — |
| Free plan | ✗ | ✗ |
| Free trial | ✓ | ✗ |
| Verified | ✓ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Databricks
- Has raised more capital ($5.6B vs $82M)
- Higher Neuron score (95 vs 56)
- Offers a free trial
- More mature (2013)
🔵 Strengths of GMI Cloud
- Lower starting price ($2/mo)
- Newer company (2021)
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 Infrastructure tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose Databricks if you want the most established option — it has raised $5.6B, 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
Databricks vs GMI Cloud — which is better?
It depends on your priority. Databricks has raised more capital and is the more established option; GMI Cloud is cheaper to start. See the side-by-side table above.
Is Databricks cheaper than GMI Cloud?
No — GMI Cloud's cheapest paid plan is Usage · From $2/mo, while Databricks's is Enterprise · Contact sales.
Do Databricks and GMI Cloud offer free plans?
Databricks: Free trial only. GMI Cloud: Paid only.
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