GMI Cloud vs Modal
Which Developer Platforms AI tool is better in 2026?
GMI Cloud
AI-native inference cloud built for production AI workloads on H100, H200 and Blackwell GPUs.
Modal
High-performance AI infrastructure with sub-second cold starts and instant autoscaling.
Side-by-side
| GMI Cloud | Modal | |
|---|---|---|
| Tagline | AI-native inference cloud built for production AI workloads on H100, H200 and Blackwell GPUs. | High-performance AI infrastructure with sub-second cold starts and instant autoscaling. |
| Founded | 2021 | 2021 |
| HQ | San Jose, US | New York, US |
| Employees | 51-200 | 51-200 |
| Total funding | $82M | $111M |
| Latest round | Series A · Oct 2024 | series-b |
| Valuation | — | $1.1B |
| Cheapest paid plan | — | Team · $250/mo |
| Free plan | ✗ | ✓ Starter |
| Free trial | ✗ | ✗ |
| Top tier price | NVIDIA Blackwell · Contact sales | Team · $250/mo |
| Pricing summary | 3 published plans | 3 published plans |
| Categories |
Capability matrix
Developer-facing capabilities and access signals for GMI Cloud and Modal.
| Capability | GMI Cloud | Modal |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✓ | ✗ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | 3 (Python, JavaScript, Go) |
| Free plan | ✗ | ✓ |
| Free trial | ✗ | ✗ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of GMI Cloud
- Strong in AI Developer Platforms
🔵 Strengths of Modal
- Has raised more capital ($111M vs $82M)
- Higher Neuron score (75 vs 53)
Which should you choose?
Choose Modal if price matters most — it starts at Freemium, which is friendlier for teams watching burn. Both AI Developer Platforms tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose Modal if you want the most established option — it has raised $111M, 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 Modal — which is better?
It depends on your priority. GMI Cloud is the leaner option; Modal has broader feature depth. See the side-by-side table above.
Is GMI Cloud cheaper than Modal?
Yes — GMI Cloud's cheapest paid plan is Usage · From $2/mo, while Modal's is Team · $250/mo.
Do GMI Cloud and Modal offer free plans?
GMI Cloud: Paid only. Modal: Yes, has a free plan.
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