GMI Cloud vs Modal
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.
Modal
High-performance AI infrastructure with sub-second cold starts and instant autoscaling.
Side-by-side
Modal leads on both fronts — more capital raised ($442M) and a lower entry price than GMI Cloud.
| Metric | GMI Cloud | Modal |
|---|---|---|
| Taglinei | 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. |
| Foundedi | 2021 | 2021 |
| HQi | San Jose, US | New York, US |
| Employeesi | 51-200 | 51-200🏆 |
| Neuron scorei | 57 | 68🏆 |
| Total fundingi | $82M | $442M🏆 |
| Latest roundi | Series A · Oct 2024 | Series C · May 2026 |
| Valuationi | — | $4.7B🏆 |
| Cheapest paid plani | — | Pricing not disclosed🏆 |
| Free plani | ✓ Minimax-M3 | ✗ |
| Free triali | ✗ | ✗ |
| Top tier pricei | NVIDIA Blackwell · Contact sales | Pricing not disclosed |
| Pricing summaryi | 15 published plans | Freemium |
| Categoriesi |
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 | — | 1 (python) |
| Free plan | ✓ | ✗ |
| Free trial | ✗ | ✗ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of GMI Cloud
- Offers a free plan
🔵 Strengths of Modal
- Has raised more capital ($442M vs $82M)
- Higher Neuron score (68 vs 57)
Which should you choose?
Choose Modal if price matters most — it starts at Freemium, 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 Modal if you want the most established option — it has raised $442M, 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 is cheaper to start. See the side-by-side table above.
Is GMI Cloud cheaper than Modal?
No — Modal's cheapest paid plan is Freemium, while GMI Cloud's is Free.
Do GMI Cloud and Modal offer free plans?
GMI Cloud: Yes, has a free plan. Modal: Paid only.
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