Modal vs NVIDIA DGX Cloud: Complete Comparison (2026)
An in-depth comparison of Modal and NVIDIA DGX Cloud to help you choose the right tool for your business.
Last updated: November 2026
Modal
6.7/10
Modal is a serverless cloud platform that runs Python code on GPUs and CPUs with per-second billing, aimed at teams building and serving AI applications.
NVIDIA DGX Cloud
5.9/10
A managed AI training and inference platform on NVIDIA GPU clusters hosted with major clouds and NVIDIA Cloud Partners. It is aimed at enterprises and AI developers.
Feature-by-Feature Comparison
| Feature | | |
|---|---|---|
| Scores | ||
| Overall Rating | 6.7/10 | 5.9/10 |
| Integration | 6/10 | 7/10 |
| Analytics | 6/10 | 5/10 |
| Customization | 7/10 | 6/10 |
| Ease of Use | 8/10 | 5/10 |
| Support | 6/10 | 8/10 |
| Cost | 5/10 | 3/10 |
| Scalability | 9/10 | 9/10 |
| Security | 7/10 | 7/10 |
| Pricing | ||
| Free plan | Yes | No |
| Cheapest paid plan | $250/mo Team | Contact for pricing |
| Estimated cost for 10 users | $250/mo Team | Contact for pricing |
| Features | ||
| API and CLI | ||
| Managed WordPress | Not listed | |
| Multiple Regions | ||
| Object Storage | Not listed | |
| Serverless Functions | ||
| Dedicated Servers | Not listed | |
| Cloud Compute | ||
| Shared Hosting | Not listed | |
Modal vs NVIDIA DGX Cloud cost by team size
| Team size | Modal | NVIDIA DGX Cloud |
|---|---|---|
| 1 user | FreeStarter | Contact for pricing |
| 5 users | $250/moTeam | Contact for pricing |
| 10 users | $250/moTeam | Contact for pricing |
| 25 users | $250/moTeam | Contact for pricing |
| 50 users | $250/moTeam | Contact for pricing |
The plan that fits each team size, billed monthly, before add-ons and usage charges. Each cost opens that tool's pricing calculator for the team size.
Which One Should You Choose?
Why choose Modal
- Has a free plan (NVIDIA DGX Cloud does not)
- Higher Ease of Use score (8/10 vs 5/10)
- Higher Cost score (5/10 vs 3/10)
- Better fit for startups (9/10 vs 5/10)
- Better fit for developers (9/10 vs 7/10)
Why choose NVIDIA DGX Cloud
- Higher Support score (8/10 vs 6/10)
- Higher Integration score (7/10 vs 6/10)
- Better fit for enterprise (9/10 vs 7/10)
Pros & Cons
Modal
Pros
- GPUs from the T4 up to the B300 are available without quota requests or reservations, and workloads can burst to thousands of containers.
- Per-second billing and scale-to-zero mean idle bursty inference workloads cost nothing.
- Python developers define infrastructure in code and deploy with a single CLI command, with no Kubernetes or Dockerfiles needed.
- The free Starter plan includes $30 a month of compute, and startup and academic credit programs are available.
- Sandboxes support large numbers of concurrent isolated environments for AI agents and untrusted code.
Cons
- Always-on or steady workloads can cost more than reserved GPU rentals from providers such as RunPod or Lambda.
- Containers stay billable for 60 seconds after the last request by default, and keep-warm settings are a common source of bill surprises.
- Region pinning raises prices by 1.15 to 1.75 times, and non-preemptible execution by 3 times.
- SSO, audit logs, and HIPAA support are limited to the custom-priced Enterprise plan.
- Credits from AWS, GCP, or Azure cannot be applied to Modal usage.
NVIDIA DGX Cloud
Pros
- Clusters are co-engineered with each major cloud (AWS, Google Cloud, Azure, OCI) and come with NVIDIA's full software stack.
- Customers get access to NVIDIA experts, which is rare among GPU cloud providers.
- Lepton gives a single workflow across many GPU providers, with region choice for data sovereignty.
- Through build.nvidia.com, developers can use prebuilt NIM microservices and serverless endpoints without managing clusters.
Cons
- NVIDIA publishes no prices, and the core service requires a negotiated private offer.
- Review-site summaries repeatedly describe the pricing as expensive.
- Press reports say NVIDIA has scaled back DGX Cloud as a hyperscaler rival, so its direction is uncertain.
- Lepton access requires an application, and NVIDIA controls the allocation layer between you and the partner providers.
Not sold on either?
Frequently Asked Questions
Modal scores higher on our AI Software criteria: 6.7/10 against 5.9/10 for NVIDIA DGX Cloud. The largest gap is in Ease of Use: 8/10 for Modal and 5/10 for NVIDIA DGX Cloud.
Modal has a free plan; NVIDIA DGX Cloud does not list one.
Modal is the better fit for startups: we rate it 9/10 for them, against 5/10 for NVIDIA DGX Cloud.
