Modal vs Runpod: Complete Comparison (2026)
An in-depth comparison of Modal and Runpod 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.
Runpod
6.8/10
Runpod is a GPU cloud for AI teams, offering per-second GPU pods, autoscaling serverless inference endpoints, and multi-node instant clusters.
Feature-by-Feature Comparison
| Feature | | |
|---|---|---|
| Scores | ||
| Overall Rating | 6.7/10 | 6.8/10 |
| Integration | 6/10 | 6/10 |
| Analytics | 6/10 | 5/10 |
| Customization | 7/10 | 8/10 |
| Ease of Use | 8/10 | 7/10 |
| Support | 6/10 | 4/10 |
| Cost | 5/10 | 8/10 |
| Scalability | 9/10 | 8/10 |
| 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 | ||
| Multiple Regions | ||
| Object Storage | Not listed | |
| Serverless Functions | ||
| Dedicated Servers | Not listed | |
| Cloud Compute | ||
| Shared Hosting | ||
| Uptime SLA | Not listed | |
| Git Deployments | Not listed | |
Modal vs Runpod cost by team size
| Team size | Modal | Runpod |
|---|---|---|
| 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 (Runpod does not)
- Higher Support score (6/10 vs 4/10)
- Higher Analytics score (6/10 vs 5/10)
Why choose Runpod
- Higher Cost score (8/10 vs 5/10)
- Higher Customization score (8/10 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.
Runpod
Pros
- Per-second billing with no ingress or egress fees keeps short experiments cheap.
- Community Cloud GPUs cost far less than hyperscalers, for example an RTX 4090 at $0.34 per hour.
- Serverless endpoints scale to zero, so spiky inference traffic costs nothing when idle.
- A wide catalogue of more than 30 GPU models, including B200 and B300, across 31 regions.
- Secure Cloud is backed by SOC 2 Type II and ISO 27001 compliance.
Cons
- Community Cloud machines can drop out mid-job, and some users report pods that crash while billing continues.
- GPU availability fluctuates, and listed GPUs can disappear before you launch.
- Standard accounts have no published support response times or uptime SLA, and the SLA is limited to enterprise contracts.
- Stopped pods pay double for volume disk, and deposited credits are non-refundable.
- Serverless assumes Docker knowledge, and network volumes are tied to a single region.
Not sold on either?
Frequently Asked Questions
Runpod scores higher on our AI Software criteria: 6.8/10 against 6.7/10 for Modal. The largest gap is in Cost: 5/10 for Modal and 8/10 for Runpod.
Modal has a free plan; Runpod does not list one.
