IBM Cloud vs Modal: Complete Comparison (2026)
An in-depth comparison of IBM Cloud and Modal to help you choose the right tool for your business.
Last updated: November 2026

IBM Cloud
6.3/10
IBM's public cloud platform offering virtual and bare metal servers, managed Kubernetes and OpenShift, storage, databases and watsonx AI for enterprise hybrid cloud workloads.

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.
Feature-by-Feature Comparison
| Feature | ![]() | ![]() |
|---|---|---|
| Scores | ||
| Overall Rating | 6.3/10 | 6.7/10 |
| Analytics | 6/10 | 6/10 |
| Cost | 5/10 | 5/10 |
| Customization | 8/10 | 7/10 |
| Ease of Use | 4/10 | 8/10 |
| Integration | 7/10 | 6/10 |
| Scalability | 8/10 | 9/10 |
| Security | 8/10 | 7/10 |
| Support | 5/10 | 6/10 |
| Pricing | ||
| Free plan | Yes | Yes |
| Cheapest paid plan | Contact for pricing | $250/mo Team |
| Estimated cost for 10 users | Free Lite / Free | $250/mo Team |
| Features | ||
| API and CLI | ||
| Managed Databases | Not listed | |
| Multiple Regions | ||
| Object Storage | ||
| Serverless Functions | ||
| Managed Kubernetes | Not listed | |
| Dedicated Servers | ||
| Cloud Compute | ||
| Automatic Backups | Not listed | |
| Managed WordPress | Not listed | |
| Shared Hosting | Not listed | |
IBM Cloud vs Modal cost by team size
IBM Cloud and Modal cost the same at 1 user; IBM Cloud costs less from 5 users.
| Team size | IBM Cloud | Modal |
|---|---|---|
| 1 user | FreeLite / Free | FreeStarter |
| 5 users | FreeLite / Free | $250/moTeam |
| 10 users | FreeLite / Free | $250/moTeam |
| 25 users | FreeLite / Free | $250/moTeam |
| 50 users | FreeLite / Free | $250/moTeam |
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 IBM Cloud

- Lower estimated cost for 10 users: Free vs $250/mo
- Higher Customization score (8/10 vs 7/10)
- Higher Integration score (7/10 vs 6/10)
- Better fit for enterprise (9/10 vs 7/10)
- Includes Dedicated Servers, which Modal lacks
Why choose Modal

- Higher Ease of Use score (8/10 vs 4/10)
- Higher Scalability score (9/10 vs 8/10)
- Better fit for startups (9/10 vs 4/10)
Pros & Cons
IBM Cloud

Pros
- The One Rate Object Storage plan bundles egress and API calls into one charge starting at 10 USD per TB per month.
- Tight integration with Red Hat OpenShift, and IBM manages the Kubernetes master, version updates and the host OS.
- Unusual compute options, including bare metal and IBM Power Virtual Server, suit legacy enterprise workloads.
- Large promotional credits are available, including 1,000 USD for bare metal or VPC and 2,500 USD for Power Virtual Server.
- Reviewers consistently cite security and compliance as strengths.
Cons
- A Gartner reviewer criticised the portal's response time, and others describe the platform as complex for new administrators.
- Public feedback cites friction with billing, procurement and account administration.
- Some reviewers report support that is slow or fragmented across IBM's large organization.
- Most service prices come from the catalog estimator rather than a public price list.
- Its market position and third-party ecosystem are smaller than those of AWS, Azure and Google Cloud.
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.
Not sold on either?
Frequently Asked Questions
Modal scores higher on our AI Software criteria: 6.7/10 against 6.3/10 for IBM Cloud. The largest gap is in Ease of Use: 4/10 for IBM Cloud and 8/10 for Modal.
IBM Cloud costs less for 10 users: free on its Lite / Free plan, against about $250/mo on its Team plan for Modal, billed monthly.
Yes, both IBM Cloud and Modal have a free plan.
Modal is the better fit for startups: we rate it 9/10 for them, against 4/10 for IBM Cloud.
IBM Cloud has Dedicated Servers, which Modal lacks.





