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Head to head · 2026

GPUX vs Modal

Pricing, free plans, ratings, features, pros and cons, side by side. Where one comes out ahead, we mark it.

GPUX

Serverless GPU inference with a 1-second cold start - run StableDiffusionXL, Whisper or your own private…

3.5$0.2/mo

Visit GPUX (opens GPUX in a new tab)

Modal

Serverless cloud platform for running AI workloads, with GPU inference, fine-tuning and training, sandboxes for agents,…

4.5Free

Visit Modal (opens Modal in a new tab)

Who comes out ahead

Based only on the facts in our directory. The right pick still depends on the job you need done.

  • Lower starting price

    Not comparable

    Not comparable: Modal does not list a price

  • Free plan

    Modal

    Only Modal has one

  • Higher rating

    Modal

    3.5 against 4.5

  • Same job?

    Yes

    Both are AI Infrastructure & Agent Tooling tools

Side by side

Compared onGPUXModal
Our rating3.54.5Better
Starts at$0.2/moFree
Free planNoYesBetter
CategoryAI Infrastructure & Agent ToolingAI Infrastructure & Agent Tooling
PlansFrom $0.2/moFree
Key features
  • Serverless GPU inference with a 1-second cold start
  • Support for StableDiffusionXL, ESRGAN, Whisper, and custom LLMs
  • ReadWrite Volumes for persistent inference data
  • Option to resell private model access to other organizations
  • Reported 50-90% cost reduction over always-on GPU infrastructure
  • Serverless GPU inference with OpenAI-compatible endpoints
  • Fine-tuning, LoRA and reinforcement learning on GPUs with fast start times
  • Sandboxes for coding agents and untrusted code
  • Multi-node GPU clusters with RDMA
  • Batch jobs and HTTPS gateways that scale to zero
Pros
  • 1-second cold start solves the main practical drawback of serverless GPU inference
  • Low entry pricing ($0.2/hour) with significant reported cost savings
  • Private model monetization option turns internal tools into revenue
  • $30 of free compute each month on the Starter plan
  • No charge for idle machines
  • Startup and academic credit programs
Cons
  • Requires technical setup - built for developers, not a no-code end-user tool
  • Cost savings depend heavily on actual usage patterns versus always-on alternatives
  • Model support, while broad, doesn't cover every possible AI architecture
  • Per-second pricing needs estimating for real workloads
  • Shared Endpoint tokens are billed from the first request
  • Scale figures are the company's own
CompanyGPUXModal Labs

Prices come from each vendor's pricing page, last checked 20261012. Check the vendor before you buy.

FAQ

Questions people ask

Is GPUX better than Modal?

In our reviews GPUX scores 3.5 and Modal scores 4.5. The better pick depends on the job. GPUX: Serverless GPU inference with a 1-second cold start - run StableDiffusionXL, Whisper or your own private model in the cloud from $0.2/hour, no infrastructure to manage. Modal: Serverless cloud platform for running AI workloads, with GPU inference, fine-tuning and training, sandboxes for agents, batch jobs and multi-node clusters, billed per second with $30 of free compute a month.

Which is cheaper, GPUX or Modal?

GPUX: from $0.2/mo. Modal: free.

Do GPUX and Modal have free plans?

Only Modal has a free plan.

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