Production AI Runtime for ComfyUI on RunPod

Your Workflows.
Your API.
Your Cost Control.

Run production-ready ComfyUI workflows in your own RunPod account — with full control over infrastructure, data and operating costs.

Comfy Rail deployment journey A continuous rail connects the demo request to a maintained runtime and a generated output. 01Request Demo 02 · DEPLOY RUNTIME 03 · GENERATE

Production value

01

Ready to deploy

Start with a maintained runtime built around working production workflows.

02

Maintained over time

Receive versioned releases, documented changes and a stable integration contract.

03

Stable in production

Run verified runtime images in infrastructure and data paths you control.

Three specialised runtimes.

Bring the workflows your product already depends on. Comfy Rail packages the production runtime around them.

01 · GENERATE

Generate at Speed

Run production-ready ComfyUI generation workflows without rebuilding your infrastructure.

02 · EDIT

Edit Without Limits

Deploy advanced editing workflows with the models and custom nodes your product depends on.

03 · UPSCALE

Upscale for Production

Process demanding, high-resolution outputs with a runtime built for production workloads.

Run on the latest,
fastest hardware.

Deploy in your own RunPod account and choose the infrastructure profile that fits each workload.

RunPod infrastructure is billed separately through your own account. View current RunPod pricing.

01

Your Infrastructure

02

Your Data

03

Your Workflows

04

Your Costs

From working workflow
to production runtime.

  1. 01

    Bring your workflows

    Start with existing ComfyUI workflows that already produce the result your product needs.

  2. 02

    Deploy the runtime

    Launch the maintained runtime in your own RunPod account.

  3. 03

    Connect your API

    Integrate the documented contract with your SaaS, storage and product backend.

  4. 04

    Scale on demand

    Choose and scale infrastructure for the workload you actually run.

For teams already building with ComfyUI.

A strong fit

Working workflows, a SaaS or API product, a technical owner, and a preference for infrastructure, data and cost control.

Not the product

General workflow creation, basic installation help, a managed black-box API, or redistribution of runtime images.

What stays in your control?

Do you host the API for us?

No. You deploy in your own RunPod account and connect the documented API to your own product.

Do we need working ComfyUI workflows?

Yes. Comfy Rail productionises existing workflows; it is not a general workflow-development service.

What is included?

Generate, Edit and Upscale runtimes, versioned releases, deployment documentation, API Contract v1, reference integration material and onboarding within the defined support boundary.

Who pays for the GPU infrastructure?

RunPod bills your account directly. Actual cost depends on workload, hardware choice, usage and current RunPod pricing.

Bring your workflows.
We will show you the path.

No workflow files or secrets are required for the first conversation.

Request a Demo