Ready to deploy
Start with a maintained runtime built around working production workflows.
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.
Your Workflow / App
WORKFLOW · PROMPT · API
Technical Fit
SET ONCE · BEFORE FIRST RUN
Deploy Runtime
VERSIONED · VERIFIED · MAINTAINED
Generate
WORKFLOW · GPU · RESULT
Return Output
YOUR APP · API · WEB SERVICE
Production value
Maintained over time
Receive versioned releases, documented changes and a stable integration contract.
Stable in production
Run verified runtime images in infrastructure and data paths you control.
One maintained production stack
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.
RunPod Serverless, in your account
Scale when needed.
Stop when idle.
Deploy Comfy Rail as a RunPod Serverless endpoint in your own account. Flex workers can scale to zero when idle, while you choose the supported deployment location and keep control of the endpoint configuration and billing.
RunPod bills Flex workers per second while they initialize and run. Configured idle timeout and storage are billed separately. See how Serverless billing works.
Scale to Zero
Flex workers can scale down completely when idle.
Pay Per Second
Compute is billed while workers initialize and run.
Choose Location
Select from supported RunPod data centers for your endpoint.
Direct Data Path
Your app calls the endpoint in your RunPod account, without a Comfy Rail-hosted inference proxy.
RunPod remains the cloud provider and data processor. Data protection depends on your selected location, storage, DPA and application configuration.
How it works
From working workflow
to production runtime.
- 01
Bring your workflows
Start with existing ComfyUI workflows that already produce the result your product needs.
- 02
Deploy the runtime
Launch the maintained runtime in your own RunPod account.
- 03
Connect your API
Integrate the documented contract with your SaaS, storage and product backend.
- 04
Scale on demand
Use Flex workers that can scale down completely when idle.
Built for a clear use case
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.
FAQ
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. Flex workers are billed per second while they initialize and run; configured idle timeout, storage, hardware choice and usage also affect the total cost.
Your path to production
Bring your workflows.
We will show you the path.
No workflow files or secrets are required for the first conversation.
Request a Demo