All setup guidesCHOOSE THE WAY YOU WANT TO WORK
ModelPilot or Modal?
Start with the result you need, the control you want and the setup you are comfortable doing. A lower hourly rate does not necessarily mean a cheaper finished result.
MODELPILOT
A prepared workspace, with controls together
Choose a configured model or bring a ComfyUI workflow. Review dependencies and hardware, then manage the workspace, tools, balance and storage from your account. Studio provides a separate guided path for its available tasks.
You still review the workflow, inspect the result and stop compute when finished. Custom dependencies and artistic quality are not guaranteed by a catalogue entry or dependency check.
ALTERNATIVE
Modal
Python functions and container environments for cloud workloads, including GPUs.
Useful when you want to build and control the workload in code.
Compare the whole job, not just the headline price
- Use the same input, workflow, output size and acceptable quality when comparing options.
- For a workspace, include model download, startup, rendering and idle time until Stop succeeds.
- For an API, check the model’s request or runtime billing, failed-request rules and dedicated-capacity settings.
- Check storage, your maximum charge and what happens if capacity is unavailable.
Guide checked October 25, 2026. Provider terms and capacity can change. No claim of lowest price, fastest generation or better output is made here.