ComfyUI vs Invoke
Which should you use? A side-by-side look at what each one does, who it suits, what it costs, how hard it is to set up, and where each falls short.
AI tool · Open source
An open-source node-based interface for building image and video generation pipelines with open models.
AI tool · Open source
A professional canvas for generating and editing images with open models, available locally or for teams in the cloud.
Our verdict
ComfyUI and Invoke both generate images with open models and are free and open source, but they suit different working styles. ComfyUI is built around node graphs, where you wire steps together like a flowchart, which gives maximum flexibility for custom pipelines but has a steeper learning curve. Invoke is a canvas-based editor that feels more like a traditional art tool, with layers and regional control, and it also offers a cloud option for teams.
Pick ComfyUI if you want to build custom generation pipelines with node graphs and are comfortable with a technical, flowchart-style interface.
Pick Invoke if you prefer working on a canvas with layers and want an artist-friendly tool, especially if you are part of a studio or team.
| Key difference | ComfyUI | Invoke |
|---|---|---|
| Interface | Node graph workflows; intimidating for newcomers | Unified canvas with layers; more artist-friendly |
| Best at | Advanced custom pipelines and running open models locally | Canvas control for artists and studios using open models |
| Platforms | Windows, macOS, Linux; desktop app and cloud | Windows, macOS, Linux, and web |
| Price | Open source | Open source; community edition available |
| Hardware note | Custom nodes can carry security risks | Local use needs a decent GPU |
Written with AI from both products' catalogue entries · updated 2026-10-29
Who each one is for
Choose ComfyUI if you need…
- Advanced custom pipelines
- Running open models locally
Choose Invoke if you need…
- Artists wanting canvas control
- Studios using open models
Side-by-side
| ComfyUI | Invoke | |
|---|---|---|
| Type | Image generation · Local & open tools | Image generation · Local & open tools |
| Price | Open source | Open source |
| Platforms | Windows, macOS, Linux | Windows, macOS, Linux, Web |
| Works with | — | — |
| Hands-on tested by us | Not yet | Not yet |
| Last checked | 2026-10-29 | 2026-10-29 |
What each one is
ComfyUI
An open-source node-based interface for building image and video generation pipelines with open models. The most flexible tool for open models. Node graphs are intimidating, and custom nodes can carry security risks.
Invoke
A professional canvas for generating and editing images with open models, available locally or for teams in the cloud. More artist-friendly than node tools. Local use needs a decent GPU.
Best for
ComfyUI
- Advanced custom pipelines
- Running open models locally
Invoke
- Artists wanting canvas control
- Studios using open models
Strengths
ComfyUI
- Node graph workflows
- Supports most open image and video models
- Huge custom-node ecosystem
- Desktop app and cloud
Invoke
- Unified canvas with layers
- Regional prompting and control
- Model training
- Open-source community edition
Frequently asked questions
Should I use ComfyUI or Invoke?
ComfyUI and Invoke both generate images with open models and are free and open source, but they suit different working styles. ComfyUI is built around node graphs, where you wire steps together like a flowchart, which gives maximum flexibility for custom pipelines but has a steeper learning curve. Invoke is a canvas-based editor that feels more like a traditional art tool, with layers and regional control, and it also offers a cloud option for teams. Pick ComfyUI if you want to build custom generation pipelines with node graphs and are comfortable with a technical, flowchart-style interface. Pick Invoke if you prefer working on a canvas with layers and want an artist-friendly tool, especially if you are part of a studio or team.
What is the difference between ComfyUI and Invoke?
ComfyUI: An open-source node-based interface for building image and video generation pipelines with open models. Invoke: A professional canvas for generating and editing images with open models, available locally or for teams in the cloud. ComfyUI suits advanced custom pipelines, while Invoke suits artists wanting canvas control.
Are ComfyUI and Invoke free?
ComfyUI: Open source. Invoke: Open source.
What are other alternatives to ComfyUI and Invoke?
Other options people compare them with include Draw Things.
Keep comparing
Built from our catalogue entries for both products: open-source details come from each project's README (AI-assisted, refreshed weekly) and GitHub data; AI-tool details are editorial. Spotted something wrong? Let us know from either product's page.