ComfyUI vs 
InvokeAI
ComfyUI vs InvokeAI compared for 2026 — features, license, ease of use, performance and which one to choose. Node-graph control over image pipelines vs Polished studio with a unified canvas.
Updated regularly · curated by olud.ai
ComfyUI vs InvokeAI at a glance
| Spec | ComfyUI | InvokeAI |
|---|---|---|
| Category | AI image generation | AI image generation |
| Type | Node-based UI | Pro creative suite |
| License | GPL-3.0 | Apache-2.0 |
| Runs locally | Yes | Yes |
| Primary language | Python | Python |
| Ease of use | Advanced | Intermediate |
| Best for | power users who want full pipeline control | creative pros who want a studio-like canvas |
| GitHub stars | — | 27.6k |
Feature comparison
| Feature | ComfyUI | InvokeAI |
|---|---|---|
| Runs locally | ✓ | ✓ |
| Node workflows | ✓ | ✓ |
| Inpainting | ✓ | ✓ |
| LoRA support | ✓ | ✓ |
| ControlNet | ✓ | ✓ |
| API | ✓ | ✓ |
How ComfyUI and InvokeAI score
| Criterion | ComfyUI | InvokeAI |
|---|---|---|
| Popularity | n/a | 3.5 |
| Maintenance | n/a | 5.0 |
| Ease of use | 2.5 | 3.5 |
| Privacy | 5.0 | 5.0 |
| License freedom | 3.5 | 5.0 |
Scores are computed automatically from public signals — GitHub stars (popularity), recent commit activity (maintenance), license type (freedom), local-first design (privacy) and onboarding complexity (ease of use). Indicative, not a verdict.
What each one is
ComfyUI
ComfyUI is a node-graph interface for diffusion models that exposes every step of the generation pipeline, enabling complex, reproducible and shareable workflows.
- Total control via a visual node graph
- Reproducible, shareable workflows
- First to support new models and techniques
InvokeAI
InvokeAI is a professional creative suite for Stable Diffusion with a unified canvas, layers, inpainting and workflow tools aimed at serious creative work.
- Unified canvas with layers and inpainting
- Polished, studio-grade UX
- Apache-2.0 license, business-friendly
Key differences
ComfyUI is node-based UI, while InvokeAI is pro creative suite. Their licenses differ (GPL-3.0 vs Apache-2.0), which matters if you ship a commercial product. ComfyUI leans more advanced-friendly, whereas InvokeAI is more suited to intermediate users. In short, ComfyUI fits power users who want full pipeline control, and InvokeAI fits creative pros who want a studio-like canvas.
Which should you choose?
Choose ComfyUI for power users who want full pipeline control. Choose InvokeAI for creative pros who want a studio-like canvas.
There is rarely one winner — many setups use both. The right pick depends on your hardware, your team's skills, and whether you value simplicity or control.
Frequently asked questions
Is ComfyUI or InvokeAI easier to use?
InvokeAI is generally the easier of the two to get started with, while ComfyUI rewards more setup with more control.
Are ComfyUI and InvokeAI free?
ComfyUI is free and open source (GPL-3.0), and InvokeAI is free and open source (Apache-2.0). Neither charges for the core software.
Can I run ComfyUI and InvokeAI locally?
ComfyUI: yes · InvokeAI: yes. Both can be used without sending your data to a third-party cloud where their setup allows.
ComfyUI vs InvokeAI — which should I pick in 2026?
Choose ComfyUI for power users who want full pipeline control. Choose InvokeAI for creative pros who want a studio-like canvas.
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