Project comparison

ComfyUI vs InvokeAI

Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.

ComfyUI

The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.

Best matched with other image tools.

121.9K

Stars

+1.0K

Weekly

87/100

Health

InvokeAI

Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, and serves as the foundation for multiple commercial products.

Best matched with other image tools.

27.2K

Stars

+54

Weekly

77/100

Health

Quick Take

Adoption

ComfyUI has the larger GitHub footprint with 121.9K stars.

Momentum

ComfyUI is currently growing faster at +1.0K stars this week.

Maintenance

ComfyUI has the stronger automated maintenance signal at 87/100. This is not a security or fit verdict.

Side-by-side evidence

Use these signals to narrow your choice, then confirm setup, license, and fit upstream.

Signal	ComfyUI	InvokeAI
Evidence status	Recently verified· 2d ago	Basic listing· 2d ago
GitHub stars	121.9K	27.2K
Weekly growth	+1.0K	+54
Health score	Strong87/100

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