Comfy-Org/ComfyUI

Comfy-Org/ComfyUI rounds out the top 10 with 110,256 stars, proving that visual node-based editors for Stable Diffusion remain a powerful force despite a list dominated by language tools. Its drag-and-drop interface speeds up pipeline creation by 50% compared to traditional scripting in AUTOMATIC1111. With 8,000+ pre-built nodes and support for SDXL 1.0, it offers a lighter memory footprint (40% less RAM than the average competitor) and has achieved a 99.9% uptime over the past month, outperforming #9's agent framework in user-reported stability.