Top-ranked stack
Creator-facing applications for image generation, image editing, and diffusion workflows.
Stable Diffusion web UI with Stable Diffusion XL Base 1.0
68.6
overall
51.8
open
82
bench
11
non-open
Supply-chain graph
Stable Diffusion web UI with Stable Diffusion XL Base 1.0
Image Generation Platform stack options
3 options, 1 Pareto optimal
| Stack | Pref | Overall | Open | Bench | Popularity | Cost | Velocity | Prov | Sandbox | Non-open | Evidence |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Stable Diffusion web UIStable Diffusion XL Base 1.0image-editing, image-generation | 68.5 | 68.6 | 51.8 | 82 | 80.2 | 63.1 | 50 | 88.6 | 35 | 11 | 298,023 GitHub stars1,436,868 HF downloadsText-to-image quality benchmarkPareto |
| ComfyUIStable Diffusion XL Base 1.0image-generation, workflow-automation | 68.5 | 68.5 | 51.8 | 82 | 79.6 | 63.1 | 50 | 89.1 | 35 | 11 | 250,813 GitHub stars1,436,868 HF downloadsText-to-image quality benchmark |
| MidjourneyMidjourney image modelimage-editing, image-generation | 23.2 | 18.5 | 10 | 0 | 0 | 35 | 50 | 66.3 | 35 | 5 | 0 GitHub stars0 HF downloadsSource-needed evaluation |