ComfyUI vs Stable Diffusion — compare Image tools: pricing, rating, and features.
Who wins? Click the side you support to cast your vote.
| Category | Image | Image |
| Pricing | Free | Freemium |
| Rating | 5.0 | 4.6 |
| Features | The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. AIdiffusion modelGUI | Open-source image generation. Run locally or via API. Full control. open sourcelocalAPIAI |
ComfyUI
Input: N/A (ComfyUI is self-hosted; no official API pricing)
Output: N/A (ComfyUI is self-hosted; no official API pricing)
Stable Diffusion
Input: Stability AI API: $0.00025 per image (1K steps) via REST; no token-based pricing ( billed per image, not tokens)
Output: Stability AI API: $0.00025 per image (1K steps) via REST; no token-based pricing ( billed per image, not tokens)
Subscription:ComfyUI: Free (self-hosted). Stable Diffusion: Free (open-source model), but Stability AI’s API is freemium (free tier: 25 images/month; paid starts at $20/month for 1,000 images).
Latency / TTFT:ComfyUI: Depends on local hardware (e.g., ~5–30s per image on consumer GPUs); Stable Diffusion API: ~1–5s per image (API latency). Neither uses tokens for text; both are image-focused, so text context metrics don’t apply.
Multimodal & ecosystem:ComfyUI has a rich ecosystem of custom nodes and extensions (100+ community nodes) for advanced workflows. Stable Diffusion (as a model) is often integrated into UIs like Automatic1111 or ComfyUI itself; Stability AI offers official SDKs and plugins for platforms like Photoshop and Blender. ComfyUI’s modular node-based system excels for complex pipelines; Stability AI provides more official integrations.
Privacy & compliance:ComfyUI: Full privacy (self-hosted, data never leaves user’s machine); no formal compliance certs. Stability AI API: Data processed on Stability’s servers; GDPR-compliant, SOC2 Type 2 certified (per public docs), with data retention policies.
Choose ComfyUI if you need full control, privacy, and advanced customization for local deployment (e.g., artists, developers). Choose Stability AI’s API if you prefer a managed service with guaranteed uptime, official support, and minimal setup (e.g., businesses needing scalability without managing infrastructure).