My Top 5 WebUI Choices for Stable Diffusion


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Fooocus WebUI focuses on image generation instead of writing the perfect prompt. Image credits.

Fooocus, a WebUI (web user interface) (originally created by lllyasviel) based on Gradio, revolutionizes image generation by combining the best visual design features of AUTOMATIC1111’s WebUI and Midjourney. It’s offline, open source, and free, like Stable Diffusion, eliminating barriers to entry.

From Midjourney, Fooocus borrows the idea that manual tweaking is unnecessary. Instead, you can concentrate on prompts and image generation.

This innovative UI automates complex optimizations, making it easy for you to create images without worrying about technical parameters. Installation is straightforward, and it requires only 4GB of GPU memory (Nvidia). For advanced users, Fooocus offers exclusive features for perfect results.


1. Choose which checkpoint model to use. 2. Normal (positive) text prompt. 3. Negative text prompt. 4. Settings for sampling method, sampling steps, resolution, etc. 5. Generate AI image.

AUTOMATIC1111 is a powerful Stable Diffusion Web User Interface (WebUI) that uses the capabilities of the Gradio library. Most AI artists use this WebUI (as do I), but it does require a bit of know-how to get started.

AUTOMATIC1111 is currently the WebUI that has the most development support, tools, extensions, and capabilities among all Stable Diffusion WebUI’s

Key Highlights

  • GitHub Stardom: AUTOMATIC1111 is a star in its own right on GitHub, boasting an impressive 120k+ stars from the open-source community. This popularity is a testament to its utility and the trust it garners from users.
  • Forked and Shared: With over 24k+ forks, the AUTOMATIC WebUI has been widely adopted and shared among developers and enthusiasts alike.
  • Community-Driven: AUTOMATIC1111 thrives on the collaborative spirit of its user base. More than 550+ people have contributed to the development of the WebUI.


ComfyUI enables you to design and execute advanced Stable Diffusion pipelines using a graph/nodes/flowchart-based interface. Image credits.

ComfyUI is a versatile node-based web user interface that’s set to redefine how you design and execute advanced Stable Diffusion pipelines. Offering a seamless blend of a powerful GUI and a modular backend, this UI provides a simple yet comprehensive solution to bring your ideas to life.

ComfyUI makes you focus on your creative vision, providing a visual and accessible platform for developing Stable Diffusion workflows. Comfy is great for VRAM intensive tasks including SDXL but it lacks in the inpainting and outpainting areas.

Key Features

  • Nodes, Graphs, and Flowcharts: ComfyUI introduces an intuitive nodes/graph/flowchart interface. It allows you to experiment and create intricate Stable Diffusion workflows/pipelines without coding.
  • Support for SD Versions: ComfyUI is versatile, fully supporting SD1.x, SD2.x, and SDXL, ensuring compatibility with various Stable Diffusion versions.
  • Asynchronous Queue System: Enhancing workflow efficiency, ComfyUI implements an asynchronous queue system, streamlining execution.
  • Optimizations: The UI is optimized to re-execute only the parts of your workflow that have changed, reducing processing time and computational resources.
  • Low VRAM Compatibility: ComfyUI caters to users with GPUs having less than 3GB of VRAM with the --lowvram command-line option, making it accessible to a broader audience.
  • CPU Mode: It even works on systems without GPUs by using the --cpu option, albeit at a slower pace.
  • Model Compatibility: ComfyUI can load a variety of models and checkpoints, including ckpt, safetensors, diffusers, Standalone VAEs, and CLIP models.
  • Embeddings and Textual Inversion: You can seamlessly integrate embeddings and textual inversions into your workflow.
  • Loras, Hypernetworks, and More: ComfyUI supports Loras, Hypernetworks, area composition, inpainting, ControlNet, T2I-Adapter, upscale models (ESRGAN, SwinIR, etc.), unCLIP models, GLIGEN, model merging, and latent previews with TAESD.

Invoke AI


Invoke AI is a game-changing Stable Diffusion web user interface designed to revolutionize creative workflows for professionals spanning from artists and designers to marketers and more.

Key Features

  • Accelerate Your Vision: Invoke AI allows you to use your own unique style, renders, sketches, and more while harnessing AI’s immense potential for creative innovation.
  • AI Meets Professional Workflows: Invoke AI goes beyond simple “type prompt, get picture” workflows. It provides a comprehensive professional application with integrated tools, allowing you to draw, edit, iterate, and co-create intuitively on an easy-to-use canvas.
  • Create with Unified Canvas: Learning the tools is made easy through ongoing training and resources, along with a thriving community.
  • Made for Professional Studios: Invoke AI offers workspaces for teams to collaborate, brainstorm, and refine projects with AI assistance. Streamlined workflows, shared prompt libraries, and a centralized hub for asset and model management enhance teamwork (with rich metadata coming soon).
  • Built to Scale: The platform prioritizes Enterprise-Grade Security, ensuring robust protection for your intellectual property and regulatory compliance.

Stable Swarm UI

Stable Swarm WebUI focuses on modularity. Image credits.

Stable Swarm UI is a modular web user interface that simplifies advanced image generation, making powerful tools easily accessible, high-performance, and extensible. While currently in alpha status, this project offers core features and invites power users and developers to join the collaborative journey.

Exciting upcoming features include image editing tools, wildcards, localization, mobile browser support, and a streamlined internal mini-backend, promising a bright future for creative innovation in the digital realm.

Feature image credits.



Digital Artist

I’m a digital artist who is passionate about anime and manga art. My true artist journey pretty much started with CTRL+Z. When I experienced that and the limitless color choices and the number of tools I could use with art software, I was sold. Drawing digital anime art is the thing that makes me happy among eating cheeseburgers in between veggie meals.

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