ComfyUI

“these diffusion models are bring live to forgotten images and for that I'm thankful”

“one of the easiest way to get started with local image/video models”

“it's easy to export as a JSON file with websocket outputs that I can integrate into my programs”

“Go look at what the ComfyUI community comes up with, those guys know more about WAN 2.2 than the people who trained it.”

“Can also use a Mac like this for running diffusion models for image generation and suchlike in ComfyUI”

“the tools to interface with the models become sophisticated so that you're not one-shot prompting”

“ComfyUI is the advanced do-everything workhorse. However, it's anything but comfy if you don't already have a lot of knowledge”

“ComfyUI is an abomination that can't do half of what Nano Banana and Seedance 2.0 can do.”

“every time i see it in a real application, it becomes a huge focus of issues”

“A comfy user interface allows pretty incredible wiring among models”

“watching someone with some artistic skills driving the slick comfyui nodal editor around”

“I'd spin up comfy ui, spend some time looking for workflows or loras”

“the local image gen interfaces ComfyUI and A1111 WebUI have a huge amount of stars”

“Node-based workflows are unruly, and you have to know in advance what you need to do for anything to work.”

“Learn it once and be done. You won't have to keep learning UI of the week endlessly.”

“It's come a long way in terms of user-friendliness particularly with all of the built-in Templates you can use.”

“Practically anybody actually creating with this class of models (diffusion based mostly) is using ComfyUI.”

“the ecosystem is pretty huge and supports most of the "mainstream" models”

“Parsing ComfyUI workflows is tricky because of the spaghetti node graph.”

“managing the websocket stability and intermediate state for ComfyUI was a nightmare”

“what I create in ComfyUI often pales in comparison to what Nano or Sora can generate given my hardware constraints”

“most artists that are using ai models are building complex compositions using comfyui”

“ComfyUI was also designed from the ground up to follow the same sort of node-based workflow”

“I've heard some professionals have gotten good results building custom workflows in ComfyUI.”

“Control and consistency, as well as support for specialized workflows is more important, even if it comes at the expense of model quality.”

“Even just prompting and bulding workflows for a diffusion model in ComfyUI to make exactly the scene you want”

“run newer models like Devstral (the MLX version) and Z Image Turbo with a little effort using LM Studio and Comfyui”

“very powerful and flexible, especially if you want full control over nodes and workflows”

“They were fields to put your workflows together on, like ComfyUI is in image generation.”

“It worked mostly fine with ComfyUI unless I tried to do especially esoteric stuff”

“works great and much faster via ComfyUI + the provided workflow file”

“ComfyUI generally causes an amdgpu kernel fault after about 40 steps”

“I'm in favor of intelligent models like Nano Banana over ComfyUI messes”

“ComfyUI can (at reduced speed), with enough system RAM available, partially load models in VRAM during inference”

“The mainstream services have zero knobs to play around with, local is infinite.”

“There are some equivalents, but the ecosystems aren't playing in the same ballpark.”

“ComfyUI-inspired node graphs are the wrong approach for visual media.”

“Various subreddits and civitAI blogs describe comfyui workflows and details on how to maximize LoRA effectiveness and are probably all you need for a guided tour of that space”

“You can run ComfyUI pretty comfy for $0.30 to $0.40 per hour, if AI art is your goal.”

“It's telling that the best AI generated content is made by people using these prosumer style projects”