Comfyui vs invokeai a1111. Now with SDXL support.

Comfyui vs invokeai a1111 0 and derivative models. 1 Automatic 1111; 3. Does comfyui working similar way and giving me boost against a1111? Thanks Share Add a Comment. I read that Forge increses speed for my gpu by 70%. I'll probably stick to ComfyUI from here on out, unless A1111 gets some crazy feature that ComfyUI doesn't have. You probably applied prompt weighting same as A1111. once you get comfy with comfy you don't want to go back. 10. 3. The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives. It's like they generate weird stuff and don't really follow prompts Above is an example with the Ghibli model. 30s/it with A1111 (1 picture @ 768x512) but I'll regularly get 1. Before 1. Stable Diffusion UI guide - A1111, Fooocus, ComfyUI, Invoke, Kohya by Sebastian Kamph inside ThinkDiffusion ↓Getting started with Stable Diffusion by ThinkDi Forge vs Automatic - April 2024. . I’ve seen many YouTubers shifting from A1111 to ComfyUI as it supports a deeper set of customizations with custom nodes from the community. Krita + the Krita-diffusion plugin is less user friendly than pure Comfy (it uses Comfy as a backend), and the absolute least limited. Looking at the youtube video below InvokeAI seems to feature a neat UI and a really swift workflow for various scenarios (inpainting, outpainting, infinite canvas, etc. This feature is particularly useful for users looking to explore the effects of different models, steps, and CFG settings systematically. everything ai is changing left and right, so a flexible approach is the best imho. despite the complex look, it's Hello! Looking to dive into animatediff and am looking to learn from the mistakes of those that walked the path before me🫡🙌🫡🙌🫡🙌🫡🙌 Are people using Whether you choose A1111 or ComfyUI, both tools are powerful allies in the quest for stunning AI-generated imagery. 12; Torch 2. For a InvokeAI VS A1111-Web-UI-Installer Compare InvokeAI vs A1111-Web-UI-Installer and see what are their differences. In this article, we will be comparing the speed and performance of Comfy UI, Automatic 1111, and Invoke AI. In this video I go over the difference between Automatic1111 and ComfyUI and which one is better to use for stable diffusionSupport the channel on Patreon:pa With A1111, you can easily page through a batch of them. Invoke is a powerful, secure, and easy-to-deploy generative AI platform for professional studios that provides a flexible workflow builder with multi-user sharing and permissions, a step-by-step custom AI ComfyUI vs A1111 Question - Help I want to learn stable diffusion properly. A1111 makes more sense to me. 5. Activity is a relative number indicating how actively a project is being developed. Tested failed loras with a1111 they were great. You will have to learn Stable Diffusion more deeply though. InvokeAI 2. The script comfyui_a1111_prompt_array_generator. x removed the restore faces button which I find works well. CSV has: Source Path Destination Folder Name Software (usage comments) Destination Path Reply reply More replies. I find comfy easy to use, I did a lot of Unreal script, its basically the same thing. It works fine. The backend architecture of InvokeAI differs significantly from that of ComfyUI. Reality: nothing Nothing has surpassed invokeai's canvas for actual workflow: in/outpainting, with sketching and variable denoise, masked or not, In this article, I am going to share how you can install and run InvokeAI on your local PC. Both automatic1111 and ComfyUI pick the models from here using symlinks / softlinks. I'm curious if anyone knows what the order of the rendering is when using A1111 using controlnet. Compare a1111-sd-webui-tagcomplete vs diffusionbee-stable-diffusion-ui and see what are their differences. The path is as follows: I was trying to get Comfyui to produce similar result to hires fix using RealESRGAN_x4plus_anime_6B, it gives me desired effect for anime style images. I updated to A1111 1. With ControlNet, artists and designers gain an instrumental tool that allows for precision in With the latest update to ComfyUI it is now possible to use the AdvancedClipEncode node which gives you control over how you want prompt weights interpreted and normalized. But I don't know how does A1111 webui split things into tiles and upscale/denoise them. A1111 has basic SD-XL support, but without huge internal changes it won't keep up with SD-Next and ComfyUI. This allows to create ComfyUI nodes that interact directly with some parts of the webui's normal pipeline. There is an installer for it, but I haven't tried it. I really like the extensions library and ecosystem that already exists around A1111- in particular stuff like 'OneButtonPrompt' which is great for inspiration While ComfyUI and A1111 have their strengths, Forge emerged as the best choice for me. For me, the experience is the opposite, I get more it/s in ComfyUI than A1111/SDNext for SD1. 6 and have done a few X/Y/Z plots with SDXL models and everything works well. 2 Impact of Streaming/Recording Software; Changing Sampling Method 4. Since the backend is ComfyUI, everything runs fast and efficiently. Specificity: Each node in InvokeAI is tailored for a particular function, enhancing the precision of your workflows. We read every piece of feedback, and take your input very seriously. Also invokeAI 3. 86 1,827 3. LoRA VS ComfyUI Compare LoRA vs ComfyUI and see what are their differences. 0 with a lot of new features Tons of new extensions ComfyUI and a lot of workflows Fooocus keeps being updated, RuinedFooocus is another great alternative InvokeAI has updates SD Next has been updated For Video, Animatediff, Stable Video Diffusion, Diffex etc etc Many new Controlnets released LCM LoRAs for speed. Many users use A1111 for rapid prototyping and also ComfyUI for serving complex workflows in production. A1111 expected me know what a VAE was without giving me any context. With comfy you can optimize your stuff how you want. Compare InvokeAI vs stable-diffusion-webui and see what are their differences. What am I missing here? The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives. I run w/ the --medvram-sdxl flag. Especially with SDXL and ControlNet. Open comment sort options. With invokeAI I need a lot more hard disk space. Do they always produce the same image? The answer is no. A1111 feels bloated compared to comfy. However, we have created a list of popular workflows for you to get started with Nodes in InvokeAI! Node Equivalents:# Comfy UI Category ComfyUI Node Invoke Equivalent; Sampling: Batch Image Generation with invokeai-batch. its where things happen first (relatively). 1, Stable Diffusion and InvokeAI. E. Best. 5 than SDXL), and more plugin options. I am wondering what the difference is between this and the one called automatic1111 that I see referenced I'm in this same boat. SDXL configs I saw where either a mess or really confusing. 7. I have a 4090 so speed isnt an issue InvokeAI I don't think has any special tech under the hood, where it takes minutes to generate vs seconds, then I need to restart A1111 to fix. 9 Python InvokeAI VS ComfyUI The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. 04 LTS; CUDA 12. However, InvokeAI, slower than A1111 I made an open source tool for running any ComfyUI workflow w/ ZERO setup upvotes 241 24,002 10. ComfyUI is amazing. I like how everything is laid out, there are workflow features, you can easily recall all properties (prompt, model, lora, etc. And even faster with other tricks. Note that I am currently running on Windows 11, so the tutorial is only for Windows users. 3 Analyzing Results; Checking Speed Performance 3. Question | Help I get around 1. Application Log file; Stable Diffusion Web UI 241 24,052 10. For Advanced Users: ComfyUI is the ultimate tool for professionals who want complete control. I have 1060 with 6gb ram. Automatic1111 has specific scripts you can use to outpaint, not the best UI for If you are a beginner and just want to quickly generate AI art: Use A1111; If you are somewhat familiar with Stable Diffusion and want to run more complex image generation pipelines: Use ComfyUI; What is A1111? A1111 is one of the first A1111 is more like a sturdy but highly adaptable workbench for image generation. it is where you want to be if you like the deep end and to potentially have all the options available. Comfy just seems to consistently perform better. ), but it's not inherently easy to set up and get going. 5, there is no contest for SDXL. Q&A. I was tested on A1111 and comfyui to produce similar image before. 00it/s with ComfyUI. Discussion Hi All, I like the InvokeAI UI and was looking forward to using it for SDXL 1. I use comfyUI. Starting the InvokeAI browser-based UI. Yeah. 1 Selecting DPM ComfyUI vs A1111 speed . Other great apps like A1111 Stable Diffusion WEB UI are DALL-E 3, FLUX. Fooocus being a simple interface where configuration changes are often done for you vs ComfyUI with the power of a node system allowing for endless configurations and custom workflows. With Stability Matrix, you can install Automatic1111, ComfyUI, InvokeAI, or any o sd-webui-comfyui is an extension for A1111 webui that embeds ComfyUI workflows in different sections of the normal pipeline of the webui. I've been using A1111 for over a year now and I've never seen it flip to it/s. and don't get scared by the noodle forests you see on some screenshots. 0 TypeScript ComfyUI VS InvokeAI Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, ComfyUI VS a1111-nevysha-comfy-ui; ComfyUI VS LyCORIS; ComfyUI VS sd-dynamic-prompts; ComfyUI VS LoRA; ComfyUI VS stable-diffusion-webui-colab; Sponsored. A1111 / InvokeAI are relatively user friendly, but slightly more limited. On the other hand, I like the Hi I started with Fooocus, but the more I understand how it works the more I use A1111. 2) and just gives weird results. Thank you so much for reading 💖 Like | Follow | Subscribe to the newsletter. “(Composition) will be different between comfyui and a1111 due to various reasons”. Source Code. In ComfyUI I can see what each parameter applies to. invokeai won't let me share the a1111 runtime environment, I have to install it all over again, comfyui can share the environment and use all the model files. 7 update have caused this? Installation is complicated and annoying to setup, most people would have to watch YT tutorials just to get A1111 installed properly. Both are built on the foundation of Stable Diffusion, a I am new to stable diffusion and have recently installed the Invokeai version. Notice the flip from s/it to it/s. For some reason, InvokeAI seems to ignore or put way less emphasis on the "impressionism" and "sunset color palette" than Automatic. g. Same prompt (Ghibli: portrait of a beautiful girl in front of a landscape on a sunny day), same settings, same seed. 0 Speed Test How Fast Is ComfyUi vs Invoke ai vs Automatic1111? (UPDATED VIDEO TO COME)I was very curious to compare these 3 platforms generation spee InvokeAI's backend and ComfyUI's backend are very different which means Comfy workflows are not able to be imported into InvokeAI. Comfy is easier on my system and is far seems more stable. it's the perfect tool to explore generative ai. Also ComfyUI takes up more VRAM (6400 MB in ComfyUI and 4200 MB in A1111). However, in my experience, ComfyUI gives much better results. #stablediffusionart #stablediffusion #stablediffusionai In this Video I have compared Automatic1111 and ComfyUI with different samplers and Different Steps. 4 based on 1 ratings. 70it/s. Compare the similarities and differences between Compare InvokeAI vs ComfyUI and see what are their differences. Yup, also it seems all interfaces use different approach to the topic. The funny thing is that A1111 has always had a terrible UI On par with comfy, invokeai, a1111. init found. InvokeAI has a much better interface IMO. Among other things this gives you the option to interpret the prompt weights the same way A1111 does things (something that seemed to be a popular request). And honestly, if nothing else, I’m glad to be done with using a Gradio interface! So, why TYVM. Running A111 and ComfyUI on Modal. I would like to see some nice features from Foocus to be implemented into Forge web UI, I've recently been trying out InvokeAI but it seems to be giving different result than Automatic1111, I made these 2 images, the first one in automatic1111, the second one in InvokeAI. For some workflows or steps in a complete workflow ComfyUI is better, for others SD-Next is better, so I would use both. > <. Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. 2 introduces the invokeai-batch command-line script, a powerful tool designed for generating large volumes of images from a variety of prompts and settings. ComfyUI also uses xformers by default, which is non-deterministic. Hi guys quick question. 0 introduces a robust queue management system for managing large batch image generation, whether in Workflows, or other parts of the Invoke UI. Recent commits have higher weight than older ones. A1111 almost as same as ComfyUI base only. There is a fair amount of tutorials available over the Internet, have a large choice of extensions of which I haven't always found an equivalent on ComfyUI (extensions for A1111 and ComfyUI are not compatible), have a more friendly user interface (though it takes some time to find which parameters are the most sensitive), and provides IMHO better image quality out of the box All of the big ones, like A111 / SD. py for generating the required workflow block because it'd be extremely tedious to create the workflow manually. So after someone recently pointing out to me, that Comfy among other things wouldn't be as much of a VRAM hog. Discussion Hello, guys! I hope you are doing some amazing creations. It offers more control over the image generation process than Automatic1111, making it a better choice for advanced users who want to fine-tune the model parameters and create complex workflows. Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to In the realm of AI-driven image generation, two prominent interfaces have emerged: Automatic1111 and ComfyUI. While ComfyUI can help with complicated things that would be a hassle to use with A1111, it won't make your images non-bland. High-Resolution Image Synthesis with Latent Diffusion Models A1111-Web-UI-Installer. The best ComfyUI alternatives are A1111 Stable Diffusion WEB UI, InvokeAI and stability matrix. Backend Differences. ComfyUI vs A1111 order Question | Help I'm trying to rebuild 1:1 the basic setup of A1111 in comfyui to achieve the exact same image using the same seed. ) Sidenote, invokeAI also is ~5GB larger than a1111 webui. Ubuntu 22. Why would the UI format change on different Chrome browsers? Could the recent 1. I have been using InvokeAI for a month now, and I must say its linear UI is way better than Automatic1111, If you want to queue up a thousand waifu wildcard prompts and hit the Go button, then A1111, Forge, ComfyUI, and SD. Discussion I went from A1111 to ForgeUI and my speed just doubled (RTX 4080S) for image generation (ex: I wont use comfyUI either because there are too many options for workflows and it leads to "the paradox of choice" which causes me to hate using it. arxiv. csv file that I was using on A1111, does How to link Stable Diffusion Models Between ComfyUI and A1111 or Other Stable Diffusion AI image generator WebUI? Whether you are using a third-party installation package or the official integrated package, you can find the extra_model_paths. A1111 is like ComfyUI with prebuilt workflows and a GUI for easier usage. InvokeAI. Comparing UI Stability: Automatic1111 Vs ComfyUI Table of Contents. I want to switch from a1111 to comfyui. Not counting any models and such. A1111 generates an image with the same settings (in spoilers) in 41 seconds, and ComfyUI in 54 seconds. It's not free, so if you're looking for a free alternative, you could try Craiyon or Ideogram. A lot of it already exists in A1111. org. Initializing, be patient Initialization file D:\StableDiff\invokeai\invokeai. InstantID tutorial (A1111 and ComfyUI) Tutorial - Guide Maybe its a bit late to the game, but here's a detailed guide for using InstantID on A1111 and ComfyUI. 1 like in all the ways that people love and don't love. I switched to InvokeAI and won't go back to basic a1111 webui. Is there a ComfyUI plugin like the tag autocomplete for a1111 which suggests keywords from a CSV file with danbooru and e621 tags? Please help, no lora button. A1111 is REALLY unstable compared to ComfyUI. you define the complexity of what you build. After more testing, I had found that after 75 characters in the prompt which also the clip limit. Sort by: Best. And the inpainting is wonderfully seamless. 9 Python stable-diffusion-webui VS ComfyUI The most powerful and modular diffusion model GUI, 86 1,827 3. I’ve used it for some stuff and to run SDXL, its neat and for txt to img its pretty cool vs A1111. Installs. ComfyUI uses the CPU for seeding, A1111 uses the GPU. < Nodes! eeeee!, so because you can move these around and connect them however you want you can also tell it to save out an image at any point along the way, I've also gotten a taste myself of upscale goodness via A1111 The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives. and nothing gets close to comfyui here. Last time I tried InvokeAI, it was unusably slow simply because it was reloading the entire model for each generation, and this is on a 24GB GPU. For InvokeAI, external assets outside the directory must be symlinked as stated in their documentation. Docker image for A1111 Stable Diffusion Web UI, Kohya_ss, ComfyUI and InvokeAI. In A1111, the Regional In the meantime, I play with ComfyUI for new things, even though a node-based workflow is not my personal choice. It also seems like ComfyUI is way too intense on using heavier weights on (words:1. Introduction; Test Setup; Performance Comparison 3. 3, The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives. Compare InvokeAI vs stable-diffusion and see what are their differences. Funny thing is, when I load A1111 on a different Chrome browser, the format returns to normal. Old. the best part about it though >. And while idea is the same, imho when you name thing "clip skip" best would be 0-11, so you skip 0 to 11 last layers, where 0 means "do nothing" and where 11 means "use only the first layer", like you said going from right to left and Learn how to install Stable Diffusion in just one click with this tutorial. Asked reddit wtf is going on everyone blindly copy pasted the same thing over and over. A1111 released 1. 1 Comparing Sampling Steps; 3. Besides better resource management, I really don't like it. I cant think if anything comfyui can do that I cant do in automatic1111. I'm running both Automatic1111 and invokeAI on ubuntu. 1; Python 3. But until they add Dreambooth training and better prompting, A1111 is going to be my daily ComfyUI vs Invoke AI. When convert to ComfyUI, you should SDXL 1. With ComfyUI, all you get are some medium-sized thumbnails, and the only way to get a good look at them is to open each one in a separate tab. No performance difference between CPU and GPU noise generation; Each approach has its benefits, with ComfyUI prioritizing consistency; Prompt Weight Handling The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives. ControlNet VS InvokeAI A1111 is the "standard" people enjoy because it's easy to plug in new stuff (ControlNet, new models, etc. A1111’s Approach. 3 PowerShell stable-diffusion-webui VS A1111-Web-UI-Installer The best aiimages alternatives are A1111 Stable Diffusion WEB UI, InvokeAI and ComfyUI. ControlNet is integrated into several Stable Diffusion WebUI platforms, notably Automatic1111, ComfyUI, and InvokeAI UI. I am a big fan of both A1111 and ComfyUI. the other. I think ComfyUI remains far more efficient in loading when it comes to model / refiner, so it can pump things out The best A1111 Stable Diffusion WEB UI alternative is Midjourney. Am trying InvokeAI and want to use some features that were helpful in A1111, I have managed to install the models, Loras and embeddings but am having difficulty in these two scenarios: I have a custom styles. Can't wait until the A1111 comfyui extension is able to include txt2img and img2img as nodes via api. You will also learn how to compare But InvokeAI is simpler to use and has a fancier, headache free UI. Personally I mainly use Forge, but what experience I do have with ComfyUI I'd say that the former is way easier to just change things around and experiment with, The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives. LoRA. I tried other desktop solutions, for instance Diffusion Bee, but it's archaic and doesn't support SDXL, which is the primary SD I use. I don't like having to build the nodes in comfyui, and I admit I didnt spend more than three weeks in it, but often times when trying to be creative i could never get the nodes to work together. So from that aspect, they'll never give the same results unless you set A1111 to use the CPU for the seed. InvokeAI, which then generates forever, never actually producing a final image. Our focus here will be on A1111. Open comment sort The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives. prompt: light summer dress, realistic portrait photo of a young man with blonde hair, hair roots slightly faded, russian, light freckles(0. This workflow is a brief mimic of A1111 T2I workflow for new comfy users (former A1111 users) who miss options such as Hiresfix and ADetailer. I really want to use InvokeAI but I can't seem to get my imported models working correctly. That means you can use every extension, setting Unlike ComfyUI, which may require a steeper learning curve due to its node-based workflow, A1111 offers a more intuitive and user-friendly interface. You just don't know how to implement what you want in comfyui but that's the whole point of comfyui you can do whatever you want. Creating something from sratch in ComfyUI takes time and brain power. Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models" (by microsoft) gpt-2 adaptation language-model gpt-3 low-rank Pytorch Deep Learning roberta deberta Lora. Introduction; testing UI Stability 2. Or Upscaling. InvokeAI keeps improving. A1111 prompt style (weight InvokeAI balances usability and functionality, offering a well-rounded experience. While FooocusUI is super simple to use, r/invokeai: InvokeAI is a leading creative engine for Stable Diffusion models, An interface for stable diffusion, like a1111 or comfyUI? If so, what are its strength? Can we use the countless extrensions available for ai1111, like controlnet, deforum, etc, natively? Or are we dependent on the developers adapting them to invokeai? The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives. Then, A1111 is only at 33% load during generation, so I suspect it could go at 21it/sec, fp, without xformers, just need better software/drivers. Loading Internet connectivity is True InvokeAI, version 2. In this guide, you will learn how to install two different tools for creating images from text using the power of stable diffusion: InvokeAI and Automatic1111. Invoke AI also delivered noteworthy speed improvements over InvokeAI has a more dedicated UI for outpainting, you can see the entire canvas and where you want to outpaint. 4. SDXL on 8 gigs of unified (v)ram in 12 minutes, sd 1. ComfyUI The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives. Ultimate Speed Test: ComfyUi vs Invoke ai vs Automatic1111 Table of Contents. 3 Comfy UI; SD Next vs Automatic 1111; Conclusion; FAQ; Article Introduction. It seems upscale with model only works with image not latent. Now with SDXL support. A1111 has an amazing hires fix (which is more useful for 1. InvokeAI is the same as A1111 on default config. It offers a neat implementation of the canvas functionality (called the Unified Canvas), can work with a node workspace interface similar to the one present in ComfyUI, and is also connected with a sister project allowing you to train fine-tune based Stable Diffusion 135 60,781 9. Our crowd-sourced lists contains six apps similar to aiimages for Windows, Linux, Mac, iPhone and more. If you’re running on Mac or Linux, head over to this GitHub Just pick one directory and put a proper path to load your models in both A1111 and ComfyUI InvokeAI is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media InvokeAI. 2. Next are faster for doing that. A1111 and ComfyUI when I need loops and variable changes in said loops. With ComfyUI you just download the portable zip file, unzip it and get ComfyUI running instantly, even a kid can get ComfyUI installed. It would ask me for a number of steps, and a scheduler, but not tell me what they controlled. Next ( Vlads ) / ComfyUI / InvokeAI and others let you set the folder where they look for models / LORAs / where you output images to, A1111 and Comfy you have to edit a text file and paste the path to the extra models folder. 65 votes, 85 comments. 2 Invoke AI; 3. It's obvious that a VAE is used to encode and decode an image because I can see it in the flow. Never liked anything to do with nodes. InvokeAI 3. AUTOMATIC1111. And the new control layers are a really big deal for image composition. 0; ComfyUI, and InvokeAI each create log files, and you can tail the log files instead of killing the services to view the logs. ComfyUI - The most powerful and modular diffusion model GUI, The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives. Comfy uses -1 to -infinity, A1111 uses 1-12, invokeAI uses 0-12. 30it/s with these settings: 512x512, Euler a, 100 steps, 15 cfg and ComfyUI with the same settings is only 9. Which is true as my first impression. 1 - the quality of its output is only marginally superior to what can be achieved in SD1. Kandisnky-2 - This isn't stable diffusion, but it's stable-diffusion-2. We also introduce Image Prompt support (IP-Adapter), which allow for image-based blending of concepts with your text prompts. But it is not the final answer. But those structures it has prebuilt for you aren’t optimized for low end hardware specifically. Modularity: The ability to combine multiple nodes allows for complex workflows that can be easily adjusted and optimized. Vlad puts things (like clipskip) directly in the UI (which you can In our simple benchmark test, Comfy UI showed impressive speed and outperformed both Automatic 1111 and Invoke AI. That being said, inpainting is my main focus with SD and I have yet to find a tutorial that shows me a workflow for it that while functional, is not terrible. Generations seem to be a little bit faster than compared to A1111 indeed, even when upscaling. I'm on an 8GB RTX 2070 Super card. 6 I couldn't run SDXL in A1111 so I was using ComfyUI. It is an excellent choice for beginners who want to jump into AI art Explore the differences between InvokeAI and ComfyUI, focusing on features, performance, and usability for AI applications. ## Other New Features - TAESD support. For The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives. Invoke AI ⚖️ ComfyUI has a rating of 5 based on 1 ratings and Invoke AI has a rating of 4. ) used to generate an image, things can be organized into boards, and all off the boards/images/metadata are stored in a very well-designed sqlite database that can be tapped into via DataGrip. A1111 gives me 10. But A1111 can be made at least 40% faster simply by replacing CUDA dlls. When transitioning from ComfyUI to InvokeAI, Compare ComfyUI vs. 2 Testing Different Sampling Methods; 2. you can drag and drop png to json to get the config, however A1111 is much more intuitive. Features. ForgeUI vs A1111 . Some interest findings of A1111 and comfyui. It’s easy to try out both on Modal’s serverless infrastructure: A1111 example; ComfyUI example; By running image generation on Automatic1111 is great, but the one that impressed me, in doing things that Automatic1111 can't, is ComfyUI. I've switched to ComfyUI from A1111 and I don't think I will being going back. Growth - month over month growth in stars. 1 Setting up both UI Versions; 2. I ended up using Draw Things in the end, For me the A1111 Photopea extension is a must have that InvokeAI doesn’t replace. Then i tested my previous loras with comfyui they sucked also. InvokeAI 3 bad result vs ComfyUI with same model and prompts . While kohya samples were very good comfyui tests were awful. So it is also a personal choice at this point. 0+a0 InvokeAI runtime directory is "D:\StableDiff\invokeai" GFPGAN Initialized CodeFormer Initialized ESRGAN Initialized Using device_type cuda ComfyUI is a powerful and flexible UI for generating text-to-image art. ComfyUI + SD-Next (A1111 fork with much better handling of SD-XL and Diffusers in general) give you the most options. I have A1111, Vlad and two versions of ComfyUI (one with the Fooocus sampler) all running against the same set of checkpoints/loras/controlnet/ESRGANs etc. It's a matter of using different things like ControlNet, regional prompting, IP-Adapters, IC-Light, so on and so forth, together to create interesting images that you like. Yes the infinite canvas is good but Photopea opens up a whole other way of working if you’re a semi competent sketcher/have experience with Photoshop. Generates noise on the GPU; May have slight variations across different hardware; Produces fundamentally different noise patterns from ComfyUI; Performance Impact. Stars - the number of stars that a project has on GitHub. A1111 vs ComfyUI doesn’t necessarily have to mean one vs. A1111 tends to have a very weak effect of prompts compared to ComfyUI, so you must have given strong weighting to match it. Our crowd-sourced lists contains more than 10 apps similar to ComfyUI for Windows, Linux, Mac, iPhone and more. Not as far as optimised workflows, but no A1111 Style Workflow for ComfyUI. For anything I feel is missing or could be improved, I can either use a Comfy workflow or develop a Simple tab workflow. InvokeAI Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. InvokeAI is yet another frontend for Stable Diffusion supporting both SD, SDXL and FLUX models. I still find A1111 to be better suited for working with just one image, though, while ComfyUI is for batches (especially complicated workflows). Also, while ComfyUI is very powerful and flexible, most of what I usually want to do seems a lot more convenient and straightforward in A1111 a1111 is like a formula1 car, not in the sense that its the fastest car, but that it get's rebuilt for each and every track and developed continuously with the newest tech possible. I usually get around 1. 0 TypeScript stable-diffusion-webui VS InvokeAI Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, 135 61,519 9. 5 in 2 minutes, upscale in seconds. So, I always wanted to try out ComfyUI in the past. I am happy with Foocus and Forge web UI. ComfyUI is less limited, but definitely less user friendly once you get away from using just downloaded workflows. Two new ComfyUI nodes: CLIPTextEncodeA1111: A variant of The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives. While it’s not perfect, it’s more stable than A1111/Forge. New. example file in the corresponding ComfyUI installation directory. 3 PowerShell InvokeAI VS A1111-Web-UI-Installer Complete installer for Automatic1111's infamous Stable invokeAI. 5s/it with ComfyUI and around 7it/s with A1111, using an RTX3060 12gb card, does this sound normal? Share Add a Comment. Has a nice UI and some style preset prompts, but the problem for Kandinsky is the same one facing SD2. Its image compostion capabilities allow you to assign different prompts and weights, It lacks some features of A1111, InvokeAI's upcoming release (2. You don't need to switch to one or the other. yaml. Top. Its user-friendly interface, robust performance, and comprehensive documentation make it a pleasure to use. Controversial. The issue I have is that there are a bunch of nodes and addons that I have no idea how to use or what they do. Stable Diffusion: Why I Chose Forge Over ComfyUI and A1111. 2), brown eyes, no makeup, instagram, around him are other people playing volleyball, intricate, highly detailed, extremely nice flowing, real loving, generous, elegant, color rich, HDR, 8k UHD, 35mm lense, Nikon Z7 I used A1111 for a long time, but when I started using ComfyUI - I can't really go back at this point, it feels too "stuffy" there. Comfy vs A1111 . wfjrj idsdc qif yrtz ihqe hkyq fxcyv dkawvl qmwy gqqplv