CivArchive
    ComfyUI — Model Compare XL/15/P/IL - v6
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    Hello there and thanks for checking out this workflow!

    Intro

    Whenever I download (yet another) new checkpoint I want to see how it performs side by side compared to others to find out what quirks, differences and similarities they all have.

    Directly using them within different workflows with multiple passes, upscalers, adetailers, post-processing, etc. was concealing a lot of those.

    So I built a workflow specifically for that and hope it proves useful to others as well.

    Purpose

    This workflow was built to compare checkpoints next to each other using the same seed and prompts, while allowing individual adjustments of all their individual parameters to help you find the checkpoint best suited for your needs!

    By revealing differences in :

    • variety (compositions, faces, perspectives, lighting,...)

    • prompt adherence

    • realism / stylization

    • knowledge (cartoons, anime, movies, celebrities, artists, video games,...)

    • quality

    Features

    • Up to 10 generations per batch

    • LoRA support

    • Metadata collection for each model + eventual LoRA

    • Automatic comparison assembly with Customizeable Labeling incl. LoRA

    • Option to attach full Comparisons to one another → Multi-Comparison-Assembly!

    • Tutorial guide for nodes and settings in dedicated ►INFO boxes

    Custom Nodes

    All of which can be installed through the ComfyUI-Manager

    Troubleshooting

    1. If nodes show up red (failing to load), check the 'Install Missing Custom Nodes' tab of the ComfyUI Manager for the missing node packs and install them.

    2. Please check if all custom node packs load properly after installing, i.e. no (IMPORT FAILED) messages next to any of them in the console upon ComfyUI startup.

    3. Always reload/drag'n'drop the original, downloaded workflow file into ComfyUI to reload an intact version of the workflow.


    Thanks

    The workflow would not be possible as is without these custom node packs. If you want to support the custom node creators, give them a ⭐ on their github repos! Thank you!


    Feel free to ask any questions, share improvements or suggestions in the comment section and upload quirky checkpoint findings to contribute to unraveling all mysterious biases of checkpoints to unearth all their dirty secrets!

    Description

    v6
    — expansion to output full comparison results with checkpoint names
    — custom node pack changes :
    + : ComfyUI-Allor, ComfyUI-Custom-Scripts, ComfyUI-KJNodes, ComfyUI_Comfyroll_CustomNodes

    FAQ

    Comments (3)

    british340Mar 15, 2025· 2 reactions
    CivitAI

    Hello, thank you for this useful workflow.
    I'm trying to add more models F, G etc... but i don't know how to handle the last part where the image goes side to side with the others with the name checkpoint written on it.
    Sorry to bother with this but can you help on how to achieve this please.

    RedPinkRetro
    Author
    Mar 15, 2025· 1 reaction

    Hey there, that was actually not intended in the last version as adding more models would need to be accounted for in multiple ways and would be too confusing to explain in notes.

    But the question is actually a good feature suggestion and as I haven't updated this one in a while, I am going to figure something out to make that possible. Thanks for the input! 🙏

    MrSmith2025Oct 14, 2025

    @RedPinkRetro +1
    Would be great to have a 8 model compare version.

    Workflows
    SDXL 1.0

    Details

    Downloads
    337
    Platform
    CivitAI
    Platform Status
    Available
    Created
    10/12/2024
    Updated
    5/13/2026
    Deleted
    -

    Files

    comfyuiModelCompareXL_v6.zip

    Mirrors

    HuggingFace (1 mirrors)
    CivitAI (1 mirrors)

    comfyuiModelCompare_v6.zip

    Mirrors

    CivitAI (1 mirrors)