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    Published March 17, 2026by JoyDopamine

    Need help with a reliable multi-character workflow for ComfyUI / SDXL

    465 views11 reactions7 comments on CivitAI2 collected
    musing

    Hi everyone,

    Seeing @fateno4455131’s Hololive Bounty ! Drawn to Dawn Celebration !!! (47500 buzz) made me revisit a problem that has been bothering me for a long time: multi-character feature bleeding.

    I can get good results when I generate each character on their own, but when I try to put both of them into the same image, the model starts mixing their key traits.

    For example:

    • one character is supposed to have a halo, tentacles, and a purple eldritch vibe

    • the other is supposed to have phoenix wings, fire, and an orange/teal vibe

    Separately, both images look great.
    Together, the model often mixes halos, wings, colors, and effects between them.

    Here are my examples:

    Character A

    Character A

    Character B

    Character B

    Combined attempt

    Combined Image

    The combined image gets close to what I want composition-wise, but the identity separation is still unreliable.

    I’ve already tried:

    • BREAK-based prompt separation

    • left/right emphasis

    • stronger weighting

    • positive/negative prompt control

    But I still don’t have a workflow I can really trust for this type of two-character scene.

    So I wanted to ask:

    What is the best current workflow in ComfyUI / SDXL for keeping two visually distinct characters separated in one image?

    If anyone has good results with:

    • Regional Prompting

    • Latent Couple

    • Conditioning Set Area

    • IPAdapter

    • ControlNet

    • layered workflows

    • inpaint-based correction

    please let me know.

    Thanks.