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Controlnet Flux Comparison — v1.0

This is a Workflow to compare the different Controlnets for Flux 1.D (Flux Dev). If you want to better understand how the Controlnets for Flux work, you should tinker around with the settings -> this workflow allows...

Sourcecivitai.com/models/894470
TaskMultiCapabilitiesImage to image · Text to imageFamilyFLUXEstimated VRAMNot yet characterizedBgrade

Runtime profile

Access
External workflow
Status
Listed
Source
Civitai
Updated
Oct 2, 2026

Source description

This is a Workflow to compare the different Controlnets for Flux 1.D (Flux Dev). If you want to better understand how the Controlnets for Flux work, you should tinker around with the settings -> this workflow allows you to compare the result.

Some observations I made:

depth, sketch & canny work really well with a photorealstic input

openpose sometimes keeps the lines of the skeleton

the more controlnets you stack, the darker the image gets

What you need

Hardware and download-size estimates are not available yet.

Requirements

Models

3

Node packs

22

  • AnimeLineArtPreprocessor

    Found

    Node pack · Unknown

  • CannyEdgePreprocessor

    Found

    Node pack · Unknown

  • CheckpointLoaderSimple

    Possible

    Node pack · Unknown

  • CLIPTextEncode

    Possible

    Node pack · Unknown

  • ControlNetApplyAdvanced

    Possible

    Node pack · Unknown

  • ControlNetLoader

    Possible

    Node pack · Unknown

  • CR Seed

    Found

    Node pack · Unknown

  • DepthAnythingPreprocessor

    Found

    Node pack · Unknown

  • DWPreprocessor

    Possible

    Node pack · Unknown

  • EmptyLatentImage

    Possible

    Node pack · Unknown

  • Fast Bypasser (rgthree)

    Not resolved

    Node pack · Unknown

  • FluxGuidance

    Not resolved

    Node pack · Unknown

  • HEDPreprocessor

    Found

    Node pack · Unknown

  • HintImageEnchance

    Found

    Node pack · Unknown

  • Image Comparer (rgthree)

    Not resolved

    Node pack · Unknown

  • Image Rembg (Remove Background)

    Found

    Node pack · Unknown

  • ImageBatchMulti

    Possible

    Node pack · Unknown

  • KSampler

    Possible

    Node pack · Unknown

  • LoadImage

    Possible

    Node pack · Unknown

  • Mute / Bypass Repeater (rgthree)

    Not resolved

    Node pack · Unknown

  • PreviewImage

    Possible

    Node pack · Unknown

  • Scribble_XDoG_Preprocessor

    Found

    Node pack · Unknown

AI-generated commentary

AI-generated explanation based on source and configuration details. Suggestions are clearly labeled.

Purpose

  • Controlnet Flux Comparison is a Workflow for comparing different ControlNets for Flux 1.D (Flux Dev) by changing settings. It uses an image and ControlNet settings, then lets you compare the results.

Flow

  • For a photorealistic input, the source reports that depth, sketch, and canny work really well.

Inputs and outputs

  • Input: the description specifically discusses a photorealistic image for depth, sketch, and canny comparisons.

  • Output: the workflow compares results, and its listed nodes include LoadImage, PreviewImage, Image Comparer (rgthree), and VAEDecode.

Setup

  • The workflow is published by Levilo and uses Flux.1 D as its base model.

Dependencies

  • The workflow references flux/flux_1_dev_controlnet_union_pro_shakker_labs.safetensors and flux/Flux1-dev-fp8.safetensors.

  • It also lists AnimeLineArtPreprocessor, CannyEdgePreprocessor, ControlNetLoader, and KSampler.

  • Other listed nodes include CR Seed, EmptyLatentImage, and ImageBatchMulti.

Configuration

  • Change the settings to compare ControlNet results, as the description suggests.

    Suggestion · not verified

Cautions

  • Before use, verify that the referenced model files and listed node packs are available in your environment.

    Suggestion · not verified

  • Check openpose results because the source reports it sometimes keeps skeleton lines.

    Suggestion · not verified

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Sources

1 source
CivitaiPrimary
civitai.com/models/894470

Verified Jul 20

Source excerpts

1 excerpt
NoteJul 20civitai.com/models/894470

Source context: 612 downloads · Type Workflows · Base model Flux.1 D