A list of the top custom node types found in ComfyUI workflows (with github links).
LCM_img2img_Sampler_Advanced
ImageNormalization-badger
Generation Parameter Input
Generation Parameter Output
AnimateDiffSlidingWindowOptions
BSZPrincipledConditioning
BNK_CLIPTextEncodeAdvanced
BNK_CLIPTextEncodeSDXLAdvanced
BNK_CutoffRegionsToConditioning
BNK_CutoffRegionsToConditioning_ADV
BNK_TiledKSamplerAdvanced
Apply Invisible Watermark
Latent Diffusion Mega Modifier
Conditioning area scale by ratio
ConditioningSetArea with tuples
ConditioningSetAreaEXT_DF
LatentComposite with tuples
KSampler Gradually Adding More Denoise (efficient)
Make Interpolation State List
AnimeFace_SemSegPreprocessor
BAE-NormalMapPreprocessor
ImageGenResolutionFromImage
ImageGenResolutionFromLatent
LeReS-DepthMapPreprocessor
Manga2Anime_LineArt_Preprocessor
MediaPipe-FaceMeshPreprocessor
MiDaS-DepthMapPreprocessor
MiDaS-NormalMapPreprocessor
OneFormer-ADE20K-SemSegPreprocessor
OneFormer-COCO-SemSegPreprocessor
Scribble_XDoG_Preprocessor
UniFormer-SemSegPreprocessor
Add Noise to Image with Mask
Displace Image with Depth
Displace Images with Mask
BatchPromptScheduleEncodeSDXL
BatchPromptScheduleLatentInput
BatchPromptScheduleNodeFlowEnd
BatchPromptScheduleSDXLLatentInput
BatchValueScheduleLatentInput
PromptScheduleNodeFlowEnd
convertKeyframeKeysToBatchKeys
Conditioning Switch (JPS)
Crop Image TargetSize (JPS)
Disable Enable Switch (JPS)
Enable Disable Switch (JPS)
Generation Settings (JPS)
Generation Settings Pipe (JPS)
Generation TXT IMG Settings (JPS)
Get Date Time String (JPS)
IP Adapter Settings (JPS)
IP Adapter Settings Pipe (JPS)
Images Masks MultiPipe (JPS)
Multiply Float Float (JPS)
Resolution Multiply (JPS)
Revision Settings Pipe (JPS)
SDXL Basic Settings (JPS)
SDXL Basic Settings Pipe (JPS)
SDXL Fundamentals MultiPipe (JPS)
SDXL Prompt Handling (JPS)
SDXL Prompt Handling Plus (JPS)
SDXL Recommended Resolution Calc (JPS)
Sampler Scheduler Settings (JPS)
Image Remove Background (rembg)
ACN_AdvancedControlNetApply
DiffControlNetLoaderAdvanced
LatentKeyframeBatchedGroup
ScaledSoftControlNetWeights
ADE_AnimateDiffLoRALoader
ADE_AnimateDiffLoaderV1Advanced
ADE_AnimateDiffLoaderWithContext
ADE_AnimateDiffModelSettings
ADE_AnimateDiffModelSettingsAdvancedAttnStrengths
ADE_AnimateDiffModelSettingsSimple
ADE_AnimateDiffModelSettings_Release
ADE_AnimateDiffUniformContextOptions
ADE_AnimateDiffUniformContextOptionsExperimental
ADE_EmptyLatentImageLarge
CheckpointLoaderSimpleWithNoiseSelect
KepOpenAI_ImageWithPrompt
MatteAnything_GenerateVITMatte
MatteAnything_InitSamPredictor
MatteAnything_LoadVITMatteModel
MatteAnything_SAMMaskFromBoxes
ImageCompositeAbsoluteByContainer
ImageCompositeRelativeByContainer
ImageContainerInheritanceAdd
ImageContainerInheritanceMax
ImageContainerInheritanceScale
ImageContainerInheritanceSum
ImageDrawChordByContainer
ImageDrawEllipseByContainer
ImageDrawPiesliceByContainer
ImageDrawRectangleByContainer
ImageDrawRectangleRounded
ImageDrawRectangleRoundedByContainer
ImageEffectsLensChromaticAberration
ImageEffectsLensOpticAxis
ImageEffectsLensZoomBurst
ImageFilterEdgeEnhanceMore
ImageFilterGaussianBlurAdvanced
ImageSegmentationCustomAdvanced
ImageTextMultilineOutlined
ImageTransformCropAbsolute
ImageTransformCropCorners
ImageTransformCropRelative
ImageTransformPaddingAbsolute
ImageTransformPaddingRelative
ImageTransformResizeAbsolute
ImageTransformResizeRelative
ImagePadForBetterOutpaint
CR Apply Multi-ControlNet
CR Conditioning Input Switch
CR ControlNet Input Switch
CR Encode Scheduled Prompts
CR Hires Fix Process Switch
CR Image Input Switch (4 way)
CR Img2Img Process Switch
CR Interpolate Prompt Weights
CR Load Schedule From File
CR Load Scheduled ControlNets
CR Load XY Annotation From File
CR Multi-ControlNet Stack
CR Multi-Panel Meme Template
CR Output Schedule To File
CR Overlay Transparent Image
CR Popular Meme Templates
CR Prompt Weight Scheduler
CR SDXL Base Prompt Encoder
CR SDXL Prompt Mix Presets
CR Schedule Camera Movements
CR Schedule To ScheduleList
CR Simple Image Watermark
CR Simple Prompt List Keyframes
CR Simple Prompt Scheduler
CR Simple Value Scheduler
CR Spawn Workflow Instance
CR Text Input Switch (4 way)
DocumentClassificationNode
FoodCategoryClassifierNode
ImageFilterByFloatScoreNode
ImageFilterByIntScoreNode
SegformerNodeMergeSegments
RerouteTextForCLIPTextEncodeA1111
SeargeConditioningParameters
SeargeControlnetAdapterV2
SeargeCustomAfterUpscaling
SeargeCustomAfterVaeDecode
SeargeGenerationParameters
SeargeImage2ImageAndInpainting
SeargeSDXLBasePromptEncoder
SeargeSDXLImage2ImageSampler
SeargeSDXLImage2ImageSampler2
SeargeSDXLRefinerPromptEncoder
tri3d-extract-parts-batch
tri3d-extract-parts-batch2
tri3d-extract-parts-mask-batch
tri3d-position-parts-batch
tri3d-skin-feathered-padded-mask
Blend Latents (PPF Noise)
Cross-Hatch Power Fractal (PPF Noise)
Images as Latents (PPF Noise)
Perlin Power Fractal Latent (PPF Noise)
Cross-Hatch Power Fractal Settings (PPF Noise)
Latent Adjustment (PPF Noise)
Latents to CPU (PPF Noise)
Linear Cross-Hatch Power Fractal (PPF Noise)
Perlin Power Fractal Settings (PPF Noise)
Power KSampler Advanced (PPF Noise)
Power-Law Noise (PPF Noise)
VAEEncodeForInpaint (WAS)
Bounded Image Blend with Mask
Bounded Image Crop with Mask
CLIPTextEncode (BlenderNeko Advanced + NSP)
Checkpoint Loader (Simple)
Conditioning Input Switch
Control Net Model Input Switch
Create Grid Image from Batch
Create Morph Image from Path
Diffusers Hub Model Down-Loader
Image Chromatic Aberration
Image Crop Square Location
Image Dragan Photography Filter
Image Edge Detection Filter
Image Monitor Effects Filter
Image Paste Crop by Location
Image Perlin Power Fractal
Image Rembg (Remove Background)
Image Remove Background (Alpha)
Image SSAO (Ambient Occlusion)
Image SSDO (Direct Occlusion)
Image Shadows and Highlights
Image Voronoi Noise Filter
Latent Upscale by Factor (WAS)
Mask Crop Dominant Region
Mask Crop Minority Region
MiDaS Depth Approximation
Prompt Multiple Styles Selector
Samples Passthrough (Stat System)
Text Find and Replace Input
Text Find and Replace by Dictionary
Text Parse A1111 Embeddings
Text Parse Noodle Soup Prompts
True Random.org Number Generator
conditioning-util-input-switch
hks-util-cal-denoise-step
img-util-switch-input-image
io-util-file-list-get-text
region-util-get-by-center-and-size
region-util-get-crop-location-from-center-size-text
region-util-get-pad-out-location-by-size
text-util-prompt-add-prompt
text-util-prompt-adv-search
text-util-prompt-unweight
TacoImg2ImgAnimatedLoader
TacoImg2ImgAnimatedProcessor
ZuellniPickScoreImageProcessor
ZuellniPickScoreTextProcessor
NormalizedAmplitudeDrivenString
NormalizedAmplitudeToGraph
NormalizedAmplitudeToNumber
Asymmetric_Tiling_KSampler
Big Latent Switch [Dream]
Big Palette Switch [Dream]
Common Frame Dimensions [Dream]
FFMPEG Video Encoder [Dream]
Float to Log Entry [Dream]
Frame Count Calculator [Dream]
Frame Counter (Directory) [Dream]
Frame Counter (Simple) [Dream]
Frame Counter Info [Dream]
Frame Counter Offset [Dream]
Frame Counter Time Offset [Dream]
Image Brightness Adjustment [Dream]
Image Color Shift [Dream]
Image Contrast Adjustment [Dream]
Image Sequence Blend [Dream]
Image Sequence Loader [Dream]
Image Sequence Saver [Dream]
Image Sequence Tweening [Dream]
Noise from Area Palettes [Dream]
Noise from Palette [Dream]
Palette Color Align [Dream]
Palette Color Shift [Dream]
Sample Image Area as Palette [Dream]
Sample Image as Palette [Dream]
Smooth Event Curve [Dream]
String to Log Entry [Dream]
Triangle Event Curve [Dream]
ApplyMeshTransformAsShapeKey
Batch Crop Resize Inplace
Batch Resize Image for SDXL
Checkpoint Loader Simple Mikey
Empty Latent Ratio Custom SDXL
Empty Latent Ratio Select SDXL
Mikey Sampler Base Only Advanced
Mikey Sampler Tiled Base Only
MikeySamplerTiledAdvanced
Save Image With Prompt Data
Style Conditioner Base Only
WildcardAndLoraSyntaxProcessor
AB SamplerCustom (experimental)
BuildColorRangeAdvanced (hsv)
CLIPEncodeMultipleAdvanced
CheckpointLoaderSimple (dirty)
Conditioning (combine multiple)
Conditioning (combine selective)
Conditioning Grid (string)
Conditioning Grid (string) Advanced
ControlNetHadamard (manual)
FlatLatentsIntoSingleGrid
HypernetworkLoader (dirty)
Input/String to Int Array
MaskGrid N KSamplers Advanced
Merge Latent Batch Gridwise
Repeat Into Grid (latent)
SetRequestStateToComplete
CLIPTextEncodeSDXL-Multi-IO
Empty Latent Image from Aspect-Ratio
Load Image And Resize To Fit
OTX Integer Multiple Inputs 4
OTX Integer Multiple Inputs 5
OTX Integer Multiple Inputs 6
OTX Versatile Multiple Inputs 4
OTX Versatile Multiple Inputs 5
OTX Versatile Multiple Inputs 6
KSampler Advanced with Variations
DiTCheckpointLoaderSimple
CivitAI_Checkpoint_Loader
CLIPTextEncodeSDXLRefiner
ConditioningSetAreaPercentage
ConditioningSetTimestepRange
ImageOnlyCheckpointLoader
ModelSamplingContinuousEDM
ModelMergeSDXLDetailedTransformers
ModelMergeSDXLTransformers
ModelSamplerTonemapNoiseTest
RescaleClassifierFreeGuidanceTest
TonemapNoiseWithRescaleCFG
PixelArtDetectorConverter
Prettify Prompt Using distilgpt2
CM_Vec2ToScalarBinaryOperation
CM_Vec2ToScalarUnaryOperation
CM_Vec3ToScalarBinaryOperation
CM_Vec3ToScalarUnaryOperation
CM_Vec4ToScalarBinaryOperation
CM_Vec4ToScalarUnaryOperation
Count Files in Directory (FW)
StateDictMergerBlockWeighted
StateDictMergerBlockWeightedMulti
KSampler With Refiner (Fooocus)
LoraLoaderStackedAdvanced
Join XY Inputs of Same Type
KSampler Adv. (Efficient)
XY Input: Add/Return Noise
XY Input: Aesthetic Score
XY Input: Control Net Plot
XY Input: Manual XY Entry
XY Input: Sampler/Scheduler
YANC.FormatDatetimeString
YANC.GetWidgetValueString
Load Lines From Text File
BatchCropFromMaskAdvanced
ConditioningSetMaskAndCombine
ConditioningSetMaskAndCombine3
ConditioningSetMaskAndCombine4
ConditioningSetMaskAndCombine5
GradientPatchModelAddDownscale
Remove Image Background (abg)
CheckpointLoaderSimpleText
CLIPTextEncodeWithWildcards
BasicPipeToDetailerPipeSDXL
CoreMLDetailerHookProvider
DenoiseScheduleHookProvider
ImpactCombineConditionings
ImpactConditionalStopIteration
ImpactControlNetApplySEGS
ImpactDilate_Mask_SEG_ELT
ImpactHFTransformersClassifierProvider
ImpactImageBatchToImageList
ImpactKSamplerAdvancedBasicPipe
ImpactQueueTriggerCountdown
ImpactScaleBy_BBOX_SEG_ELT
ImpactSimpleDetectorSEGSPipe
ImpactSimpleDetectorSEGS_for_AD
MaskToSEGS_for_AnimateDiff
NoiseInjectionDetailerHookProvider
NoiseInjectionHookProvider
PixelKSampleUpscalerProvider
PixelKSampleUpscalerProviderPipe
PixelTiledKSampleUpscalerProvider
PixelTiledKSampleUpscalerProviderPipe
SEGSDetailerForAnimateDiff
TwoAdvancedSamplersForMask
TwoSamplersForMaskUpscalerProvider
TwoSamplersForMaskUpscalerProviderPipe
UltralyticsDetectorProvider
AnimeLineArt_Preprocessor_Provider_for_SEGS //Inspire
ApplyRegionalIPAdapters //Inspire
BindImageListPromptList //Inspire
CacheBackendData //Inspire
CacheBackendDataList //Inspire
CacheBackendDataNumberKey //Inspire
CacheBackendDataNumberKeyList //Inspire
Canny_Preprocessor_Provider_for_SEGS //Inspire
ChangeImageBatchSize //Inspire
Color_Preprocessor_Provider_for_SEGS //Inspire
DWPreprocessor_Provider_for_SEGS //Inspire
FakeScribblePreprocessor_Provider_for_SEGS //Inspire
FromIPAdapterPipe //Inspire
HEDPreprocessor_Provider_for_SEGS //Inspire
InpaintPreprocessor_Provider_for_SEGS //Inspire
KSamplerAdvanced //Inspire
KSamplerAdvancedProgress //Inspire
KSamplerProgress //Inspire
LeRes_DepthMap_Preprocessor_Provider_for_SEGS //Inspire
LineArt_Preprocessor_Provider_for_SEGS //Inspire
LoadImageListFromDir //Inspire
LoadImagesFromDir //Inspire
LoadPromptsFromDir //Inspire
LoadPromptsFromFile //Inspire
LoraLoaderBlockWeight //Inspire
Manga2Anime_LineArt_Preprocessor_Provider_for_SEGS //Inspire
MediaPipeFaceMeshDetectorProvider //Inspire
MediaPipe_FaceMesh_Preprocessor_Provider_for_SEGS //Inspire
MiDaS_DepthMap_Preprocessor_Provider_for_SEGS //Inspire
OpenPose_Preprocessor_Provider_for_SEGS //Inspire
PromptExtractor //Inspire
RegionalConditioningColorMask //Inspire
RegionalConditioningSimple //Inspire
RegionalIPAdapterColorMask //Inspire
RegionalIPAdapterEncodedColorMask //Inspire
RegionalIPAdapterEncodedMask //Inspire
RegionalIPAdapterMask //Inspire
RegionalPromptColorMask //Inspire
RegionalPromptSimple //Inspire
RegionalSeedExplorerColorMask //Inspire
RegionalSeedExplorerMask //Inspire
RemoveBackendData //Inspire
RemoveBackendDataNumberKey //Inspire
RetrieveBackendData //Inspire
RetrieveBackendDataNumberKey //Inspire
TilePreprocessor_Provider_for_SEGS //Inspire
ToIPAdapterPipe //Inspire
XY Input: Lora Block Weight //Inspire
Zoe_DepthMap_Preprocessor_Provider_for_SEGS //Inspire
Custom Date Format | sokes 🦬
Latent Switch x9 | sokes 🦬
DynamicThresholdingSimple
Batch Float Assemble (mtb)
Get Batch From History (mtb)
Image Remove Background Rembg (mtb)
Image Resize Factor (mtb)
Interpolate Clip Sequential (mtb)
Load Face Analysis Model (mtb)
Load Face Enhance Model (mtb)
Load Face Swap Model (mtb)
Load Image From Url (mtb)
Load Image Sequence (mtb)
Model Patch Seamless (mtb)
Save Image Sequence (mtb)
NegiTools_OpenAiTranslate
Chat_Message_fromString _O
GetImage_(Width&Height) _O
GetLatent_(Width&Height) _O
ImageScaleFactorSimple _O
LatentUpscaleFactorSimple _O
replace String advanced _O
LLM Prompt Upsampling - Ostris
ACN_AdvancedControlNetApplyImport
BatchCreativeInterpolation
ControlNetLoaderAdvancedImport
DiffControlNetLoaderAdvancedImport
LatentKeyframeBatchedGroupImport
LatentKeyframeGroupImport
ScaledSoftControlNetWeightsImport
AdaptiveCannyDetector_PoP
ConditioningMultiplier_PoP
ConditioningNormalizer_PoP
SRL Conditional Interrrupt
VAEDecodeConsistencyDecoder
VAELoaderConsistencyDecoder
OpenposePreprocessorInterpolate
AV_CheckpointModelsToParametersPipe
AV_ControlNetEfficientLoader
AV_ControlNetEfficientLoaderAdvanced
AV_ControlNetEfficientStacker
AV_ControlNetEfficientStackerSimple
AV_ControlNetPreprocessor
AV_ParametersPipeToCheckpointModels
AV_ParametersPipeToPrompts
AV_PromptsToParametersPipe
PrepareImageAndMaskForInpaint
LoraTextExtractor-b1f83aa2
DiscoDiffusion_DiscoDiffusion
DiscoDiffusion_DiscoDiffusionExtraSettings
DiscoDiffusion_GuidedDiffusionLoader
DiscoDiffusion_OpenAICLIPLoader
Nui.DynamicPromptsTextGen
UltimateSDUpscaleNoUpscale
GroundingDinoModelLoader (segment anything)
GroundingDinoSAMSegment (segment anything)
InvertMask (segment anything)
SAMModelLoader (segment anything)
CheckpointLoaderSimpleSequence
VAEEncodeForInpaintSequence
Auto Merge Block Weighted
KSamplerPromptEditAndAlternate
LCMGenerate_ReferenceOnly
LCMGenerate_img2img_IPAdapter
LCMGenerate_img2img_controlnet
LCMLoader_controlnet_inpaint
ESS Aesthetic Scoring Auto
ESS Combo Parameterizer & Prompts
ESS Eight Input Text Switch
ESS Image Saver with JSON
ESS Parameterizer & Prompts
ESS Six Input Text Switch
ESS Six Integer IO Switch
ESS Six Integer IO Widget
♾️🌊✨ Image Saver with JSON
Fans Prompt Styler Negative
Fans Prompt Styler Positive
Alternating KSampler (WLSH)
Build Filename String (WLSH)
CLIP +/- w/Text Unified (WLSH)
CLIP Positive-Negative (WLSH)
CLIP Positive-Negative XL (WLSH)
CLIP Positive-Negative XL w/Text (WLSH)
CLIP Positive-Negative w/Text (WLSH)
Checkpoint Loader w/Name (WLSH)
Empty Latent by Pixels (WLSH)
Empty Latent by Ratio (WLSH)
Empty Latent by Size (WLSH)
Generate Border Mask (WLSH)
Image Load with Metadata (WLSH)
Image Save with Prompt (WLSH)
Image Save with Prompt File (WLSH)
Image Save with Prompt/Info (WLSH)
Image Save with Prompt/Info File (WLSH)
Image Scale By Factor (WLSH)
Image Scale by Shortside (WLSH)
Quick Resolution Multiply (WLSH)
Resolutions by Ratio (WLSH)
SDXL Quick Empty Latent (WLSH)
SDXL Quick Image Scale (WLSH)
Save Positive Prompt(WLSH)
Simple Pattern Replace (WLSH)
Simple String Combine (WLSH)
Upscale by Factor with Model (WLSH)
VAE Encode for Inpaint w/Padding (WLSH)
SDXLPromptStylerbyComposition
SDXLPromptStylerbyCyberpunkSurrealism
SDXLPromptStylerbyEnvironment
SDXLPromptStylerbyFantasySetting
SDXLPromptStylerbyImpressionism
SDXLPromptStylerbyLighting
SDXLPromptStylerbyMileHigh
SDXLPromptStylerbyMythicalCreature
SDXLPromptStylerbyOriginal
SDXLPromptStylerbyQuantumRealism
SDXLPromptStylerbySteamPunkRealism
SDXLPromptStylerbySubject
SDXLPromptStylerbySurrealism
SDXLPromptStylerbyTimeofDay
SDXLPromptbyContemporaryNordicArt
SDXLPromptbyGothicRevival
SDXLPromptbyRomanticNationalismArt
Text Utils - Join N-Elements of String List
Text Utils - Join String List
Text Utils - Join Strings
Text Utils - Split String to List
Image_generation_Conditioning
DTSingleLineStringVariable
DTSingleLineStringVariableNoClip
TdxhStringInputTranslator