Heads up: statuses are automated heuristics from commit dates, registry metadata and issue titles. "Stale" can mean "finished and stable"; "Error spike" means error-titled issues are unusually high for that pack lately — worth checking recent issues, not a verdict that it is broken. Always check the repo.
Samplers & schedulers ComfyUI custom nodes: which ones still work
44 of the 300 most-downloaded ComfyUI custom node packs are tagged Samplers & schedulers. 32 are active, 12 look stale (no commit in a year or repo gone), 0 show an error spike. Statuses are refreshed nightly from GitHub and the Comfy Registry — check each pack page for recent issues, ComfyUI version requirements and active forks.
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| # | Pack | Status | Downloads | Stars | Stars (30d) | Last commit | Error issues (30d) |
|---|---|---|---|---|---|---|---|
| 3 | ComfyUI-Easy-Use To enhance the usability of ComfyUI, optimizations and integrations have been implemented for several commonly used node | Active | 3,725,490 | 2779 | 2026-10-13 | 2 | |
| 5 | ComfyUI Impact Pack This node pack offers various detector nodes and detailer nodes that allow you to configure a workflow that automaticall | Active Quiet Has active fork | 3,530,089 | 3338 | 2026-04-19 | 2 | |
| 24 | efficiency-nodes-comfyui Efficiency Nodes for ComfyUI Version 2.0 A collection of ComfyUI custom nodes to help streamline workflows and reduce to | Active Quiet Has active fork | 1,103,739 | 1506 | 2026-03-31 | ||
| 29 | ComfyUI Inspire Pack This extension provides various nodes to support Lora Block Weight, Regional Nodes, Backend Cache, Prompt Utils, List Ut | Active Quiet Has active fork | 930,887 | 822 | 2025-11-17 | ||
| 35 | ComfyUI-Detail-Daemon A port of muerrilla's sd-webui-Detail-Daemon as a node for ComfyUI, to adjust sigmas that generally enhance details, and | Active | 781,832 | 967 | 2026-08-18 | ||
| 39 | ControlAltAI_Nodes Quality of Life Nodes from ControlAltAI. Flux Resolution Calculator, Flux Sampler, Flux Union ControlNet Apply, Noise Pl | Stale / abandoned | 688,067 | 211 | 2025-06-05 | ||
| 41 | tinyterraNodes Customizable xyPlot, various pipe nodes, fullscreen image viewer based on node history, dynamic widgets, interface custo | Active | 627,367 | 611 | 2026-05-17 | ||
| 55 | CRT-Nodes CRT-Nodes is a collection of custom nodes for ComfyUI | Active | 430,916 | 149 | 2026-10-14 | 2 | |
| 56 | Comfyui_TTP_Toolset This is a workflow for my simple logic amazing upscale node for DIT model. it can be common use for Flux,Hunyuan,SD3 It | Active | 411,037 | 1041 | 2026-07-07 | ||
| 60 | ComfyUI-JakeUpgrade ComfyUI workflow customization by Jake. | Active | 385,450 | 146 | 2026-05-31 | ||
| 65 | mikey_nodes Collection of convenient nodes. Wildcard, style, image, llm, haldclut, metadata, and more. | Stale / abandoned Has active fork | 354,855 | 191 | 2025-10-03 | ||
| 79 | ! OutputLists Combiner Multi-prompt, multi image generation & video batch processing in a single run to sequentially process multiple assets at | Active | 247,434 | 205 | 2026-09-14 | ||
| 82 | LanPaint Achieve seamless inpainting results without needing a specialized inpainting model. | Active | 221,840 | 1458 | 2026-09-28 | ||
| 87 | AIGODLIKE-ComfyUI-Translation It provides language settings. (Contribution from users of various languages is needed due to the support for each langu | Stale / abandoned Has active fork | 205,965 | 2460 | 2025-03-24 | ||
| 93 | ComfyUI-ppm Attention Couple for SDXL and Anima; NegPiP (negative weights in prompts) for SDXL, Anima and MOSS-Image; etc. | Active | 193,373 | 272 | 2026-10-19 | ||
| 112 | ComfyUI-AutomaticCFG My own version 'from scratch' of a self-rescaling CFG. It isn't much but it's honest work.
TLDR: set your CFG at 8 to tr | Active | 152,090 | 432 | 2026-08-01 | ||
| 115 | Dynamic Thresholding Adds nodes for Dynamic Thresholding, CFG scheduling, and related techniques | Stale / abandoned Has active fork | 149,077 | 1224 | 2025-03-14 | ||
| 118 | ComfyUI_smZNodes Nodes such as CLIP Text Encode++ to achieve identical embeddings from stable-diffusion-webui for ComfyUI. | Active | 145,246 | 333 | 2026-10-12 | 1 | |
| 123 | save-image-extended-comfyui Save as AVIF, WebP, JPEG, customize the folder, sub-folders, and filenames of your images! | Stale / abandoned Has active fork | 137,667 | 155 | 2025-09-02 | ||
| 132 | ComfyUI_essentials_mb Essential nodes. Fork from ComfyUI_essentials | Active Quiet | 123,711 | 11 | 2025-11-28 | ||
| 135 | sd-perturbed-attention Perturbed-Attention Guidance (PAG), Smoothed Energy Guidance (SEG), Sliding Window Guidance (SWG), PLADIS, Normalized At | Active Quiet Has active fork | 119,888 | 298 | 2026-03-09 | ||
| 140 | comfyui-prompt-reader-node The ultimate solution for managing image metadata and multi-tool compatibility. ComfyUI node version of the SD Prompt Re | Stale / abandoned Has active fork | 117,661 | 466 | 2025-02-01 | ||
| 148 | Skimmed_CFG A powerful anti-burn allowing much higher CFG scales for latent diffusion models (for ComfyUI) | Active | 107,810 | 234 | 2026-08-01 | ||
| 150 | ComfyUI-EulerFlowMatchingDiscreteScheduler Noise Free images with Euler Discrete Scheduler in ComfyUI with Z-Image or other models | Active Quiet Has active fork | 106,235 | 422 | 2025-12-11 | ||
| 153 | Krea 2 Identity Edit Krea 2 Identity Edit — in-context instruction-edit nodes for the Krea 2 model: source-image appearance preservation (VAE | Active | 104,242 | 711 | 2026-10-16 | ||
| 156 | ComfyUI-SaveImageWithMetaData Add a node to save images with metadata (PNGInfo) extracted from the input values of each node.
Since the values are ext | Stale / abandoned Has active fork | 102,309 | 130 | 2025-03-30 | ||
| 157 | DyPE DyPE & SEGA & PixelRush & HRDiT. Artifact-free 4K+ image generation. Flux, Nunchaku, Qwen, Z-Image, Anima, Krea-2, SDXL, | Active | 101,352 | 633 | 2026-10-14 | ||
| 182 | ComfyUI-TripleKSampler Triple-stage KSampler for Wan2.2 split models with Lightning LoRA | Active Quiet | 77,095 | 107 | 2025-11-15 | ||
| 191 | 10S Nodes Identity preservation, latent anchoring, upscale-pass quality, and STG guidance nodes for the LTX2 video diffusion model | Active | 70,438 | 252 | 2026-07-30 | ||
| 194 | ComfyUI Adaptive Guidance An implementation of adaptive guidance for ComfyUI
See https://bcv-uniandes.github.io/adaptiveguidance-wp/ | Stale / abandoned Has active fork | 69,134 | 67 | 2025-05-03 | ||
| 198 | ComfyUI-Diffusers This extension enables the use of the diffuser pipeline in ComfyUI. It also includes nodes related to Stream Diffusion. | Stale / abandoned Has active fork | 68,258 | 187 | 2025-02-20 | ||
| 206 | Z-Image Power Nodes A set of ComfyUI nodes designed specifically for the Z-Image / Z-Image-Turbo models. Pushing the best image generation m | Active | 63,898 | 368 | 2026-10-12 | ||
| 209 | ComfyUI-MiniMax-H3-Turbo 4-step turbo sampler + LoRA loader for MiniMax-H3 joint video + audio generation. | Active | 62,058 | 606 | 2026-08-14 | ||
| 210 | ComfyUI-BFSNodes Custom ComfyUI nodes for reference-guided video: BFS Sampler (guide-driven IC-LoRAs, auto crop, mask inpainting, tempora | Active | 61,688 | 126 | 2026-10-19 | 1 | |
| 214 | ComfyUI-KikoTools Simple tools for ComfyUI | Active | 61,158 | 20 | 2026-10-17 | ||
| 221 | ComfyUI-Spectrum-MiniMax-H3 A ComfyUI custom node implementing Spectrum spectral feature forecasting for native MiniMax H3 audio-video generation. | Active | 59,478 | 689 | 2026-10-08 | ||
| 228 | efficiency-nodes-ED Expansion of Efficiency Nodes for ComfyUI. Significant UX improvements.[w/NOTE: This node requires [a/efficiency-nodes-c | Active | 56,959 | 56 | 2026-05-31 | ||
| 230 | ComfyUI-sampler-lcm-alternative Nodes:LCMScheduler, SamplerLCMAlternative, SamplerLCMCycle, SamplerLCMDualNoise, SamplerLCMDuoFusion. ComfyUI Custom Sam | Stale / abandoned Has active fork | 55,529 | 145 | 2025-07-10 | ||
| 233 | ComfyUI_StarNodes NODES: StarNodes - A Big collection of Custom Nodes for ComfyUI with improvements, image tools and lots of helper nodes | Active | 55,118 | 111 | 2026-10-17 | ||
| 247 | Warped Toolset A toolset for Hunyuan Video (mainly), with some additional nodes applicable to Framepack Video and WAN Video. | Active Quiet Has active fork | 50,416 | 18 | 2026-02-13 | ||
| 248 | DemonAlone-nodes-ComfyUI A collection of nodes designed to provide mostly dynamic dropdown selectors for Samplers, Schedulers, Checkpoints, and D | Active | 50,248 | 6 | 2026-10-18 | ||
| 255 | ComfyUI-Flux-Continuum Set of custom nodes to use with the ComfyUI Flux Continuum: Modular Interface. NODES: Text Versions, Image64 Display, Ta | Active Quiet | 48,768 | 238 | 2025-12-04 | ||
| 262 | sigmas_tools_and_the_golden_scheduler A few nodes to mix sigmas and a custom scheduler that uses phi, then one using eval() to be able to schedule with custom | Stale / abandoned | 46,742 | 96 | 2025-08-21 | ||
| 283 | Plush for ComfyUI A suite of nodes that includes: - Prompt enhancers/generators that employ remote AI services and local front-ends like: | Stale / abandoned | 40,312 | 199 | 2025-07-10 |
Tags are assigned automatically from descriptions, topics and READMEs; methodology.