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No. 72 Workflow

ComfyUI

Node-based workflows for image, video and audio generation, run locally or on Comfy Cloud

ComfyUI is an open-source (GPL-3.0) node editor for building generation pipelines out of models, references and post steps, so each stage of a shot is visible and repeatable. It runs free on your own GPU via Comfy Desktop or a manual install, or on Comfy Cloud, where paid plans start at $20/mo and include partner API models billed in credits. In 2026 it added Comfy Agent (beta) for building workflows from a chat request, and Comfy MCP so outside agents such as Claude can run it.

  • 72 creators using
  • 5 news items tracked
  • 2023 first launched
  • Freemium pricing
  • Steep learning curve
At a glance

What ComfyUI can do

  • Infinite canvas Partial
  • AI agent Partial
  • Node / flow builder Yes
  • Public API Yes
  • MCP server Yes

20 of 26 capabilities confirmed

ComfyUI: Generation & editing
CapabilitySupportedDetails
Text to image Yes Stable Diffusion, SDXL, Flux and partner image models
Image editing Yes Partner image-edit models such as GPT Image 2; Bria image edit nodes (v0.36.0)
Text to video Yes Wan 3.0, Seedance 2.5, MiniMax and other video models
Image to video Yes Wan 3.0 and Seedance 2.5 video nodes (v0.34.0 onward)
Video to video Partial Video Eraser node (v0.36.0) and trim, crop and concatenate nodes
Native audio in video Not confirmed
Lip-sync Not confirmed
Voice / TTS Not confirmed
Music & SFX Yes Yue2 music model support (v0.36.0)
Upscaling Partial Upscaler models via nodes and community packs
Character consistency Not confirmed
Camera control Not confirmed
Custom training Partial Own models on Creator plan and above
Third-party models Yes Partner Nodes: Claude Opus 5.5 and Sonnet 5.5, GPT-6 Sol and Luna, Seedance 2.5, Wan 3.0, Ideogram 4.5, FLUX 3 and others
ComfyUI: Workspace
CapabilitySupportedDetails
Infinite canvas Partial Infinite node canvas; it is not a moodboard or asset board
Node / flow builder Yes Node editor, App Mode for simplified views, subgraphs
AI agent Partial Comfy Agent (beta, Oct 1 2026) builds and runs workflows on the canvas; asks before running unless auto mode is on
Chat assistant Yes Comfy Agent chat, up to 5 parallel chats
Team collaboration Partial Team plan with shared credit pool and up to 50 members; workflows can be shared via MCP
ComfyUI: Platform
CapabilitySupportedDetails
Public API Yes Developer Platform deploys a workflow as an API; Cloud API calls use credits
MCP server Yes Comfy MCP on Comfy Cloud (June 30 2026) and local comfy-mcp server (Aug 11 2026)
Mobile app Not confirmed
Desktop / local Yes Comfy Desktop and manual local install
Open source Yes GPL-3.0, about 137k GitHub stars
ComfyUI: Rights & access
CapabilitySupportedDetails
Free tier Yes Free local app; Comfy Cloud gives 5 free runs to new users
Commercial use Partial Depends on each model's and custom node's license

Yes Partial No Not confirmed by the vendor

Why it stands out

What makes ComfyUI different

  1. 01

    Open source under GPL-3.0 with a free local app; Comfy Cloud is optional and billed in credits

  2. 02

    Every step of a generation is a visible node, so a workflow can be saved, versioned and rerun for the same shot

  3. 03

    Partner Nodes put hosted models from several vendors (ByteDance, OpenAI, Anthropic, BFL, Ideogram) in one graph, paid from one credit pool

  4. 04

    Comfy MCP and the Developer Platform let a saved workflow be called by an outside agent or deployed as an API

  5. 05

    Community ecosystem of 60,000+ nodes and 900+ pre-installed cloud models, with the compatibility risk that implies

The Feature

About ComfyUI

ComfyUI gives a filmmaker a visual graph of the whole generation process: load the model and references, run the step, inspect the output, then continue. Its value is that the steps are explicit and saveable, so a shot can be rerun or adjusted without rebuilding it from memory. It is not a guarantee of a visual result. A workflow that works once still needs review for identity, geometry and motion errors before it is used at scale.

In 2026 the product moved well beyond a local Stable Diffusion tool. Partner Nodes call hosted models from OpenAI, Anthropic, ByteDance, Black Forest Labs, Ideogram and others inside the same graph, paid in Comfy Credits. Comfy Agent (beta, launched October 1, 2026) builds and edits the graph from plain-language requests on the open canvas. Comfy MCP, which launched on Comfy Cloud on June 30, 2026 and as a local server on August 11, 2026, lets Claude Code, Cursor and similar tools drive ComfyUI directly. App Mode gives a simplified front end for a finished workflow.

For a film or video team, the practical split is local versus cloud. A local install costs nothing beyond the hardware, electricity and maintenance, but model speed depends entirely on the GPU and the chosen model. Comfy Cloud removes the hardware problem and bills by credits, with plan credits that reset monthly and do not roll over. Partner-model runs also spend credits, so a cost estimate should be made per accepted shot, not per test render. Check the license of each model and custom node before using client material.

Changelog

What's new in ComfyUI

  1. Comfy Agent launches in beta

    A chat agent plans, places and runs workflows on the canvas; new accounts get some free chats, and a Desktop version is promised within weeks.

    Source: comfyui-wiki.com ↗
  2. ComfyUI v0.39.0 adds partner nodes and offline flag

    New partner nodes for Anthropic Sonnet 5.5, Ideogram 4.5, HeyGen Video 1.0 and BFL FLUX 3 Image, plus a --offline flag.

    Source: github.com ↗
  3. ComfyUI v0.38.0 adds Seedance 2.5 Draft mode

    Seedance 2.5 Draft mode, Claude Opus 5.5, GPT-6 Sol and Luna, and Seedream 5.0 Flash partner nodes, and Qwen-Image 2.1 work.

    Source: github.com ↗
  4. ComfyUI v0.35.0 adds Comfy Compiler and 3D import

    Introduces the Comfy Compiler, WAN3-Prime support, VideoTrim and VideoCrop nodes, and a File3DToMesh node for GLB, GLTF, OBJ and STL files.

    Source: github.com ↗
  5. Comfy MCP runs against local ComfyUI

    The open-source comfy-mcp server (v0.10.0 on PyPI) lets agents such as Claude Code and Cursor run workflows on a local install at 127.0.0.1:8188.

    Source: comfyui-wiki.com ↗
  6. Comfy MCP launches on Comfy Cloud

    A Model Context Protocol server at cloud.comfy.org/mcp exposes model and template search, partner-API generation and job control; generations need an active subscription.

    Source: docs.comfy.org ↗
Under the hood

Models available in ComfyUI

3 families · 3 models
  • Seedance 2.5 Latest $$$ ByteDance Draft mode added in v0.38.0; video extension in v0.34.0
  • MiniMax H3 $ MiniMax Available as a partner node
  • Wan 3.0 Latest $ Alibaba Video nodes added in v0.34.0; WAN3-Prime in v0.35.0
5 families · 5 models
  • Meshy 7.1 Latest — Meshy Added in v0.37.0
  • Claude Opus 5.5 Latest — Anthropic Partner node in v0.38.0; text and prompt-side use

$ · $$ · $$$ = relative cost against other models of the same type, on fal.ai list prices. Cost inside ComfyUI depends on its own plans and credits.

Before you build a production workflow

Choose one representative shot, check its model requirements, and review the output before committing a whole sequence. This is a documentation-based guide, not a hands-on performance review.

Technical copy checked on 15 September 2026 by ReelStack using official documentation. Earlier blanket hardware and reproducibility claims have been corrected.

Plan the shots before building a workflow → · Explore creator lessons about ComfyUI →

Key Features

  • Visual node editor with inspectable intermediate outputs
  • App Mode: simplified front end for a finished workflow, switchable to the node graph
  • Comfy Agent (beta): builds and runs workflows on the canvas from a chat request
  • Comfy MCP: cloud and local servers for Claude Code, Claude Desktop, Cursor and Codex
  • Partner Nodes for hosted models, paid in Comfy Credits
  • Developer Platform: deploy a workflow as an API
  • Subgraphs and reusable workflow blueprints
  • Local install via Comfy Desktop or manual setup, GPL-3.0
  • Comfy Cloud with 900+ pre-installed models and own-model upload on paid plans
The Verdict

When to reach for it — and when to skip

Reach for it when…

  • Makes a multi-step generation process inspectable and repeatable
  • Free local app with no per-generation fee
  • Fast release cadence: partner models and video nodes arrive within weeks
  • Agent and MCP access for teams already working in Claude or Cursor

Skip it when…

  • Node graphs take time to learn; App Mode hides the detail until you need it
  • Local speed depends entirely on your GPU and model choice
  • Custom nodes and frequent updates can break saved workflows
  • Credits are spent on partner models and cloud GPU time; per-shot cost is hard to forecast
  • Comfy Agent and Comfy MCP are beta or early release

Best For

✓ Ideal for

  • Filmmakers who need a repeatable, documented process for a series of shots
  • Motion and VFX teams combining several models in one pass
  • Studios that want local GPU generation with a free app and no per-render fee
  • Teams building a template for a client's recurring deliverable

✗ Not built for

  • Creators who want a one-prompt tool with no graph to manage
  • Productions that need guaranteed output fidelity or identity lock without review
Field Notes

Working Tips from Filmmakers Using ComfyUI

  1. 01 Start with one representative shot and record the model, workflow version and settings before scaling.
  2. 02 Price each workflow per accepted shot, not per test render; partner models spend credits on every run.
  3. 03 Pin custom node versions and keep a known-working workflow before updating, since updates can break graphs.
  4. 04 Use the free local app to build and debug graphs, then move only the final runs to Cloud to save credits.
Pricing

ComfyUI pricing in 2026

ComfyUI plans and pricing
Plan Price What you get
Local Free none
  • Comfy Desktop or manual install
  • Runs on your own GPU
  • Custom nodes and local models
Standard $20/mo or $16/mo yearly monthly or yearly
  • 50,400 credits per year
  • 30-minute max runtime
  • No own models
  • API concurrency 1
Creator $35/mo or $28/mo yearly monthly or yearly
  • 88,800 credits per year
  • 30-minute max runtime
  • Own models
  • API concurrency 3
Pro $100/mo or $80/mo yearly monthly or yearly
  • 253,200 credits per year
  • 1-hour max runtime
  • Own models
  • API concurrency 5
Team $700/mo or $630/mo yearly monthly or yearly
  • 1,772,400 credits per year
  • Shared credit pool
  • Up to 50 members
  • API concurrency 25
Enterprise Custom custom
  • Custom credits and limits
  • Developer Platform and enterprise infrastructure

Prices checked against ComfyUI's pricing page on 9 Oct 2026. Vendors change plans often, so confirm before you buy.

Side by side

ComfyUI vs Replicate

ComfyUI vs Replicate
ComfyUI Replicate
Price Local app free (GPL-3.0); Comfy Cloud Standard $20/mo ($16/mo billed yearly) Pay per second of hardware: $0.000225/s (T4) to $0.001525/s (H100). No monthly plan on the pricing page; enterprise is custom.
Infinite canvas Partial No
Node / flow builder Yes Not confirmed
AI agent Partial No
Chat assistant Yes No
Team collaboration Partial Not confirmed
Text to image Yes Yes
Image editing Yes Not confirmed
Text to video Yes Yes
Image to video Yes Yes
Video to video Partial Not confirmed
Native audio in video Not confirmed Yes
Voice / TTS Not confirmed Yes
Music & SFX Yes Yes
Upscaling Partial Not confirmed
Custom training Partial Yes
Third-party models Yes Yes
Public API Yes Yes
MCP server Yes Yes
Desktop / local Yes Partial
Open source Yes Partial
Free tier Yes Not confirmed
Commercial use Partial Not confirmed
Starting price Free local; Cloud from $20/mo Pay per use
Pricing model Local free; Cloud credits in monthly plans Per run time or per output (image or second of video)
Video price example Credits per run; RTX 6000 Pro at 957.94 credits/hr Wan 2.1 i2v 480p at $0.09 per output second
Local install Yes, GPL-3.0 No; custom models can be packaged with Cog
Hosted third-party models Yes, via Partner Nodes paid in credits Yes, e.g. FLUX 1.1 Pro at $0.04 per image

Each column comes from that tool's own researched page. "Not confirmed" means the vendor doesn't say.

Open the full ComfyUI vs Replicate comparison →

Use Cases

Build a shot-generation graph that takes a reference still, a model and a motion prompt, then saves the settings for reuseTest one representative shot in local ComfyUI, then rerun it on Comfy Cloud before committing to a batchCombine a partner video model with a local upscaler and colour pass in one saved workflowHave Claude Code run a saved workflow over a list of prompts via Comfy MCP

Integrations

Stable Diffusion (SD1.x, SDXL, Cascade, SD3)Flux by Black Forest LabsVideo models (AnimateDiff, Mochi, Hunyuan Video)ControlNet and T2I-AdapterGFPGAN for face restorationReal-ESRGAN and upscaling modelsCustom node ecosystems (BNK-Nodes, Impact Pack, etc.)RunPod and Vast.ai cloud GPU integration

Tags

#open-source#node-based#local-ai#gpu-local#comfy-cloud#workflow#video-generation#mcp
How we checked this

Sources

Facts on this page were checked against ComfyUI's own pricing, product and changelog pages on , then cross-checked with independent coverage where vendor pages were silent. Anything we couldn't confirm is marked "Not confirmed" rather than guessed.

  1. Comfy Cloud pricing page comfy.org
  2. ComfyUI GitHub releases github.com
  3. Comfy homepage comfy.org
  4. Comfy MCP documentation docs.comfy.org
  5. Comfy Agent launch coverage comfyui-wiki.com
  6. Comfy MCP local server coverage comfyui-wiki.com
  7. ComfyUI repository (license, stars) github.com
  8. Replicate pricing page replicate.com

Spotted something out of date? Tell us and we'll re-check it.

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