#llmsmap.me

Unabhängiges technisches Audit

docs.comfy.org

docs.comfy.org

Gesamtwert der KI-Bereitschaft

Zusammengefasster Wert aus allen Auditsignalen.

63von 100Mittel
Audit der KI-Bereitschaft: 5.9.2026Öffentliche technische Daten

Gesamtbewertung der KI-Bereitschaft

Wie gut docs.comfy.org auf KI-Systeme vorbereitet ist

63/100

ComfyUI (docs.comfy.org) erreichte im automatisierten technischen Audit 63/100 Punkte bei der KI-Bereitschaft. llms.txt war erreichbar, llms-full.txt war nicht auffindbar und ai.txt war nicht auffindbar. Die robots.txt-Analyse ergab 0 ausdrücklich erlaubte und 0 blockierte KI-Crawler sowie 1 deklarierte Sitemap. Die Vollständigkeit des Homepage-Markups lag bei 0%; es wurden keine Schema.org-Typen erkannt. Erkannte OpenGraph-Tags: 0. Die Ergebnisse entsprechen den öffentlich erreichbaren Antworten der Website zum Prüfzeitpunkt 2026-09-05T03:09:43.788Z.

Kontext der Bewertung

Die Prüfung kombiniert maschinenlesbare Dateien, Crawler-Regeln, Sitemaps und Homepage-Markup. llms.txt ist erreichbar und umfasst 24.976 Tokens.

robots.txt ist verfügbar; blockierte KI-Bots: 0. Deklarierte Sitemaps: 1. Keine Schema.org-Typen erkannt.

Mobiles Lighthouse-Profil: Performance 52/100, Barrierefreiheit 91/100, SEO 92/100.

Bestätigte Stärken

  • llms.txt ist erreichbar
  • Öffentliche Website-Struktur wurde geprüft
  • 1 Sitemap-Angaben
  • OpenGraph und Canonical-Signale wurden geprüft

Wichtige Verbesserungen

  1. 1llms-full.txt für ausführlicheren Kontext ergänzen.
  2. 2JSON-LD für Organisation, Website und Hauptentitäten ergänzen.
llms.txt-Tokens24.976
llms-full.txt-Tokens
ai.txt
sitemap.xml

Technisches Profil von Google Lighthouse

Eine mobile Lighthouse-Messung. Die experimentelle Kategorie Agentic Browsing wird separat gezeigt und ersetzt nicht den LLMSMap-Gesamtwert.

Mobil · Lighthouse
52

Performance

91

Barrierefreiheit

100

Best Practices

92

Technisches SEO

67

Agentic Browsing

Bedeutung der Ergebnisse

Die mobile Performance liegt bei 52/100; der größte sichtbare Inhalt erschien nach 17.7 s und der Hauptthread war für 360 ms blockiert. Die Layout-Verschiebung betrug 0. Lange Aufgaben verzögern Eingaben von Nutzern und Browser-Agenten.

Barrierefreiheit: 91/100, Best Practices: 100/100, technisches SEO: 92/100. Die experimentelle Kategorie Agentic Browsing erreichte 67/100 und wird getrennt vom LLMSMap-Gesamtwert angezeigt.

1

Hauptthread entlasten und ersten Bildschirm beschleunigen

Lange JavaScript-Aufgaben aufteilen, nicht kritische Skripte und Stile verzögern und blockierende Anfrageketten verkürzen.

2

Unnötig geladenen Code reduzieren

Ungenutztes CSS und JavaScript entfernen, schwere Widgets bei Bedarf laden und Drittanbieter-Skripte begrenzen.

3

Bilder und Ladereihenfolge optimieren

Passende moderne Bildformate ausliefern, das Hauptmotiv priorisieren und Inhalte unterhalb des ersten Bildschirms verzögert laden.

4

Netzwerkverzögerungen reduzieren

Serverantworten beschleunigen, unnötige Weiterleitungen entfernen und Komprimierung sowie Caching einsetzen.

FCP5.0 s

Erster Inhalt

LCP17.7 s

Hauptinhalt

CLS0

Layout-Stabilität

TBT360 ms

Blockierzeit

SI6.2 s

Visuelle Geschwindigkeit

Metrik-Glossar
FCP · Erster Inhalt
Zeit bis zum ersten sichtbaren Text oder Bild.
LCP · Hauptinhalt
Zeit bis zum größten sichtbaren Element.
CLS · Layout-Stabilität
Unerwartete Verschiebungen beim Laden; niedriger ist besser.
TBT · Blockierzeit
Zeit, in der der Hauptthread nicht schnell reagieren konnte.
SI · Visuelle Geschwindigkeit
Wie schnell sich der sichtbare Bereich mit Inhalt füllte.
5.9.2026Lighthouse 13.4.1Mobiles Profil

Prüfungen der KI-Bereitschaft

Maschinenlesbare Dateien, Crawler-Regeln, Discovery und Homepage-Markup.

llms.txt

Datei gefunden und erreichbar

https://docs.comfy.org/llms.txt
llms-full.txt

Vollständige Version wurde nicht gefunden

ai.txt

ai.txt wurde nicht gefunden

robots.txt

Datei gefunden

https://docs.comfy.org/robots.txt
Sitemap in robots.txt1

1 Sitemap gefunden

Schema.org (JSON-LD)

Keine Schema.org-Auszeichnung auf der Startseite gefunden

OpenGraph

Keine OpenGraph-Tags auf der Startseite gefunden

Zugriff von KI-Bots

Basierend auf der robots.txt-Analyse

GPTBotNicht erwähnt
OAI-SearchBotNicht erwähnt
ChatGPT-UserNicht erwähnt
Google-ExtendedNicht erwähnt
ClaudeBotNicht erwähnt
Claude-SearchBotNicht erwähnt
Claude-UserNicht erwähnt
BytespiderNicht erwähnt
CCBotNicht erwähnt
PerplexityBotNicht erwähnt
Perplexity-UserNicht erwähnt

Sitemaps

Deklarierte Discovery-Routen für Crawler und Agenten.

# ComfyUI

- [Get Started (236 pages)](https://docs.comfy.org/_llms/en/get-started.md): Documentation for Get Started.
- [Built-in Nodes (1006 pages)](https://docs.comfy.org/_llms/en/built-in-nodes.md): Documentation for Built-in Nodes.
- [Developers (245 pages)](https://docs.comfy.org/_llms/en/developers.md): Documentation for Developers.

## Custom Nodes

- [Custom Nodes](https://docs.comfy.org/custom-nodes/intro.md): Choose the right path for building, extending, and publishing ComfyUI custom nodes.

### Build Custom Nodes

- [Overview](https://docs.comfy.org/custom-nodes/overview.md): Learn how ComfyUI custom nodes work, the client-server model, and the four node categories: server side only, client side only, independent, and connected.
- [Getting Started](https://docs.comfy.org/custom-nodes/walkthrough.md): Getting Started with Custom Nodes: a step-by-step ComfyUI walkthrough covering backend node setup, defining CATEGORY, INPUT_TYPES, and FUNCTION, registering nodes, adding options, and building a client-side JS extension.
- [ComfyUI Custom Nodes i18n Support](https://docs.comfy.org/custom-nodes/i18n.md): Learn how to add multi-language support for ComfyUI custom nodes

#### Python (Backend)

- [Properties](https://docs.comfy.org/custom-nodes/backend/server_overview.md): Properties of a custom node
- [Lifecycle](https://docs.comfy.org/custom-nodes/backend/lifecycle.md): Understand how ComfyUI loads custom nodes via init.py, including NODE_CLASS_MAPPINGS, NODE_DISPLAY_NAME_MAPPINGS, and WEB_DIRECTORY for deploying client-side JavaScript.
- [Datatypes](https://docs.comfy.org/custom-nodes/backend/datatypes.md): Comprehensive reference for ComfyUI custom node data types. Learn how to define Python types, tensor formats (IMAGE, LATENT, MASK), custom data types, and wildcards in INPUT_TYPES.
- [Images, Latents, and Masks](https://docs.comfy.org/custom-nodes/backend/images_and_masks.md): Master backend data handling for Comfy custom nodes images and masks. Learn PyTorch tensor shapes, PIL conversions, and latents. Read the developer docs today.
- [Hidden and Flexible inputs](https://docs.comfy.org/custom-nodes/backend/more_on_inputs.md): ComfyUI hidden inputs (UNIQUE_ID, PROMPT, EXTRA_PNGINFO, DYNPROMPT) and flexible inputs, including custom datatypes and wildcard inputs for custom nodes.
- [Lazy Evaluation](https://docs.comfy.org/custom-nodes/backend/lazy_evaluation.md): Learn how lazy evaluation works in ComfyUI (v0.2.0+). Discover how to defer input evaluation, optimize VRAM usage, and implement lazy: True in custom nodes.
- [Node Expansion](https://docs.comfy.org/custom-nodes/backend/expansion.md): Master Comfy node expansion to return new subgraphs in your backend custom nodes. Learn GraphBuilder requirements and caching techniques. Read the docs today!
- [Data lists](https://docs.comfy.org/custom-nodes/backend/lists.md): Learn how ComfyUI handles data as Python lists internally, including length-one processing, list processing for batches, and how to use INPUT_IS_LIST and OUTPUT_IS_LIST when developing custom nodes.
- [Working with torch.Tensor](https://docs.comfy.org/custom-nodes/backend/tensors.md): Learn the torch.Tensor basics needed for ComfyUI custom nodes: tensor shapes, squeeze/unsqueeze, notation, elementwise operations, and tensor truthiness.
- [Annotated Examples](https://docs.comfy.org/custom-nodes/backend/snippets.md): Code examples for ComfyUI custom nodes: loading and saving images, inverting masks, converting mask shapes, using masks as transparency layers, and creating noise variations.
- [Execution Model Inversion Guide](https://docs.comfy.org/development/comfyui-server/execution_model_inversion_guide.md): ComfyUI execution model inversion guide: breaking changes to monkey patching and optional input validation, plus lazy evaluation and node expansion.

#### JavaScript (UI)

- [Javascript Extensions](https://docs.comfy.org/custom-nodes/js/javascript_overview.md): Learn how to extend ComfyUI with JavaScript extensions by exporting WEB_DIRECTORY, adding .js files, and registering an extension with app.registerExtension.
- [Comfy Hooks](https://docs.comfy.org/custom-nodes/js/javascript_hooks.md): Comprehensive reference for ComfyUI frontend JavaScript hooks. Learn how to use app.registerExtension, handle nodeCreated & beforeRegisterNodeDef, and customize UI behavior.
- [Comfy Objects](https://docs.comfy.org/custom-nodes/js/javascript_objects_and_hijacking.md): Reference guide to ComfyUI's core frontend objects - LiteGraph, ComfyApp, LGraph, LLink, and ComfyNode - with their properties, functions, and widget types.
- [Settings API](https://docs.comfy.org/custom-nodes/js/javascript_settings.md): Add, read, write, and react to ComfyUI extension settings with app.registerExtension, covering boolean, text, number, slider, combo, color, and image types.
- [Dialog API](https://docs.comfy.org/custom-nodes/js/javascript_dialog.md): Use ComfyUI's Dialog API for standardized prompt and confirm dialogs across desktop and web, with usage examples and full API reference.
- [Toast API](https://docs.comfy.org/custom-nodes/js/javascript_toast.md): Use ComfyUI's Toast API to show non-blocking notification messages to users. Covers basic usage, toast types (success, warning, error), the alert helper, and the full API reference.
- [About Panel Badges](https://docs.comfy.org/custom-nodes/js/javascript_about_panel_badges.md): Learn how to use ComfyUI's About Panel Badges API to add custom badges with labels, URLs, and icons to the ComfyUI about page, linking to documentation, GitHub, or other extension resources.
- [Bottom Panel Tabs](https://docs.comfy.org/custom-nodes/js/javascript_bottom_panel_tabs.md): Add custom tabs to ComfyUI's bottom panel using the Bottom Panel Tabs API, including interactive elements, React components, and standalone registration.
- [Sidebar Tabs](https://docs.comfy.org/custom-nodes/js/javascript_sidebar_tabs.md): Master the Comfy Extension API to build custom JavaScript sidebar tabs. Explore code examples for React components and dynamic content updates. Read the docs.
- [Selection Toolbox](https://docs.comfy.org/custom-nodes/js/javascript_selection_toolbox.md): Add custom action commands to ComfyUI's Selection Toolbox for selected nodes, groups, and canvas items using getSelectionToolboxCommands.
- [Commands and Keybindings](https://docs.comfy.org/custom-nodes/js/javascript_commands_keybindings.md): Master Comfy commands and keybindings to register custom actions and shortcuts for your extensions. Read the guide and start optimizing today.
- [Topbar Menu](https://docs.comfy.org/custom-nodes/js/javascript_topbar_menu.md): Add custom commands to ComfyUI's topbar menu, including adding to existing menus, creating submenus, and placing one command in multiple locations.
- [Subgraphs](https://docs.comfy.org/custom-nodes/js/subgraphs.md): Working with subgraphs in ComfyUI extensions: node IDs, graph traversal, events, widget promotion, and cleanup.
- [Annotated Examples](https://docs.comfy.org/custom-nodes/js/javascript_examples.md): Explore Comfy JavaScript examples to build custom nodes and UI extensions. Access practical code snippets and start creating robust web interfaces today.

#### Migration Guides

- [V3 Migration](https://docs.comfy.org/custom-nodes/v3_migration.md): How to migrate your existing V1 nodes to the new V3 schema.
- [Context Menu Migration Guide](https://docs.comfy.org/custom-nodes/js/context-menu-migration.md): Migrate from deprecated monkey-patching to ComfyUI's context menu API. Covers migrating canvas menus and node menus, conditional items, submenus, and how to identify and troubleshoot old API usage.
- [Node replacement](https://docs.comfy.org/custom-nodes/backend/node-replacement.md): Register node replacements to help users migrate from deprecated nodes

### Package & Publish

- [Add node docs for your ComfyUI custom node](https://docs.comfy.org/custom-nodes/help_page.md): How to create rich documentation for your custom nodes
- [Workflow templates](https://docs.comfy.org/custom-nodes/workflow_templates.md): Learn how to include example workflow JSON files and thumbnails in your ComfyUI custom nodes using the example_workflows directory for the ComfyUI Template Browser.
- [Subgraph blueprints](https://docs.comfy.org/custom-nodes/subgraph_blueprints.md): Learn how to create reusable subgraph blueprints for custom nodes in Comfy. Follow this guide to expose pre-built node groups and start building today.
- [Overview](https://docs.comfy.org/registry/overview.md): Learn what the Comfy Registry is, why it's used for node versioning and security, and how to start publishing custom nodes to ComfyUI-Manager.
- [Publishing Nodes](https://docs.comfy.org/registry/publishing.md): Learn how to set up a Comfy Registry account, create a publisher, generate an API key, add metadata, and publish custom nodes via Comfy CLI or GitHub Actions.
- [Claim My Node](https://docs.comfy.org/registry/claim-my-node.md): Learn how to claim ownership of unclaimed custom nodes migrated to the Comfy Registry, including publisher setup and GitHub verification steps.
- [Standards](https://docs.comfy.org/registry/standards.md): Security and other standards for publishing to the Registry
- [Custom Node CI/CD](https://docs.comfy.org/registry/cicd.md): Test ComfyUI custom nodes before publishing using Comfy-Action to run workflows on GitHub Actions and view results in the CI/CD Dashboard.
- [pyproject.toml](https://docs.comfy.org/registry/specifications.md): Full spec for pyproject.toml in ComfyUI custom nodes: [project] and [tool.comfy] sections, required fields, versioning, and a complete example.
- [API Overview](https://docs.comfy.org/registry/api-reference/overview.md): Custom Node Registry API Overview: explore the publisher, user, custom node, and node version data model, plus commonly used endpoints for listing and installing nodes in ComfyUI's registry.

#### Registry API Reference

- [Get information about the calling user.](https://docs.comfy.org/registry/api-reference/registry/get-information-about-the-calling-user.md)
- [Retrieve all publishers for a given user](https://docs.comfy.org/registry/api-reference/registry/retrieve-all-publishers-for-a-given-user.md)
- [Validate if a publisher username is available](https://docs.comfy.org/registry/api-reference/registry/validate-if-a-publisher-username-is-available.md): Checks if the publisher username is already taken.
- [Create a new publisher](https://docs.comfy.org/registry/api-reference/registry/create-a-new-publisher.md)
- [Retrieve all publishers](https://docs.comfy.org/registry/api-reference/registry/retrieve-all-publishers.md)
- [Retrieve a publisher by ID](https://docs.comfy.org/registry/api-reference/registry/retrieve-a-publisher-by-id.md)
- [Update a publisher](https://docs.comfy.org/registry/api-reference/registry/update-a-publisher.md)
- [Delete a publisher](https://docs.comfy.org/registry/api-reference/registry/delete-a-publisher.md)
- [Retrieve permissions the user has for a given publisher](https://docs.comfy.org/registry/api-reference/registry/retrieve-permissions-the-user-has-for-a-given-publisher.md)
- [Create a new personal access token](https://docs.comfy.org/registry/api-reference/registry/create-a-new-personal-access-token.md)
- [Delete a specific personal access token](https://docs.comfy.org/registry/api-reference/registry/delete-a-specific-personal-access-token.md)
- [Retrieve all nodes](https://docs.comfy.org/registry/api-reference/registry/retrieve-all-nodes.md)
- [Retrieve all nodes](https://docs.comfy.org/registry/api-reference/registry/retrieve-all-nodes.md)
- [Create a new custom node](https://docs.comfy.org/registry/api-reference/registry/create-a-new-custom-node.md)
- [Update a specific node](https://docs.comfy.org/registry/api-reference/registry/update-a-specific-node.md)
- [Delete a specific node](https://docs.comfy.org/registry/api-reference/registry/delete-a-specific-node.md)
- [Retrieve permissions the user has for a given publisher](https://docs.comfy.org/registry/api-reference/registry/retrieve-permissions-the-user-has-for-a-given-publisher.md)
- [Claim nodeId into publisherId for the authenticated publisher](https://docs.comfy.org/registry/api-reference/registry/claim-nodeid-into-publisherid-for-the-authenticated-publisher.md): This endpoint allows a publisher to claim an unclaimed node that they own the repo, which is identified by the nodeId. The unclaimed node's repository must be owned by the authenticated user.
- [Publish a new version of a node](https://docs.comfy.org/registry/api-reference/registry/publish-a-new-version-of-a-node.md)
- [Update changelog and deprecation status of a node version](https://docs.comfy.org/registry/api-reference/registry/update-changelog-and-deprecation-status-of-a-node-version.md): Update only the changelog and deprecated status of a specific version of a node.
- [Unpublish (delete) a specific version of a node](https://docs.comfy.org/registry/api-reference/registry/unpublish-delete-a-specific-version-of-a-node.md)
- [Retrieves a list of nodes](https://docs.comfy.org/registry/api-reference/registry/retrieves-a-list-of-nodes.md): Returns a paginated list of nodes across all publishers.
- [Retrieves a list of nodes](https://docs.comfy.org/registry/api-reference/registry/retrieves-a-list-of-nodes.md): Returns a paginated list of nodes across all publishers.
- [Retrieve a specific node by ID](https://docs.comfy.org/registry/api-reference/registry/retrieve-a-specific-node-by-id.md): Returns the details of a specific node.
- [Returns a node version to be installed.](https://docs.comfy.org/registry/api-reference/registry/returns-a-node-version-to-be-installed.md): Retrieves the node data for installation, either the latest or a specific version.
- [Add review to a specific version of a node](https://docs.comfy.org/registry/api-reference/registry/add-review-to-a-specific-version-of-a-node.md)
- [Create Node Translations](https://docs.comfy.org/registry/api-reference/registry/create-node-translations.md)
- [List all versions of a node](https://docs.comfy.org/registry/api-reference/registry/list-all-versions-of-a-node.md)
- [Retrieve a specific version of a node](https://docs.comfy.org/registry/api-reference/registry/retrieve-a-specific-version-of-a-node.md)
- [Retrieve multiple node versions in a single request](https://docs.comfy.org/registry/api-reference/registry/retrieve-multiple-node-versions-in-a-single-request.md)
- [List all node versions given some filters.](https://docs.comfy.org/registry/api-reference/registry/list-all-node-versions-given-some-filters.md)
- [list all comfy-nodes](https://docs.comfy.org/registry/api-reference/registry/list-all-comfy-nodes.md)
- [Retrieve a node by ComfyUI node name](https://docs.comfy.org/registry/api-reference/registry/retrieve-a-node-by-comfyui-node-name.md): Returns the node that contains a ComfyUI node with the specified name
- [create comfy-nodes for certain node](https://docs.comfy.org/registry/api-reference/registry/create-comfy-nodes-for-certain-node.md)
- [list comfy-nodes for node version](https://docs.comfy.org/registry/api-reference/registry/list-comfy-nodes-for-node-version.md)
- [get specify comfy-node based on its id](https://docs.comfy.org/registry/api-reference/registry/get-specify-comfy-node-based-on-its-id.md)
- [Update a specific comfy-node](https://docs.comfy.org/registry/api-reference/registry/update-a-specific-comfy-node.md)
- [Get server feature flags](https://docs.comfy.org/registry/api-reference/registry/get-server-feature-flags.md): Returns the server's feature capabilities
- [Get release notes](https://docs.comfy.org/registry/api-reference/releases/get-release-notes.md): Fetch release notes from Strapi with caching

## Support

- [Contact ComfyUI support](https://docs.comfy.org/support/contact-support.md): Get help with ComfyUI, Comfy Cloud, and Comfy Desktop. Use support.comfy.org, or report bugs in the matching GitHub repository.
- [Data Retention](https://docs.comfy.org/support/data-retention.md): How Comfy retains and manages customer data

### Account Management

- [Create a Comfy account](https://docs.comfy.org/account/create-account.md): Learn how to create a new Comfy account for ComfyUI to access all features and services.
- [Log in to your Comfy account](https://docs.comfy.org/account/login.md): Access your Comfy account for ComfyUI to use all platform features and services.
- [Delete your Comfy account](https://docs.comfy.org/account/delete-account.md): Learn how to permanently delete your Comfy account for ComfyUI and associated data.

### Billing Support

#### Subscription

- [Subscribe to Comfy Cloud](https://docs.comfy.org/support/subscription/subscribing.md): Subscribe to Comfy Cloud from Plans & pricing. Choose For Personal or For Teams, pick monthly or yearly billing, then confirm payment to run workflows.
- [Manage Comfy Cloud billing and invoices](https://docs.comfy.org/support/subscription/managing.md): Open Manage plan on Comfy Cloud to reach Plan & Credits. Billing & invoices opens the Stripe portal for payment methods and invoices. Use Change plan to switch plans.
- [Change your Comfy Cloud plan](https://docs.comfy.org/support/subscription/changing-plan.md): Upgrade or downgrade a Comfy Cloud plan. Switch Personal or Teams, choose monthly or yearly billing, and see when the change takes effect.
- [Cancel your Comfy Cloud subscription](https://docs.comfy.org/support/subscription/canceling.md): Cancel a Comfy Cloud plan from Plan & Credits. Open more options, choose Cancel plan, then confirm. Access continues until the current billing period ends.

#### Payment

- [Comfy Cloud accepted payment methods](https://docs.comfy.org/support/payment/accepted-payment-methods.md): Pay for Comfy Cloud with major cards, Google Pay, or Link. Alipay is available in USD for Cloud and API credits. WeChat Pay is available in USD for API credits.
- [Edit Comfy Cloud payment information](https://docs.comfy.org/support/payment/editing-payment-information.md): Update a Comfy Cloud payment method or billing address from Plan & Credits. Billing & invoices opens the Stripe billing portal, where you edit the details.
- [View Comfy Cloud payment history](https://docs.comfy.org/support/payment/payment-history.md): Open Plan & Credits on Comfy Cloud, then Billing & invoices. Invoice history and PDF downloads are in the Stripe billing portal.
- [Fix a failed Comfy Cloud payment](https://docs.comfy.org/support/payment/unsuccessful-payments.md): If a Comfy Cloud payment fails, update your payment method from Plan & Credits or the Payment failed banner to avoid a paused subscription.
- [Comfy Cloud payment currency](https://docs.comfy.org/support/payment/payment-currency.md): Comfy Cloud prices are listed in USD. Choose USD at checkout to use Alipay. WeChat Pay is USD-only for local API credits. Your bank may convert other currencies.
- [Comfy Cloud invoice information](https://docs.comfy.org/support/payment/invoice-information.md): Comfy Cloud invoices use the billing details you enter at checkout. Updates apply only to future invoices, not ones already issued.

### Troubleshooting

- [How to Troubleshoot and Solve ComfyUI Issues](https://docs.comfy.org/troubleshooting/overview.md): ComfyUI troubleshooting guide: rule out custom nodes first, fix common core issues, and file a bug report with the right details.
- [How to Troubleshoot and Solve ComfyUI Model Issues](https://docs.comfy.org/troubleshooting/model-issues.md): Troubleshooting model-related problems including architecture mismatches, missing models, and loading errors
- [Troubleshooting Custom Node Issues](https://docs.comfy.org/troubleshooting/custom-node-issues.md): Fix ComfyUI custom node issues: disable all custom nodes with --disable-all-custom-nodes, then binary-search to isolate, fix, or remove the broken node.

### Community

- [Contributing](https://docs.comfy.org/community/contributing.md): Learn how to contribute to Comfy by exploring the GitHub organization's repositories, sharing workflows, or developing custom nodes.
- [Community links](https://docs.comfy.org/community/links.md): Connect with the ComfyUI community through various platforms

## OpenAPI Specs

- [openapi-v2](/openapi-v2.yaml)
- [openapi-cloud](/openapi-cloud.yaml)
- [openapi](https://api.comfy.org/openapi)
- [claude-fable-5-1](/router-schemas/anthropic/claude-fable-5-1.json)
- [claude-fable-5](/router-schemas/anthropic/claude-fable-5.json)
- [claude-haiku-4-5-20251001](/router-schemas/anthropic/claude-haiku-4-5-20251001.json)
- [claude-opus-4-6](/router-schemas/anthropic/claude-opus-4-6.json)
- [claude-opus-4-7](/router-schemas/anthropic/claude-opus-4-7.json)
- [claude-opus-4-8](/router-schemas/anthropic/claude-opus-4-8.json)
- [claude-opus-5](/router-schemas/anthropic/claude-opus-5.json)
- [claude-sonnet-4-5-20250929](/router-schemas/anthropic/claude-sonnet-4-5-20250929.json)
- [claude-sonnet-4-6](/router-schemas/anthropic/claude-sonnet-4-6.json)
- [claude-sonnet-5](/router-schemas/anthropic/claude-sonnet-5.json)
- [switchx](/router-schemas/beeble/switchx.json)
- [erase-v1](/router-schemas/bfl/erase-v1.json)
- [flux-2-max](/router-schemas/bfl/flux-2-max.json)
- [flux-2-pro](/router-schemas/bfl/flux-2-pro.json)
- [flux-3-video](/router-schemas/bfl/flux-3-video.json)
- [flux-kontext-max](/router-schemas/bfl/flux-kontext-max.json)
- [flux-kontext-pro](/router-schemas/bfl/flux-kontext-pro.json)
- [flux-pro-1.0-canny](/router-schemas/bfl/flux-pro-1.0-canny.json)
- [flux-pro-1.0-depth](/router-schemas/bfl/flux-pro-1.0-depth.json)
- [flux-pro-1.0-expand](/router-schemas/bfl/flux-pro-1.0-expand.json)
- [flux-pro-1.0-fill](/router-schemas/bfl/flux-pro-1.0-fill.json)
- [flux-pro-1.1-ultra](/router-schemas/bfl/flux-pro-1.1-ultra.json)
- [flux-pro-1.1](/router-schemas/bfl/flux-pro-1.1.json)
- [video-upscale-v1](/router-schemas/bfl/video-upscale-v1.json)
- [vto-v1](/router-schemas/bfl/vto-v1.json)
- [fibo](/router-schemas/bria/fibo.json)
- [image-edit-erase](/router-schemas/bria/image-edit-erase.json)
- [image-edit-expand](/router-schemas/bria/image-edit-expand.json)
- [image-edit-gen-fill](/router-schemas/bria/image-edit-gen-fill.json)
- [image-edit-remove-background](/router-schemas/bria/image-edit-remove-background.json)
- [dreamina-seedance-2-0-260128](/router-schemas/byteplus/dreamina-seedance-2-0-260128.json)
- [dreamina-seedance-2-0-fast-260128](/router-schemas/byteplus/dreamina-seedance-2-0-fast-260128.json)
- [dreamina-seedance-2-0-mini](/router-schemas/byteplus/dreamina-seedance-2-0-mini.json)
- [dreamina-seedance-2-5-260628](/router-schemas/byteplus/dreamina-seedance-2-5-260628.json)
- [seed-audio-1.0-multilingual](/router-schemas/byteplus/seed-audio-1.0-multilingual.json)
- [seed-audio-1.0](/router-schemas/byteplus/seed-audio-1.0.json)
- [seedance-1-0-lite-i2v-250428](/router-schemas/byteplus/seedance-1-0-lite-i2v-250428.json)
- [seedance-1-0-lite-t2v-250428](/router-schemas/byteplus/seedance-1-0-lite-t2v-250428.json)
- [seedance-1-0-pro-250528](/router-schemas/byteplus/seedance-1-0-pro-250528.json)
- [seedance-1-0-pro-fast-251015](/router-schemas/byteplus/seedance-1-0-pro-fast-251015.json)
- [seedance-1-5-pro-251215](/router-schemas/byteplus/seedance-1-5-pro-251215.json)
- [seededit-3-0-i2i-250628](/router-schemas/byteplus/seededit-3-0-i2i-250628.json)
- [seedream-3-0-t2i-250415](/router-schemas/byteplus/seedream-3-0-t2i-250415.json)
- [seedream-4-0-250828](/router-schemas/byteplus/seedream-4-0-250828.json)
- [seedream-4-5-251128](/router-schemas/byteplus/seedream-4-5-251128.json)
- [seedream-5-0-260128](/router-schemas/byteplus/seedream-5-0-260128.json)
- [seedream-5-0-pro-260628](/router-schemas/byteplus/seedream-5-0-pro-260628.json)
- [gemini-omni-1.1-flash](/router-schemas/gemini-interactions/gemini-omni-1.1-flash.json)
- [gemini-omni-flash-preview](/router-schemas/gemini-interactions/gemini-omni-flash-preview.json)
- [ideogram-v4](/router-schemas/ideogram/ideogram-v4.json)
- [kling-3.0-turbo](/router-schemas/kling/kling-3.0-turbo.json)
- [kling-image-o1](/router-schemas/kling/kling-image-o1.json)
- [kling-v1-5](/router-schemas/kling/kling-v1-5.json)
- [kling-v1-6](/router-schemas/kling/kling-v1-6.json)
- [kling-v1](/router-schemas/kling/kling-v1.json)
- [kling-v2-1-master](/router-schemas/kling/kling-v2-1-master.json)
- [kling-v2-1](/router-schemas/kling/kling-v2-1.json)
- [kling-v2-5-turbo](/router-schemas/kling/kling-v2-5-turbo.json)
- [kling-v2-6](/router-schemas/kling/kling-v2-6.json)
- [kling-v2-master](/router-schemas/kling/kling-v2-master.json)
- [kling-v3-omni](/router-schemas/kling/kling-v3-omni.json)
- [kling-v3](/router-schemas/kling/kling-v3.json)
- [kling-video-o1](/router-schemas/kling/kling-video-o1.json)
- [krea-2-large](/router-schemas/krea/krea-2-large.json)
- [krea-2-medium-turbo](/router-schemas/krea/krea-2-medium-turbo.json)
- [krea-2-medium](/router-schemas/krea/krea-2-medium.json)
- [krea-2](/router-schemas/krea/krea-2.json)
- [ltx-2-5-fast](/router-schemas/ltx/ltx-2-5-fast.json)
- [ltx-2-5-pro](/router-schemas/ltx/ltx-2-5-pro.json)
- [uni-1-max](/router-schemas/luma_2/uni-1-max.json)
- [uni-1](/router-schemas/luma_2/uni-1.json)
- [photon-1](/router-schemas/luma/photon-1.json)
- [photon-flash-1](/router-schemas/luma/photon-flash-1.json)
- [ray-2](/router-schemas/luma/ray-2.json)
- [ray-flash-2](/router-schemas/luma/ray-flash-2.json)
- [meshy-5](/router-schemas/meshy/meshy-5.json)
- [meshy-6](/router-schemas/meshy/meshy-6.json)
- [meshy-7](/router-schemas/meshy/meshy-7.json)
- [minimax-h3](/router-schemas/minimax/minimax-h3.json)
- [gpt-4.1-mini](/router-schemas/openai/gpt-4.1-mini.json)
- [gpt-4.1-nano](/router-schemas/openai/gpt-4.1-nano.json)
- [gpt-4.1](/router-schemas/openai/gpt-4.1.json)
- [gpt-4o](/router-schemas/openai/gpt-4o.json)
- [gpt-5-mini](/router-schemas/openai/gpt-5-mini.json)
- [gpt-5-nano](/router-schemas/openai/gpt-5-nano.json)
- [gpt-5.5-pro](/router-schemas/openai/gpt-5.5-pro.json)
- [gpt-5.5](/router-schemas/openai/gpt-5.5.json)
- [gpt-5.6-luna](/router-schemas/openai/gpt-5.6-luna.json)
- [gpt-5.6-sol](/router-schemas/openai/gpt-5.6-sol.json)
- [gpt-5.6-terra](/router-schemas/openai/gpt-5.6-terra.json)
- [gpt-5](/router-schemas/openai/gpt-5.json)
- [gpt-image-1.5](/router-schemas/openai/gpt-image-1.5.json)
- [gpt-image-1](/router-schemas/openai/gpt-image-1.json)
- [gpt-image-2](/router-schemas/openai/gpt-image-2.json)
- [o1-pro](/router-schemas/openai/o1-pro.json)
- [o1](/router-schemas/openai/o1.json)
- [o3](/router-schemas/openai/o3.json)
- [o4-mini](/router-schemas/openai/o4-mini.json)
- [qwen-image-3.0-pro](/router-schemas/qwen/qwen-image-3.0-pro.json)
- [qwen-image-3.0](/router-schemas/qwen/qwen-image-3.0.json)
- [recraftv2](/router-schemas/recraft/recraftv2.json)
- [recraftv3](/router-schemas/recraft/recraftv3.json)
- [recraftv4_1_pro_vector](/router-schemas/recraft/recraftv4_1_pro_vector.json)
- [recraftv4_1_pro](/router-schemas/recraft/recraftv4_1_pro.json)
- [recraftv4_1_utility_pro_vector](/router-schemas/recraft/recraftv4_1_utility_pro_vector.json)
- [recraftv4_1_utility_pro](/router-schemas/recraft/recraftv4_1_utility_pro.json)
- [recraftv4_1_utility_vector](/router-schemas/recraft/recraftv4_1_utility_vector.json)
- [recraftv4_1_utility](/router-schemas/recraft/recraftv4_1_utility.json)
- [recraftv4_1_vector](/router-schemas/recraft/recraftv4_1_vector.json)
- [recraftv4_1](/router-schemas/recraft/recraftv4_1.json)
- [recraftv4_pro](/router-schemas/recraft/recraftv4_pro.json)
- [recraftv4_styles_pro_vector](/router-schemas/recraft/recraftv4_styles_pro_vector.json)
- [recraftv4_styles_pro](/router-schemas/recraft/recraftv4_styles_pro.json)
- [recraftv4_styles_vector](/router-schemas/recraft/recraftv4_styles_vector.json)
- [recraftv4_styles](/router-schemas/recraft/recraftv4_styles.json)
- [recraftv4](/router-schemas/recraft/recraftv4.json)
- [aleph2](/router-schemas/runway/aleph2.json)
- [gen4_image](/router-schemas/runway/gen4_image.json)
- [gen4_turbo](/router-schemas/runway/gen4_turbo.json)
- [veo-2.0-generate-001](/router-schemas/veo/veo-2.0-generate-001.json)
- [veo-3.0-fast-generate-001](/router-schemas/veo/veo-3.0-fast-generate-001.json)
- [veo-3.0-generate-001](/router-schemas/veo/veo-3.0-generate-001.json)
- [veo-3.1-fast-generate-001](/router-schemas/veo/veo-3.1-fast-generate-001.json)
- [veo-3.1-generate-001](/router-schemas/veo/veo-3.1-generate-001.json)
- [veo-3.1-lite-generate-001](/router-schemas/veo/veo-3.1-lite-generate-001.json)
- [gemini-2.5-flash-image](/router-schemas/vertexai/gemini-2.5-flash-image.json)
- [gemini-2.5-flash](/router-schemas/vertexai/gemini-2.5-flash.json)
- [gemini-2.5-pro](/router-schemas/vertexai/gemini-2.5-pro.json)
- [gemini-3-pro-image](/router-schemas/vertexai/gemini-3-pro-image.json)
- [gemini-3.1-flash-image](/router-schemas/vertexai/gemini-3.1-flash-image.json)
- [gemini-3.1-flash-lite-image](/router-schemas/vertexai/gemini-3.1-flash-lite-image.json)
- [gemini-3.1-flash-lite](/router-schemas/vertexai/gemini-3.1-flash-lite.json)
- [gemini-3.1-pro-preview](/router-schemas/vertexai/gemini-3.1-pro-preview.json)
- [gemini-3.5-flash](/router-schemas/vertexai/gemini-3.5-flash.json)
- [gemini-3.7-flash](/router-schemas/vertexai/gemini-3.7-flash.json)
- [happyhorse-1.0-i2v](/router-schemas/wan/happyhorse-1.0-i2v.json)
- [happyhorse-1.0-r2v](/router-schemas/wan/happyhorse-1.0-r2v.json)
- [happyhorse-1.0-t2v](/router-schemas/wan/happyhorse-1.0-t2v.json)
- [happyhorse-1.0-video-edit](/router-schemas/wan/happyhorse-1.0-video-edit.json)
- [happyhorse-1.1-i2v](/router-schemas/wan/happyhorse-1.1-i2v.json)
- [happyhorse-1.1-r2v](/router-schemas/wan/happyhorse-1.1-r2v.json)
- [happyhorse-1.1-t2v](/router-schemas/wan/happyhorse-1.1-t2v.json)
- [wan2.5-i2i-preview](/router-schemas/wan/wan2.5-i2i-preview.json)
- [wan2.5-i2v-preview](/router-schemas/wan/wan2.5-i2v-preview.json)
- [wan2.5-t2i-preview](/router-schemas/wan/wan2.5-t2i-preview.json)
- [wan2.5-t2v-preview](/router-schemas/wan/wan2.5-t2v-preview.json)
- [wan2.6-i2v](/router-schemas/wan/wan2.6-i2v.json)
- [wan2.6-r2v](/router-schemas/wan/wan2.6-r2v.json)
- [wan2.6-t2v](/router-schemas/wan/wan2.6-t2v.json)
- [wan2.7-i2v](/router-schemas/wan/wan2.7-i2v.json)
- [wan2.7-r2v](/router-schemas/wan/wan2.7-r2v.json)
- [wan2.7-t2v](/router-schemas/wan/wan2.7-t2v.json)
- [wan2.7-videoedit](/router-schemas/wan/wan2.7-videoedit.json)
- [wan3.0-video-prime](/router-schemas/wan/wan3.0-video-prime.json)
- [wan3.0-video](/router-schemas/wan/wan3.0-video.json)
- [grok-imagine-image-2.0](/router-schemas/xai/grok-imagine-image-2.0.json)
- [grok-imagine-image-pro](/router-schemas/xai/grok-imagine-image-pro.json)
- [grok-imagine-image-quality](/router-schemas/xai/grok-imagine-image-quality.json)
- [grok-imagine-image](/router-schemas/xai/grok-imagine-image.json)
- [grok-imagine-video-1.5-preview](/router-schemas/xai/grok-imagine-video-1.5-preview.json)
- [grok-imagine-video-1.5](/router-schemas/xai/grok-imagine-video-1.5.json)
- [grok-imagine-video](/router-schemas/xai/grok-imagine-video.json)

> The links below point to documentation indexes. Follow each `/_llms/` index recursively until you reach documentation pages.

## Indexes

- [English / Get Started (236 pages)](https://docs.comfy.org/_llms/en/get-started.md): Documentation for English / Get Started.
- [English / Built-in Nodes (1006 pages)](https://docs.comfy.org/_llms/en/built-in-nodes.md): Documentation for English / Built-in Nodes.
- [English / Built-in Nodes / Nodes (1005 pages)](https://docs.comfy.org/_llms/en/built-in-nodes/nodes.md): Documentation for English / Built-in Nodes / Nodes.
- [English / Built-in Nodes / Nodes / Model (345 pages)](https://docs.comfy.org/_llms/en/built-in-nodes/nodes/model.md): Documentation for English / Built-in Nodes / Nodes / Model.
- [English / Built-in Nodes / Nodes / Partner (259 pages)](https://docs.comfy.org/_llms/en/built-in-nodes/nodes/partner.md): Documentation for English / Built-in Nodes / Nodes / Partner.
- [English / Developers (245 pages)](https://docs.comfy.org/_llms/en/developers.md): Documentation for English / Developers.
- [Chinese (1380 pages)](https://docs.comfy.org/_llms/zh.md): Documentation for Chinese.
- [Chinese / 开始使用 (236 pages)](https://docs.comfy.org/_llms/zh/tab.md): Documentation for Chinese / 开始使用.
- [Chinese / 内置节点 (1006 pages)](https://docs.comfy.org/_llms/zh/tab-4ef7ed40.md): Documentation for Chinese / 内置节点.
- [Chinese / 内置节点 / 节点 (1005 pages)](https://docs.comfy.org/_llms/zh/tab-4ef7ed40/group.md): Documentation for Chinese / 内置节点 / 节点.
- [Chinese / 内置节点 / 节点 / Model (345 pages)](https://docs.comfy.org/_llms/zh/tab-4ef7ed40/group/model.md): Documentation for Chinese / 内置节点 / 节点 / Model.
- [Chinese / 内置节点 / 节点 / Partner (259 pages)](https://docs.comfy.org/_llms/zh/tab-4ef7ed40/group/partner.md): Documentation for Chinese / 内置节点 / 节点 / Partner.
- [Japanese (1380 pages)](https://docs.comfy.org/_llms/ja.md): Documentation for Japanese.
- [Japanese / はじめに (236 pages)](https://docs.comfy.org/_llms/ja/tab.md): Documentation for Japanese / はじめに.
- [Japanese / 組み込みノード (1006 pages)](https://docs.comfy.org/_llms/ja/tab-e7325d8b.md): Documentation for Japanese / 組み込みノード.
- [Japanese / 組み込みノード / ノード (1005 pages)](https://docs.comfy.org/_llms/ja/tab-e7325d8b/group.md): Documentation for Japanese / 組み込みノード / ノード.
- [Japanese / 組み込みノード / ノード / Model (345 pages)](https://docs.comfy.org/_llms/ja/tab-e7325d8b/group/model.md): Documentation for Japanese / 組み込みノード / ノード / Model.
- [Japanese / 組み込みノード / ノード / Partner (259 pages)](https://docs.comfy.org/_llms/ja/tab-e7325d8b/group/partner.md): Documentation for Japanese / 組み込みノード / ノード / Partner.
- [Korean (1335 pages)](https://docs.comfy.org/_llms/ko.md): Documentation for Korean.
- [Korean / 시작하기 (236 pages)](https://docs.comfy.org/_llms/ko/tab.md): Documentation for Korean / 시작하기.
- [Korean / 내장 노드 (Built-in Nodes) (961 pages)](https://docs.comfy.org/_llms/ko/built-in-nodes.md): Documentation for Korean / 내장 노드 (Built-in Nodes).
- [Korean / 내장 노드 (Built-in Nodes) / 노드 (960 pages)](https://docs.comfy.org/_llms/ko/built-in-nodes/group.md): Documentation for Korean / 내장 노드 (Built-in Nodes) / 노드.
- [Korean / 내장 노드 (Built-in Nodes) / 노드 / Model (345 pages)](https://docs.comfy.org/_llms/ko/built-in-nodes/group/model.md): Documentation for Korean / 내장 노드 (Built-in Nodes) / 노드 / Model.
- [Korean / 내장 노드 (Built-in Nodes) / 노드 / Partner (259 pages)](https://docs.comfy.org/_llms/ko/built-in-nodes/group/partner.md): Documentation for Korean / 내장 노드 (Built-in Nodes) / 노드 / Partner.
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