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InvokeAI

Open-source image generation app with a layered canvas, node workflows and a desktop launcher

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Screenshot of InvokeAI
InvokeAI, from github.com

Our verdict

#2 of 4 in Local AI image generators · For editing and painting on a canvas

Pros

  • A layered canvas, which none of the other three documents
  • Launcher app for Windows, macOS and Linux that installs updates
  • Documents NVIDIA, Apple Silicon and Intel Arc graphics

Cons

  • Fewer model families than SwarmUI or ComfyUI
  • Video generation is experimental and limited to Wan 2.2
  • No list of custom nodes to browse inside the app

Who should skip:Windows users with an AMD graphics card, since InvokeAI supports AMD on Linux only.

Read the full review →

Rankings and alternatives

Apps for generating images locally scores

Evaluated Nov 7, 2026 Evidence ↓
  • Image model families 4

    4/5 means: Ten to fourteen families

    The README's model list covers 13 local families (SD 1.5, SD 2, SDXL, SD 3.5, CogView 4, Flux.1, Flux.2, Z-Image, Krea 2, Anima, Qwen Image, Ideogram 4 and ERNIE-Image), plus three API-only models that don't count.

  • Graphics cards supported 5

    5/5 means: NVIDIA, AMD, Apple Silicon and Intel Arc, plus a documented processor-only mode

    NVIDIA, AMD (Linux only), Apple Silicon and Intel Arc GPUs are supported, and Linux ARM64 devices run in CPU-only mode.

  • Setup effort 5

    5/5 means: A graphical installer or desktop app sets everything up and installs updates from inside the app

    The Invoke Launcher installs on Windows, macOS and Linux, installs Invoke, and checks for updates to itself and Invoke.

  • Editing tools 5

    5/5 means: All five

    The canvas does inpainting and outpainting, has raster, control and inpaint mask layers, takes regional reference images, and the app has upscaling tools.

  • Custom workflows 5

    5/5 means: As 4, plus running a saved workflow from a simple form or the main screen without the graph

    A node workflow editor whose workflows are saved and shared, and a workflow with a Form Builder form runs from the canvas without the graph.

  • Add-ons 3

    3/5 means: Add-ons install from inside the app from a link you paste

    The Custom Node Manager installs community node packs from inside the app when you paste their Git URL; the list of community nodes is a documentation page, not a list inside the app.

  • Getting models 4

    4/5 means: Both a list of starter models and downloads from any link or repository name

    The Model Manager offers starter models on first launch and installs any model from a direct link or a Hugging Face repo ID.

  • What leaves your computer 3

    3/5 means: Generates locally, with optional online features that stay off until you turn them on

    Generation is local by default. External models such as OpenAI's GPT Image send prompts to third-party APIs only after you add your own API keys. We found no usage statistics in the docs.

  • Video and audio 2

    2/5 means: Video from one model family

    Experimental video generation with the Wan 2.2 model family only; no audio or 3D generation is documented.

  • Several users 4

    4/5 means: Separate accounts plus an administrator role that manages the other users

    Multi-User mode gives each user their own login, images, boards and workflows, with two fixed roles where administrators manage users and install models.

Evidence and sources

Apps for generating images locally scores

Image model families 1 quote
  • “SD 1.5 SD 2.0 SDXL SD 3.5 Medium SD 3.5 Large CogView 4 Flux.1 Dev Flux.1 Schnell Flux.1 Kontext Flux.1 Krea Flux Redux Flux Fill Flux.2 Dev Flux.2 Klein 4B Flux.2 Klein 9B Z-Image Turbo Z-Image Base Krea 2 Turbo Krea 2 Raw Anima Qwen Image Qwen Image Edit Ideogram 4 ERNIE-Image ERNIE-Image-Turbo”
    github.com/invoke-ai/InvokeAI · checked
Graphics cards supported 4 quotes
Setup effort 3 quotes
Editing tools 4 quotes
Custom workflows 2 quotes
  • “Invoke offers a fully featured workflow management solution, enabling users to combine the power of node-based workflows with the ease of a UI. This allows for customizable generation pipelines to be developed and shared by users looking to create specific workflows to support their production use-cases.”
    github.com/invoke-ai/InvokeAI · checked
  • “The workflow’s parameters are presented through the Form Builder UI when the workflow is launched from the canvas, so the workflow needs to have a form configured.”
    invoke.ai/features/canvas/run-workflow · checked
Add-ons 2 quotes
Getting models 3 quotes
  • “When you first start InvokeAI, you’ll see a popup prompting you to install some starter models from the Model Manager.”
    invoke.ai/concepts/models · checked
  • “HuggingFace: Paste a HF Repo ID to install it.”
    invoke.ai/concepts/models · checked
  • “URL or Local Path: Provide the path to a model on your computer, or a direct link to the model.”
    invoke.ai/concepts/models · checked
What leaves your computer 3 quotes
Video and audio 1 quote
  • “InvokeAI ships experimental support for the Wan 2.2 model family, which lets you generate short MP4 clips from a text prompt, an image, or both.”
    invoke.ai/features/video-generation · checked
Several users 3 quotes

Facts

License 1 quote
Runs on 2 quotes
Needs 3 quotes

Other quotes

Not cited by a score or fact 5 quotes