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InvokeAI Review 2026 — Professional Open-Source AI Image Canvas

InvokeAI is a professional open-source Stable Diffusion platform. Unified Canvas for inpainting and compositing, node workflow editor, supports Flux.1 and SDXL.

InvokeAI Review 2026 — Professional Open-Source AI Image Canvas

Invoke provides a local web interface for text-to-image, image-to-image, inpainting, outpainting, model management, and repeatable node-based workflows. It includes a layered canvas, ControlNet support, batch generation, prompt tools, and gallery organization.

Artists, designers, developers, and technical users can run it on their own hardware or use third-party hosted GPU services. The former officially hosted Invoke.ai platform has shut down; external model providers and hosted GPU services may charge separately.

Features

  • Layer-based Unified Canvas for drawing, editing, inpainting, and outpainting
  • Visual node-based workflows for repeatable image-generation pipelines
  • Model Manager for checkpoints, LoRAs, textual inversions, and ControlNets
  • ControlNet guidance using depth maps, edges, poses, and other controls
  • Batch generation, prompt wildcards, and high-resolution upscaling
  • Local self-hosting with data, prompts, and creations stored on your hardware
  • External model support through third-party image-generation APIs
  • Apache 2.0 license

Use cases

  • Generate images locally from text prompts
  • Edit and extend images with the layered canvas
  • Build repeatable generation pipelines with visual nodes
  • Guide compositions with ControlNet inputs
  • Organize generated images and videos in gallery boards
  • Use hosted GPU services when local hardware is insufficient

Pros

    Cons

      Latest updates

      • InvokeAI 6.14.3 (6.14.3)

        Enhances the Canvas with a vector graphics layer and corrects a download bug in the Model Manager.

      • Windows ARM64 wheels (win-arm64-wheels-v1)

        Self-built win_arm64 wheels consumed by pyproject.toml’s invoke-win-arm64-wheels index.

      • Version 6.14.2 Latest (6.14.2)

        You can now import custom fonts for use with the Canvas text tool and transfer an image’s style to krea-2 by providing a reference image.

      • Version 6.14.2 (6.14.2)

        Fixes bugs in version 6.14.1, adds custom font import for Canvas text, and transfers an image’s style to krea-2 using a reference image.

      • Version 6.14.1 (6.14.1)

        Workflows can now be screenshot and saved as PNGs; middle clicks open media in a new browser tab; Krea-2 LoRAs with DoRA magnitudes are supported.

      Capabilities

      • Text to image — “These are pure text-to-image models (no image editing capabilities).” source
      • Edits images — “Invoke’s powerful canvas allows you to draw, paint, sketch, and edit your creations with unhindered precision.” source
      • Upscales — “Rapidly iterate on concepts with batch generation, prompt wildcards, and high-resolution upscaling, all without leaving the app.” source
      • Style or character reference — “You can now transfer an image’s style to krea-2 by providing a reference image” source
      • Image to video — “We support text-to-video, image-to-video (use a still image to initiate the video), and image-to-image-video (interpolate video between two images).” source
      • Text in images — “You need a specific provider capability (very high resolutions, fast batches, bilingual text rendering, etc.).” source
      • Private generation — “Your data, prompts, and creations belong entirely to you.” source

      Pricing

      Starting price
      $15/mo
      Prices checked
      2026-10-27
      Read
      by web search

      Free / Open Source

      Free

      • Free and open-source
      • Self-hosted
      • Apache 2.0 licensed
      • Local & private on your hardware

      Starter

      • $15/month billed annually
      • $19/month billed monthly
      • 7200 processing credits per month
      • 1 single-user Studio space
      • Workflow Builder
      • Queue 1 batched job
      • 20gb of asset and custom model storage

      Indie

      • $39/month billed annually
      • $49/month billed monthly
      • Everything in Starter plus
      • 18,000 processing credits per month
      • Queue up to 3 batched jobs
      • 100GB of asset and custom model storage
      • Custom model training

      Premier

      • $79/month billed annually
      • $99/month billed monthly
      • Everything in Indie plus
      • 36,000 processing credits per month
      • Multi-user account management with role-based access controls
      • Advanced Collaboration Features
      • 200GB of asset storage per user
      • API Access (coming soon), Priority email support

      Enterprise

      Price on request

      • Everything in Professional plus
      • Custom Contract Development
      • Expanded Security & Risk Management Controls
      • Enterprise Authentication and SSO
      • Pooled processing credits, Dedicated account manager
      Official website