The official Invoke.ai hosted platform has shut down.
Users should not plan around an Invoke-operated hosted subscription; local hardware or an independently billed GPU service is needed.
Evidence source ↗
InvokeAI
InvokeAI is free, open-source software for generating and editing images with AI models. It runs locally or on rented GPU services and includes a canvas, gallery, and workflow editor.
5 key claims verifiedOur editorial team checked this profile against vendor documentation, supporting sources, product documentation. Supported by 5 documented sources.
Editorial overview
Aggregated Overview
Official documentation describes image generation, canvas editing, reusable node workflows, local installation, provider APIs, and a documented REST API. The free software license supports value, while hardware demands and the current v7 beta limit confidence. No reputable public review rating was verified.
This profile combines documented product information and independent evidence where available. It is not a hands-on test unless TechZella explicitly identifies one.
Overview
InvokeAI is a free, Apache 2.0-licensed application for generating and editing images with AI models. It runs on a user’s computer or on independently operated GPU hosting, and presents its tools through a browser interface.
The product brings generation controls, a layer-based canvas, an organized gallery, and a node workflow editor into one application. It can run local models or connect to supported external image-generation APIs. The official Invoke-hosted platform has shut down, so users should distinguish the open-source application from third-party hosting.
InvokeAI Decision Snapshot
A quick way to understand who this product may suit, where its limits matter, and which facts are most relevant before you compare alternatives.
Best suited to
Artists and creative teams seeking a locally run image-generation workspace with canvas editing, reusable workflows, and the option to connect external image-model APIs.
Look elsewhere if
Buyers seeking a turnkey hosted Invoke service or local generation without capable hardware may need another arrangement; the former hosted Invoke platform has shut down, and local model requirements vary substantially, and should evaluate alternatives such as ComfyUI u2014 consider it for graph-first workflows spanning image, video, audio, and 3D models, with optional cloud services. or AUTOMATIC1111 Stable Diffusion WebUI u2014 consider it for its documented tab-based Stable Diffusion workflow, including inpainting, upscaling, training, and API features. instead.
Platforms
Docker, Linux, macOS, Web, Windows
TechZella assessment
8.0/10
InvokeAI — What Sets It Apart?
These are the product-specific differences that may matter when deciding whether the software fits your workflow. They are based on documented evidence rather than a universal ranking.
- Combines image generation, layer-based canvas editing, gallery organization, and a node workflow editor in one self-hosted workspace.
- Can use either local models or supported external image-generation APIs; provider calls are billed to the user's own provider account.
- The local server exposes an OpenAPI-described HTTP API for programmatic access.
InvokeAI Pros & Cons
Pros
- Combines image generation, canvas editing, gallery organization, and node-based workflows.
- Supports local models and documented external image APIs.
- Free, Apache 2.0-licensed software with a documented HTTP API.
- Offers Windows, Apple Silicon macOS, Linux, and Docker deployment options.
Cons
- The official hosted Invoke.ai service has shut down.
- Local model generation can require substantial GPU memory and compatible drivers.
- External API calls and rented GPU hosting carry separate provider costs.
- The v7 beta release warns that database migration from v6 is one-way.
InvokeAI Gotchas & Operational Limits
These are documented constraints or practical friction points that may matter before you adopt the product.
The v7.0.0 beta 1 database migration is one-way for v6 compatibility.
Testing the beta against an existing v6 root directory can prevent that directory from opening in v6 afterward; the release notes recommend a separate root folder.
Evidence source ↗External image models use provider API credentials and provider billing.
The software's free license does not cover charges for external generation calls.
Evidence source ↗InvokeAI Pricing & Plans
Free
$0
month
Apache 2.0-licensed software for local installation. Rented GPU hosting and external image-model API use are billed separately by their providers.
Check current pricing →Pricing may change. Verify current plans on the vendor's website.
Quick Comparison
Compare the product with documented alternatives across the factors that can change a buying decision. Each row is evidence-backed rather than a generic feature checklist.
InvokeAI vs. ComfyUI
Documented comparison| Decision factor | InvokeAI | ComfyUI |
|---|---|---|
| Core software pricing | Free, Apache 2.0 licensed local software; third-party GPU hosting and model APIs can add separate charges. | ComfyUI says its open-source local core is free; optional paid services include partner nodes and Comfy Cloud. Source ↗ |
| Workflow interface | Includes a node workflow editor alongside a dedicated canvas, gallery, and image-generation panels. | Uses connected nodes as its primary workflow interface for image, video, audio, and 3D model workflows. Source ↗ |
| External model services | Supports documented third-party image APIs, with calls billed to users' provider accounts. | Offers optional Partner Nodes and Comfy Cloud as distinct paid services alongside its local core. Source ↗ |
| Local deployment | Official launcher supports Windows, Apple Silicon macOS, and Linux; an official Docker option is also documented. | ComfyUI's local core can run on users' own environments; Comfy also offers its own optional cloud service. Source ↗ |
Only factors supported by the available research are shown. The comparison is descriptive, not a ranking.
InvokeAI Features
Image creation and editing
- Text-to-image generation
- Image-to-image generation
- Canvas with layers, masks, and reference images
- Upscaling and image editing workflows
Workflow and asset management
- Node-based workflow editor
- Reusable and shareable workflows
- Gallery boards for images and videos
- Canvas project export
Models and integrations
- Local model installation and management
- External model APIs for Google Gemini, OpenAI, BytePlus Seedream, and Alibaba Cloud DashScope
- Provider API keys configured in the Invoke root directory
Developer capabilities
- HTTP API endpoints
- OpenAPI schema and Swagger UI
- API calls for queueing and workflow execution
Demo & Screenshots
InvokeAI Specifications
| License | Apache 2.0 |
|---|---|
| Deployment | Self-hosted; third-party GPU hosting is also documented |
| Interface | Browser-based local interface |
| Operating systems | Windows 10+, macOS 14+ on Apple Silicon, and Linux |
| API | HTTP API with OpenAPI documentation |
| Hosted Invoke service | Former official hosted platform shut down |
| External API billing | Billed to the user's provider account |
| Current major release status | InvokeAI 7.0.0 beta 1 |
Deployment & System Footprint
Verified installation, hosting, administration, or environment details that can affect implementation.
| Installation or hosting | Install the launcher on Windows, macOS Apple Silicon, or Linux, or run the official Docker image. Local browser interface is served on port 9090; outside GPU hosts are separately billed. Source ↗ |
|---|---|
| Licensing | Apache 2.0 licensed software; the models used with it may carry separate license terms. Source ↗ |
Alternatives
ComfyUI may suit users who want a node-graph-centered workflow spanning image, video, audio, and 3D models, with optional Comfy Cloud or Partner Nodes. InvokeAI may fit better when a user wants a dedicated canvas and gallery integrated with its workflow editor.
AUTOMATIC1111 Stable Diffusion WebUI is another local browser interface, with documented text-to-image, image-to-image, inpainting, upscaling, training, and API features. It may fit users whose needs align with that tab-based interface and feature set; InvokeAI offers a distinct integrated canvas and workflow experience.
Migration & Lock-In
Documented portability, standards, export, or switching considerations. No switching-cost score is shown unless the evidence supports one.
Data portability
Canvas projects can be exported as .invk archives; v7 projects can also be exported as project files. The v7 beta release warns that its database migration is not backward-compatible with v6.
Evidence source ↗Our evidence-based assessment
TechZella Score
A proprietary editorial score based on product capabilities, usability, value, performance, support and user sentiment evidence.
8.0/10Moderate confidence
Official documentation describes image generation, canvas editing, reusable node workflows, local installation, provider APIs, and a documented REST API. The free software license supports value, while hardware demands and the current v7 beta limit confidence. No reputable public review rating was verified.
Methodology v1.0. The assessment weighs feature coverage (25%), ease of use (15%), value for money (20%), performance (15%), support (10%) and user sentiment (15%), using researched product evidence and verified review evidence where available. It is a TechZella editorial assessment, not a direct user-review average.
Editorial transparency
Our Review Methodology
Key claims are linked to the sources used to verify them. This evidence record is separate from third-party user ratings.
TechZella evaluates software using documented product capabilities, pricing information, usability and value considerations, independent user evidence where available, and competitive context. The assessment is an editorial review, not a hands-on test unless one is explicitly identified. Our editorial assessment is based on 5 documented sources.
What TechZella adds
- Combines image generation, layer-based canvas editing, gallery organization, and a node workflow editor in one self-hosted workspace.
- Can use either local models or supported external image-generation APIs; provider calls are billed to the user's own provider account.
- The local server exposes an OpenAPI-described HTTP API for programmatic access.
Important limitations
- The official hosted Invoke.ai platform has shut down; users must self-host or use an outside GPU service.
- Local generation depends on compatible hardware, GPU drivers, model VRAM, and downloaded model files; requirements vary by model.
- InvokeAI 7.0.0 beta 1 warns that the v7 database migration is one-way and advises testing in a separate installation.
Evidence-backed claimsInvoke is free software under the Apache 2.0 license. The official Invoke.ai hosted platform has shut down. Invoke supports local generation and external image-model APIs. Invoke's local server provides OpenAPI documentation for its endpoints. InvokeAI 7.0.0 beta 1 was released on November 9, 2026.
The official download page identifies the license and describes local execution.
View source ↗Verified 2026-11-12The official site says the former hosted platform is shut down and the open-source project continues under community stewardship.
View source ↗Verified 2026-11-12The model documentation describes local models and lists supported API providers, with external calls billed to the provider account.
View source ↗Verified 2026-11-12The multi-user API guide documents the Swagger UI and an OpenAPI JSON schema endpoint.
View source ↗Verified 2026-11-12The official GitHub releases page identifies the beta 1 release and its publication date.
View source ↗Verified 2026-11-12InvokeAI FAQs
Answers begin with the clearest available response, followed by the context that helps you act on it.
Is InvokeAI free?
Yes. The application is free and Apache 2.0 licensed; external model APIs and rented GPU services may charge separately.
Does InvokeAI offer hosted generation?
The former Invoke.ai hosted platform has shut down. The project lists third-party GPU hosting options, which bill independently.
Can InvokeAI use OpenAI or Gemini models?
Yes. The documentation lists supported OpenAI and Google Gemini image models. Users configure API credentials, and calls are billed to their provider accounts.
Does InvokeAI have an API?
Yes. Its local HTTP server exposes documented endpoints and an OpenAPI schema.
Does InvokeAI run on macOS?
Yes, on Apple Silicon Macs with macOS 14 or later. The download page does not list Intel Mac support.
Is InvokeAI 7 compatible with an existing v6 database?
No. The v7 beta release warns that database migration is one-way and v6 cannot use the migrated database. It recommends trying v7 in a new installation directory.
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