Griptape Nodes
vs
ComfyUI

The rapid evolution of AI is transforming how creative professionals automate workflows and bring their ideas to life.

Two standout solutions, Griptape Nodes and Comfy.org (ComfyUI), offer powerful, node-based environments for building, scaling, and sharing AI-powered workflows.

Griptape Nodes

An intuitive, drag-and-drop canvas designed for creative professionals, artists, designers, engineers, and non-technical team members.

It enables users to build advanced AI-powered creative pipelines using visual graphs and flowcharts.

Griptape Nodes is available under a commercially-friendly license (Apache 2). You can start for free (with local deployment) and expand to paid editions when you want a hosted environment, shared resources, or realtime collaboration.

ComfyUI

ComfyUI is a graph-based user interface for building and running AI workflows, especially popular in the Stable Diffusion community for image generation.

You build flows by connecting nodes that represent each step of the process, like loading a model, applying prompts, adding ControlNet guidance, or saving the final output.

ComfyUI is free to use and released under the GPL license. This makes it suitable for personal projects, but it also requires that any derivative work be fully open-sourced, which may affect downstream development.

Comparison Table

Feature
Griptape Nodes
ComfyUI
Workflow Builder
Drag-and-drop, visual, intuitive
Node-based, visual
Collaboration
Real-time, shareable workflows
Limited collaborative capabilities (primarily solo/local use), Shareable workflows
Deployment
Local & cloud, seamless scaling
Local & cloud (beta)
API Generation
API nodes, BYOK
API nodes, BYOK
License
Apache 2, commercially-friendly license
GPL, requires that any derivative work be fully open-sourced
Pricing
Free, Professional ($40/mo), Enterprise (custom)
Open source
Complexity/Ease of Use
Rich in capability, with a focus on usability
High complexity (advanced users)
Customization
Highly customizable via nodes
Highly customizable via nodes
Advanced Contol
Execution engine provides absolute control over run order - giving loops and conditionals and break points
Not available
Chat + MCP Integration
Integrated Chat and MCP to control the engine
Not available
Workflow Builder
Multi-user workspaces available
Single-user workspace
Custom Node Support
Modular architecture, custom node development
Extensive custom node registry, bounty program
Support
Premium support, documentation, tutorials, active Discord/GitHub, email
Community support, Discord, Reddit, email
Security
Enterprise-grade security
User-managed, local deployment

Get Started with Griptape Nodes

Griptape Nodes is a commercial-friendly alternative to ComfyUI. It is an intuitive, drag-and-drop interface where you can create advanced creative pipelines using graphs, nodes, and flowcharts.

Streamline

Streamline your workflows by generating tailored prompts from custom image descriptions.

Customize

Greater customization by utilizing multiple image generation models.

Multiple Models

Create unique images by using Griptape's preloaded AI models.

Focused Agents

Develop an AI assistant to support various inquiries, such as tips for better lighting and camera angles.

Is there a free trial available?
Yes. You can get started for free.
Can I transfer my ComfyUI workflows to Griptape Nodes?
Professional services are available to convert existing ComfyUI workflows to Griptape Node workflows.

Workflows that are built in ComfyUI are not directly importable into Griptape Nodes due to different architectures. However, Griptape Nodes has parity with most of the ComfyUI nodes used for professional use cases.
Can I create custom nodes in Griptape Nodes?
Yes, documentation is here.