# ComfyUI vs LabFig

ComfyUI records 4,379,348 monthly visits with +13.4% month-over-month growth and Contact for Pricing, Free pricing. LabFig records 4,976 monthly visits with +44.9% growth and Freemium pricing.

| Metric | [ComfyUI](https://openaitools.app/tool/comfyui) | [LabFig](https://openaitools.app/tool/labfig) |
| :--- | :--- | :--- |
| Website URL | https://www.comfy.org | https://labfig.com |
| Categories | AI Workflow, AI Video Generator, AI Image Generator, AI 3D Model Generator | AI Image Generator, Image to Image, Text to Image |
| Pricing Model | Contact for Pricing, Free | Freemium |
| Monthly Visits | 4,379,348 | 4,976 |
| MoM Growth Rate | +13.4% | +44.9% |
| Primary Market | United States | United States |
| Direct Visits | 1,549,390 | 1,627 |
| Review Score | 4.8 | 4.2 |
| Saved Count | 0 | 0 |
| Supported Platforms | Website | Website |

## ComfyUI

ComfyUI pioneered the node-graph approach to generative media. Instead of hiding a model behind a prompt box, it exposes the whole pipeline as a canvas: model loaders, samplers, conditioning, LoRAs, upscalers, control nets and output nodes, each one connected by wires. That visibility is what made it popular with professionals in VFX, advertising, game art and e-commerce, who need to reproduce, adjust and share exactly how an image or shot was made — not just accept whatever a black box returns.\n\nThe project is open source and has grown a huge ecosystem: a community library of thousands of custom nodes, shared workflows, partner nodes for commercial models, and desktop builds for local GPU machines. Comfy Org now sells the surrounding product family, including Comfy Cloud for running the same workflows without local hardware, a developer platform that deploys any workflow as a production API, Comfy Enterprise for managed infrastructure, and Comfy Agent, an assistant that builds and runs workflows from a plain-language description.\n\nPricing follows a free-and-paid split: ComfyUI Desktop is free to download and run on your own machine, and a free cloud tier lets you try hosted generation, with paid cloud plans and enterprise contracts for heavier usage. The company states it is the only official reseller of MiniMax commercial-use licenses.

**Pricing & Plans:** ComfyUI Desktop is free and open source. Comfy Cloud offers a free entry tier plus paid plans, and Comfy Enterprise and the developer platform are quoted per usage or contract. Exact cloud plan prices should be checked on comfy.org.

- **Node-based workflow canvas:** Connect models, samplers, conditioning, LoRAs and output nodes on an infinite canvas where every step is visible and adjustable.
- **Multi-modal generation:** One interface for image generation, video, 3D assets and audio or music workflows, with support for leading open and partner models.
- **Comfy Cloud and Desktop:** Run ComfyUI locally on your own GPU, or open the same workflows in the cloud when you don't have the hardware.
- **Developer platform and API:** Deploy any workflow as a production API so your own app or agent can generate outputs on demand.
- **Comfy Agent and MCP:** Describe what you want in natural language and the agent plans, builds and runs the workflow; MCP and CLI hooks connect it to external tools.

**Strengths:** Unmatched transparency and control over every step of a generative pipeline; Open source with a very large library of community nodes and shared workflows; Works locally on your own hardware, so assets and models stay under your control; Cloud, API and enterprise options scale the same workflows to teams and products

**Limitations:** Steep learning curve for newcomers compared with prompt-only tools; Local use demands a capable GPU and some comfort with model files and dependencies; Extending beyond stock nodes may require installing or writing custom nodes

[Profile (Markdown)](https://openaitools.app/tool/comfyui.md)

## LabFig

LabFig targets a very specific pain point in academic work: producing clean, consistent scientific figures without a design background. Instead of learning vector software or paying a designer, researchers describe a figure in words, drop in a paper, upload a sketch, or take a photo of a whiteboard, and the tool returns a structured draft with panels, labels, and arrows laid out. It supports journal-oriented aesthetics, with styles modelled on Nature, Cell, or IEEE conventions so figures in the same manuscript look like a set.

What sets LabFig apart from generic image generators is the editing layer. Figures are vector-first: text, arrows, shapes, and colours remain editable after generation, and individual regions can be replaced or regenerated with a short prompt through a feature called Vector Canvas. Exports include SVG and PDF alongside PNG, which matters when a submission template expects resizable artwork. There is also a Figure Enhancer path for cleaning up an existing figure's colour and line weights.

The workbench runs in seven modes covering text, image, PDF, sketch, reference, photo, and enhancer inputs, with credits consumed per generation. Pricing is credit-based across Starter, Standard, and Premium tiers, and academic discounts are available for verified students and educators. LabFig is explicit that AI-generated drafts should be reviewed by a scientist before publication, which is a sensible framing for a tool aimed at manuscript work.

**Pricing & Plans:** Credit-based subscription plans: a Starter tier aimed at occasional figure work, a Standard tier for active PhD students and postdocs, and a Premium tier for high-throughput labs. Annual billing reduces the monthly rate, and verified students and educators receive a discount. Monthly list prices run roughly from about $29.9 to about $149.9 before discounts.

- **Six-plus input modes:** Generate from text descriptions, hand sketches, reference figures, research PDFs, or lab photos.
- **Vector Canvas editing:** Labels, arrows, shapes, and colours stay editable, and single regions can be regenerated with a prompt.
- **Journal-grade styles:** Match the visual conventions of Nature, Cell, or IEEE with one-click styles, or keep a consistent set across a paper.
- **Resizable vector export:** Export SVG and PDF for submissions plus 300 dpi PNG, so figures drop into templates without rework.
- **Figure Enhancer:** Improve the colour balance and line weights of a figure you already have instead of starting over.

**Strengths:** Works from the inputs researchers actually have, from PDFs and sketches to whiteboard photos; Figures stay vector-editable after generation, unlike one-shot image generators; Journal-oriented styles help keep every figure in a manuscript visually consistent; Academic discount available for verified students and educators

[Profile (Markdown)](https://openaitools.app/tool/labfig.md)

## Frequently Asked Questions

### How do ComfyUI and LabFig compare in monthly traffic?

ComfyUI has 4,379,348 monthly visits, while LabFig has 4,976. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

ComfyUI has a month-over-month growth rate of +13.4%; LabFig has +44.9%.

### How does pricing compare?

ComfyUI: Contact for Pricing, Free. ComfyUI Desktop is free and open source. Comfy Cloud offers a free entry tier plus paid plans, and Comfy Enterprise and the developer platform are quoted per usage or contract. Exact cloud plan prices should be checked on comfy.org. LabFig: Freemium. Credit-based subscription plans: a Starter tier aimed at occasional figure work, a Standard tier for active PhD students and postdocs, and a Premium tier for high-throughput labs. Annual billing reduces the monthly rate, and verified students and educators receive a discount. Monthly list prices run roughly from about $29.9 to about $149.9 before discounts.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Civitai](https://openaitools.app/tool/civitai) | 6,963,136 | +12.8% | Freemium | Serves as a massive community hub for discovering open-source models, replacing ComfyUI's manual model downloading workflow. | [.md](https://openaitools.app/tool/civitai.md) |
| 2 | [RunningHub](https://openaitools.app/tool/runninghub) | 3,105,554 | -28.5% | Freemium | Provides cloud-hosted ComfyUI execution and APIs, sparing you from managing local GPU hardware constraints. | [.md](https://openaitools.app/tool/runninghub.md) |
| 3 | [Rendair AI](https://openaitools.app/tool/rendair-ai-platform) | 496,201 | +5.7% | Contact for Pricing | The AI workspace that turns architectural sketches and 3D models into client-ready visuals | [.md](https://openaitools.app/tool/rendair-ai-platform.md) |
| 4 | [Scenario](https://openaitools.app/tool/scenario-com) | 402,492 | +16.7% | Paid, Contact for Pricing | Focuses on custom game asset training and node workflows, but lacks ComfyUI's infinite open-source node flexibility. | [.md](https://openaitools.app/tool/scenario-com.md) |
| 5 | [RunDiffusion](https://openaitools.app/tool/rundiffusion) | 158,447 | -20.4% | Free Trial, Paid | Delivers dedicated cloud instances pre-configured for ComfyUI and Stable Diffusion, replacing local workstation setups. | [.md](https://openaitools.app/tool/rundiffusion.md) |
| 6 | [ConceptViz](https://openaitools.app/tool/conceptviz) | 157,061 | +28.1% | Freemium, Paid | Editable scientific figures and graphical abstracts from a prompt | [.md](https://openaitools.app/tool/conceptviz.md) |
| 7 | [SciDraw AI](https://openaitools.app/tool/scidraw-ai) | 146,452 | +10.1% | Freemium | AI scientific figure and data chart generator for researchers | [.md](https://openaitools.app/tool/scidraw-ai.md) |
| 8 | [SciFig](https://openaitools.app/tool/scifig) | 91,473 | +4.7% | Freemium | AI scientific figure generator for publication-ready illustrations, charts and flowcharts | [.md](https://openaitools.app/tool/scifig.md) |
| 9 | [Stablecog](https://openaitools.app/tool/stablecog) | 88,954 | +4.9% | Freemium | Free, open-source AI image generation | [.md](https://openaitools.app/tool/stablecog.md) |
| 10 | [Floyo](https://openaitools.app/tool/floyo) | 71,836 | -28.7% | Freemium, Contact for Pricing | Offers browser-based cloud execution for ComfyUI workflows with team governance, though with less local hardware control. | [.md](https://openaitools.app/tool/floyo.md) |

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Source: https://openaitools.app/compare/comfyui-vs-labfig

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