SpecialistOffers an active art community and custom model generation, but focuses more on app-based creation than raw model sharing.
Civitai records 6,963,136 monthly visits with +12.8% month-over-month growth and Freemium pricing. ComfyFlow records 1,930 monthly visits with -31.9% growth and Free pricing.
Turn ComfyUI workflows into shareable web apps in seconds
| Dimension / Metric | ||
|---|---|---|
| Official Domain | civitai.com | comfyflow.app |
| Pricing Model | Freemium | Free |
| Monthly Visits | 6.96M (6,963,136) | 1.93K (1,930) |
| MoM Traffic Delta | +791.97K (+12.8%) |
| -904 (-31.9%) |
| Primary Market & Share | 🇺🇸 United States (18.8%) | 🇺🇸 United States (92.8%) |
|---|
| Direct Visits / mo | 3.75M | 763 |
|---|
| User Rating | 4.6 | 4.3 |
|---|
| Supported Platforms | Website | Website |
|---|
Discover, download and generate with open-source AI models for image, video and 3D.
Browse one of the largest public libraries of open-source image, video and 3D AI models, with ratings, reviews, example images and download counts on every model page.
Generate images, video and 3D assets in the browser using hosted versions of featured models, no local GPU or setup required.
Search, collect and organize checkpoints, LoRAs, embeddings and ControlNet models, then compare outputs side by side before committing to a workflow.
Join challenges, events and creator leaderboards, follow top artists, remix images and share your own models with the community.
Turn ComfyUI workflows into shareable web apps in seconds
Convert an existing ComfyUI workflow into a shareable web app in seconds, with no front-end development required.
Creators and developers do not need to manage GPU servers, queues or scaling — ComfyFlow handles the compute behind every published app.
Visitors interact only with the app interface, so the underlying node graph and prompts stay hidden from the people using it.
Top creators can join a benefits program and get paid for the apps they publish on the platform.
SpecialistOffers an active art community and custom model generation, but focuses more on app-based creation than raw model sharing.

SpecialistProvides advanced node-based control for running diffusion models, but lacks Civitai's social model-sharing community hub.


Describe what you want and an AI agent builds the website, app, or SaaS product for you.


Cloud ComfyUI platform to run workflows and build AI apps
Free / Open-sourceHosts open-source AI models and datasets with online demos, though it caters more to researchers than hobbyist artists.
Shares and hosts Stable Diffusion checkpoints and LoRAs with built-in cloud generation, closely matching Civitai's community model.
SpecialistFeatures a vibrant AI art creation community, but does not support downloading or sharing raw custom checkpoints and LoRAs.
SpecialistFocuses heavily on anime art generation and character roleplay, offering a more niche community than general open-source hubs.

SpecialistProvides robust image generation and fine-tuning tools, but operates as a proprietary platform rather than an open model hub.
The AI cloud built by the creators of PyTorch Lightning

SpecialistDelivers API access to thousands of open-source models, but serves developers rather than end-user browsing communities.

Free / Open-sourceRuns Stable Diffusion models locally on your Mac offline, but lacks online community sharing and cloud generation features.

SpecialistOffers an active art community and custom model generation, but focuses more on app-based creation than raw model sharing.
SpecialistProvides advanced node-based control for running diffusion models, but lacks Civitai's social model-sharing community hub.
Describe what you want and an AI agent builds the website, app, or SaaS product for you.
Free / Open-sourceHosts open-source AI models and datasets with online demos, though it caters more to researchers than hobbyist artists.
Shares and hosts Stable Diffusion checkpoints and LoRAs with built-in cloud generation, closely matching Civitai's community model.
SpecialistFeatures a vibrant AI art creation community, but does not support downloading or sharing raw custom checkpoints and LoRAs.
SpecialistFocuses heavily on anime art generation and character roleplay, offering a more niche community than general open-source hubs.
SpecialistProvides robust image generation and fine-tuning tools, but operates as a proprietary platform rather than an open model hub.
Free / Open-sourceRuns Stable Diffusion models locally on your Mac offline, but lacks online community sharing and cloud generation features.