ComfyFlow records 1,930 monthly visits with -31.9% month-over-month growth and Free pricing. Lightning AI records 272,562 monthly visits with -12.3% growth and Freemium, Paid, Contact for Pricing pricing.
Turn ComfyUI workflows into shareable web apps in seconds
The AI cloud built by the creators of PyTorch Lightning
| Dimension / Metric | ||
|---|---|---|
| Official Domain | comfyflow.app | lightning.ai |
| Pricing Model | Free | Freemium, Paid, Contact for Pricing |
| Monthly Visits | 1.93K (1,930) | 272.56K (272,562) |
| MoM Traffic Delta | -904 (-31.9%) | -38.07K (-12.3%) |
| Primary Market & Share | 🇺🇸 United States (92.8%) | 🇺🇸 United States (31.8%) |
| Direct Visits / mo | 763 | 142.09K |
| User Rating | 4.3 | 4.7 |
| Supported Platforms | Website | Website |
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.
The AI cloud built by the creators of PyTorch Lightning
Spin up single GPUs, full nodes or reserved clusters by the second, selectable from T4 and L4 up to A100, H100, H200, B200 and TPUs, with no long-term contract required.
Ready-to-code environments with CUDA, PyTorch and common libraries preinstalled, usable from the browser, a local IDE or a terminal, with automatic sleep to stop idle spend.
Launch distributed training jobs and large-scale data preparation across multi-node GPU and high-CPU machines, with interruptible instances at up to about 80% off.
Turn a checkpoint into an endpoint or app without rewriting infrastructure code, and host public app links or private model APIs with configurable rate limits.
Describe what you want and an AI agent builds the website, app, or SaaS product for you.
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
SpecialistOptimizes serverless pipelines specifically for generative media models, but lacks general-purpose PyTorch training studios.
SpecialistOptimizes serverless pipelines specifically for generative media models, but lacks general-purpose PyTorch training studios.
Provides flexible on-demand GPU rentals and pod infrastructure, but lacks Lightning's integrated PyTorch training studios.
Provides flexible on-demand GPU rentals and pod infrastructure, but lacks Lightning's integrated PyTorch training studios.
SpecialistDelivers high-performance serverless APIs for open-source models, but focuses less on raw GPU infrastructure rentals.
SpecialistDelivers high-performance serverless APIs for open-source models, but focuses less on raw GPU infrastructure rentals.
Rents inexpensive peer-to-peer GPU hardware globally, but offers less reliable uptime and managed ML tooling.
Rents inexpensive peer-to-peer GPU hardware globally, but offers less reliable uptime and managed ML tooling.
Executes serverless Python containers instantly for AI pipelines, but provides less traditional persistent VM workspace control.
Executes serverless Python containers instantly for AI pipelines, but provides less traditional persistent VM workspace control.
Offers enterprise-grade bare-metal NVIDIA clusters for heavy workloads, but requires more manual cluster configuration.
Offers enterprise-grade bare-metal NVIDIA clusters for heavy workloads, but requires more manual cluster configuration.
SpecialistSimplifies model deployment and fine-tuning via standardized APIs, but offers less granular control over raw GPU clusters.
SpecialistSimplifies model deployment and fine-tuning via standardized APIs, but offers less granular control over raw GPU clusters.
SpecialistProvides ultra-fast inference for open-weight foundation models, but is less suited for custom distributed model training workflows.
SpecialistLow-cost serverless inference APIs for 200+ open models
Managed Ray platform for scaling AI workloads
