ComfyOnline records 19,465 monthly visits with -30.7% month-over-month growth and Freemium, Paid pricing. Modal records 1,196,021 monthly visits with +30.2% growth and Freemium, Contact for Pricing pricing.
Run ComfyUI workflows in the cloud and ship them as APIs
Serverless cloud infrastructure for AI and data workloads
| Dimension / Metric | | |
|---|---|---|
| Official Domain | comfyonline.app | modal.com |
| Pricing Model | Freemium, Paid | Freemium, Contact for Pricing |
| Monthly Visits | 19.47K (19,465) | 1.2M (1,196,021) |
| MoM Traffic Delta | -8.63K (-30.7%) | +277.18K (+30.2%) |
| Primary Market & Share | 🇺🇸 United States (14.4%) | 🇺🇸 United States (43.9%) |
| Direct Visits / mo | 7.8K | 845.64K |
| User Rating | 4.3 | 4.8 |
| Supported Platforms | Website | Website |
Run ComfyUI workflows in the cloud and ship them as APIs
Build and run node graphs in the browser on 4090, A6000, L40S, A100 or H100 GPUs, with the common custom-node packs preinstalled.
Turn any workflow into an auto-generated API endpoint so it can be called from your own apps and services without writing the serving layer yourself.
Access Kling, Runway, Luma, Pika and Wan for video, Flux Pro Ultra, Ideogram and Recraft for images, ElevenLabs for voice, and Claude, Gemini, GPT and DeepSeek for text inside the same canvas.
Editing costs nothing; you are billed only for the seconds a workflow executes, with idle GPUs never charged.
Serverless cloud infrastructure for AI and data workloads
Write plain Python, attach GPUs or containers, and deploy HTTPS endpoints that autoscale with traffic and scale to zero when idle.
Launch isolated, secure environments for coding agents, RL rollouts, and untrusted code, with sub-second starts and support for over a million concurrent sandboxes.
Run fine-tunes, LoRA, full training, and reinforcement learning on elastic single or multi-node GPU capacity with no quota requests.
Serve LLMs and image, video, or audio models through OpenAI-compatible endpoints, or bring your own inference stack and let Modal handle the infrastructure.
SpecialistExtremely fast serverless execution optimized specifically for generative media models rather than general Python code.
SpecialistExtremely fast serverless execution optimized specifically for generative media models rather than general Python code.
AI-native cloud for building and scaling enterprise AI
Provides flexible GPU infrastructure and serverless endpoints, though less focused on pure Python function decorators.
Provides flexible GPU infrastructure and serverless endpoints, though less focused on pure Python function decorators.
SpecialistFocuses heavily on managed open-source model inference APIs rather than arbitrary custom container execution.
SpecialistFocuses heavily on managed open-source model inference APIs rather than arbitrary custom container execution.
Rent cloud GPUs by the second from a global marketplace
Rent cloud GPUs by the second from a global marketplace
Delivers robust enterprise GPU clusters and managed inference, requiring more infrastructure setup than Modal's serverless approach.
Delivers robust enterprise GPU clusters and managed inference, requiring more infrastructure setup than Modal's serverless approach.
Easier model packaging via Cog, but offers less arbitrary serverless Python container execution than Modal.
Easier model packaging via Cog, but offers less arbitrary serverless Python container execution than Modal.
Distributed GPU cloud that orchestrates the world's idle consumer GPUs
Distributed GPU cloud that orchestrates the world's idle consumer GPUs
SpecialistLow-cost serverless inference APIs for 200+ open models
Free / Open-sourceRun native ComfyUI in the cloud with zero setup, fast GPUs, and one-click serverless APIs
Free / Open-sourceRun native ComfyUI in the cloud with zero setup, fast GPUs, and one-click serverless APIs
Provides integrated development studios and training workflows, but with less granular serverless function orchestration.
Provides integrated development studios and training workflows, but with less granular serverless function orchestration.
SpecialistCombines ready-to-use model APIs and serverless GPU jobs, with simpler API consumption than custom Modal apps.
