ComfyDeploy records 9,609 monthly visits with -48.2% month-over-month growth and Contact for Pricing pricing. Modal records 1,196,021 monthly visits with +30.2% growth and Freemium, Contact for Pricing pricing.
Turn ComfyUI workflows into shareable apps and scalable production APIs
Serverless cloud infrastructure for AI and data workloads
| Dimension / Metric | | |
|---|---|---|
| Official Domain | comfydeploy.com | modal.com |
| Pricing Model | Contact for Pricing | Freemium, Contact for Pricing |
| Monthly Visits | 9.61K (9,609) | 1.2M (1,196,021) |
| MoM Traffic Delta | -8.94K (-48.2%) | +277.18K (+30.2%) |
| Primary Market & Share | 🇺🇸 United States (36.3%) | 🇺🇸 United States (43.9%) |
| Direct Visits / mo | 3.79K | 845.64K |
| User Rating | 4.3 | 4.8 |
| Supported Platforms | Website | Website |
Turn ComfyUI workflows into shareable apps and scalable production APIs
Run ComfyUI on dedicated B200, H200, H100, A100 and RTX-class GPUs with any custom node or model pre-installed once for the whole team.
Expose workflow inputs and outputs to get a clean interface with sliders, text fields and image uploads that non-technical teammates can use.
Publish any workflow as a versioned, auto-scaling endpoint with dev, staging and production environments and SDK access.
Complete workflow version history lets teams iterate safely and restore a known-good graph in one click.
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.
Enterprise developer platform and API for deploying GPT-6 Astra, Sol, Luna, and realtime multimodal agents.
Enterprise developer platform and API for deploying GPT-6 Astra, Sol, Luna, and realtime multimodal agents.
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.
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.
