ComfyOnline records 19,465 monthly visits with -30.7% month-over-month growth and Freemium, Paid pricing. Replicate AI records 904,038 monthly visits with -8.4% growth and Paid pricing.
Run ComfyUI workflows in the cloud and ship them as APIs
Run, fine-tune, and deploy machine learning models with one line of code
| Dimension / Metric | | |
|---|---|---|
| Official Domain | comfyonline.app | replicate.com |
| Pricing Model | Freemium, Paid | Paid |
| Monthly Visits | 19.47K (19,465) | 904.04K (904,038) |
| MoM Traffic Delta | -8.63K (-30.7%) | -82.59K (-8.4%) |
| Primary Market & Share | 🇺🇸 United States (14.4%) | 🇺🇸 United States (16.3%) |
| Direct Visits / mo | 7.8K | 577.5K |
| User Rating | 4.3 | 4.6 |
| 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.
Run, fine-tune, and deploy machine learning models with one line of code
Run image, video, audio, speech, and language models through a uniform API surface, with official models for FLUX, Nano Banana, Seedream, Grok Imagine, MiniMax, Wan, Seedance, and more.
Set up a model in minutes and make an API call in Python, Node, or plain HTTP after authenticating with an API token.
Package your own model with Cog, an open-source tool for packaging machine learning models, and deploy it on dedicated hardware that scales up and down with demand.
Fine-tune models on your own data, including fast-booting fine-tunes that are billed only while actively processing requests rather than for idle time.
SpecialistExcels at routing text and multimodal prompts across various providers, but lacks Replicate's dedicated custom ML deployment.
SpecialistExcels at routing text and multimodal prompts across various providers, but lacks Replicate's dedicated custom ML deployment.
Faster serverless execution for image and video models, but less generalized custom model deployment than Replicate.
Faster serverless execution for image and video models, but less generalized custom model deployment than Replicate.
AI-native cloud for building and scaling enterprise AI
The AI developer cloud for GPU pods, serverless inference and clustering
Stronger focus on LLM inference and fine-tuning, but lacks Replicate's diverse community-curated media model catalog.
Stronger focus on LLM inference and fine-tuning, but lacks Replicate's diverse community-curated media model catalog.
Rent cloud GPUs by the second from a global marketplace
Rent cloud GPUs by the second from a global marketplace
Serverless cloud infrastructure for AI and data workloads
Serverless cloud infrastructure for AI and data workloads
Free / Open-sourceSpecializes specifically in ultra-efficient model fine-tuning, rather than providing a general-purpose model hosting API.
Free / Open-sourceSpecializes specifically in ultra-efficient model fine-tuning, rather than providing a general-purpose model hosting API.
Offers a broad mix of generative media models via API, but lacks Replicate's massive community deployment ecosystem.
Offers a broad mix of generative media models via API, but lacks Replicate's massive community deployment ecosystem.
Distributed GPU cloud that orchestrates the world's idle consumer GPUs
Distributed GPU cloud that orchestrates the world's idle consumer GPUs
Delivers exceptionally fast inference speeds for open models, but has a narrower model selection than Replicate.
Significantly cheaper pricing for running open-weight models, but offers fewer advanced custom training and deployment features.
