ComfyUI records 4,379,348 monthly visits with +13.4% month-over-month growth and Contact for Pricing, Free pricing. Updream records 855,700 monthly visits with -29.5% growth and Freemium pricing.
Node-based visual AI studio for images, video, 3D and audio
AI video creation assistant from script to storyboard to shot prompts
| Dimension / Metric | | |
|---|---|---|
| Official Domain | comfy.org | updream.cn |
| Pricing Model | Contact for Pricing, Free | Freemium |
| Monthly Visits | 4.38M (4,379,348) | 855.7K (855,700) |
| MoM Traffic Delta | +517.1K (+13.4%) | -357.57K (-29.5%) |
| Primary Market & Share | 🇺🇸 United States (18.4%) | 🇨🇳 China (87.1%) |
| Direct Visits / mo | 1.55M | 527.54K |
| User Rating | 4.8 | 4.4 |
| Supported Platforms | Website | Website |
Node-based visual AI studio for images, video, 3D and audio
Connect models, samplers, conditioning, LoRAs and output nodes on an infinite canvas where every step is visible and adjustable.
One interface for image generation, video, 3D assets and audio or music workflows, with support for leading open and partner models.
Run ComfyUI locally on your own GPU, or open the same workflows in the cloud when you don't have the hardware.
Deploy any workflow as a production API so your own app or agent can generate outputs on demand.
AI video creation assistant from script to storyboard to shot prompts
Turn a rough idea into a structured script, then optimize the screenplay for pacing, dialogue, and scene beats.
Convert an approved script into a shot-by-shot storyboard with framing and sequencing suggestions.
Generate timecoded, model-ready prompts from your script and storyboard so text-to-video tools produce usable shots.
Plan and generate art assets, characters, environments, and lighting direction to keep a consistent visual identity.
Provides advanced video generation models and timeline editing tools, though with less emphasis on script breakdown.
Provides advanced video generation models and timeline editing tools, though with less emphasis on script breakdown.
SpecialistServes as a massive community hub for discovering open-source models, replacing ComfyUI's manual model downloading workflow.
Offers automated script-to-video generation and editing workflows tailored for content creators and marketers.
Offers automated script-to-video generation and editing workflows tailored for content creators and marketers.
Provides cloud-hosted ComfyUI execution and APIs, sparing you from managing local GPU hardware constraints.
Provides cloud-hosted ComfyUI execution and APIs, sparing you from managing local GPU hardware constraints.
SpecialistExcels at generating high-fidelity cinematic video clips from text prompts and images, but lacks built-in script planning.
SpecialistExcels at generating high-fidelity cinematic video clips from text prompts and images, but lacks built-in script planning.
Plans, scripts, generates, and edits multi-shot marketing videos and short films using autonomous AI agent workflows.
Plans, scripts, generates, and edits multi-shot marketing videos and short films using autonomous AI agent workflows.
Turns text prompts and scripts into cinematic videos, images, and audio within an integrated creative workspace.
Turns text prompts and scripts into cinematic videos, images, and audio within an integrated creative workspace.
Acts as an AI video agent that orchestrates multi-model workflows to produce complete videos from text scripts.
SpecialistFocuses on custom game asset training and node workflows, but lacks ComfyUI's infinite open-source node flexibility.
SpecialistFocuses on custom game asset training and node workflows, but lacks ComfyUI's infinite open-source node flexibility.
Converts text prompts, scripts, and source audio into cinematic videos with precise storyboard-level control.
Converts text prompts, scripts, and source audio into cinematic videos with precise storyboard-level control.
Delivers dedicated cloud instances pre-configured for ComfyUI and Stable Diffusion, replacing local workstation setups.
Delivers dedicated cloud instances pre-configured for ComfyUI and Stable Diffusion, replacing local workstation setups.
Transforms screenplays and concepts directly into shot lists, storyboard images, and animatics with strong narrative structuring.
Transforms screenplays and concepts directly into shot lists, storyboard images, and animatics with strong narrative structuring.
