ComfyUI 每月有 4,379,348 次造訪,月增率 +13.4%,定價模式為需聯絡報價、免費。Replicate AI 每月有 904,038 次造訪,成長率 -8.4%,定價模式為付費。

Replicate is a cloud API for running, fine-tuning, and deploying machine learning models. Spin up open-source and hosted models — from image, video, and audio generation to speech synthesis, captioning, and LLM inference — with one line of code, or package your own model with Cog and put it behind a production-ready API.
| 面向/指標 | ![]() | ![]() |
|---|---|---|
| 官方網域 | comfy.org | replicate.com |
| 定價模式 | 需聯絡報價、免費 | 付費 |
| 每月造訪次數 | 437.93萬 (4,379,348) | 90.4萬 (904,038) |
| 月流量變化量 | +51.71萬 (+13.4%) | -8.26萬 (-8.4%) |
| 主要市場與市佔 | 🇺🇸 美國 (18.4%) | 🇺🇸 美國 (16.3%) |
| 每月直接造訪 | 154.94萬 | 57.75萬 |
| 使用者評分 | 4.8 | 4.6 |
| 支援平台 | 網站 | 網站 |

以節點為基礎的視覺 AI 工作台,涵蓋圖像、影片、3D 與音訊
在無限畫布上串接模型、取樣器、條件輸入、LoRA 與輸出節點,每一步都清楚可見、隨時可調。
同一介面支援圖像生成、影片、3D 資產與音訊或音樂工作流,相容主流開源與合作夥伴模型。
可用自有 GPU 在本機執行 ComfyUI,硬體不足時也能在雲端開啟相同工作流。
把任何工作流部署為生產 API,讓你的應用或代理按需生成內容。

Replicate is a cloud API for running, fine-tuning, and deploying machine learning models. Spin up open-source and hosted models — from image, video, and audio generation to speech synthesis, captioning, and LLM inference — with one line of code, or package your own model with Cog and put it behind a production-ready API.
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.


影像與視訊模型的無伺服器執行速度更快,但自訂模型部署的通用性不如 Replicate。

免費 / 開源Specializes specifically in ultra-efficient model fine-tuning, rather than providing a general-purpose model hosting API.
免費 / 開源Specializes 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.

專項更強Focuses on custom game asset training and node workflows, but lacks ComfyUI's infinite open-source node flexibility.