Replicate AI: Offers robust serverless APIs for deploying machine learning models, but requires custom code wrapping rather than visual ComfyUI nodes. Replicate AI 每月有 904,038 次造訪,月增率 -8.4%,定價模式為付費。RunComfy — 雲端 ComfyUI,高速 GPU 與無伺服器 API 每月有 364,336 次造訪,成長率 -8.6%,定價模式為需聯絡報價。

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 | replicate.com | runcomfy.com |
| 定價模式 | 付費 | 需聯絡報價 |
| 每月造訪次數 | 90.4萬 (904,038) | 36.43萬 (364,336) |
| 月流量變化量 | -8.26萬 (-8.4%) | -3.42萬 (-8.6%) |
| 主要市場與市佔 | 🇺🇸 美國 (16.3%) | 🇺🇸 美國 (17.3%) |
| 每月直接造訪 | 57.75萬 | 7.12萬 |
| 使用者評分 | 4.6 | 4.5 |
| 支援平台 | 網站 | 網站 |

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.
在雲端零設定執行原生 ComfyUI,享受高速 GPU 與一鍵無伺服器 API
瀏覽器中完整配置、未經修改的 ComfyUI,讓工作流在本地與雲端之間無縫切換。
把工作流 JSON 與作業系統、Python、ComfyUI、自訂節點和模型存成一份快照,可隨時重開或以連結分享。
把任意已儲存的工作流變成生產級 API 介面,自動完成環境複製與縮容至零。
從 Civitai、Hugging Face 和 Google Drive 下載模型,並透過 ComfyUI-Manager 安裝節點。

免費 / 開源Gives you complete local control and zero hosting costs, but requires you to manage your own high-end NVIDIA GPU hardware.
免費 / 開源Gives you complete local control and zero hosting costs, but requires you to manage your own high-end NVIDIA GPU hardware.


為生成式媒體提供快很多的原始 API 生成速度,但犧牲了基於節點的工作流程自訂性。

專項更強Together AI is the AI Native Cloud — a full-stack platform for running, fine-tuning and training open-source models. It spans serverless inference APIs, dedicated endpoints, GPU clusters, post-training and storage, all backed by in-house systems research.
專項更強Together AI is the AI Native Cloud — a full-stack platform for running, fine-tuning and training open-source models. It spans serverless inference APIs, dedicated endpoints, GPU clusters, post-training and storage, all backed by in-house systems research.
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.