专项更强擅长跨多个提供商路由文本和多模态提示词,但缺乏 Replicate 专属的自定义 ML 部署功能。
Replicate AI: Offers robust serverless APIs for deploying machine learning models, but requires custom code wrapping rather than visual ComfyUI nodes. Replicate AI 记录了 904,038 月访问量,月度环比增长为 -8.4%,定价为付费。RunComfy — 云端 ComfyUI,高速 GPU 与无服务器 API 记录了 364,336 月访问量,增长率为 -8.6%,定价为定价请咨询。

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.
| 维度 / 指标 | ![]() | |
|---|---|---|
| 官方域名 | replicate.com | runcomfy.com |
| 定价模式 | 付费 | 定价请咨询 |
| 月访问量 | 90.4万 (904,038) | 36.43万 (364,336) |
| 月度环比流量变化 | -8.26万 (-8.4%) | -3.42万 (-8.6%) |
| 主要市场与份额 | 🇺🇸 美国 (16.3%) | 🇺🇸 美国 (17.3%) |
| 直接访问 / 月 | 57.75万 | 7.12万 |
| 用户评分 | 4.6 | 4.5 |
| 支持的平台 | 网站 | 网站 |

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.
在云端零配置运行原生 ComfyUI,享受高速 GPU 与一键无服务器 API
浏览器中完全配置、未经修改的 ComfyUI,让工作流在本地与云端之间无缝切换。
把工作流 JSON 与操作系统、Python、ComfyUI、自定义节点和模型保存为一份快照,可随时重开或通过链接分享。
把任意已保存的工作流变成生产级 API 接口,自动完成环境复制与缩容至零。
从 Civitai、Hugging Face 和 Google Drive 下载模型,并通过 ComfyUI-Manager 安装节点。
专项更强擅长跨多个提供商路由文本和多模态提示词,但缺乏 Replicate 专属的自定义 ML 部署功能。

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

为生成式媒体提供快得多的原始 API 生成速度,但牺牲了基于节点的工作流自定义性。

专项更强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.
专项更强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.
专项更强面向 AI 与数据负载的无服务器云基础设施
免费 / 开源Specializes specifically in ultra-efficient model fine-tuning, rather than providing a general-purpose model hosting API.
免费 / 开源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.