ComfyOnline 记录了 19,465 月访问量，月度环比增长为 -30.7%，定价为免费增值，付费。Replicate AI 记录了 904,038 月访问量，增长率为 -8.4%，定价为付费。
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 | comfyonline.app | replicate.com |
| 定价模式 | 免费增值，付费 | 付费 |
| 月访问量 | 1.95万 (19,465) | 90.4万 (904,038) |
| 月度环比流量变化 | -8627 (-30.7%) | -8.26万 (-8.4%) |
| 主要市场与份额 | 🇺🇸 美国 (14.4%) | 🇺🇸 美国 (16.3%) |
| 直接访问 / 月 | 7798 | 57.75万 |
| 用户评分 | 4.3 | 4.6 |
| 支持的平台 | 网站 | 网站 |
在云端运行 ComfyUI 工作流并一键部署为 API
在浏览器中于 4090、A6000、L40S、A100 或 H100 上搭建和运行节点图，常用自定义节点已预装。
把任意工作流自动生成 API 接口，无需自行编写服务层即可被自有应用调用。
在同一画布中使用 Kling、Runway、Luma、Pika、Wan 生成视频，Flux Pro Ultra、Ideogram、Recraft 生成图像，ElevenLabs 合成语音，以及 Claude、Gemini、GPT、DeepSeek 处理文本。
编辑不收费，仅按工作流执行的秒数计费，空闲 GPU 不产生费用。
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.
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。
图片和视频模型的无服务器执行速度更快，但相比 Replicate，通用自定义模型部署能力稍弱。
更专注于 LLM 推理和微调，但缺乏 Replicate 那样由社区策划的多样化媒体模型目录。
从全球市场按秒租用云 GPU
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.
编排全球闲置消费级 GPU 的分布式 GPU 云
