加载中…
头对头基准测试
ComfyDeploy vs Replicate AI
ComfyDeploy 记录了 9,609 月访问量，月度环比增长为 -48.2%，定价为定价请咨询。Replicate AI 记录了 904,038 月访问量，增长率为 -8.4%，定价为付费。
ComfyDeploy 记录了 9,609 月访问量，月度环比增长为 -48.2%，定价为定价请咨询。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 | comfydeploy.com | replicate.com |
| 定价模式 | 定价请咨询 | 付费 |
| 月访问量 | 9609 (9,609) | 90.4万 (904,038) |
| 月度环比流量变化 | -8943 (-48.2%) | -8.26万 (-8.4%) |
| 主要市场与份额 | 🇺🇸 美国 (36.3%) | 🇺🇸 美国 (16.3%) |
| 直接访问 / 月 | 3788 | 57.75万 |
| 用户评分 | 4.3 | 4.6 |
| 支持的平台 | 网站 | 网站 |
把 ComfyUI 工作流变成可分享的应用与可扩展的生产 API
在专用 B200、H200、H100、A100 及 RTX 级 GPU 上运行 ComfyUI，自定义节点与模型只需为全团队安装一次。
暴露工作流的输入与输出，即可获得带滑块、文本框和图片上传的简洁界面，非技术同事也能直接使用。
把任意工作流发布为带版本、自动扩容的端点，并提供开发、预发、生产多环境与 SDK 调用。
完整的工作流版本历史让团队安全迭代，一键恢复到已验证可用的节点图。
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。
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.
免费 / 开源在云端零配置运行原生 ComfyUI，享受高速 GPU 与一键无服务器 API
免费 / 开源在云端零配置运行原生 ComfyUI，享受高速 GPU 与一键无服务器 API
