免费 / 开源作为全球标准的开源 AI 枢纽,提供比 ModelScope 大得多的模型与数据集库。
ModelScope 记录了 3,085,423 月访问量,月度环比增长为 +5.1%,定价为免费。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 | modelscope.cn | replicate.com |
| 定价模式 | 免费 | 付费 |
| 月访问量 | 308.54万 (3,085,423) | 90.4万 (904,038) |
| 月度环比流量变化 | +14.91万 (+5.1%) | -8.26万 (-8.4%) |
| 主要市场与份额 | 🇨🇳 中国 (82.3%) | 🇺🇸 美国 (16.3%) |
| 直接访问 / 月 | 210.81万 | 57.75万 |
| 用户评分 | 4.5 | 4.6 |
| 支持的平台 | 网站 | 网站 |
ModelScope (魔搭社区) is an open-source AI community and model service platform that hosts thousands of pretrained models, datasets, and ready-to-run demos, backed by Alibaba Cloud infrastructure.
Browse and download thousands of pretrained models and datasets across NLP, vision, audio, and multimodal tasks.
Try models directly in the browser through hosted inference demos without local setup.
Run training and fine-tuning in cloud notebooks with complimentary GPU and CPU resources.
Integrate ModelScope models into your own pipelines using the official Python package and APIs.

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.
免费 / 开源作为全球标准的开源 AI 枢纽,提供比 ModelScope 大得多的模型与数据集库。
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 / 开源用于运行大语言模型的精简本地 CLI 运行环境,但缺乏 ModelScope 的网页版模型托管与数据集发现功能。

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。
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.

免费 / 开源功能丰富的本地模型自托管聊天界面,但缺乏 ModelScope 全面的原始模型权重和数据集代码库。
免费 / 开源功能丰富的本地模型自托管聊天界面,但缺乏 ModelScope 全面的原始模型权重和数据集代码库。
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.