Replicate AI: 提供針對開源模型的強大雲端託管與微調功能,不過比起專門的推論引擎,通常延遲會高一些。 Replicate AI 每月有 904,038 次造訪,月增率 -8.4%,定價模式為付費。Stable Diffusion(Stability AI)每月有 341,872 次造訪,成長率 +1.2%,定價模式為免費增值、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.

面向圖像、影片、音訊與 3D 的開放生成模型
| 面向/指標 | ![]() | ![]() |
|---|---|---|
| 官方網域 | replicate.com | stability.ai |
| 定價模式 | 付費 | 免費增值、需聯絡報價 |
| 每月造訪次數 | 90.4萬 (904,038) | 34.19萬 (341,872) |
| 月流量變化量 | -8.26萬 (-8.4%) | +3940 (+1.2%) |
| 主要市場與市佔 | 🇺🇸 美國 (16.3%) | 🇺🇸 美國 (20.4%) |
| 每月直接造訪 | 57.75萬 | 13.44萬 |
| 使用者評分 | 4.6 | 4.7 |
| 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.

面向圖像、影片、音訊與 3D 的開放生成模型
使用讓 Stable Diffusion 廣為人知的模型系列,為行銷、產品圖與創意專案生成並編輯高品質圖像。
建立並編輯影片,包括面向遊戲與娛樂沉浸式世界的 3D 與 4D 影片模型。
使用 Stable Audio 模型系列製作音樂、音景與音效,並提供基於授權資料訓練的開放權重版本。
透過託管 API 把可用於生產的媒體生成能力整合到自己的產品中,無需自建基礎設施。

免費 / 開源對複雜的生成工作流程提供極致的節點式控制,但相較於簡單的 API,學習曲線較陡峭。

提供明顯更快的推論速度與對開發者友善的無伺服器 API,但缺乏像 Civitai 那樣的原生模型訓練工具。

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.
透過統一的 API 提供更廣泛的託管開源模型,但缺乏社群分享功能。