
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/指標 | ![]() | ![]() |
|---|---|---|
| 官方網域 | hex.tech | replicate.com |
| 定價模式 | 免費增值、免費試用、付費、需聯絡報價、免費 | 付費 |
| 每月造訪次數 | 78.27萬 (782,737) | 90.4萬 (904,038) |
| 月流量變化量 | +7.66萬 (+10.8%) | -8.26萬 (-8.4%) |
| 主要市場與市佔 | 🇺🇸 美國 (64.1%) | 🇺🇸 美國 (16.3%) |
| 每月直接造訪 | 62.18萬 | 57.75萬 |
| 使用者評分 | 4.7 | 4.6 |
| 支援平台 | 網站 | 網站 |

把問題轉化為可信、可治理答案的 agentic 資料分析平台
用自然語言提問,獲得帶推理過程的答案以及背後的 SQL、圖表與表格,可在 Hex 工作台、Slack 及開發工具中呼叫。
在同一專案中並行撰寫 SQL、Python 與 R,再把儲存格變成可互動、可參數化的資料應用與儀表板,無需另備 BI 製作工具。
集中管理指標、語意與企業定義,讓答案保持一致;同時明確顯示 agent 缺乏依據的位置,便於修復。
對 agent 執行帶評分規準的測試集,衡量答案品質,並在資料與脈絡演進時第一時間發現品質回退。

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.

影像與視訊模型的無伺服器執行速度更快,但自訂模型部署的通用性不如 Replicate。

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.
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.