Modal 每月有 1,196,021 次造訪,月增率 +30.2%,定價模式為免費增值、需聯絡報價。Prized 每月有 280 次造訪,成長率 -99.1%,定價模式為免費增值、付費。

Prized provides cloud Linux boxes and sandboxes built for AI coding agents. One command sets up a box with Claude Code, Codex or opencode, syncs your files and projects the box's ports onto your own localhost, so agents keep running after you close your laptop.
| 面向/指標 | ![]() | |
|---|---|---|
| 官方網域 | modal.com | prized.dev |
| 定價模式 | 免費增值、需聯絡報價 | 免費增值、付費 |
| 每月造訪次數 | 119.6萬 (1,196,021) | 280 (280) |
| 月流量變化量 | +27.72萬 (+30.2%) | -2.93萬 (-99.1%) |
| 主要市場與市佔 | 🇺🇸 美國 (43.9%) | 🌐 全球 (—) |
| 每月直接造訪 | 84.56萬 | 96 |
| 使用者評分 | 4.8 | 4.1 |
| 支援平台 | 網站 | 網站 |
為 AI 與資料工作負載打造的无伺服器雲端基礎設施
直接寫 Python,掛載 GPU 或容器,部署成隨流量擴縮、閒置時縮容到零的 HTTPS 端點。
為編碼代理、強化學習 rollout 與不受信任程式碼提供隔離安全環境,啟動低於一秒,可支援百萬級併發沙箱。
在彈性單機或多機 GPU 算力上執行微調、LoRA、全量訓練與強化學習,無需等待配額審批。
透過相容 OpenAI 的端點服務大型語言模型以及影像、影片、音訊模型,也可自帶推論堆疊,由 Modal 負責底層基礎設施。

Prized provides cloud Linux boxes and sandboxes built for AI coding agents. One command sets up a box with Claude Code, Codex or opencode, syncs your files and projects the box's ports onto your own localhost, so agents keep running after you close your laptop.
A single install command provisions a box preloaded with Claude Code and Codex, with your project files synced both ways between laptop and cloud.
Dev servers on ports 3000-9999 keep their numbers and surface on your own localhost, with WebSocket support, so local browsing just works.
Agents run inside tmux sessions that persist on the box, so you can close the lid, switch devices or SSH back in later without interrupting work.
One command copies your aliases, shell config, runtimes, Docker Compose services and environment so the box matches your dev machine.

專項更強專為生成式多媒體模型最佳化的超快速無伺服器執行環境,而非一般的 Python 程式碼。
透過 Cog 可以更輕鬆地封裝模型,但不如 Modal 提供那麼多樣的無伺服器 Python 容器執行方式。
Provides integrated development studios and training workflows, but with less granular serverless function orchestration.
Provides integrated development studios and training workflows, but with less granular serverless function orchestration.
專項更強Combines ready-to-use model APIs and serverless GPU jobs, with simpler API consumption than custom Modal apps.

Coder is a self-hosted development infrastructure platform that gives engineering organizations secure, standardized cloud workspaces plus governance over the AI coding agents that run inside them. It is built for enterprises that need speed for developers and control for security and compliance teams.
Coder is a self-hosted development infrastructure platform that gives engineering organizations secure, standardized cloud workspaces plus governance over the AI coding agents that run inside them. It is built for enterprises that need speed for developers and control for security and compliance teams.