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正面對決基準比較
Modal vs RunningHub
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。RunningHub 每月有 3,105,554 次造訪，成長率 -28.5%，定價模式為免費增值。
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。RunningHub 每月有 3,105,554 次造訪，成長率 -28.5%，定價模式為免費增值。
RunningHub is a cloud platform for running ComfyUI workflows online, building AI apps, and generating images and videos with hosted models and APIs.
| 面向／指標 | | |
|---|---|---|
| 官方網域 | modal.com | runninghub.ai |
| 定價模式 | 免費增值、需聯絡報價 | 免費增值 |
| 每月造訪次數 | 119.6萬 (1,196,021) | 310.56萬 (3,105,554) |
| 月流量變化量 | +27.72萬 (+30.2%) | -123.77萬 (-28.5%) |
| 主要市場與市佔 | 🇺🇸 美國 (43.9%) | 🇨🇳 中國 (52.7%) |
| 每月直接造訪 | 84.56萬 | 229.72萬 |
| 使用者評分 | 4.8 | 4.4 |
| 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。
RunningHub is a cloud platform for running ComfyUI workflows online, building AI apps, and generating images and videos with hosted models and APIs.
Run, import, and share ComfyUI workflows in the cloud without local GPU hardware.
Publish a workflow as a single-click AI app that anyone can run with simple inputs.
Use hosted image and video models, including self-developed upscaling and enhancement tools, from one dashboard.
Integrate generation into your product via workflow, model, LLM, and app APIs.
專項更強面向電影級影片與圖像的 AI 原生創作套件
一站式 AI 影片、圖像與代理式內容創作工作室
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。
專項更強在瀏覽器中免費生成 AI 圖像與影片，並託管模型
專項更強Together AI is the AI Native Cloud — a full-stack platform for running, fine-tuning and training open-source models. It spans serverless inference APIs, dedicated endpoints, GPU clusters, post-training and storage, all backed by in-house systems research.
專項更強Together AI is the AI Native Cloud — a full-stack platform for running, fine-tuning and training open-source models. It spans serverless inference APIs, dedicated endpoints, GPU clusters, post-training and storage, all backed by in-house systems research.
