Runware: 專注於為生成式媒體與文字模型提供極速的無伺服器推論，並採用開發者優先的定價策略。 DeepInfra 每月有 457,810 次造訪，月增率 -8.9%，定價模式為付費。Runware 每月有 402,862 次造訪，成長率 +27.1%，定價模式為付費。
Runware is an AI inference platform that exposes an enormous model catalog — images, video, audio, LLMs and 3D — through a single API endpoint, alongside serverless GPU compute and reserved capacity running on modular data centers the company designs and operates itself. It is aimed at developers and product teams who want to ship generative features without managing infrastructure.
| 面向／指標 |  | |
|---|---|---|
| 官方網域 | deepinfra.com | runware.ai |
| 定價模式 | 付費 | 付費 |
| 每月造訪次數 | 45.78萬 (457,810) | 40.29萬 (402,862) |
| 月流量變化量 | -4.45萬 (-8.9%) | +8.58萬 (+27.1%) |
| 主要市場與市佔 | 🇺🇸 美國 (15.3%) | 🇺🇸 美國 (27.3%) |
| 每月直接造訪 | 23.78萬 | 18.98萬 |
| 使用者評分 | 4.6 | 4.5 |
| 支援平台 | 網站 | 網站 |
面向 200+ 開源模型的低成本無伺服器推論 API
透過統一 API 存取文字、圖像、語音、音樂與影片模型，支援依任務與模型家族瀏覽。
每百萬 token 費率事先公開，包含輸入、輸出與快取輸入的明細，並顯示目前折扣。
需要原始算力做微調、自建服務或突發負載時，可按實例小時租用資料中心 GPU。
輸入與輸出不被留存，平台持有 SOC 2 與 ISO 27001 資訊安全認證。
Runware is an AI inference platform that exposes an enormous model catalog — images, video, audio, LLMs and 3D — through a single API endpoint, alongside serverless GPU compute and reserved capacity running on modular data centers the company designs and operates itself. It is aimed at developers and product teams who want to ship generative features without managing infrastructure.
Image, video, audio, LLM and 3D tasks all POST to a single endpoint as an array, so mixed-modality batches can travel in one request with shared auth and billing.
Browse hosted, partner and community models through one addressing scheme, control parameters such as stacked LoRAs and swapped VAEs on open models, and add your own uploads.
Bring your own container and weights to serverless GPUs billed by the second that scale to zero when idle, or commit to reserved capacity and bare-metal clusters for a lower per-hour rate.
Purpose-built modular data centers plus an orchestration layer that keeps weights preloaded across regions and routes requests to pods that already hold the model in memory.
專項更強Provides direct developer API access to Google's proprietary Gemini models rather than community open-weight models.
專項更強Provides direct developer API access to Google's proprietary Gemini models rather than community open-weight models.
專項更強RunningHub is a cloud platform for running ComfyUI workflows online, building AI apps, and generating images and videos with hosted models and APIs.
專項更強RunningHub is a cloud platform for running ComfyUI workflows online, building AI apps, and generating images and videos with hosted models and APIs.
提供類似的開發者優先雲端平台以進行超快速生成式多媒體推理，但定價級別有所不同。
提供相近的無伺服器模型部署與微調，但具備更廣泛的通用機器學習生態系統。
提供生成式媒體模型的統一存取，但缺乏 Runware 對原始推論速度的專門關注。
Hosts popular open-weight LLMs and multimodal models with aggressive pricing similar to DeepInfra's cost structure.
Hosts popular open-weight LLMs and multimodal models with aggressive pricing similar to DeepInfra's cost structure.
免費 / 開源A decentralized serverless inference platform hosting open-source models with community-driven pricing and architecture.
Aggregates a vast range of foundational models under one key, but with less emphasis on serverless speed.
