专项更强由 DeepSeek-V4 与 R1 驱动的高效开源权重与托管推理 AI,token 成本极低。
Groq 记录了 3,987,936 月访问量,月度环比增长为 +10%,定价为付费。Runware 记录了 402,862 月访问量,增长率为 +27.1%,定价为付费。

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.
| 维度 / 指标 | ![]() | ![]() |
|---|---|---|
| 官方域名 | groq.com | runware.ai |
| 定价模式 | 付费 | 付费 |
| 月访问量 | 398.79万 (3,987,936) | 40.29万 (402,862) |
| 月度环比流量变化 | +36.27万 (+10%) | +8.58万 (+27.1%) |
| 主要市场与份额 | 🇮🇳 印度 (19.3%) | 🇺🇸 美国 (27.3%) |
| 直接访问 / 月 | 170.25万 | 18.98万 |
| 用户评分 | 4.7 | 4.5 |
| 支持的平台 | 网站 | 网站 |

基于 LPU 与 LPX 平台的超高速 AI 推理
专为推理而非训练设计的自研加速器,针对极低延迟进行调优。
托管 Llama、Mixtral、Gemma 等热门开源模型,以及 Whisper 语音模型。
与常见 OpenAI 风格请求格式高度兼容,便于快速集成。
提供 Whisper 自动语音识别以及文本转语音能力,适用于语音应用。

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.
专项更强由 DeepSeek-V4 与 R1 驱动的高效开源权重与托管推理 AI,token 成本极低。

专项更强Proprietary frontier models with powerful reasoning and multimodal features, but lacking open-weight model hosting and custom inference speeds.

专项更强Google 的快速原型开发 IDE 与开发者 API 工作台,用于构建基于 Gemini 模型的多模态应用。

专项更强RunningHub is a cloud platform for running ComfyUI workflows online, building AI apps, and generating images and videos with hosted models and APIs.
专项更强RunningHub is a cloud platform for running ComfyUI workflows online, building AI apps, and generating images and videos with hosted models and APIs.

提供类似的开发者优先云端平台以进行超快速生成式多媒体推理,但定价级别有所不同。},{de:

专项更强更专注于开源 LLM 托管与专用集群,但对即时图片生成的针对性稍弱。
提供相近的无服务器模型部署与微调,但具备更广泛的通用机器学习生态系统。},{de:
提供了生成式媒体模型的统一访问,但缺乏 Runware 对原始推理速度的专注。

采用晶圆级硬件的云端服务,具备媲美 Groq 的超快 Token 生成速度,但支持的模型目录较为专门。