免费 / 开源以极低成本提供出色的开源权重推理性能,但缺少 BigModel 广泛的企业级多模态智能体构建工具集。

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 | bigmodel.cn | runware.ai |
| 定价模式 | 免费增值 | 付费 |
| 月访问量 | 570.07万 (5,700,686) | 40.29万 (402,862) |
| 月度环比流量变化 | -116.89万 (-17%) | +8.58万 (+27.1%) |
| 主要市场与份额 | 🇨🇳 中国 (85.8%) | 🇺🇸 美国 (27.3%) |
| 直接访问 / 月 | 423.05万 | 18.98万 |
| 用户评分 | 4.6 | 4.5 |
| 支持的平台 | 网站 | 网站 |

智谱 AI 的 GLM 大模型开放平台,多模态 API 与智能体开发一体化
同一账号即可调用 GLM 大模型以及视觉、OCR、语音、图像、视频等各类接口。
构建可调用工具的智能体,并通过 MCP 服务连接模型与外部系统。
创建托管知识库与检索流程,让模型基于你自己的文档作答。
使用自有数据微调模型,并在浏览器中以交互方式调试提示词后再上线。

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.
免费 / 开源以极低成本提供出色的开源权重推理性能,但缺少 BigModel 广泛的企业级多模态智能体构建工具集。

提供海量的上下文窗口和强大的多模态 Gemini API,但在模型架构和区域企业工具方面有所不同。

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。
用一个 API 快速、可预测成本地运行大语言模型与多模态模型