Arize AI 记录了 249,028 月访问量，月度环比增长为 +3.2%，定价为付费，定价请咨询。RunningHub 记录了 3,105,554 月访问量，增长率为 -28.5%，定价为免费增值。
RunningHub is a cloud platform for running ComfyUI workflows online, building AI apps, and generating images and videos with hosted models and APIs.
| 维度 / 指标 |  | |
|---|---|---|
| 官方域名 | arize.com | runninghub.ai |
| 定价模式 | 付费，定价请咨询 | 免费增值 |
| 月访问量 | 24.9万 (249,028) | 310.56万 (3,105,554) |
| 月度环比流量变化 | +7668 (+3.2%) | -123.77万 (-28.5%) |
| 主要市场与份额 | 🇺🇸 美国 (51.6%) | 🇨🇳 中国 (52.7%) |
| 直接访问 / 月 | 10.78万 | 229.72万 |
| 用户评分 | 4.6 | 4.4 |
| 支持的平台 | 网站 | 网站 |
面向生产级 AI 的智能体可观测性、评估与持续改进平台
基于 OpenTelemetry 之上的 OpenInference 规范，采集智能体与 LLM 调用的 span、trace 和会话，埋点可跨工具复用。
在 span、trace 与会话三个层级运行评估，对海量生产数据衡量检索质量、工具调用与最终回答的优劣。
内置于产品中的智能体，可检查链路、推断根因，并给出供工程师上线前审阅的修复建议。
当需要让轨迹数据留在自有基础设施内时，可自行部署这一领先的开源追踪与评估工具。
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.
专项更强可安全商用的生成式 AI 工作空间，覆盖图像、视频、音频、矢量与多模型创意生产。
专项更强面向电影级视频与图像的 AI 原生创作套件
专项更强Civitai is a community-driven hub where people share, discover and run open-source image, video and 3D AI models, generate art in the browser, and compare LoRAs, checkpoints and workflows.
一站式 AI 视频、图像与智能体内容创作工作室
专项更强面向图像与视频的实时生成式 AI 工作室
专项更强在浏览器中免费生成 AI 图像与视频，并托管模型
专项更强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.
专项更强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.
擅长实验追踪与模型注册表工作流，但较少针对实时大模型生产可观测性进行专门设计。
专项更强在同一画布上用前沿模型生成与风格化 AI 图像和视频
RunDiffusion is a collaborative cloud platform that brings leading AI image, video and editing models together under one subscription, letting creative teams generate, refine and publish work without juggling separate tools.
RunDiffusion is a collaborative cloud platform that brings leading AI image, video and editing models together under one subscription, letting creative teams generate, refine and publish work without juggling separate tools.
