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。
Scale is an enterprise AI company that supplies the data, evaluation and deployment layers behind production AI. Its Data Engine sources and labels training data for frontier models, its evaluation work benchmarks model capability, and its platform teams help enterprises and governments move AI systems from pilot into real operations.
| 维度 / 指标 | ![]() | |
|---|---|---|
| 官方域名 | bigmodel.cn | scale.com |
| 定价模式 | 免费增值 | 定价请咨询 |
| 月访问量 | 570.07万 (5,700,686) | 61.69万 (616,915) |
| 月度环比流量变化 | -116.89万 (-17%) | +6.87万 (+12.5%) |
| 主要市场与份额 | 🇨🇳 中国 (85.8%) | 🇺🇸 美国 (44.2%) |
| 直接访问 / 月 | 423.05万 | 19.14万 |
| 用户评分 | 4.6 | 4.7 |
| 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。
Scale is an enterprise AI company that supplies the data, evaluation and deployment layers behind production AI. Its Data Engine sources and labels training data for frontier models, its evaluation work benchmarks model capability, and its platform teams help enterprises and governments move AI systems from pilot into real operations.
Human-sourced and expert-annotated training data, including specialist contributors with advanced degrees, at the quality bar frontier labs require.
Public leaderboards plus private benchmarks that test model capability and safety for the most ambitious AI developers.
Platform and services teams that pick the right use case, build the system and take ownership of the outcome.
Agentic systems designed around measurable business outcomes across private equity portfolios, energy and healthcare operations.
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。
专项更强在一个 API 端点下聚合了数百个全球模型,而 BigModel 则为智谱的 GLM 模型提供直接的原生基础设施。

专项更强一个 API 接入 1500+ 生产级生成式媒体模型

免费 / 开源专注于无服务器开源模型托管和专用 GPU 集群,但原生集成专有 GLM 模型较少。
专项更强简化计算机视觉数据集标注与模型训练,但不太适合通用的 LLM 文本任务。

Replicate is a cloud API for running, fine-tuning, and deploying machine learning models. Spin up open-source and hosted models — from image, video, and audio generation to speech synthesis, captioning, and LLM inference — with one line of code, or package your own model with Cog and put it behind a production-ready API.
Replicate is a cloud API for running, fine-tuning, and deploying machine learning models. Spin up open-source and hosted models — from image, video, and audio generation to speech synthesis, captioning, and LLM inference — with one line of code, or package your own model with Cog and put it behind a production-ready API.
专注于企业级数据标注和训练数据整理,类似于 Scale 的核心标注业务。

免费 / 开源Offers highly cost-effective serverless inference for open models, but lacks BigModel's integrated enterprise knowledge base and agent tools.
提供企业级多模态标注和数据管理工具,但对托管式标注人力的强调较少。