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。
Nebius is an AI-focused cloud platform that gives teams non-virtualized NVIDIA GPU clusters, managed MLOps tooling, and a serverless inference layer so they can move from experiment to production on one stack.
| 维度 / 指标 | ![]() | |
|---|---|---|
| 官方域名 | bigmodel.cn | nebius.com |
| 定价模式 | 免费增值 | 付费,定价请咨询 |
| 月访问量 | 570.07万 (5,700,686) | 114.57万 (1,145,711) |
| 月度环比流量变化 | -116.89万 (-17%) | +11.08万 (+10.7%) |
| 主要市场与份额 | 🇨🇳 中国 (85.8%) | 🇺🇸 美国 (46.8%) |
| 直接访问 / 月 | 423.05万 | 44.79万 |
| 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。
Nebius is an AI-focused cloud platform that gives teams non-virtualized NVIDIA GPU clusters, managed MLOps tooling, and a serverless inference layer so they can move from experiment to production on one stack.
Bare-metal access to NVIDIA GB300, B300, GB200, B200, H200, H100, RTX PRO 6000, and L40S GPUs connected over InfiniBand for training and inference at scale.
A managed inference service for running popular open and frontier models through an API, so applications can add LLM capabilities without owning GPUs.
Built-in Kubernetes, Soperator for Slurm jobs, PostgreSQL, and MLflow give teams a ready-made environment for orchestration, tracking, and experiments.
Choose on-demand, preemptible, or live market-driven spot capacity, or commit to reserved clusters for discounts on long-running workloads.
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Tailored specifically for high-throughput generative media inference pipelines, whereas Nebius targets general GPU compute infrastructure.
专项更强Tailored specifically for high-throughput generative media inference pipelines, whereas Nebius targets general GPU compute infrastructure.
提供灵活按需的 GPU 租用与无服务器节点,但比起开箱即用的企业级集群,更专注于灵活的开发者实例。

为开源模型提供强大的无服务器推理 API 与 GPU 集群,但对底层裸机控制的侧重较少。
提供价格较低的 P2P GPU 租赁市场,不过与托管基础设施相比,硬件可靠性不太稳定。
专项更强能在无服务器容器中轻松运行 Python 工作负载与模型推理,但缺乏裸机集群管理功能。
专项更强能在无服务器容器中轻松运行 Python 工作负载与模型推理,但缺乏裸机集群管理功能。

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.

专项更强Provides exceptionally cheap serverless inference for open models via API, but does not offer raw bare-metal GPU rentals.