
專項更強Tailored specifically for high-throughput generative media inference pipelines, whereas Nebius targets general GPU compute infrastructure.
Nebius 每月有 1,145,711 次造訪,月增率 +10.7%,定價模式為付費、需聯絡報價。Rivet.dev 每月有 21,359 次造訪,成長率 -44.3%,定價模式為免費增值、需聯絡報價。

在你自己的基礎設施上執行與擴展持久化 AI Agent
| 面向/指標 | ![]() | |
|---|---|---|
| 官方網域 | nebius.com | rivet.dev |
| 定價模式 | 付費、需聯絡報價 | 免費增值、需聯絡報價 |
| 每月造訪次數 | 114.57萬 (1,145,711) | 2.14萬 (21,359) |
| 月流量變化量 | +11.08萬 (+10.7%) | -1.7萬 (-44.3%) |
| 主要市場與市佔 | 🇺🇸 美國 (46.8%) | 🇺🇸 美國 (39.4%) |
| 每月直接造訪 | 44.79萬 | 1.07萬 |
| 使用者評分 | 4.5 | 4.5 |
| 支援平台 | 網站 | 網站 |
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.

在你自己的基礎設施上執行與擴展持久化 AI Agent
每個 Actor 都擁有 SQLite 資料庫與檔案系統,Agent 的記憶與進度可在重啟與閒置後保留,無需額外資料庫。
在你自己的基礎設施上執行不受信任或 AI 產生的程式碼,並可細緻控制網路存取、檔案系統權限與資源上限。
節點故障時其 Actor 會帶狀態遷移到其他節點,多步驟工作在崩潰後自動重播,無需自建檢查點機制。
可透過 HTTP 直接定址 Actor 或維持即時 WebSocket 連線,並用 React SDK 讓元件訂閱 Actor 狀態以即時更新。

專項更強Tailored specifically for high-throughput generative media inference pipelines, whereas Nebius targets general GPU compute infrastructure.

專項更強Provides exceptionally cheap serverless inference for open models via API, but does not offer raw bare-metal GPU rentals.

免費 / 開源Mastra is an open-source TypeScript framework for building, deploying, and observing AI agents and workflows. It gives JavaScript developers typed agents, durable workflows, memory, MCP tool support, and built-in observability so prototypes can scale into production.
免費 / 開源Mastra is an open-source TypeScript framework for building, deploying, and observing AI agents and workflows. It gives JavaScript developers typed agents, durable workflows, memory, MCP tool support, and built-in observability so prototypes can scale into production.
專項更強Provides interactive development studios and on-demand GPUs for training, but focuses more on PyTorch workflows than raw infrastructure.
專項更強Provides interactive development studios and on-demand GPUs for training, but focuses more on PyTorch workflows than raw infrastructure.
專項更強Combines model APIs and serverless GPU jobs, but lacks the enterprise-grade bare-metal infrastructure orchestration of Nebius.

專門提供用於大型訓練的大規模企業資料中心 GPU 叢集,但對於即時無伺服器 (serverless) 功能的適配較少。

Coder is a self-hosted development infrastructure platform that gives engineering organizations secure, standardized cloud workspaces plus governance over the AI coding agents that run inside them. It is built for enterprises that need speed for developers and control for security and compliance teams.
Coder is a self-hosted development infrastructure platform that gives engineering organizations secure, standardized cloud workspaces plus governance over the AI coding agents that run inside them. It is built for enterprises that need speed for developers and control for security and compliance teams.