Lightning AI（原 Grid.ai）每月有 10,313 次造訪，月增率 -1.8%，定價模式為 Usage-based / Contact for Pricing。Massed Compute 每月有 11,752 次造訪，成長率 -64.1%，定價模式為付費、需聯絡報價。
由 PyTorch Lightning 團隊打造的隨需 GPU 雲與企業級 AI 基礎設施。
Massed Compute is a cloud GPU provider offering on-demand NVIDIA instances, single-tenant bare metal servers, large InfiniBand node clusters, and a programmatic REST API and MCP server. It targets AI training, inference, machine learning, data analytics, and VFX rendering workloads.
| 面向／指標 | | |
|---|---|---|
| 官方網域 | grid.ai | massedcompute.com |
| 定價模式 | Usage-based / Contact for Pricing | 付費、需聯絡報價 |
| 每月造訪次數 | 1.03萬 (10,313) | 1.18萬 (11,752) |
| 月流量變化量 | -192 (-1.8%) | -2.1萬 (-64.1%) |
| 主要市場與市佔 | 🇺🇸 美國 (50.5%) | 🇺🇸 美國 (71.4%) |
| 每月直接造訪 | 4107 | 7757 |
| 使用者評分 | 4.4 | 4.2 |
| 支援平台 | 網站 | 網站 |
由 PyTorch Lightning 團隊打造的隨需 GPU 雲與企業級 AI 基礎設施。
自助取得 H200、B200、H100、A100 與 L4 GPU，保障可用性且無需長期合約。
在瀏覽器或透過 SSH 於雲端 GPU 上撰寫、除錯與調校模型，並支援團隊共享工作空間。
同時執行數百個實驗、比較訓練結果，並擴展到多節點 GPU 叢集進行預訓練。
SSO、角色型存取、稽核記錄、細緻資料控管、SOC2 與 HIPAA 對應，以及私有雲與 VPC 部署。
Massed Compute is a cloud GPU provider offering on-demand NVIDIA instances, single-tenant bare metal servers, large InfiniBand node clusters, and a programmatic REST API and MCP server. It targets AI training, inference, machine learning, data analytics, and VFX rendering workloads.
Rent hourly NVIDIA GPUs from B300-class hardware down to A30, each with pre-installed CUDA, no bandwidth caps, and no contract lock-in.
Reserve physical, single-tenant servers for extra privacy and isolation, with setup in one to three days.
Scale to 8–512+ node InfiniBand-connected clusters tuned for distributed training and heavy compute, with dedicated support.
Provision instances from your own code via a REST API and MCP server, with bearer keys, scoped tokens, webhooks, and Python, Node.js, Go, and Terraform tooling.
專項更強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.
免費 / 開源由 PyTorch Lightning 創建團隊打造的 AI 雲端平台
專項更強FluidStack builds and operates large-scale compute infrastructure for AI, including gigawatt-class data centers and GPU clusters used for training and inference. The company designs its own power, cooling and data center systems, onshores manufacturing and deploys solar generation to supply the power its clusters need. Rather than a self-serve cloud console, FluidStack works with AI labs and enterprises to provision large reserved clusters, with orchestration tooling for the ML frameworks and schedulers those teams already use.
專項更強FluidStack builds and operates large-scale compute infrastructure for AI, including gigawatt-class data centers and GPU clusters used for training and inference. The company designs its own power, cooling and data center systems, onshores manufacturing and deploys solar generation to supply the power its clusters need. Rather than a self-serve cloud console, FluidStack works with AI labs and enterprises to provision large reserved clusters, with orchestration tooling for the ML frameworks and schedulers those teams already use.
專項更強低成本雲端 GPU：面向 AI 工作負載的按分鐘執行個體與按秒計費沙箱。
專項更強低成本雲端 GPU：面向 AI 工作負載的按分鐘執行個體與按秒計費沙箱。
為訓練與推論工作負載打造的私有 AI 雲
依需求租用雲端 GPU，價格比大型雲端最多低 80%
免費 / 開源私密、實惠的歐盟 GPU 伺服器，幾分鐘內配好 AI 模板
