
專項更強Delivers developer-first serverless endpoints optimized for generative media models rather than general-purpose infrastructure.
FluidStack 每月有 154,620 次造訪,月增率 +7.3%,定價模式為付費、需聯絡報價。Thunder Compute 每月有 102,147 次造訪,成長率 -29%,定價模式為 Paid (per-minute instances, per-second sandboxes)。

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.

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。
| 面向/指標 | ![]() | ![]() |
|---|---|---|
| 官方網域 | fluidstack.io | thundercompute.com |
| 定價模式 | 付費、需聯絡報價 | Paid (per-minute instances, per-second sandboxes) |
| 每月造訪次數 | 15.46萬 (154,620) | 10.21萬 (102,147) |
| 月流量變化量 | +1.05萬 (+7.3%) | -4.17萬 (-29%) |
| 主要市場與市佔 | 🇺🇸 美國 (95.7%) | 🇺🇸 美國 (53.5%) |
| 每月直接造訪 | 4.79萬 | 4.07萬 |
| 使用者評分 | 4.4 | 4.4 |
| 支援平台 | 網站 | 網站 |

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.
FluidStack designs and builds large AI data centers, including high-density campuses with significant per-site power capacity, rather than reselling capacity from other clouds.
Clusters are architected for large-scale model training and inference, with high-bandwidth interconnect and orchestration suitable for distributed workloads.
The company develops off-grid solar and recirculating closed-loop cooling, treating power and water efficiency as core engineering problems.
Smart hands, cluster provisioning and operations support let research teams focus on models while FluidStack runs the physical and orchestration layers.

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。
開通 RTX A6000、L40、A100 80GB 或 H100 SXM 機器,通常幾分鐘內即可 SSH 登入,僅在執行時計費。
啟動帶或不帶 GPU 的隔離 Ubuntu 虛擬機,用於 RL rollout、評估與 CI,按秒計費,工作之間可縮容至零。
CLI、VS Code 擴充套件、MCP 伺服器與 REST API,讓你能從終端機、編輯器、AI Agent 或自有服務驅動基礎設施。
將執行個體磁碟保存為快照並在之後還原,實驗可隨時暫停,無需讓機器持續執行。

專項更強Delivers developer-first serverless endpoints optimized for generative media models rather than general-purpose infrastructure.
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.

專項更強Specializes in cost-effective serverless API inference for open-weights models instead of raw infrastructure rentals.
免費 / 開源由 PyTorch Lightning 創建團隊打造的 AI 雲端平台