
專項更強Delivers developer-first serverless endpoints optimized for generative media models rather than general-purpose infrastructure.
Vast.ai: 提供用於低成本實驗的點對點 GPU 租賃市場,但企業級基礎設施的穩定預測性較低。 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。Vast.ai 每月有 1,257,554 次造訪,成長率 +2.8%,定價模式為付費。

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.
| 面向/指標 | ![]() | |
|---|---|---|
| 官方網域 | fluidstack.io | vast.ai |
| 定價模式 | 付費、需聯絡報價 | 付費 |
| 每月造訪次數 | 15.46萬 (154,620) | 125.76萬 (1,257,554) |
| 月流量變化量 | +1.05萬 (+7.3%) | +3.42萬 (+2.8%) |
| 主要市場與市佔 | 🇺🇸 美國 (95.7%) | 🇺🇸 美國 (16.7%) |
| 每月直接造訪 | 4.79萬 | 93.71萬 |
| 使用者評分 | 4.4 | 4.6 |
| 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.
從全球市集以秒為單位租用雲端 GPU
從超過 20,000 顆 GPU、60 多種型號(從 RTX 3060 等級到 GB200)的全球池中租用,橫跨 40 多座資料中心。
可選保證開機時間的隨需、便宜 50% 以上的可中斷,或最高 50% 折扣並含容量保證的預留方案。
以秒計費、無最低時數,只用你實際使用的算力,讓實驗與短時工作也能維持低成本。
透過 CLI、Python SDK 或 REST API 完全以程式碼佈建與最佳化執行個體,這也讓平台適合代理程式使用。

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

專項更強Together AI is the AI Native Cloud — a full-stack platform for running, fine-tuning and training open-source models. It spans serverless inference APIs, dedicated endpoints, GPU clusters, post-training and storage, all backed by in-house systems research.
專項更強Together AI is the AI Native Cloud — a full-stack platform for running, fine-tuning and training open-source models. It spans serverless inference APIs, dedicated endpoints, GPU clusters, post-training and storage, all backed by in-house systems research.
Provides enterprise-grade AI cloud infrastructure with managed ML tools, replacing peer-to-peer rentals with reliable data centers.

提供即時且具持續性的 SSH 執行個體與簡單的按秒計費,媲美 Vast.ai 以開發者為中心的彈性。
提供即時且具持續性的 SSH 執行個體與簡單的按秒計費,媲美 Vast.ai 以開發者為中心的彈性。
為訓練與推論工作負載打造的私有 AI 雲