
專項更強Provides industry-leading proprietary frontier models and enterprise reliability, but completely lacks support for open-weight community models.
Together AI: 專注於優化的無伺服器推論 API 與託管模型代管,而非單純的裸叢集租賃。 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。Together AI 每月有 1,645,930 次造訪,成長率 +64.9%,定價模式為免費增值、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 | together.ai |
| 定價模式 | 付費、需聯絡報價 | 免費增值、付費 |
| 每月造訪次數 | 15.46萬 (154,620) | 164.59萬 (1,645,930) |
| 月流量變化量 | +1.05萬 (+7.3%) | +64.77萬 (+64.9%) |
| 主要市場與市佔 | 🇺🇸 美國 (95.7%) | 🇺🇸 美國 (36.3%) |
| 每月直接造訪 | 4.79萬 | 88.22萬 |
| 使用者評分 | 4.4 | 4.7 |
| 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.

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Provides industry-leading proprietary frontier models and enterprise reliability, but completely lacks support for open-weight community models.

專項更強Restricts API usage strictly to Gemini models, offering free prototyping tiers but lacking open-source model variety.
專項更強Restricts API usage strictly to Gemini models, offering free prototyping tiers but lacking open-source model variety.

專項更強一個 API 串接 1500+ 可上線的生成式媒體模型
除了標準文字 LLM 外,還高度專注於部署自訂機器學習模型與媒體生成管線。
免費 / 開源Unsloth is an open-source toolkit for running and training large language models locally. It provides faster, more memory-efficient fine-tuning, a local chat and agent environment with browser use, image and video generation, and an OpenAI-compatible API your existing tools can connect to.
免費 / 開源Unsloth is an open-source toolkit for running and training large language models locally. It provides faster, more memory-efficient fine-tuning, a local chat and agent environment with browser use, image and video generation, and an OpenAI-compatible API your existing tools can connect to.