The NVIDIA H200 is the most powerful GPU on the planet—built for the next generation of generative AI, deep learning, and high-performance computing. Featuring cutting-edge Hopper architecture and available in both PCIe and SXM configurations, the H200 delivers record-setting memory bandwidth and lightning-fast inference speeds. Put simply: the H200 supercharges Generative AI and high-performance computing workloads with game-changing performance, speed, and memory capabilities.
According to NVIDIA Research, the H200 is the first GPU with HBM3e. This larger, faster memory powers the acceleration of generative AI and LLMs while advancing scientific computing for HPC workloads. It is, quite simply, the gold standard for the world's most cutting-edge applications.
The NVIDIA H200 GPU features 141GB of HBM3e memory, a whopping 76.5% increase vs. the H100. This increased GPU memory capacity allows larger models to be loaded into memory or larger batch sizes for faster, more efficient training of larger models.
The NVIDIA H200's 4.8TB/s memory bandwidth is a staggering 1.4x faster than the H100. This allows for better utilization of processing power, critical for the growing data sets and model sizes of today's frontier LLMs.
The H200 GPU boasts read speeds of up to 20GB/s from one node with the shared filesystem - a 6x improvement vs. the H100 GPU. This is crucial for efficient training of today's LLMs, as well as for inference-related tasks.
AI inference at scale demands high throughput and low cost. The H200 delivers up to 2x faster inference on large language models like Llama2 compared to the H100—making it one of the most efficient options for serving LLMs to large user bases.
1.9x Faster
1.6x Faster
110x Faster
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“Switching to Vast.ai reduced our cloud compute costs by over 70%, while giving us more control, better support, and faster access to H200s. I can't recommend them enough.”- AI Research Lead
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