Frontier AI Inference on NVIDIA B300 Bare Metal
Deploy and serve the largest AI models on the most advanced GPU infrastructure available.
Dedicated B300 bare metal: full compute density, HBM3e memory bandwidth, FP4 precision.
No shared resources. No egress fees.
Built for the inference workloads that push GPU limits
Maximum Compute Density
The NVIDIA B300 delivers the highest AI TOPS available in a single GPU, purpose-built for
frontier model inference at production scale.
HBM3e Memory Bandwidth
Ultra-high memory bandwidth for serving large context windows, high concurrency, and multi-modal inference pipelines without throughput degradation.
FP4 Native Precision
Native Blackwell Ultra FP4 support for modern inference frameworks, vLLM, TensorRT-LLM,
TGI, with maximum tokens per second at minimum cost per token.
When H100 is no longer enough
Most inference infrastructure problems become visible
at scale. Latency degrades under concurrent load.Context windows hit memory limits. Cost per token climbs as models grow larger.
The NVIDIA B300 on 1Legion bare metal is designed for exactly this threshold, where the gap between
shared cloud GPU performance and dedicated frontier
hardware becomes the difference between a product
that works and one that doesn't.
One dedicated bare metal server. Full HBM3e bandwidth. Maximum FP4 throughput. Direct engineering support
from day one.
Ready to deploy your LLM on bare metal?
Tell us about your model and workload.
We will match you with the right configuration.
