BurstDock
GPU COMPARISON / AI COMPUTE

NVIDIA H200 vs NVIDIA B200.
Choose for the workload.

H200 is a high-memory Hopper accelerator; B200 moves to the Blackwell generation with a larger memory class. The right choice depends on workload support, measured performance and cost.

141 GB

NVIDIA H200 GPU memory class.

180 GB

NVIDIA B200 GPU memory class.

Workload first

Model size, precision, context and concurrency determine the better fit.

GPUNVIDIA H200NVIDIA B200
VRAM class141 GB180 GB
ArchitectureHopperBlackwell

How to
choose.

Start with the model and memory requirement, then evaluate throughput, latency, GPU count and total workload cost. A newer accelerator is not automatically the most cost-efficient choice for every job.

  • Can the model and KV cache fit in available VRAM?
  • What latency and throughput does the application need?
  • Does the workload scale efficiently across multiple GPUs?
  • What is the measured cost per useful unit of work?