# NVIDIA H100 / B200 (Blackwell)
> NVIDIA H100 (built on the Hopper architecture) and B200 (built on the Blackwell architecture) are ultra-high-end Graphics Processing Units (GPUs) designed for data centers. They serve as the primary infrastructure for training and deploying large-scale artificial intelligence models and generative AI applications.
- URL: https://optimly.ai/brand/nvidia-h100-b200-blackwell
- Logo: https://logo.clearbit.com/nvidia.com
- Slug: nvidia-h100-b200-blackwell
- BAI Score: 98/100
- Archetype: Challenger
- Category: Hardware/Semiconductors
- Last Analyzed: July 19, 2026
## Buyer Intent Signals
Problems: CPU/Consumer GPU Clusters: Using general-purpose CPUs or consumer-grade GPUs for smaller scale model training and inference. | Infrastructure Delay: Delaying AI infrastructure expansion or relying on existing cloud quotas until supply chain lead times for Blackwell stabilize.
Solutions: best GPU for LLM training | enterprise AI hardware 2024 | what is a B200 GPU | Last-Gen Hardware Utilization: Purchasing or leasing previous-generation NVIDIA A100 or H100 systems which remain highly capable for many tasks.
Comparisons: NVIDIA Blackwell vs Hopper performance | H100 vs MI300X comparison