Articles tagged “GPU”

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The GPU Scarcity Story: H100, H200, and B200

5 min read

ArticleMay 31, 2026

The GPU Scarcity Story: H100, H200, and B200

The 2026 GPU supply picture — H100 softening, H200 plentiful, B200 ramping — and a practical decision matrix for what to rent or buy for AI workloads.

AI Infrastructure Cost Optimization in 2026: The Inference Flip

9 min read

GuideMay 9, 2026

AI Infrastructure Cost Optimization in 2026: The Inference Flip

How AI infrastructure spending shifted to inference in 2026 — GPU pricing, FinOps strategies, waste elimination, and when to own hardware.