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Self-Hosting AI: 55% Savings or Hardware Trap?

Tired of six-figure cloud GPU tabs? Self-hosting AI promises 55% cheaper ops and 19x faster inference—but only if you crunch the numbers right.

5 min read 4 weeks, 1 day ago
Bar chart comparing H100 and GB200 NVL72 on MFU, TCO per million tokens, and energy use
AI Hardware

H100 Dominates GB200 in AI Training Benchmarks—Reliability Trumps Raw Specs

Your next AI breakthrough? It's stuck waiting on reliable hardware. Fresh H100 vs GB200 NVL72 training benchmarks show Hopper's edge in power efficiency and uptime, delaying Blackwell's hype.

4 min read 4 weeks, 1 day ago

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