GPU Hardware Dominates AI Revenue: A 4x Gap Over Software and Services

Analysis of Q4 2024 revenue data across AI sectors reveals NVIDIA's GPU business generated $31B with 70%+ margins, approximately 4 times larger than combined software, infrastructure, and consulting revenue. While hyperscalers and emerging segments remain unmeasured, hardware investments significantly outpace software revenue in the current AI market landscape.