NVIDIA

GPUs buy silicon; returns hinge on utilization. Collectives, HBM, schedulers, power/thermal, and inference batching decide effective output from hundred-billion AI CapEx. Hub NVIDIA; complements AVGO/ANET; constraints TSM/MU; physical layer VRT. See CPU industry.

NVIDIA posted Q1 FY2027 revenue of $81.6B (+85%) and Data Center $75.2B (+92%), with ~75% gross margin and ~$48.55B FCF. Q2 guide $91.0B ±2% excludes China DC compute. Price ~$203; Hold / premium valuation. Versus AMD and the CPU industry narrative, the CUDA full stack remains the moat.