
Nvidia reported Q4 FY2026 revenue of $68.1B (up 70% YoY) with 75% gross margins; AMD reported Q4 FY2025 revenue of $10.3B (up 34% YoY) with 54% gross margins. AMD's CPU market share rose to 29.2% in Q4 2025, it announced partnerships with OpenAI and Meta, and it has a trailing-12-month PEG under 0.5; AMD stock is up ~88% over the last year (as of Mar 20) versus Nvidia's ~46% gain. The author recommends Nvidia based on superior revenue growth and GPU dominance but notes a case for owning both to capture each firm's strengths.
The real contest is not GPU vs. CPU in isolation but who captures the higher-margin layers above silicon: software stacks, optimizer toolchains, and long-term hyperscaler validation. That creates asymmetric optionality — a firm that locks-in compiler/runtime or model-optimization flows converts one-time silicon wins into multi-year annuity-like revenue and pricing power, and that is the axis investors should track over the next 6-24 months. Second-order supply effects are underappreciated. Foundry and advanced packaging capacity will become the choke points that determine who can scale throughput to hyperscaler demand; wins in procurement cadence (multi-quarter commitments from a few cloud buyers) will amplify gross-margin differences faster than product-perf benchmarks. Watch booking patterns at TSMC/ASML and OSAT lead times as early warning signals. Downside drivers are classic but timing-sensitive: a hyperscaler inventory digestion cycle, an AI model architecture pivot away from current accelerators, or regulatory pressure on software bundling could compress multiples quickly. Conversely, incremental software/SDK monetization or an enterprise contract that forces standardized deployment can re-rate share prices abruptly — catalysts that typically materialize inside 3–12 months.
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