AI INSIGHT
NVIDIA dominates across every dimension with a 23-point overall gap, driven by monopolistic control of AI accelerator hardware (Infrastructure: 100 vs. 78) and substantially higher AI revenue contribution (99 vs. 65). Qualcomm's strength lies in edge deployment—its Snapdragon platform reaches billions of devices—but this represents a fundamentally different market (on-device inference) than NVIDIA's cloud-centric dominance, explaining the R&D and revenue disparity.