NVIDIA remains the undisputed leader in AI accelerators, holding 85-90% market share, with its Blackwell platform (B200, GB200 NVL72) currently in high demand and the next-gen Vera Rubin architecture (3nm, HBM4, 336 billion transistors) unveiled at GTC 2026, promising 10x inference token generation cost reduction.