AI Compute · The full-stack incumbent. CUDA owns the trade.

$NVDA NVIDIA

NVIDIA designs the GPUs that train and serve nearly every frontier AI model in production. The Hopper and Blackwell generations turned NVIDIA into the highest-revenue semiconductor company in history. CUDA, the software layer most ML engineers build on top of, gives the company a software moat that's harder to compete with than the silicon itself. NVIDIA's risk is mature-multiple compression, not lost share.