Amazon, Microsoft, and Alphabet (Google) are projected to be the top three largest AI infrastructure spenders in 2026, with Amazon leading at approximately $200 billion, Microsoft at $190 billion, and Alphabet between $175-205 billion, primarily for AI data centers and custom chips.