Amazon, Microsoft, and Alphabet plan to spend around $725 billion on AI infrastructure in 2026, marking a 77% leap from their 2025 estimates. This surge highlights the relentless hunger for data centers, servers, and crucially, chips powering AI advancements.
Amazon is leading with a massive $200 billion capex forecast, followed closely by Microsoft’s $190 billion. Alphabet is chasing them with a raised range of $175 billion to $205 billion, adjusting upward as recently as July 2026. Meta contributes another hefty chunk, estimating $115 billion to $135 billion in spending.
These tech giants are locking in commitments for future monetization for example, Amazon’s AWS capital expenditure largely covers contracts through 2027 and 2028. Alphabet’s bet on AI is underscored by its 82% growth in Google Cloud revenue and a $5.9 billion cash burn in Q2 2026, prompting a $15 billion increase in its capex outlook.
The pressure on the chip supply chain is mounting. Amazon’s custom Trainium chips already represent over $225 billion in commitments, while Alphabet continues investing heavily in its TPU (Tensor Processing Unit) architecture. Analysts expect these spending trends to push hyperscaler capex close to the trillion-dollar mark within the next five years.
This escalating demand impacts more than just AI and cloud markets. Crypto miners, reliant on GPUs and similar hardware, face tightening supply and rising prices as these hyperscalers hoard chips for their colossal data center projects. Keeping an eye on these numbers is key for anyone involved in crypto-adjacent hardware investments.
Material is for informational purposes only and does not constitute financial advice.
