Big Tech's AI Bets: Record Spending, Mixed Market Reactions

Major technology companies have announced substantial capital expenditure plans focused on artificial intelligence (AI) infrastructure, with recent financial reports revealing a mix of revenue growth and investor reactions.

Amazon's Investment and Cloud Growth

Amazon announced plans to increase capital expenditure from $131.8 billion in 2025 to approximately $200 billion in 2026, with a concentrated focus on its cloud computing division, Amazon Web Services (AWS). The company stated this investment is intended to meet increasing demand for cloud and AI services.

In its latest earnings report, Amazon reported total revenue exceeding $213 billion, surpassing the $211 billion forecast. AWS revenue reached over $35 billion, exceeding the $34 billion estimate and recording a 24% revenue gain for the quarter—its highest growth rate in 13 quarters. AWS achieved a $142 billion annual revenue run rate.

Earnings per share (EPS) were reported at $1.95, below analysts' estimates of $1.97.

Following the announcement of its investment plans, Amazon's stock experienced an approximate 10% decline in pre-market trading and has decreased 10% year-to-date, underperforming the S&P 500's 3% decline over the same period. The increased spending is expected to reduce free cash flow, which had decreased by 69% in 2025.

Broadcom's AI Revenue Growth and Market Reaction

Broadcom reported record second-quarter revenue of $22.19 billion, up 48% year-over-year. AI semiconductor revenue reached $10.8 billion, exceeding the company's own guidance of $10.7 billion and representing a 143% year-over-year increase. Non-GAAP EPS of $2.44 beat the analyst consensus of $2.40.

The company forecasted third-quarter AI semiconductor revenue of $16 billion, approximately $1.2 billion below analyst models. Broadcom reiterated its long-term target of achieving over $100 billion in AI chip revenue by 2027, rather than raising the forecast. CEO Hock Tan stated the company has "line of sight" to this projection and confirmed six hyperscaler customers, including Anthropic, Google, Meta, and OpenAI.

Broadcom shares fell over 13% in after-hours trading following the report. Analysts characterized the market reaction as reflecting a "catalyst gap, not AI demand collapse."

Custom Chip Market Position

Broadcom specializes in application-specific integrated circuits (ASICs) for AI processing. Counterpoint Research projects Broadcom will hold 60% of the ASIC market by the following year. Bloomberg estimates the company could control 60% to 80% of the custom ASIC market, driven by partnerships with multiple technology companies.

For comparison, Nvidia's data center revenue for its corresponding quarter increased by 75% year-over-year, reaching a record $62.3 billion.

Nvidia controls an estimated 81% of the data center chip market. Bloomberg predicts AI-focused ASICs will account for 19% of the $600 billion AI chip market by 2033.

Companies deploying Broadcom's custom processors include:

• Anthropic: Plans to deploy 1 GW of Broadcom's processors in 2026, increasing to over 3 GW in 2027
• OpenAI: Expected to acquire 1 GW of Broadcom's custom chips in 2027
• Meta Platforms: Projected to deploy Broadcom's next-generation custom AI processors in 2027 and beyond

Alphabet's Cloud and AI Business Performance

Alphabet reported fourth-quarter 2025 revenue of $113.8 billion, an 18% year-over-year increase. Full-year revenue exceeded $400 billion for the first time.

Google Cloud, Alphabet's cloud computing division, experienced a 48% year-over-year revenue surge to $17.7 billion in Q4, reaching an annual run rate exceeding $70 billion. The cloud backlog increased by 55% quarter-over-quarter, totaling $240 billion.

Alphabet plans to invest between $175 billion and $185 billion in capital expenditures this year, with a substantial portion allocated to AI compute capacity.

Alphabet operates across multiple AI sectors, including large language models, where its Gemini 3.0 Pro holds the top position on LMArena's Leaderboard. The company also manufactures Tensor Processing Units (TPUs) used by Apple and Anthropic for AI model training, with Meta Platforms reportedly in discussions regarding TPU utilization.

Comparative Valuations Across AI Companies

Following their respective financial reports, the following valuations and growth projections have been reported:

Analysts project Amazon's revenue and EPS to grow at compound annual growth rates of 12% and 18%, respectively, from 2025 to 2028. Broadcom's forward price-to-earnings ratio is 31, with projected revenue growth of 52% for fiscal 2026.

Other AI-Related Companies

Micron Technology is one of three global suppliers of high-bandwidth memory (HBM) and the sole U.S.-based manufacturer. Its forward price-to-earnings ratio is 9.2.

Western Digital reported 27% year-over-year revenue growth in its fiscal 2026 first quarter, with data center demand projected as a primary revenue driver.

Axcelis Technologies, which manufactures ion implantation systems for semiconductor fabrication, is merging with Veeco Instruments in a transaction anticipated to conclude in the second half of 2026. The company trades at a P/E ratio of 22.

Bitfarms, a cryptocurrency miner, is constructing AI data centers with a 2.1-gigawatt project pipeline in North America.