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NVIDIA (NVDA) dominates every portfolio conversation, but semiconductor cycles are predictable — and the peak crowding at peak valuations is the warning signal.
Microsoft (MSFT) runs a $37B AI revenue stream at 45.6% operating margins, where contractual backlogs and proven scaling math beat chip-dependent growth narratives.
Meta (META) operates at 41.4% margins with 33.1% revenue growth, collecting recurring rent on AI workloads regardless of underlying silicon — the real structural advantage.
The analyst who called NVIDIA in 2010 just named his top 10 stocks and Google wasn't one of them. Get them here FREE.
NVIDIA (NASDAQ:NVDA) is the stock dominating every retirement account discussion, every cable hit, and every chart on Twitter, and the multi-year run is precisely why. The more important signal sits elsewhere.
Semiconductor revenue is cyclical. Always has been. The Bureau of Economic Analysis already shows the math: manufacturing's share of GDP fell from 9.7% in Q4 2024 to 9.4% in Q4 2025, with growth swinging from -2.6% in Q1 2025 to +3.2% in Q3 and back to 0.3% in Q4. The information sector, by contrast, held a steady 5.4% to 5.6% of GDP all year. Chips are the picks and shovels. Software and cloud are the mine. Owning the picks at peak demand, peak multiple, and peak crowding is a textbook setup for multiple compression. The retirement-focused investor has seen this movie before.
The layer above the silicon, the hyperscalers and software platforms collecting rent on every AI workload regardless of which chip wins, is where the durable economics sit.
Point one: the backlogs are enormous and contractual. Alphabet (NASDAQ:GOOG) reported Google Cloud backlog of over $460 billion, nearly doubling quarter-on-quarter. Microsoft (NASDAQ:MSFT) carried commercial remaining performance obligations of $627 billion. Salesforce (NYSE:CRM) sits on total RPO of $72.40 billion, and ServiceNow shows cRPO of $12.85 billion, up 25% year-over-year. That is contracted, recurring revenue, a structural advantage chip order books lack.
Point two: the margins are already proven. Alphabet runs at a 32.1% operating margin with 35.7% return on equity. Microsoft sits at a 45.6% operating margin. Meta Platforms (NASDAQ:META) operates at 41.4%. Amazon just printed an AWS operating margin of 37.7% while AWS grew 28%, its fastest in 15 quarters. These are software economics that expand with scale.
Point three: the valuations sit well below the chip cohort. Alphabet trades at a P/E of roughly 16, cheaper than the S&P 500, despite Q1 FY26 revenue growth of 21.8% year-over-year, Google Cloud growth of 63%, and EPS of $5.11 against a $2.63 consensus. Meta sits at roughly 22, Salesforce at 20, and Microsoft, the priciest of the group, at 30. Microsoft's AI business alone now runs at a $37 billion annual run rate, up 123% year-over-year. Satya Nadella put the figure plainly on the call: "Our AI business surpassed an annual revenue run rate of $37 billion, up 123% year-over-year."
Salesforce's Agentforce ARR hit $800 million, up 169% year-over-year, across 29,000 deals. ServiceNow's Now Assist net new ACV more than doubled year-over-year, with FY26 subscription revenue guided to $15.53 billion to $15.57 billion. Meta added to the case with Q1 FY26 revenue of $56.31 billion, up 33.1% year-over-year, and Amazon's chip business is already at a $20 billion run rate growing triple digits. This is what monetization looks like, with cash flowing through to shareholders rather than into next year's capex line on a wafer fab.
The investable signal is up the stack: the names that collect recurring revenue every month, in every economy, regardless of which silicon wins.
This analyst's 2025 picks are up 106% on average. He just named his top 10 stocks to buy in 2026. Get them here FREE.