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The AI Guidance Bar Just Got Higher

Beating your numbers used to be enough. Not anymore.

Broadcom (AVGO) reported Q2 fiscal 2026 results after Tuesday’s close. Revenue came in at $22.19 billion, up 48% year-over-year. Adjusted EPS of $2.44 beat the $2.40 consensus estimate. By almost any traditional measure, that is a solid quarter. And yet the stock plunged more than 12% in early premarket trading Wednesday morning.

The reason had nothing to do with what Broadcom delivered. It had everything to do with what CEO Hock Tan refused to say.

What Actually Happened

Investors went into this report expecting Tan to raise the company’s long-range AI chip sales target. He did not. Instead, he held the existing $100 billion AI revenue forecast for fiscal 2027 exactly where it was when it was first introduced in March 2026. No upward revision. The target stayed flat even as global technology firms are expected to collectively spend at least $630 billion on AI infrastructure this year alone.

That is the new math on Wall Street right now. Beating current-quarter numbers is baseline. What hyper-growth investors are actually pricing is the trajectory of long-range AI forecasts. When that trajectory stalls, even briefly, capital moves fast.

Slight tangent, but worth noting: Broadcom also guided Q3 AI semiconductor revenue to $16 billion, a year-over-year increase of over 200%. That missed the consensus analyst estimate of roughly $17.2 billion by about 7%. On top of the unchanged long-term target, that gap was enough to confirm the selloff.

Where SMCI Gets Caught

Super Micro Computer (SMCI) has no direct role in this guidance story. The company assembles AI servers, not the chips inside them. But that distinction rarely matters during a sector-wide capital rotation.

SMCI shares fell in premarket trading Thursday, caught in the broader liquidation sweeping the AI hardware ecosystem after Broadcom’s report. The company carries its own set of fundamental complications. Fiscal year 2025 revenue came in at $21.97 billion, up nearly 47% year-over-year. Earnings, however, fell 9% to $1.05 billion. Gross margins have been under persistent pressure, and the company is navigating an active U.S. Department of Justice export-control investigation involving former employees, multiple securities fraud lawsuits tied to alleged illegal server exports to China, and adverse audit opinions on internal controls for fiscal 2024 and 2025.

Management has raised full-year FY2026 revenue guidance to at least $38.9 billion, implying roughly 82% year-over-year growth. The backlog is real. The AI GPU platform demand is real. But the market is not trading SMCI on revenue growth right now.

The Cheap Investor Take

Here is what matters: the AI hardware trade has shifted from a revenue-growth story to a guidance-premium story. The market is no longer asking whether demand is strong. It is asking whether demand is accelerating faster than expected. Those are two very different questions, and the second one has a much shorter tolerance for disappointment.

For SMCI specifically, the fundamental picture is a genuine mix. AI GPU platforms made up over 80% of revenue in the most recent quarter. The backlog extends well into 2027. But analyst consensus sits at Hold, the average 12-month price target implies downside from current levels, and the legal overhang is not going away quickly.

The premarket weakness may look like an entry point. It might be. But the guidance bar is now higher across the entire sector, and SMCI does not yet have the clean compliance record or margin structure to trade as a premium AI name.

Watch the next guidance revision. That is the only thing that will change this conversation.

Cheap Investor Scorecard – SMCI

• FY2025 revenue: $21.97B (+47% YoY) – growth intact
• FY2025 earnings: $1.05B (-9% YoY) – margin pressure confirmed
• FY2026 revenue guidance: $38.9B–$40.4B – bullish if delivered
• AI GPU platform share: over 80% of quarterly revenue
• Analyst consensus: Hold (18 analysts, avg. target implies downside)
• DOJ export-control investigation: active, former employees named
• Audit opinion on internal controls: adverse for FY2024 and FY2025
• Gross margin trajectory: declining, needs reversal to change sentiment
• Sector catalyst watch: next Broadcom guidance revision
• Risk posture: high – do not size aggressively until compliance picture clears