Great News for Nvidia, Micron, Broadcom, and AMD Stock Investors -- Wall Street Made a Mistake

Wall Street's models are running behind hyperscaler spending, and chip stocks are the beneficiaries. Analysts have raised 2026 hyperscaler capex forecasts 50% to $800 billion and lifted 2027 estimates 75% to $1.1 trillion, a sign that prior forecasts materially underestimated AI infrastructure outlays.

That matters for NVDA, MU, AVGO and AMD, all of which currently trade below their highs. The gap between price and prior highs, paired with sharply higher spending estimates, is the setup the article highlights.

Wall Street's implied upside by name:

• ▸MU: 117%
• ▸NVDA: 88%
• ▸AVGO: 58%
• ▸AMD: 26%

MU also screens cheapest on valuation, with a PEG ratio of 0.2. Interpretation: a PEG that low suggests the market is pricing MU's growth at a steep discount relative to the other three, which fits with it carrying the largest projected upside.

The spread in upside is notable. AMD's 26% is roughly a fifth of MU's 117%, implying analysts see far less room in AMD even under the higher spending backdrop. That is our read of the numbers, not a claim made in the source.

The broader point is that estimates have been revised up by large margins twice, for 2026 and 2027. If forecasters keep chasing actual spending, the revisions themselves become a recurring catalyst for the group.