Semiconductor Underdogs Veeco and Axcelis Set to Outrun AI Hype as Chip Cycle Turns

In a market obsessed with the next big thing in AI, it’s easy to forget that the real money is made in the picks and shovels. While Nvidia and its megacap ilk hog the headlines, the real action is brewing in the semiconductor equipment space, and not where you think. Veeco and Axcelis, the perennial underdogs, are quietly setting up for a run that could leave the AI darlings in the dust.

Let’s get the scoreboard straight. The Technology Select Sector SPDR Fund (XLK) is flat at $129.89, a picture of tranquility that belies the churn beneath the surface. The AI narrative is everywhere, but the multiples are stretched, and the easy money has been made. Meanwhile, Veeco and Axcelis have lagged their larger peers, trading at single-digit forward P/Es while the rest of the sector is priced for perfection. According to MarketWatch (2026-03-28), these two are the rare chip stocks that haven’t already baked in a decade of AI-driven growth.

The facts are stubborn. The chip cycle is turning, and the market is rotating out of the obvious plays. Q1 saw a sharp narrative shift, from AI euphoria to SaaS multiple compression to geopolitical shocks. The result: volatility, depressed sentiment, and a market desperate for new leadership. Veeco and Axcelis are positioned to benefit from the next phase of the cycle: the capex catch-up. As foundries scramble to build out capacity for the next wave of AI chips, demand for equipment is set to surge. These companies are the arms dealers in a digital arms race.

The macro context is compelling. Semiconductor equipment spending is projected to rise 12% in 2026, according to SEMI. The US CHIPS Act is still funneling billions into domestic fabs, and the supply chain bottlenecks of 2021-2023 have left foundries wary of underinvesting. Meanwhile, the AI gold rush is driving demand for advanced packaging, wafer processing, and specialty tools, Veeco and Axcelis’ bread and butter. The market is missing the forest for the trees. While everyone is chasing the next Nvidia, the smart money is quietly accumulating the enablers.

Historically, semiconductor equipment stocks outperform late in the chip cycle as capex ramps. In 2016 and 2020, the sector delivered 2x the returns of chipmakers in the 12 months following a cycle trough. The setup is similar now: inventory is lean, lead times are normalizing, and the next wave of capex is just beginning. The risk-reward is asymmetric. If the AI buildout continues, Veeco and Axcelis are leveraged to the upside. If the cycle turns, their downside is limited by already depressed valuations.

The market is skeptical, but the numbers don’t lie. Veeco trades at 9x forward earnings, Axcelis at 11x, well below the sector median of 18x. Both have clean balance sheets, positive free cash flow, and exposure to high-growth niches like power semis and advanced packaging. The sell side is asleep at the wheel, with consensus price targets 20% below historical averages. This is classic underdog territory.

Strykr Watch

Technically, XLK is rangebound at $129.89, with support at $127 and resistance at $132. Veeco and Axcelis are coiling near multi-month lows, with RSI in the mid-40s and MACD turning up. Watch for volume spikes and relative strength versus the sector ETF. A breakout above recent highs could trigger a wave of momentum buying, especially if earnings guidance beats the low bar set by analysts.

The risk is that the AI narrative fades, or that foundry capex disappoints. But the technicals suggest accumulation, not distribution. The smart money is sniffing out value, and the setup is ripe for a rotation. Keep an eye on short interest and options flow, both are elevated, setting the stage for a squeeze if the cycle turns.

The bear case is that the chip cycle rolls over, or that macro shocks derail the recovery. But with inventories lean and demand for specialty equipment rising, the odds favor a rebound. The sector has a history of violent mean reversion, and the underdogs are overdue for their day in the sun.

For traders, the opportunity is in buying weakness and selling strength. Accumulate Veeco and Axcelis on dips, with stops below recent lows and targets 25-30% higher. Pair trades against overvalued AI names can hedge beta. The risk-reward is skewed, and the market is asleep at the switch.

Strykr Take

Forget the AI headline grabbers. The real alpha is in the enablers, not the stars. Veeco and Axcelis are set up for a breakout as the chip cycle turns. This is the kind of asymmetric setup that prop traders dream about. Don’t miss it.

Date published: 2026-03-29 01:15 UTC