← Bottleneck Solvers

BN · rank #4 · 2026-10-21

ASM

AMSTERDAM · EUR · $40.54B (USD)

SignalStrong Buy8.6strength 8.6 / 10
verdict · PROCEED

The exact numbers the algorithm saw.

Bottleneck themes
The structural shortage this name supplies into.
AI chip equipment bottleneck
Factor scores and the inputs behind this pick.
Composite score
Z-score blend of the factors below; drives the rank.
0.90
Forward revenue growth
Consensus forward revenue growth.
+30.4%
Forward net margin
Consensus forward net margin.
+33.0%
Net margin TTM
Trailing twelve month net margin.
+31.9%
Margin expansion
Forward minus trailing net margin (percentage points).
+1.1%
Forward PEG
Forward P/E to growth. Below 1 is cheap for the growth.
1.25
Debt / FCF
Net debt relative to free cash flow. Lower is safer.
0.10×
Analyst upside
Spread between the consensus 12m target and the current price.
+55.2%
Last EPS surprise
Most recent reported EPS versus consensus.
+5%
Market cap (USD)$40.54B

The AI research card

Independent qualitative review of each pick before the order is placed. On the rare day the research service is unavailable, the paper book trades on the quant ranking alone and no card appears here.

Summary

ASM International NV manufactures atomic-layer deposition (ALD), epitaxy, and single-wafer CVD equipment essential for advanced logic, DRAM/HBM memory, and packaging nodes.

Rationale

The quant model signal is validated by ASM's >55% market share in single-wafer ALD, directly solving key production bottlenecks in the transition to gate-all-around (GAA), 1.4nm logic, and high-bandwidth memory (HBM).

Material risks

  • 1Geopolitical export regulations on shipments to China could curtail order volumes, cause customer pull-forward reversals, or restrict operational visibility.
  • 2Technological displacement of ALD/epitaxy step counts or market share erosion to competitors Applied Materials and Lam Research as advanced node processes mature.

AI verdict council

Each pick is reviewed independently by 3 models before any order. 2 of 3 voted to proceed.

OpenAI
Proceed
Claude
Caution
Gemini
Proceed