Quality Momentum

QM · rank #10 · 2026-09-04

ASX

NYSE · $96.54B (USD)

SignalHold
verdict · CAUTION

The exact numbers the algorithm saw.

Factor scores and the inputs behind this pick.
Momentum 12-1
Return from 12 months ago to 1 month ago.
+278.01%
ROE TTM
Return on equity, trailing 12 months.
+17.0%
Profit margin
Net profit margin, trailing 12 months.
+8.6%
Market cap (USD)
Size filter: > $500M required.
$96.54B
Anchor (recent)
Close on 2026-08-05
$36.78
Anchor (far)
Close on 2025-08-05
$9.73

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

ASE Industrial Holding (ASX) is the world's largest outsourced semiconductor assembly and testing provider, with a rapidly growing advanced packaging business serving AI and HPC chip designers.

Rationale

The momentum signal (2.78) is grounded in fundamental acceleration — Q2 2026 net income nearly tripled YoY, monthly revenues growing 19–43% YoY, and a clear LEAP capacity roadmap targeting $3.5B+ in advanced packaging revenue — making this a quality-driven momentum story rather than pure sentiment rotation.

Material risks

  • 1Major customers (e.g., Nvidia, AMD) and leading foundries expanding in-house advanced packaging capability could erode ASE's share of the highest-margin AI packaging work, directly undermining the mix-shift thesis that justifies premium ROE.
  • 2Taiwan-China geopolitical escalation or semiconductor export controls could disrupt cross-border supply chains and dampen AI-related packaging demand precisely when ASE is committing heavy capex to expand Kaohsiung capacity.

AI verdict council

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

OpenAI
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Claude
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Gemini
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