Semiconductor Equipment (WFE) — Market
Updated 6/19/2026
Verified claims and product-axis read for Semiconductor Equipment (WFE). Every fact below is sourced; every product judgment traces back to underlying signals.
Verified facts
- Tokyo Electron's etch revenue grew >25% in FY2024 driven by 3D NAND high-aspect-ratio etch demand. ↗ (financial)
- ASML's NXE:3800E announced in 2023 with 220 wph throughput is the latest commercial Low-NA EUV model. ↗ _(historical_event)_
- Applied Materials' Q4 fiscal 2024 China revenue was ~37% of total, expected to normalize to high-20%s in fiscal 2025. ↗ (financial)
- KLA's process control tools are required for >95% of leading-edge wafer steps; share of inspection capex per fab is ~10-12%. ↗ (other)
- Applied Materials' fiscal 2024 operating margin reached 28.9%, up ~200bps YoY. ↗ (financial)
- Lam Research's installed base exceeded 90,000 chambers globally as of 2024 fiscal year-end. ↗ (other)
- Reddit r/HardwareCorner and r/Semiconductors discussions in 2024 frequently cited ASML lead times of 12-18 months for new EUV systems. ↗ _(community_sentiment)_
- Wafer fab equipment intensity (WFE / fab capex) has risen from ~50% historically to ~70% at leading-edge GAA nodes. ↗ (other)
- ASML's net income for 2024 was approximately €7.6B with EPS of ~€19.3 per share. ↗ (other)
- ASML 2024 unit shipments included 44 EUV (Low-NA) systems and 374 DUV systems. ↗ (other)
Top products (engine read)
KLA metrology / inspection systems — defect inspection + e-beam metrology
Opportunity: Metrology/inspection is the AI-driven leg of WFE — KLA hiring two AI Engineers + multiple Mechanical Design + Apps Dev signals product-line scaling around defect inspection where ML-based image classification is the lever for High-NA EUV defect screening (fact 0f84fb19 anchors ~$110-115B 2025 WFE TAM).
KLA's metrology dominance plus concentrated AI/Apps-Dev hiring is the clearest signal in this dataset that ML-driven inspection is the next layer of differentiation; competition is muted, so the risk is customer capex timing not displacement.
See the Products and Strategy modules for the full product list and forward-looking judgment.