TSMC: September revenue confirms demand strength, not CoWoS capacity release
TSMC reports unaudited September revenue of NT$511.857 billion, up 54.6% year over year; January-September revenue reached NT$3,898.727 billion, up 41.1%.
Supply-chain research brief
Map HBM, CoWoS-class packaging, substrates, bonding, inspection, test, and material constraints behind AI accelerators.
Company announcements
Company disclosures and calendar updates have their own source dates. They do not revalidate every supplier role in this sector.
Market map
AI accelerator output is constrained by a coupled memory-and-packaging system. HBM stacks require advanced DRAM processes and through-silicon-via assembly; logic and memory then need high-density 2.5D or 3D integration, large substrates, fine-pitch bonding, thermal materials, inspection, and final test. A shortage or yield problem in one layer can strand capacity elsewhere.
The directory separates HBM manufacturers, foundry integration, OSAT capacity, assembly equipment, inspection and test, substrates and interposers, and materials. This avoids treating every semiconductor company as equivalent and makes visible diversified suppliers whose current theme revenue may be small but whose process position is difficult to replace.
Scores belong to the Advanced Packaging & HBM membership, not to a generic semiconductor identity. Revenue exposure is left undisclosed unless a company reports it; estimates must be explicitly labeled. The full directory records source maturity, thesis, invalidation risk, and the next evidence needed to distinguish durable scarcity from a cyclical capacity build.
Source-backed research
Versioned notes keep public evidence and member-only interpretation separate while preserving one canonical source.
TSMC reports unaudited September revenue of NT$511.857 billion, up 54.6% year over year; January-September revenue reached NT$3,898.727 billion, up 41.1%.
Micron reported fiscal Q4 2026 revenue of $54.23 billion and full-year revenue of $133.19 billion, alongside $27.37 billion of full-year capital expenditure; its HBM4 36GB 12H product has been in high-volume production since the first quarter of calendar 2026.
SK hynix broke ground on its West Lafayette, Indiana AI-memory fab, combining next-generation HBM production with an advanced-packaging R&D testbed and targeting U.S. customer supply from the second half of 2029.
Research universe
Public preview
Examples are sampled across supply-chain layers; ordering is not a ranking. Each date records the company’s supplier-role review, not a new review of its financials or investment thesis. The sector date above does not mean every company was reviewed together. Scores, thesis, risks and full evidence remain in the Atlas.
MU · NASDAQ
Supply-chain layerHBM memory
Evidence status: Verified · Supplier role reviewed 2026-10-01
AVGO · NASDAQ
Supply-chain layerFoundry 3D Integration
Evidence status: Sourced · Supplier role reviewed 2026-10-25
ASX · NYSE
Supply-chain layerAdvanced packaging and test
Evidence status: Sourced · Supplier role reviewed 2026-08-18
ASM · Euronext Amsterdam
Supply-chain layerBonding Assembly Equipment
Evidence status: Sourced · Supplier role reviewed 2026-10-25
6857 · TSE
Supply-chain layerMemory and system-level test
Evidence status: Verified · Supplier role reviewed 2026-08-18
Full research access
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Questions
HBM bandwidth becomes useful only after memory stacks, logic dies, interposers, substrates, bonding, thermal control, and test are integrated at acceptable yield.
HBM supply, advanced foundry capacity, hybrid or thermo-compression bonding, large substrates, inspection, known-good-die testing, thermal materials, and qualified OSAT capacity can each constrain output.
Only disclosed segment or product data is treated as sourced exposure. Undisclosed theme percentages are omitted or explicitly marked as estimates.