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Analyst
Melissa Weathers
Period: Reporting periods mapped to calendar 2025 Q1 – 2026 Q3 (7 quarters).
- Questions
- 23on tracked calls
- Challenge rate
- 0%none of 23 questions
- Companies
- 5questioned at least once
- Reporting periods
- 7with questions
These figures cover the whole profile: every tracked question, all reporting periods.
How to read these numbers
Challenge rate is the share of questions that pushed back, pressed for specifics or questioned management’s assumptions. It describes how questions were asked on the calls tracked here; it does not measure whether any view turned out to be right.
Rounding. Rates are rounded to whole percentages, so a small share can show as 0% even when some questions were challenging. The count beside each rate is exact; “none of N questions” means no question was challenging.
No questions recorded. “—” means there is nothing to calculate: no questions were recorded for that period on the calls tracked here. It does not mean there was no activity.
Fewer than 3 questions. A company-level rate is withheld when fewer than 3 questions were recorded for that company; the questions are still counted everywhere else.
Small samples. Profiles with fewer than 10 questions are marked Limited sample.
Reporting periods. Questions are grouped by the calendar quarter each company’s fiscal reporting period maps to, not by the date of the call. Periods without a calendar mapping are listed separately under their fiscal label.
Questions asked
Grouped by company, most questions first. Open a company to read its questions, newest reporting period first.
Showing 23 of 23 questions from 5 companies
QQnity Electronics, Inc.8 questions · 4 reporting periods · 0 of 8 challenging
Calendar 2026 Q2
how you guys are thinking about the long-term growth profile of that business given AI
Show response
Kemp credited advanced packaging, AI PCBs, and thermal, and said acceleration versus Investor Day gives confidence in durable long-term ICS growth.
are you capacity constrained anywhere? And like, how are you thinking about your ability to supply
Show response
Kemp said the local-for-local model and modular expansions since the 2022 peak let Qnity add capacity quickly and be prepared for 2027-2028 growth.
Calendar 2026 Q1
how do we think about your ability to supply at this point? Are there any areas where you may be constrained
Show response
Kemp confirmed capacity investments track customer demand ramps with high-return POR-backed projects. Delaware first line operational, Taiwan fully operational early 2027.
the AI PCB design wins that you talked about, it seems like those PCBs need to be upgraded significantly
Show response
Kemp described AI PCBs as underappreciated, explained finer lines and higher layer counts driving content, R&D pivot in 2023 now paying dividends.
Calendar 2025 Q4
can you just give a little more color on what you're seeing in mainstream nodes, maybe across, I don't know, end markets
Show response
CEO expects mature logic utilization to improve from mid-70s to mid-to-high 70s in 2026, similar recovery pace as 2025. Data center strength and broader industrial economy recovery are the drivers.
which parts of this ICS business, should we be excited for what kind of content increases should we be expecting
Show response
CEO detailed three ICS growth drivers: advanced packaging chemistry for signal integrity, HDI circuit board upgrades, and novel thermal solutions (pads, liquid gap fillers, phase change materials). All three grew 20%+ in 2025.
Calendar 2025 Q3
given those utilization levels, can you give us a preliminary, I don't know, sneak peek
Show response
CEO noted it was too early to quantify 2026 specifics but emphasized 35% advanced node exposure driving above-market growth. Optimistic on mature logic recovery but cautious on NAND.
can you help us size the content opportunity that you guys are seeing
Show response
CEO explained gate-all-around drives more CMP steps and opportunities. HBM transitions create advanced packaging opportunities for metallization, substrates and thermal.
AMATApplied Materials6 questions · 4 reporting periods · 0 of 6 challenging
Calendar 2026 Q2
when we could see some more material spending on that core ICAPS business going forward
Show response
Brice noted 300mm utilizations are in a very healthy range. ICAPS equipment growth expected to return to mid-to-high single digits after digestion period.
just any last couple statements you can make on what that could do to drive innovation
Show response
Gary emphasized EPIC Center will accelerate multi-node R&D visibility and design wins, with 8 partners including TSMC, Samsung, Hynix, Micron and university partnerships.
Calendar 2026 Q1
is there any update to how we should be thinking about days inventory that you guys are comfortable holding on the books
Show response
Brice said inventory days at ~153 should stay fairly tight as rising revenue offsets the preemptive $500M build, signaling confidence in supporting forecasted demand.
can you remind us how to think about your opportunity in a node upgrade scenario versus greenfield capacity adds?
Show response
Brice clarified DRAM is mostly greenfield investment while NAND is mostly conversions/upgrades where AMAT participates less. Gary added HBM's 3-4x wafer start multiplier as a powerful driver.
Calendar 2025 Q3
There's obviously a higher degree of uncertainty around their CapEx outlooks for like the Intels and Samsungs of the world
Show response
Brice declined to discuss specific customers but confirmed Applied updates medium-term forecasts twice per quarter. Acknowledged higher concentration in leading-edge demand creates less diversification than historically.
Calendar 2025 Q2
how do we think about the cyclical piece of DRAM compared to the HBM upside that you're seeing
Show response
Brice noted HBM reaching 16% of DRAM wafer starts, growing at 40%. DRAM is at record or near-record levels, not at a cyclical low. Gary added Applied gained 10 points of DRAM share over a decade with 4F-squared and DDR5 positioning well.
LRCXLam Research5 questions · 4 reporting periods · 0 of 5 challenging
Calendar 2026 Q2
What kind of partnership and visibility are you giving your suppliers to make sure you can bring on capacity
Show response
Described full demand-signal propagation several tiers deep and acknowledged significant expediting work underway.
Is there any way you can help us think about your view of WFE in the context of potential slowing AI spending
Show response
Answered with the undersupply carryover and updated the data center CapEx to WFE conversion ratio upward.
Calendar 2026 Q1
do you ascribe to the view that this memory cycle is -- I won't say the D-word, but there's a change this time around
Show response
Tim highlighted SAM expansion from 3D scaling inflections driving higher etch/dep intensity plus flexible operations to manage cyclical risk, noting outperformance in prior downturns.
Calendar 2025 Q4
So the right interpretation that those applications in the data center have expanded versus what you guys had been thinking?
Show response
Tim confirmed this is a new use case beyond traditional enterprise SSD storage, related to AI inference and TD cache expansion, presenting a longer-term NAND growth opportunity beyond Investor Day projections.
Calendar 2025 Q3
Now that it seems like we're getting a little bit more momentum on the WFE side, have you seen any acceleration in engagements on those new products
Show response
Tim confirmed product engagement acceleration for Acara in DRAM conductor etch wins and Halo in 3D NAND word line applications for ESSD performance.
KLACKLA Corporation3 questions · 2 reporting periods · 0 of 3 challenging
Calendar 2026 Q2
the advanced packaging business, specifically that I think it took up to 1.1 billion this year. The drivers behind that
Show response
Split the answer into market acceleration plus share, and confirmed the R&D burden is modest because it leverages the existing front-end portfolio.
I wanted to ask maybe go back to that DPC side and the Orbitech thesis that you guys have laid out years ago. It seems
Show response
Gave a specific long-term CAGR range while flagging uncertainty over whether HPC creates a structural growth element.
Calendar 2025 Q1
how are you seeing this play out in the current leading edge nodes and maybe future nodes?
Show response
Bren described increasing process control adoption in HVM driven by higher design-start mix complexity, with back-porting to prior nodes when new solutions find yield-impacting issues.
MUMicron Technology, Inc.1 question · 1 reporting period · 0 of 1 challenging
Calendar 2026 Q3
can you help us sort of try to size like how much is coming from bits and how much is coming from pricing?
Show response
Declined to issue a new HBM TAM figure but reaffirmed HBM outgrowing conventional DRAM and significant 2027 pricing gains.
Challenge rate by company
Every company this analyst questioned, most questions first. A company-level rate is shown from 3 questions; below that it is withheld.
| Company | Questions | Challenge rate |
|---|---|---|
| Q Qnity Electronics, Inc. | 8 | 0%none of 8 questions |
| AMAT Applied Materials | 6 | 0%none of 6 questions |
| LRCX Lam Research | 5 | 0%none of 5 questions |
| KLAC KLA Corporation | 3 | 0%none of 3 questions |
| MU Micron Technology, Inc. | 1 | —Rate withheld: fewer than 3 questions |
Activity by reporting period
Questions recorded for each calendar quarter that companies’ reporting periods map to (not the call date), with the challenge rate for that period. Periods inside the range with no questions are shown as “No questions recorded”.
| Calendar period | Questions | Challenge rate | Companies |
|---|---|---|---|
| 2025 Q1 | 1 | 0%none of 1 question | 1 |
| 2025 Q2 | 1 | 0%none of 1 question | 1 |
| 2025 Q3 | 4 | 0%none of 4 questions | 3 |
| 2025 Q4 | 3 | 0%none of 3 questions | 2 |
| 2026 Q1 | 5 | 0%none of 5 questions | 3 |
| 2026 Q2 | 8 | 0%none of 8 questions | 4 |
| 2026 Q3 | 1 | 0%none of 1 question | 1 |
- 2025 Q11 question · challenge rate 0% (none of 1 question) · 1 company
- 2025 Q21 question · challenge rate 0% (none of 1 question) · 1 company
- 2025 Q34 questions · challenge rate 0% (none of 4 questions) · 3 companies
- 2025 Q43 questions · challenge rate 0% (none of 3 questions) · 2 companies
- 2026 Q15 questions · challenge rate 0% (none of 5 questions) · 3 companies
- 2026 Q28 questions · challenge rate 0% (none of 8 questions) · 4 companies
- 2026 Q31 question · challenge rate 0% (none of 1 question) · 1 company
Topics
Topics tagged on this analyst’s questions.
- Demand12
- Innovation & R&D7
- Capex Investment6
- Revenue Growth5
- Cloud & AI5
- Competitive Dynamics4
- Supply Chain4
- Macroeconomic2
- M&A1
- Pricing1
Show all 11 topics
- Inventory1