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Analyst
Ruben Roy
Period: Reporting periods mapped to calendar 2024 Q3 – 2026 Q3 (9 quarters).
- Questions
- 49on tracked calls
- Challenge rate
- 8%4 of 49 questions
- Companies
- 9questioned at least once
- Reporting periods
- 9with 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 49 of 49 questions from 9 companies
CIENCiena Corporation13 questions · 7 reporting periods · 0 of 13 challenging
Calendar 2026 Q3
If you could just walk us through sort of the mechanics around operating expense as you look out in the fiscal 2027
Show response
Marc said this year's opex includes one-time variable comp being reinvested, plus added investment in line systems and interconnects for fiscal 2027.
Can you is that a bespoke arrangement with 1 customer? Are you productizing this consumption model as you go forward?
Show response
Scott said the alternative consumption model is bespoke to individual customers, with 2 examples today, and is custom-developed rather than productized.
Calendar 2026 Q2
can you help us understand the deployment pace, especially sort of how I think about sort of co-development
Show response
Gary expects multi-rail to start in '27 and ramp linearly across multiple hyperscalers and large service providers; Marc noted $0 Hyper-Rail revenue until later this year.
Calendar 2025 Q4
Are the discussions that you're having in the wins with the new hyperscalers similar?
Show response
Gary confirmed each of the three hyperscaler scale across wins is hundreds of millions. Different business models drive different architectures but all need training backbones. Initial hyperscaler expanding to more sites.
How much of that is in the new guidance versus just continued sort of growth across, you know, the existing relationships that you have?
Show response
Mark confirmed all new opportunities are included in the $5.7-6.1B FY2026 guide. In and around data center revenue tripling from low single digits percent of revenue in FY2025 to low double digits in FY2026.
Calendar 2025 Q3
Is that something that you folks might be looking to potentially divest or just no more investment and just kind of run rate that out
Show response
Gary confirmed no divestiture planned, just ceasing future 25G/100G PON development. Existing broadband products will continue to be sold and supported. PON technology remains relevant for DCOM.
this term scale across is popping up more and with NVIDIA talking about a dedicated switch for scale across
Show response
Scott explained the first GPU cluster win required performance optics (800G WL6 Nano) not Coherent Lite due to distances. Coherent Lite revenue still expected from FY2027. Both are on the menu.
Calendar 2025 Q2
opportunities longer term and, you know, any detail on use cases that you're talking to your customers about and, you know, how you're thinking about that in terms of growth
Show response
Gary positioned Blue Planet's inventory confederation as a critical prerequisite for AGENTIC AI in service provider networks. Strong relationships and architecture for future AI-driven management.
it seems to me, you know, from the prepared remarks and what you just said, you know, that you're uniquely positioned given that you have both aligned systems and the pluggables
Show response
Scott confirmed Ciena's combined line system and pluggable portfolio positions them for outsized early share, though market will eventually support multiple vendors.
Calendar 2025 Q1
wondering if you have some updated thoughts for us on, the Huawei potential for Huawei replacement across various geographies now that inventories have normalized
Show response
Gary confirmed Europe remains the primary Huawei replacement opportunity, a multi-year tailwind. Ciena is winning more than its fair share of these deals.
CPO an opportunity, a threat or neutral?
Show response
Scott positioned CPO as repackaging of IMDD technology for scale, not a threat to coherent. Ciena sees opportunity to play both sides: coherent inside data centers and component IP for IMDD scale problems.
Calendar 2024 Q4
Are you seeing, you know, kind of competitive modules, you know, becoming, I guess, more prevalent, you know, in the bake box, or is that not the case?
Show response
Scott differentiated by segment: core long-haul DCI remains dominant, and Ciena is winning early competitive bids for metro DCI with 800G plugs. Share gains continuing.
Wondering if you're thinking about DSPs in, you know, kind of more standard DCI, ZR, inside coherent DSPs as an opportunity, you know, over the near to medium term
Show response
Scott explained customers currently prefer finished goods (systems or plugs) over disaggregated components. Component consumption pattern is expected to grow as coherent enters data centers.
CDNSCadence Design Systems7 questions · 7 reporting periods · 1 of 7 challenging
Calendar 2026 Q2
I was looking at the implied operating margin near 43% and expenses— R&D expenses up probably 19% year over year
Show response
Wall described systems and integration investment and prudence in expense expectations but did not split core versus acquired spend.
Calendar 2026 Q1
how are you thinking about the operating model relative to operating margin as you get over $6 billion in revenue
Show response
Wall said organic incremental margins now closer to 60%. Hexagon follows BETA integration pattern, dilutive in year 1, improving profitability within 12-18 months.
Calendar 2025 Q4
How should investors think about your strategy? Is it sort of a neutral strategy and you'll work with accelerated compute providers
Show response
Anirudh said Cadence builds core physics solvers, works with accelerated compute (NVIDIA GPU porting for years). Omniverse is a deployment platform that runs Cadence tools. Neutral strategy focused on building the best engineering software.
Calendar 2025 Q3
I had a quick question, I hope on a comment you made during your prepared remarks about collaborating with a customer on next-generation agentic AI solutions
Show response
Anirudh described JedAI platform with standardized and customer-specific components. On-prem and cloud deployment. RTL development and verification plan generation are key areas. Optimistic agentic AI can automate remaining manual design workflow.
Calendar 2025 Q2
IP was up, I think, 30% last year, 40% last quarter, another 25% this quarter
Show response
Anirudh cited chiplet architectures, multiple advanced foundries, improved portfolio with Rambus HBM4 and others. Expects IP to grow faster than Cadence average long-term.
Calendar 2025 Q1
these, I'd say, accelerated pace of recent tuck-ins on the IP side. It sounds like they are opportunistic rather than customer-driven
Show response
Anirudh said both customer demand and opportunities drive IP acquisitions. At least four major foundries at advanced nodes. Expects IP to grow better than Cadence average.
Calendar 2024 Q4
just around the Entity List, wondering if there had been any changes. It seemed like there were additions to the Entity List kind of going into the end-of-the year
Show response
John Wall attributed flat China assumption to general prudence rather than specific Entity List changes.
COHRCoherent, Inc.7 questions · 4 reporting periods · 0 of 7 challenging
Calendar 2026 Q1
Are those ramps tied to NVIDIA specifically? Or are there other customers contributing to those initial scale-out CPO
Show response
Anderson confirmed NVIDIA as lead CPO customer but expects multiple other customers to follow, with engagement across a wide set of accounts.
How are you thinking about allocating capacity across some of these sort of, let's call them, newer growth areas
Show response
Anderson confirmed capacity allocated to maximize margin dollars, and multi-rail has higher gross margin structure with high-margin components relying on indium phosphide.
Calendar 2025 Q4
what are the margin implications as you approach 40% gross margins here on the modules themselves?
Show response
Jim confirmed 1.6T ASPs higher than 800G with higher gross margins especially early in lifecycle. Views 1.6T ramp as margin accretive. 6-inch InP also a gross margin driver for both 800G and 1.6T.
how are you thinking about content CPO relative to the strength you're seeing currently with 800 gig and the nascent 1.6 terabit module strength?
Show response
Jim views CPO as additive, not cannibalistic. Pluggables remain dominant in scale-across and scale-out through the decade. CPO big growth driven by scale-up, which is all incremental TAM since 100% electrical today.
Calendar 2025 Q3
Should we think about those as being sort of the initial applications? Are you starting to see a broadening today of some of the other applications
Show response
Jim confirmed initial adoption in redundancy and spine switch applications. Surprised by broadening applications including OCS in scale-up networks and DCI networks, suggesting TAM significantly larger than initially expected.
Calendar 2024 Q3
I'm wondering if that's an area that you could maybe accelerate, and if so, how are you thinking about sort of build versus buy
Show response
Jim outlined philosophy of insourcing only where genuine differentiation exists, leveraging ecosystem otherwise, applying same logic to supply chain verticalization.
Was that mostly driven by DCI or were some of the traditional telecom products also a little bit better than you had thought?
Show response
Jim confirmed both DCI and traditional telecom transport showed improvement, but maintained cautious stance pending a couple more quarters of recovery.
LITELumentum Holdings Inc.5 questions · 3 reporting periods · 0 of 5 challenging
Calendar 2026 Q2
Can you talk a little bit about where you are in the Rose Orchard ramp and what exit capacity looks like.
Show response
Michael described mostly 3-year, largely take-or-pay agreements with pricing levers, and pegged pump-laser share at roughly 70-80%.
Calendar 2025 Q4
Is that still sort of relegated to a single customer? And just sort of momentum at that customer? Are you seeing a broadening of orders from multiple customers
Show response
Michael confirmed three customers contributing to the $400M+ backlog. Run rate entering 2027 well above the previously outlined $100M exit. Wupen detailed four dominant applications: spine replacement, scale-across, optical scale-up, and network protection/redundancy, all seen across customers to varying degrees.
Has anything changed with the way you guys are thinking about 800 gig versus 1.6 terabit module mix this year
Show response
Michael confirmed both 800G and 1.6T doing better than expected. 1.6T accelerating faster with customers pushing for earlier deliveries. Wupen noted higher market share in 1.6T due to improved development execution, creating stronger growth trend even as 800G continues.
Calendar 2024 Q4
Could you give us any more details on what it is that's short? Is it related to transceiver specifically
Show response
Alan clarified constraints are in telecom components (hermetic packages), not transceivers. Suppliers shuttered capacity during downturn and can't ramp fast enough. Impact in both March and June quarters.
I would assume there's demand for those lasers in 800 gig transceivers as well as obviously 1.6
Show response
Alan confirmed 200G EMLs designed for both 800G and 1.6T, plus sampling differential 200G EMLs with positive feedback. Also developing high-power CW lasers for silicon photonics market.
JBLJabil4 questions · 2 reporting periods · 2 of 4 challenging
Calendar 2026 Q2
FY 2027 is being framed above 6%, can you help us reconcile that?
Show response
Greg attributed the gap to Q4 seasonality being the highest-margin quarter and reaffirmed 6%+ for next year without specifics.
A multi-gigawatt build sounds pretty capital intensive, yet you're committed to sort of the 1.5%-2% CapEx.
Show response
Mike reiterated the asset-light model but declined to detail structure given no definitive framework with Adani yet.
Calendar 2025 Q4
Does this help you, do you think, in terms of content per rack and gaining more server rack business by having this
Show response
Mikros acquisition described as game changer, acquired design and engineering team for chip-to-infrastructure liquid cooling technology. Hanley adds deployment, installation and maintenance services for switchgear and power distribution. Together enables vertical integration from manufacturing to deployment.
Is there any change to I guess, on your sort of thinking around overall spend in the capital equipment market relative to 90 days ago
Show response
ATE continues to outperform driven by DRAM stacking and high-bandwidth memory demand. WFE showing signs of improvement from AI compute expansion and NAND upgrades, not yet in guidance but represents potential upside.
SNPSSynopsys4 questions · 3 reporting periods · 1 of 4 challenging
Calendar 2025 Q4
I'm wondering if you could talk about the mix there and if the headwinds that you're, you know, sort of seeing in the pragmatism is across, you know, the mix
Show response
CEO differentiated: ANSYS China performing well (broader unrestricted market) while Synopsys Classic declining due to IP and advanced EDA restrictions. EDA share loss only to local alternatives for restricted customers. FY26 guide assumes environment stays same.
Calendar 2025 Q3
just walking through the three challenges around the IT business. Just kind of thinking through export restrictions and design starts in China and then the foundry customer versus the roadmap
Show response
CEO detailed all three factors: BIS impact exceeded 6-week restriction period, foundry customer investment not yielding returns, and roadmap resource decisions redirected. Merged two engineering teams to address scaling.
the operating margin is gonna net out to a little less than 36% for Q4. And just wondering if you can comment on kind of the decline in operating margins
Show response
CFO attributed margin decline to IP revenue shortfall in a resource-intensive business. ANSYS actually came with higher operating margin. Long-term mid-40s commitment unchanged.
Calendar 2024 Q4
is that something that changes your business model in any direction, or inflection in some sort of way?
Show response
CEO explained customers can burst EDA workloads to cloud, which provides a good burn rate on software as bursting means more usage and monetization.
Show 3 more companies
SWKSSkyworks Solutions4 questions · 2 reporting periods · 0 of 4 challenging
Calendar 2026 Q2
There is a little bit of deceleration. Is there a way to think about, you know, sort of what you’re shipping against
Show response
Confirmed demand acceleration and board-wide tightness but declined to size the demand-supply gap or name constrained components.
I understand sort of the commentary on memory pricing and Skyworks Solutions Inc. Is not a buyer of memory
Show response
Explained that prices are fixed at down-selection with no in-cycle renegotiation, so rising input costs hit gross margin directly.
Calendar 2024 Q3
can you uh, tell us about the impairment charge during the quarter? And was that was your related to and then, finally on CapEx
Show response
Impairment from Silicon Labs acquisition in-process R&D revaluation. Business still valued for technology and customers. CapEx at ~3% of revenue in FY24, expected mid-single-digits going forward.
how are you thinking about AI impact if any, on the Edge IoT business. You've talked a lot about the smartphone side of it
Show response
Liam listed IoT design wins (Google, Samsung, Mercedes, Netgear, Ambient Networks, Motorola) but did not quantify AI-specific Edge IoT revenue opportunity.
QBTSD-Wave Quantum Inc.3 questions · 3 reporting periods · 0 of 3 challenging
Calendar 2026 Q1
If you can give us a rough idea on the split between initial installation versus sort of multiyear service and additional components to that sale?
Show response
Markovich confirmed the RPO includes FAU but declined to break out the revenue-recognition elements of the system sale.
Calendar 2025 Q4
are there opportunities in your view to combine annealing and gate-model quantum computing?
Show response
Baratz said annealing customers are asking about gate-model use cases, and early digital-control work in annealing is scientifically interesting but not yet commercial.
Calendar 2025 Q2
has your philosophy on the timing of when D-Wave might think about bringing a gate model to market changed?
Show response
Baratz said the gate-model timeline is unchanged (still years out) but the focus is de-risking the path via R&D and possible acquisitions.
FLEXFlex Ltd.2 questions · 1 reporting period · 0 of 2 challenging
Calendar 2026 Q2
Are you seeing share gains in advanced networking versus just broader market growth
Show response
Hartung answered both halves: demand growth plus share gains, and tied FY2028 durability to AI infrastructure spending.
can you give us an update on sort of installed capacity against sort of the large second half ramp?
Show response
Revathi gave qualitative reassurance and reaffirmed the 70% or better full-year CPI guide, but supplied none of the percentage or qualification detail asked for.
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 |
|---|---|---|
| CIEN Ciena Corporation | 13 | 0%none of 13 questions |
| CDNS Cadence Design Systems | 7 | 14%1 of 7 questions |
| COHR Coherent, Inc. | 7 | 0%none of 7 questions |
| LITE Lumentum Holdings Inc. | 5 | 0%none of 5 questions |
| JBL Jabil | 4 | 50%2 of 4 questions |
| SNPS Synopsys | 4 | 25%1 of 4 questions |
| SWKS Skyworks Solutions | 4 | 0%none of 4 questions |
| QBTS D-Wave Quantum Inc. | 3 | 0%none of 3 questions |
| FLEX Flex Ltd. | 2 | —Rate withheld: fewer than 3 questions |
- CIENCiena Corporation · 13 questions0%none of 13 questions
- CDNSCadence Design Systems · 7 questions14%1 of 7 questions
- COHRCoherent, Inc. · 7 questions0%none of 7 questions
- LITELumentum Holdings Inc. · 5 questions0%none of 5 questions
- JBLJabil · 4 questions50%2 of 4 questions
- SNPSSynopsys · 4 questions25%1 of 4 questions
- SWKSSkyworks Solutions · 4 questions0%none of 4 questions
- QBTSD-Wave Quantum Inc. · 3 questions0%none of 3 questions
- FLEXFlex Ltd. · 2 questions—rate withheld: under 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 |
|---|---|---|---|
| 2024 Q3 | 4 | 0%none of 4 questions | 2 |
| 2024 Q4 | 6 | 0%none of 6 questions | 4 |
| 2025 Q1 | 3 | 0%none of 3 questions | 2 |
| 2025 Q2 | 4 | 0%none of 4 questions | 3 |
| 2025 Q3 | 6 | 17%1 of 6 questions | 4 |
| 2025 Q4 | 11 | 0%none of 11 questions | 7 |
| 2026 Q1 | 4 | 0%none of 4 questions | 3 |
| 2026 Q2 | 9 | 33%3 of 9 questions | 6 |
| 2026 Q3 | 2 | 0%none of 2 questions | 1 |
- 2024 Q34 questions · challenge rate 0% (none of 4 questions) · 2 companies
- 2024 Q46 questions · challenge rate 0% (none of 6 questions) · 4 companies
- 2025 Q13 questions · challenge rate 0% (none of 3 questions) · 2 companies
- 2025 Q24 questions · challenge rate 0% (none of 4 questions) · 3 companies
- 2025 Q36 questions · challenge rate 17% (1 of 6 questions) · 4 companies
- 2025 Q411 questions · challenge rate 0% (none of 11 questions) · 7 companies
- 2026 Q14 questions · challenge rate 0% (none of 4 questions) · 3 companies
- 2026 Q29 questions · challenge rate 33% (3 of 9 questions) · 6 companies
- 2026 Q32 questions · challenge rate 0% (none of 2 questions) · 1 company
Topics
Topics tagged on this analyst’s questions.
- Cloud & AI16
- Competitive Dynamics12
- Innovation & R&D11
- Revenue Growth10
- Demand8
- Margin8
- Product Launch8
- Capex Investment7
- M&A7
- Supply Chain4
Show all 17 topics
- Pricing4
- Regulation Policy3
- Guidance Reliability2
- Cost Pressure2
- Capital Allocation1
- Geographic Expansion1
- Trade Tariffs1