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Analyst
Will Qi
Period: Reporting periods mapped to calendar 2025 Q2 – 2026 Q2 (5 quarters; questions recorded in 4).
- Questions
- 7on tracked calls
- Challenge rate
- 0%none of 7 questionsLimited sample
- Companies
- 3questioned at least once
- Reporting periods
- 4with 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 7 of 7 questions from 3 companies
CMECME Group4 questions · 4 reporting periods · 0 of 4 challenging
Calendar 2026 Q2
have you seen that as a meaningful demand driver for CME's data solutions?
Show response
Julie described it as early days, emphasizing protecting IP while adapting policies to how data will be consumed in the future.
Calendar 2026 Q1
How much of a contributor is that license change to the market data and information services growth
Show response
Julie Winkler clarified the end-of-day data licensing change is additive but not a significant driver, real-time professional subscribers remain the core. Strategic and pricing initiatives plus new product development will drive future growth.
Calendar 2025 Q3
it was kind of a lower proportion of micros and decreased volume tiering. Could you give us a sense of maybe the impacts of those 2 effects?
Show response
Lynne explained equity micro share dropped from 47% to 43%, lifting equity RPC. Metals micro contribution similar at 36%. Customer mix between member and nonmember also affects overall RPC.
Calendar 2025 Q2
Wondering if you guys can provide a little bit more color on the drivers from geographic segments, maybe also how that sales coverage and efforts are progressing
Show response
Julie detailed EMEA growth led by France, UK, Switzerland, UAE, Netherlands. APAC up 30% driven by Singapore, India, China. Commercial participants diversifying commodity hedging.
CTASCintas2 questions · 2 reporting periods · 0 of 2 challenging
Calendar 2026 Q2
if you could get a little bit more color, I guess, on visibility for hiring trends across the verticals
Show response
Jim cited puts and takes across a broad base, with weakness in white collar jobs that are less relevant to Uniform Rental; direct.
Calendar 2026 Q1
I just wanted to ask on route density and the incremental opportunities there around footprint, especially with the UNF acquisition in mind
Show response
SmartTruck technology enables incremental routing efficiency rather than disruptive reorganization. Prioritizes minimal disruption to customers and new employees from acquisitions. Key gross margin contributor.
ICEIntercontinental Exchange1 question · 1 reporting period · 0 of 1 challenging
Calendar 2025 Q3
could you maybe give a little bit of a commentary on the drivers there? Where maybe the appetite is coming from a customer perspective
Show response
Chris said growth comes from the complete playbook: mission-critical exchange data, 750 data sources across delivery mechanisms, high-value new datasets, and client trust in quality. Past investments now paying off.
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 |
|---|---|---|
| CME CME Group | 4 | 0%none of 4 questions |
| CTAS Cintas | 2 | —Rate withheld: fewer than 3 questions |
| ICE Intercontinental Exchange | 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 Q2 | 1 | 0%none of 1 question | 1 |
| 2025 Q3 | 2 | 0%none of 2 questions | 2 |
| 2025 Q4 | No questions recorded | — | — |
| 2026 Q1 | 2 | 0%none of 2 questions | 2 |
| 2026 Q2 | 2 | 0%none of 2 questions | 2 |
- 2025 Q21 question · challenge rate 0% (none of 1 question) · 1 company
- 2025 Q32 questions · challenge rate 0% (none of 2 questions) · 2 companies
- 2025 Q4No questions recorded
- 2026 Q12 questions · challenge rate 0% (none of 2 questions) · 2 companies
- 2026 Q22 questions · challenge rate 0% (none of 2 questions) · 2 companies
Topics
Topics tagged on this analyst’s questions.
- Demand4
- Revenue Growth2
- Pricing2
- Labor Market1
- Margin1
- M&A1
- Cloud & AI1
- Subscriber Growth1
- Geographic Expansion1