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Research firm
KeyBanc Capital Markets
Period: Reporting periods mapped to calendar 2024 Q3 – 2026 Q3 (9 quarters).
- Questions
- 781on tracked calls
- Challenge rate
- 5%40 of 781 questions
- Analysts
- 41with at least one question
- Companies
- 135questioned at least once
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.
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.
Analysts
Most questions first. Each challenge rate shows the exact count behind it.
| Analyst | Companies | Questions | Challenge rate |
|---|---|---|---|
| Austin Wurschmidt | 9 | 77 | 6%5 of 77 questions |
| Jeff Hammond | 9 | 61 | 7%4 of 61 questions |
| Jason Celino | 7 | 58 | 12%7 of 58 questions |
| Sophie Karp | 14 | 54 | 6%3 of 54 questions |
| Justin Patterson | 12 | 50 | 0%none of 50 questions |
| Brett Fishbin | 4 | 40 | 3%1 of 40 questions |
| Todd Thomas | 5 | 38 | 5%2 of 38 questions |
| Andrew Schmidt | 9 | 38 | 0%none of 38 questions |
| Sangita Jain | 4 | 35 | 3%1 of 35 questions |
| Aleksey Yefremov | 8 | 29 | 7%2 of 29 questions |
- Austin Wurschmidt9 companies · 77 questions6%5 of 77 questions
- Jeff Hammond9 companies · 61 questions7%4 of 61 questions
- Jason Celino7 companies · 58 questions12%7 of 58 questions
- Sophie Karp14 companies · 54 questions6%3 of 54 questions
- Justin Patterson12 companies · 50 questions0%none of 50 questions
- Brett Fishbin4 companies · 40 questions3%1 of 40 questions
- Todd Thomas5 companies · 38 questions5%2 of 38 questions
- Andrew Schmidt9 companies · 38 questions0%none of 38 questions
- Sangita Jain4 companies · 35 questions3%1 of 35 questions
- Aleksey Yefremov8 companies · 29 questions7%2 of 29 questions
Show all 41 analysts
| Analyst | Companies | Questions | Challenge rate |
|---|---|---|---|
| Ken Newman | 5 | 27 | 4%1 of 27 questions |
| Alex Markgraff | 4 | 21 | 0%none of 21 questions |
| Matthew Gillmor | 4 | 21 | 0%none of 21 questions |
| Upal Rana | 2 | 17 | 12%2 of 17 questions |
| Brandon Nispel | 6 | 16 | 25%4 of 16 questions |
| Noah Zatzkin | 2 | 16 | 0%none of 16 questions |
| Jackson Ader | 3 | 16 | 6%1 of 16 questions |
| Phil Gibbs | 2 | 14 | 0%none of 14 questions |
| Eric Heath | 5 | 13 | 8%1 of 13 questions |
| Michael Leshock | 2 | 12 | 0%none of 12 questions |
| Brad Thomas | 4 | 12 | 0%none of 12 questions |
| Eric Gonzalez | 3 | 11 | 9%1 of 11 questions |
| Steve Barger | 2 | 11 | 9%1 of 11 questions |
| Chris Carril | 5 | 11 | 0%none of 11 questions |
| Sergio Segura | 1 | 11 | 9%1 of 11 questions |
| Alex DwyerLimited sample | 2 | 9 | 11%1 of 9 questions |
| Paul KnightLimited sample | 1 | 9 | 0%none of 9 questions |
| Tim RezvanLimited sample | 1 | 8 | 13%1 of 8 questions |
| Christian ZylaLimited sample | 3 | 8 | 0%none of 8 questions |
| Ryan WeisLimited sample | 3 | 6 | 0%none of 6 questions |
| Jacob MooreLimited sample | 3 | 5 | 0%none of 5 questions |
| Miles JakubiakLimited sample | 2 | 5 | 0%none of 5 questions |
| Mitch MooreLimited sample | 2 | 4 | 0%none of 4 questions |
| Dave TarantinoLimited sample | 1 | 3 | 0%none of 3 questions |
| Devin AuLimited sample | 2 | 3 | 0%none of 3 questions |
| Samuel McKinneyLimited sample | 1 | 3 | 33%1 of 3 questions |
| Steve DechertLimited sample | 1 | 2 | 0%none of 2 questions |
| AJ PeakLimited sample | 1 | 2 | 0%none of 2 questions |
| Zane MeehanLimited sample | 1 | 2 | 0%none of 2 questions |
| Rob BargerLimited sample | 1 | 2 | 0%none of 2 questions |
| Scott SchoenhausLimited sample | 1 | 1 | 0%none of 1 question |
- Ken Newman5 companies · 27 questions4%1 of 27 questions
- Alex Markgraff4 companies · 21 questions0%none of 21 questions
- Matthew Gillmor4 companies · 21 questions0%none of 21 questions
- Upal Rana2 companies · 17 questions12%2 of 17 questions
- Brandon Nispel6 companies · 16 questions25%4 of 16 questions
- Noah Zatzkin2 companies · 16 questions0%none of 16 questions
- Jackson Ader3 companies · 16 questions6%1 of 16 questions
- Phil Gibbs2 companies · 14 questions0%none of 14 questions
- Eric Heath5 companies · 13 questions8%1 of 13 questions
- Michael Leshock2 companies · 12 questions0%none of 12 questions
- Brad Thomas4 companies · 12 questions0%none of 12 questions
- Eric Gonzalez3 companies · 11 questions9%1 of 11 questions
- Steve Barger2 companies · 11 questions9%1 of 11 questions
- Chris Carril5 companies · 11 questions0%none of 11 questions
- Sergio Segura1 company · 11 questions9%1 of 11 questions
- 11%1 of 9 questions
- 0%none of 9 questions
- 13%1 of 8 questions
- 0%none of 8 questions
- 0%none of 6 questions
- 0%none of 5 questions
- 0%none of 5 questions
- 0%none of 4 questions
- 0%none of 3 questions
- 0%none of 3 questions
- 33%1 of 3 questions
- 0%none of 2 questions
- 0%none of 2 questions
- 0%none of 2 questions
- 0%none of 2 questions
- 0%none of 1 question
Companies
Most questions first, counting every analyst at this firm.
- STESteris15 questions
- JJacobs Solutions15 questions
- NDSNNordson Corporation15 questions
- FIXComfort Systems USA, Inc.15 questions
- ADSKAutodesk14 questions
- ESSEssex Property Trust14 questions
- EXRExtra Space Storage14 questions
- PSAPublic Storage14 questions
- SNPSSynopsys13 questions
- AOSA. O. Smith13 questions
- LIILennox International13 questions
- TRMBTrimble Inc.13 questions
- URIUnited Rentals13 questions
- COOCooper Companies (The)12 questions
- DOCHealthpeak Properties12 questions
- ORealty Income12 questions
- SPOTSpotify Technology S.A.12 questions
- DRIDarden Restaurants11 questions
- GRMNGarmin11 questions
- UHSUniversal Health Services11 questions
- WABWabtec11 questions
- YELPYelp Inc.11 questions
- STLDSteel Dynamics10 questions
- UDRUDR, Inc.10 questions
Show all 135 companies
- FLEXFlex Ltd.9 questions
- HOODRobinhood Markets, Inc.9 questions
- WSTWest Pharmaceutical Services9 questions
- PNRPentair9 questions
- CASYCasey's General Stores, Inc.8 questions
- COINCoinbase Global8 questions
- MAAMid-America Apartment Communities8 questions
- TPLTexas Pacific Land Corporation8 questions
- EMEEMCOR Group, Inc.8 questions
- VTRVentas8 questions
- PTCPTC Inc.7 questions
- AKAMAkamai Technologies7 questions
- CDNSCadence Design Systems7 questions
- DUOLDuolingo, Inc.7 questions
- ESEversource Energy7 questions
- GNRCGenerac7 questions
- HCAHCA Healthcare7 questions
- REGRegency Centers7 questions
- RKLBRocket Lab USA, Inc.7 questions
- SOLVSolventum7 questions
- TTDThe Trade Desk, Inc.7 questions
- WELLWelltower7 questions
- XELXcel Energy7 questions
- ETREntergy7 questions
- DDDuPont7 questions
- NUENucor7 questions
- ALBAlbemarle Corporation7 questions
- RMDResMed6 questions
- CPTCamden Property Trust6 questions
- FISFidelity National Information Services6 questions
- GPNGlobal Payments6 questions
- INVHInvitation Homes6 questions
- PWRQuanta Services6 questions
- TWLOTwilio Inc.6 questions
- AVBAvalonBay Communities6 questions
- JKHYJack Henry & Associates6 questions
- BXPBXP, Inc.5 questions
- DDOGDatadog5 questions
- HOGHarley-Davidson, Inc.5 questions
- LUNRIntuitive Machines, Inc.5 questions
- PINSPinterest, Inc.5 questions
- SMCISupermicro5 questions
- WECWEC Energy Group5 questions
- CCICrown Castle5 questions
- DASHDoorDash5 questions
- ZBRAZebra Technologies5 questions
- PPGPPG Industries5 questions
- SHWThe Sherwin-Williams Company5 questions
- GWWW. W. Grainger5 questions
- IOTSamsara Inc.4 questions
- VVisa Inc.4 questions
- CAVACAVA Group, Inc.4 questions
- CMSCMS Energy4 questions
- FEFirstEnergy4 questions
- TEAMAtlassian4 questions
- TTTrane Technologies4 questions
- CARTMaplebear Inc.4 questions
- MAMastercard4 questions
- POOLPool Corporation4 questions
- CTVACorteva4 questions
- QQnity Electronics, Inc.4 questions
- NFLXNetflix, Inc.4 questions
- DTEDTE Energy4 questions
- TERTeradyne4 questions
- CPAYCorpay4 questions
- DPZDomino's3 questions
- AEEAmeren3 questions
- CEGConstellation Energy3 questions
- FISVFiserv, Inc.3 questions
- PEGPublic Service Enterprise Group3 questions
- PLDPrologis3 questions
- ZSZscaler3 questions
- HIMSHims & Hers Health, Inc.3 questions
- MCDMcDonald's Corporation3 questions
- ROKURoku, Inc.3 questions
- NETCloudflare, Inc.3 questions
- PYPLPayPal3 questions
- ABNBAirbnb3 questions
- PNWPinnacle West3 questions
- WMTWalmart Inc.2 questions
- CRWDCrowdStrike2 questions
- EMREmerson Electric2 questions
- UNHUnitedHealth Group Incorporated2 questions
- CHYMChime Financial, Inc. Class A Common Stock2 questions
- CNPCenterPoint Energy2 questions
- ETNEaton Corporation2 questions
- VICIVici Properties2 questions
- XYZBlock, Inc.2 questions
- ZTSZoetis2 questions
- AMEAmetek2 questions
- AMTAmerican Tower2 questions
- FASTFastenal2 questions
- INTUIntuit2 questions
- LYBLyondellBasell2 questions
- SBACSBA Communications2 questions
- FTNTFortinet2 questions
- VEEVVeeva Systems Inc.1 question
- CMGChipotle Mexican Grill1 question
- PATHUiPath Inc.1 question
- PHParker Hannifin1 question
- SHOPShopify1 question
- TMUST-Mobile US, Inc.1 question
- AEPAmerican Electric Power1 question
- HUMHumana1 question
- SNAPSnap Inc.1 question
- TGTTarget Corporation1 question
- MDBMongoDB, Inc.1 question
- SRESempra1 question
- WSMWilliams-Sonoma1 question
- DLRDigital Realty1 question
- DOWDow Inc.1 question
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 | Analysts | Companies |
|---|---|---|---|---|
| 2024 Q3 | 10 | 10%1 of 10 questions | 5 | 7 |
| 2024 Q4 | 98 | 8%8 of 98 questions | 25 | 68 |
| 2025 Q1 | 104 | 5%5 of 104 questions | 26 | 70 |
| 2025 Q2 | 104 | 4%4 of 104 questions | 30 | 73 |
| 2025 Q3 | 118 | 4%5 of 118 questions | 28 | 80 |
| 2025 Q4 | 116 | 3%3 of 116 questions | 27 | 81 |
| 2026 Q1 | 117 | 4%5 of 117 questions | 27 | 81 |
| 2026 Q2 | 101 | 9%9 of 101 questions | 27 | 75 |
| 2026 Q3 | 13 | 0%none of 13 questions | 7 | 12 |
- 2024 Q310 questions · challenge rate 10% (1 of 10 questions) · 5 analysts · 7 companies
- 2024 Q498 questions · challenge rate 8% (8 of 98 questions) · 25 analysts · 68 companies
- 2025 Q1104 questions · challenge rate 5% (5 of 104 questions) · 26 analysts · 70 companies
- 2025 Q2104 questions · challenge rate 4% (4 of 104 questions) · 30 analysts · 73 companies
- 2025 Q3118 questions · challenge rate 4% (5 of 118 questions) · 28 analysts · 80 companies
- 2025 Q4116 questions · challenge rate 3% (3 of 116 questions) · 27 analysts · 81 companies
- 2026 Q1117 questions · challenge rate 4% (5 of 117 questions) · 27 analysts · 81 companies
- 2026 Q2101 questions · challenge rate 9% (9 of 101 questions) · 27 analysts · 75 companies
- 2026 Q313 questions · challenge rate 0% (none of 13 questions) · 7 analysts · 12 companies
Topics and sectors
Topics tagged on this firm’s questions
- Demand263
- Revenue Growth169
- Competitive Dynamics130
- Margin91
- Pricing90
- Product Launch77
- Cloud & AI74
- Innovation & R&D68
- Capex Investment67
- Guidance Reliability58
Show all 22 topics
- Regulation Policy57
- M&A51
- Geographic Expansion51
- Capital Allocation51
- Cost Pressure49
- Trade Tariffs42
- Macroeconomic41
- Supply Chain26
- Subscriber Growth15
- Labor Market12
- Credit10
- Inventory8
Questions by company sector
- Technology174
- Industrials165
- Real Estate144
- Healthcare76
- Utilities54
- Basic Materials48
- Communication Services42
- Consumer Cyclical39
- Financial Services28
- Energy8
- Consumer Defensive3