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Analyst

Jeff Hopson

Needham · covers Technology

Period: Reporting periods mapped to calendar 2025 Q3 – 2026 Q2 (4 quarters).

Limited coverage. Only 8 questions of coverage. Treat these numbers as directional — sample too small for reliable averages.
Questions
8on tracked calls
Challenge rate
0%none of 8 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 8 of 8 questions from 3 companies

FFIVF5, Inc.4 questions · 2 reporting periods · 0 of 4 challenging
FFIV company page →

Calendar 2026 Q2

Just curious in those more regulated industries that are on-prem kind of where are we in that adoption of AI

Cloud & AIRegulation PolicyDemandTranscript · FY2026 Q3 →
Show response

Locoh-Donou walked through adoption by regulated vertical and argued the multi-model, multi-environment pattern plays directly to F5's hybrid multi-cloud positioning.

how they may be similar or different than traditional workloads and the resulting impacts on F5 then?

Cloud & AIInnovation & R&DTranscript · FY2026 Q3 →
Show response

Chief Product Officer Kunal Anand explained agents as ordinary applications that multiply east-west data center traffic, expanding what F5 sits in front of.

Calendar 2026 Q1

any additional information on the dynamics that are going on in U.S. Fed?

DemandRegulation PolicyTranscript · FY2026 Q2 →
Show response

Francois expanded beyond Fed to global government strength driven by defense spending growth across all geographies. Defense customers investing heavily in security and hybrid multi-cloud with air-gapped environments. F5 made specific investments for defense opportunity now paying off.

any more color on the magnitude of that step down

Show response

Cooper confirmed higher-cost memory flowing in Q3 at partial rate and full run rate in Q4. Memory relief expected several quarters out but prices elevated through better part of FY27. Early procurement mitigated H1 impact but later purchases at higher prices now entering cost structure.

ANETArista Networks2 questions · 2 reporting periods · 0 of 2 challenging
ANET company page →

Calendar 2026 Q2

where we are with the scale across buildouts. Like, is it concentrated to maybe a couple of the cloud titans

Show response

Jayshree said scale-across is dominated by cloud and AI titans today but already extending to new clouds, driven by persistent power and compute scarcity.

Calendar 2025 Q3

is there a way to think about Arista's opportunity with new network builds versus refreshing or upgrading existing networks

Cloud & AICapex InvestmentTranscript · FY2025 Q3 →
Show response

Jayshree noted majority of current activity is new gigawatt-scale AI data center construction rather than traditional refresh cycles.

CRWDCrowdStrike2 questions · 2 reporting periods · 0 of 2 challenging
CRWD company page →

Calendar 2025 Q4

how are you guys approaching the buy versus build when it comes to a technology like AI that's developing pretty quickly

M&AInnovation & R&DTranscript · FY2026 Q3 →
Show response

Kurtz emphasized thoughtful acquisition strategy focused on best-of-breed technologies with proper native integration rather than stitching. $4.8B cash provides strategic flexibility.

Calendar 2025 Q3

any insights to specific features that may have pushed customers to adopt. Or, I guess, on the flip side, any hurdles

Cloud & AIInnovation & R&DTranscript · FY2026 Q2 →
Show response

Kurtz differentiated Charlotte as a deeply embedded orchestration layer not a chatbot, with tasks that took four days now taking an hour. Each release adds more features.

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.

CompanyQuestionsChallenge rate
FFIV F5, Inc.40%none of 4 questions
ANET Arista Networks2—Rate withheld: fewer than 3 questions
CRWD CrowdStrike2—Rate withheld: fewer than 3 questions
  • FFIV
    F5, Inc. · 4 questions
    0%none of 4 questions
  • ANET
    Arista Networks · 2 questions
    —rate withheld: under 3 questions
  • CRWD
    CrowdStrike · 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”.

Questions by calendar reporting period
Calendar periodQuestionsChallenge rateCompanies
2025 Q320%none of 2 questions2
2025 Q410%none of 1 question1
2026 Q120%none of 2 questions1
2026 Q230%none of 3 questions2
  1. 2025 Q32 questions · challenge rate 0% (none of 2 questions) · 2 companies
  2. 2025 Q41 question · challenge rate 0% (none of 1 question) · 1 company
  3. 2026 Q12 questions · challenge rate 0% (none of 2 questions) · 1 company
  4. 2026 Q23 questions · challenge rate 0% (none of 3 questions) · 2 companies

Topics

Topics tagged on this analyst’s questions.

  • Cloud & AI5
  • Innovation & R&D3
  • Demand3
  • Regulation Policy2
  • M&A1
  • Margin1
  • Pricing1
  • Capex Investment1