Keysight Technologies Inc. (KEYS) — RQD Stock Rating Cockpit

$307.20 -6.86% NYSE • Live Quote vs Prior Daily Close (Synced Snapshot) EXT / AFTER-HRS: $302.82

Keysight Technologies Inc. (KEYS) carries a Roarable Rating of C+ (Hold) with 67/100 RQD Confidence. The composite score sits in the neutral Hold band (59–69), meaning current holders don’t need to panic-sell while prospective buyers can wait for a move into the 70+ Buy zone.

ROARABLE C+ • HOLD / WATCH Cap $56.15B
📤 Share Live RQD Speedometer Card: 𝕏 Post Reddit StockTwits ⬇ Live SVG Card
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🤖 Mara Quenwick • AI Quant Lead (Click for Instant Brief) Is KEYS stock a Buy, Hold, or Sell right now according to Roarable's RQD model?
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As of 2026-11-02, Keysight Technologies Inc. (NYSE: KEYS) is rated C+ (Hold / HOLD) by Roarable's 5-pillar RQD engine with a composite confidence score of 67/100 at a spot price of $307.20 (-6.86% 1D, market cap $56.15B). Pillar breakdown: Fundamental Cash Engine 16/20, Institutional 13F & Options Flow 12/20, Executive Insider Alignment 18/20, FRED Macro Regime Fit 12/20, and SEC Balance-Sheet Forensics 9/20. Across 485 tracked Industrials issuers, KEYS ranks #67 in composite RQD confidence.

✓ Pre-computed one-to-many AI Quant brief
🤖 Ellis Vennor • AI Peer & Flow Quant (Click for Instant Brief) How does KEYS compare to AME and GRMN in the Industrials sector?
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Within the Industrials sector (Industrial Machinery/Components), KEYS carries a Roarable C+ (67/100 RQD), trailing P/E of 66.1x, gross margin of 62.1%, and ROIC of 10.5%. By comparison, AME (AMETEK Inc.) holds a B+ grade (76/100 RQD, P/E 39.0x, ROIC 13.4%, cap $57.72B) and GRMN (Garmin Ltd. (Switzerland)) posts a B grade (72/100 RQD, P/E 32.4x, ROIC 16.6%, cap $53.94B). Among the 5-stock peer group, LHX leads on earnings multiple (32.3x) while ROK leads on capital efficiency (22.9% ROIC).

✓ Pre-computed one-to-many AI Quant brief
🤖 Gideon Ashmere • AI SEC 10-K Forensics (Click for Instant Brief) What are the biggest fundamental strengths and SEC risk factors for KEYS?
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Per KEYS's SEC EDGAR XBRL 10-K filing (FY2025, filed 2025-10-31, CIK 0001601046), Keysight Technologies Inc. generated $5.38B in revenue (+8.0% YoY), $850.0M in net income, and $1.28B in free cash flow against $11.48B in total assets and $2.53B in total debt. Key quantitative strengths: Strong cash generator (62% profit margin)—profits are backed by real money, not accounting tricks.. Primary risk factors monitored: Company executives have done more routine share selling than personal cash buying lately.. Institutional options positioning shows a 50% call / 50% put premium split.

✓ Pre-computed one-to-many AI Quant brief
🤖 AI Quant Disclosure: Roarable Analysts are proprietary AI Quant Specialists — not human financial advisors. Pre-computed one-to-many briefings above are free; interactive 1-on-1 Q&A, custom AI sifting/indicator alerts, and personal ChatGPT/Claude MCP connections require a $9.95/mo Pro account (currently waitlist-only).
INTERACTIVE SCENARIO DECK:
🛡️ Portfolio Crash X-Ray
EXT / AFTER-HRS: $302.84 (-1.42%)🧬 Disciplined Float (-0.40% YoY Shares)⚙️ Cash Engine: 16/20 (B+) • 23.8% FCF Margin
Verify 90D Bucket Audit →
📊 Historical Track Record: Scores of 67/100 (C+) historically posted market-perform odds over rolling 90-day windows (+1.6% avg 90D alpha vs SPY • 56.4% hit rate — wait for RQD ≥ 70 breakout).
Audit Bucket Track Record →
RQD QUANT TACHOMETERHOLD / WATCH • C+
025507510067
2-of-3 JEV AI Jury Bullish
Cash
SEC
Whale

Impersonal quantitative research (0–100 RQD rubric) — not individualized investment advice. Past performance does not guarantee future results. Full Disclaimer

5-PILLAR SNOWFLAKE RADARRw C · Rk B
Cash (16)Whales (12)SEC (18)Macro (12)CEO (9)
Each axis scored 0–20
12M PRICE TARGET CONE+4% Base Target
$409 Bull$320 Base$249 Bear
📬 FREE KEYS RATING-CHANGE & BRIEFING ALERTSManage / Unsubscribe
WHALE OPTIONS SNAPSHOT: — (No Active Options Snapshot on file for KEYS)Realized 20D OHLCV Swing Band: ±7.2%
Deterministic 5-Pillar Attribution (67/100 Composite)
🔍 WHY KEYS SCORES 67/100 (C+) — TOP 3 DRIVERS2 Bullish Pillars + #1 Risk Drag
▲ #1 Bullish Driver: SEC 10-K Forensic Risk+18/20 pts (27% of score)

Altman Z-Score 8.31 (FORTRESS SAFE (>3.0)) • Piotroski F-Score 9/9

▲ #2 Bullish Driver: Cash Engine Quality+16/20 pts (24% of score)

SEC XBRL FY 2025 (10-K): 23.8% FCF Margin ($1.28B FCF) & 62.1% Gross Margin

▼ #1 Drag / Risk Factor: Insider Conviction & Share Dilution9/20 pts (-11 pt drag)

Disciplined Float (-0.40% YoY Shares) & executive Form 4 sales trim 11 pts from alignment

📈 PAST 4 QUARTERS RQD vs SUBSEQUENT RETURNQ1 → Q2 → Q3 → Current
Q1 (-3Q)
75
Grade B+$370.22-9.7% Next Q
Q2 (-2Q)
72
Grade B$334.16+0.6% Next Q
Q3 (-1Q)
70
Grade B$336.10-8.6% Next Q
Current
67
Grade C+$307.20+1.6% Hist 90D α
Trajectory: B+ (75) → C+ (67)Full Audit →
⚔️ ADVERSARIAL OPPOSING CASE & FORENSIC KILL-SWITCH (WHY THE BULL/BEAR THESIS COULD FAIL)GIDEON ASHMERE // FORENSIC SHORT & KILL-SWITCH DOSSIER

⚔️ Adversarial Opposing Case: Why the KEYS Bull Thesis Could Fail

Gideon Ashmere Forensic Desk →

Even with a 67/100 (C+) score, KEYS faces multiple-compression risk if 66.1x trailing P/E re-rate toward historical sector medians or if hyperscaler/enterprise customer concentration slows in upcoming 10-Q filings.

⚠️ Forensic Kill-Switch #1

Company executives have done more routine share selling than personal cash buying lately.

⚠️ Forensic Kill-Switch #2

Priced at 66x earnings—high expectations leave less room for a lukewarm quarter.

⚠️ Forensic Kill-Switch #3

Technical & Forensic Kill-Switch: A daily close below the 50D SMA ($341.48) or 200D SMA ($317.87) invalidates the momentum regime and cuts Target Base ($319.64) toward Bear Floor ($249.32).

🎲 LIVE PREDICTION MARKET ODDS TIED TO $KEYS• $2.4M Crowd Pool • Kalshi / Polymarket Composite
Contract: “KEYS Beats Next Quarter EPS Consensus (Jan 29, 2027) & Holds Above 200D SMA”
RSI-14 MOMENTUMNEUTRAL RANGE
46.130 Oversold · 70 Hot
ALTMAN-Z SHIELDFORTRESS SAFE (>3.0)
8.31>3.0 Fortress Safe
PIOTROSKI F-SCOREHIGH QUALITY (7–9)
9 / 99-Pt Accounting
52-WEEK LASER RANGE63% OF RANGE
L: $167$307.20H: $390
1. Money & Cash Health● HEALTHY
Are profits real cash in the bank?

Real cash coming in backs up reported profits (62% profit margin and healthy balance-sheet cushion).

Factor Grade: B+RQD 16 / 20
2. Big Money & Insiders● TRIMMING
Are whales & executives buying or selling?

Insiders and big institutional desks have been trimming shares rather than stepping up to buy.

Factor Grade: D+RQD 21 / 40
3. Hidden Risks & Market Weather● ALL CLEAR
SEC fine-print scan & interest-rate fit

Clean SEC fine-print check with low hidden accounting risk and favorable interest-rate weather.

Factor Grade: BRQD 30 / 40
MULTI-MODEL JEV QUANT JURY DELIBERATION

2-of-3 JEV AI Jury Bullish on KEYS

Cash & Moat Bull AI
ROIC & Free Cash Flow Model
BULLISH (80)

10.5% ROIC with 62.1% gross margin and 2.28% FCF yield.

SEC Forensic Auditor AI
10-K Accruals & Altman-Z Guard
BULLISH (90)

Altman-Z 8.31 and Piotroski 9/9 pass balance-sheet audit.

Whale & Macro Hawk AI
Options Skew, 13F & Fed NetLiq
NEUTRAL (55)

21/40 institutional & smart-money positioning score with 12/20 macro alignment.

Bull Case: Why Buyers Like KEYS
  • ✓Strong cash generator (62% profit margin)—profits are backed by real money, not accounting tricks.
  • ✓Clean SEC annual filing review with no major hidden accounting time-bombs.
Bear Case: What Could Go Wrong
  • !Company executives have done more routine share selling than personal cash buying lately.
  • !Priced at 66x earnings—high expectations leave less room for a lukewarm quarter.
ON-DEMAND RQD QUANT WORKSHOP • SPONSORED / PARTNER SPOTLIGHTHosted by Perry Belcher & Roarable Quantitative Research Desk

Scheduled RQD Strong Buys & Whale Accumulation Briefing (KEYS Tape Review)

  • ✓Breakdown of the highest-scoring RQD Green-Light breakouts across our 5,200+ rated universe
  • ✓Forensic Red-Light accounting & dilution traps to review on your watchlist
  • ✓Includes downloadable .ics calendar invite & nightly RQD rating-change email alerts
RQD INSIDER CLUB WAITLIST$49/YR PLANNED
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KEYS // CANDLESTICK & AUTO-TRENDLINE WORKSTATION6M: -12.57%🛡️ HOLDING TREND SUPPORT
2026-11-02O $335.5H $335.5L $307.2C $307.2VOL 1.39M
RES: $393.8SUP: $300.8SMA50: $341.5SMA200: $317.9
$402.0$351.9$301.8$251.7$201.5RES $393.8SUP $300.8$307.22026-05-042026-06-172026-08-042026-09-182026-11-02
PRIMARY-SOURCE FORENSICS, SECOND-ORDER LINKS & AI ANALYST DESK

KEYS Dilution Monitor, Expectations Hurdle, Butterfly Connections & Policy Exposure

Share Count & Dilution Monitor (#25)

Multi-year comparable XBRL diluted share count not disclosed (ETF or recent listing).

Reverse-DCF Expectations Hurdle (#30)
44.2%/yr Implied 5Y Growth

vs. +8.0% actual YoY revenue growth (assuming 9.25% cost of equity & 16.5x terminal multiple).

Ellis Vennor Setup Ledger (#33)

No active Ellis Vennor swing setup published on KEYS today. View full Setup Ledger →

🦋 Documented & Second-Order Butterfly Connections Open Graph →

No direct multi-tier Butterfly edges indexed yet for KEYS. Explore sector supply chains on /butterfly.

AI Analyst Theses, Washington Policy & Company Video
🎬 No recent verified company-specific video clip queued for KEYS today (we never pad ticker pages with unrelated generic clips). Browse Macro Video Desk →
DETERMINISTIC MULTI-FACTOR EQUITY AUDIT • SEC EDGAR XBRL × RQD PEER BENCHMARK

📊 Quantitative Sector Peer Comparison, SEC Filing Delta & Investment FAQ (KEYS)

Industrials Rank #67 of 485 ⚔️ AME vs KEYS Full Matrix →

1. Head-to-Head Industrials Peer Comparison (KEYS vs. AME, GRMN, LHX, ROK)

Industry: Industrial Machinery/Components (208 Tracked Issuers)

Across 485 tracked Industrials securities in the Roarable RQD universe, Keysight Technologies Inc. (KEYS) ranks #67 by composite RQD confidence (67/100, grade C+) and #29 by equity capitalization ($56.15B). Within this direct 5-issuer industry benchmark cohort, LHX leads on earnings valuation at 32.3x trailing P/E, while ROK leads on capital efficiency and profitability with 22.9% ROIC and 48.1% gross margin. ROK currently holds the highest overall quantitative score in the immediate peer group at 77/100 (B+) compared with KEYS at 67/100 (C+).

Ticker / Company Roarable Grade RQD Score Trailing P/E Gross Margin ROIC 1D Change Market Cap Head-to-Head
KEYS ACTIVE
Keysight Technologies Inc.
C+ 67/100 66.1x 62.1% 10.5% -6.86% $56.15B Benchmark Subject
AME
AMETEK Inc.
B+ 76/100 39.0x 36.0% 13.4% -4.23% $57.72B /ame-vs-keys →
GRMN
Garmin Ltd. (Switzerland)
B 72/100 32.4x 58.7% 16.6% -2.60% $53.94B /grmn-vs-keys →
LHX
L3Harris Technologies Inc.
C 65/100 32.3x — 5.7% -0.29% $51.85B /lhx-vs-keys →
ROK
Rockwell Automation Inc.
B+ 77/100 57.8x 48.1% 22.9% -3.37% $50.23B /rok-vs-keys →

2. Multi-Year SEC XBRL Revenue, Cash Flow & Balance-Sheet Trajectory (FY2023–FY2025)

SEC EDGAR 10-K • FILED 2025-10-31 • CIK 0001601046

In its most recent audited fiscal period (FY2025, filed 2025-10-31), Keysight Technologies Inc. (KEYS) reported GAAP revenue of $5.38B (+8.0% vs. FY2024 revenue of $4.98B , and -1.6% cumulative change since FY2023) , GAAP net income of $850.0M, operating cash flow of $1.41B, and free cash flow of $1.28B (+42.7% YoY). On the balance sheet, KEYS closed FY2025 with $11.48B in total assets against $2.53B in total debt (Altman Z-Score: 8.31, Piotroski F-Score: 9/9).

Fiscal Period Filing Date Revenue Net Income Operating Cash Flow Free Cash Flow Total Assets Total Debt
FY2025 (FY) 2025-10-31 $5.38B $850.0M $1.41B $1.28B $11.48B $2.53B
FY2024 (FY) 2024-10-31 $4.98B $614.0M $1.05B $898.0M $9.39B $1.79B
FY2023 (FY) 2023-10-31 $5.46B $1.06B $1.41B $1.16B $30.88B $7.23B

3. KEYS Data-Verified Investor FAQ (RQD Rating, Sector Peers, SEC Forensics & Technicals)

✓ SCHEMA.ORG FAQPAGE JSON-LD ENABLED

Is KEYS stock a Buy, Hold, or Sell right now according to Roarable's RQD model?

As of 2026-11-02, Keysight Technologies Inc. (NYSE: KEYS) is rated C+ (Hold / HOLD) by Roarable's 5-pillar RQD engine with a composite confidence score of 67/100 at a spot price of $307.20 (-6.86% 1D, market cap $56.15B). Pillar breakdown: Fundamental Cash Engine 16/20, Institutional 13F & Options Flow 12/20, Executive Insider Alignment 18/20, FRED Macro Regime Fit 12/20, and SEC Balance-Sheet Forensics 9/20. Across 485 tracked Industrials issuers, KEYS ranks #67 in composite RQD confidence.

How does KEYS compare to AME and GRMN in the Industrials sector?

Within the Industrials sector (Industrial Machinery/Components), KEYS carries a Roarable C+ (67/100 RQD), trailing P/E of 66.1x, gross margin of 62.1%, and ROIC of 10.5%. By comparison, AME (AMETEK Inc.) holds a B+ grade (76/100 RQD, P/E 39.0x, ROIC 13.4%, cap $57.72B) and GRMN (Garmin Ltd. (Switzerland)) posts a B grade (72/100 RQD, P/E 32.4x, ROIC 16.6%, cap $53.94B). Among the 5-stock peer group, LHX leads on earnings multiple (32.3x) while ROK leads on capital efficiency (22.9% ROIC).

What are the biggest fundamental strengths and SEC risk factors for KEYS?

Per KEYS's SEC EDGAR XBRL 10-K filing (FY2025, filed 2025-10-31, CIK 0001601046), Keysight Technologies Inc. generated $5.38B in revenue (+8.0% YoY), $850.0M in net income, and $1.28B in free cash flow against $11.48B in total assets and $2.53B in total debt. Key quantitative strengths: Strong cash generator (62% profit margin)—profits are backed by real money, not accounting tricks.. Primary risk factors monitored: Company executives have done more routine share selling than personal cash buying lately.. Institutional options positioning shows a 50% call / 50% put premium split.

Where is KEYS trading relative to its 50-day, 200-day, and 52-week technical levels?

KEYS last traded at $307.20 (-6.86% on volume of 1,905,390 shares), positioning the stock -10.04% below its 50-day simple moving average ($341.48) and -3.36% below its 200-day simple moving average ($317.87). Across its 52-week range of $167.23 to $389.93, KEYS sits at the 62.9% percentile with a 14-day RSI of 46.1 (NEUTRAL RANGE) and an implied next-earnings move of ±7.2% ($285.08 to $329.32).

KEYS Investor FAQ & Complete 8-Part Research Index

100% OPEN ACCESS • SEC EDGAR × CBOE × FRED

Should I buy, hold, or sell KEYS stock right now?

Keysight Technologies Inc. (KEYS) currently earns a Roarable Rating of C+ (Hold — HOLD) with 67/100 RQD Confidence. Solid 62% profit margin (11% return on capital), mixed timing at 66x P/E—hold if owned, no rush to chase.

What is KEYS's 12-month price target and RQD AI Jury consensus?

KEYS's 12-month base price target is $319.64 (range $249.32 to $409.43), backed by transparent SEC XBRL cash-flow, Form 4 insider, and CBOE options flow analysis.

ROARABLE RATING BRIEF • RQD 67/100 (C+) ✓ STAGE-C NUMBER FIREWALL VERIFIED

KEYS — Keysight Technologies Inc.: What the Facts Mean to a Prospective Investor

Engine: anthropic/claude-haiku-5.5
As of: 2026-11-02T15:10:56Z

Roarable Rating Brief: What This Means to a Prospective Investor

Per the Roarable RQD rating, KEYS scores 67 out of 100, a letter grade of C+, with the verdict "Roarable Hold — Upper Neutral / Watch for Breakout." The five pillars are: Fundamental Cash Engine 16/20 (ROIC 10.5%; FCF yield 2.28%); Whale 13F Flow 12/20 (institutional accumulation and options positioning); Insider Conviction 9/20 (SEC Form 4 and Congressional PTR cluster flow); Macro Regime Fit 12/20 (Beta 0.88; sector sensitivity); and Forensic Balance Sheet 18/20 (Altman Z 8.31; Piotroski F 9/9; Debt/Equity 0.41).

For a prospective investor, the strongest pillar is the forensic balance sheet, which indicates low financial-distress risk per the metrics provided. The cash-engine pillar is solid but not exceptional, and the free-cash-flow yield of 2.28% implies the market is paying a high multiple for each dollar of free cash flow, a valuation tradeoff. The weakest pillar is insider conviction at 9/20, which the RQD rating reports as a lack of strong insider-directed buying conviction, though the source data does not itemize individual Form 4 transactions. Macro fit is moderate: the 0.88 beta suggests somewhat lower market sensitivity than the broad market, per the source. The "Watch for Breakout" label implies the rating is waiting on a confirmed directional move rather than signaling an immediate buy or sell. Upside drivers cited in the source include earnings-quality strength and balance-sheet resilience; valuation is the principal tradeoff, given the multiples below.

Snapshot

PriceMarket CapP/E (TTM)Forward P/EEV/EBITDAEPS (TTM)Dividend YieldBeta52-Wk RangeROIC %
329.84$56.15B66.161.557.44.990%0.88$167.23 - $389.9310.5%

Business

Keysight Technologies Inc. is a NYSE-listed issuer classified in the Industrials sector and the Industrial Machinery/Components industry, per the company profile. Not available in source data for product-level detail, customer segments, or revenue-mix breakdown. The source data confirms the company's market capitalization of $56.2B and its classification; it does not describe specific products sold or the customer base.

Financial Trend

PeriodRevenueOperating IncomeNet IncomeEPSFCFCashDebt
FY 2025$5375.0M$876.0M$850.0MN/A$1281.0M$2178.0M$2534.0M
FY 2024$4979.0M$833.0M$614.0MN/A$898.0M$2060.0M$1790.0M
FY 2023$5464.0M$1358.0M$1057.0MN/A$1162.1MN/A$7227.0M

Per the SEC financials, revenue rose from $4979.0M in FY 2024 to $5375.0M in FY 2025, and net income rose from $614.0M to $850.0M, while FY 2023 revenue was $5464.0M with net income of $1057.0M. Per the market data, gross margin is 62.1%, operating margin 16.3%, and net margin 15.8%, with ROIC of 10.5%. The source reports an Altman Z-Score of 8.31 and a Piotroski F-Score of 9/9 within the RQD forensic pillar, and Debt/Equity of 0.41. Debt was $7227.0M in FY 2023 and $2534.0M in FY 2025, a reduction shown in the filings provided.

Recent Catalysts & News Wire Analysis

Per the recent news wire, headlines include a report that Keysight unveiled new 6G test tools and a question of whether the stock is fully valued; a bull-flag technical-setup piece; an Investor's Business Daily piece describing the company as an AI-related supplier outpacing the S&P; a stock-price forecast piece; a Simply Wall St piece asking whether insiders have been selling; and a Benzinga long-horizon return article. Catalyst-flagged items include the 6G test-tool announcement and the bull-flag setup. Risk watch items include the valuation questions raised in the headlines and the insider-selling question. Per the Butterfly Supply-Chain Graph, supply chain is listed as NONE, no butterfly links are recorded, and no proprietary signals are present. The headlines' content beyond titles is not included in the source data.

Open Questions

  • What are the specific product lines and customer end-markets behind the 6G test-tool announcement and the AI-supplier characterization?
  • Which Form 4 insider transactions and 13F institutional positions drive the 9/20 insider and 12/20 whale pillar scores?
  • What are analyst consensus ratings and price targets, given that no analyst data was supplied?
  • How did FY 2023 debt of $7227.0M decline to $2534.0M, and what drove the change?
  • What is the EPS figure for the reported fiscal periods, which the filings list as N/A?

KEYS Live News Feed, Press Releases & Catalyst Wire

Real-time company headlines, analyst actions, and sector developments for Keysight Technologies Inc. (KEYS) • Click "Debate This Headline" to argue it in the Roar Pit below

💬 Jump to KEYS Debate Forum (3) ↓
🔥 THE ROAR PIT • LIVE COMMUNITY DEBATE 3 Active Posts & Replies

KEYS Bull vs. Bear Conversation Board — What's Your Call at $307.20?

🐂 50% BULLISH CONVICTION COMMUNITY TUG-OF-WAR ON KEYS 🐻 50% BEARISH CONVICTION
1. Pick Your Side on KEYS:
💡 Tip: Back up your call with a price target or RQD metric to get upvoted to the top.
RO RoarDesk_Moderator Roarable Research Desk ⚖️ DEBATE HOST 🎯 Target: $356.23 (+8.0%)
📌 Pinned Debate

🔥 Official Bull vs. Bear Debate: Is KEYS (C+ • RQD 67/100) a Buy at $329.84?

Welcome to the KEYS (Keysight Technologies Inc.) Roar Pit. Current RQD Composite is 67/100 (Roarable Hold — Upper Neutral / Watch for Breakout) in Industrial Machinery/Components. Bulls point to operating leverage and sector positioning, while bears focus on valuation multiple compression (66.1x trailing P/E). Pick your side (🐂 Bull or 🐻 Bear) and drop your price target below.

SH ShortSeller_Dan Forensic Accounting Watch 🐻 BEARISH 🎯 Target: $260.57 (-21.0%)
Spot @ $329.84

Pump the brakes on KEYS — check the valuation vs. margin headwinds

Everyone in here is repeating the bull case on KEYS, but look at what you are paying: 66.1x trailing P/E with 62.1% gross margins. Unless Keysight Technologies Inc. expands free cash flow yield next quarter, I would rather wait for a pullback closer to the 200-day moving average before touching this.

MA MacroHawk_NYC Verified K Arena Trader 🐂 BULLISH 🎯 Target: $376.02 (+14.0%)
Spot @ $329.84

KEYS cash flow & RQD setup is being underpriced by the Street here

Looking at the 5-pillar RQD breakdown on KEYS, the market is fixating on short-term headline noise in Industrial Machinery/Components and ignoring the balance sheet and cash flow trajectory. At $329.84 (52-wk range $167.23 - $389.93), any beat on forward guidance forces shorts and underweight funds to chase.

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