Twilio Inc. (TWLO) — RQD Stock Rating Cockpit

$205.03 -15.24% NYSE • Live Quote vs Prior Daily Close (Synced Snapshot) EXT / AFTER-HRS: $199.02

Twilio Inc. (TWLO) carries a Roarable Rating of C (Hold) with 64/100 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 $37.15B
📤 Share Live RQD Speedometer Card: 𝕏 Post Reddit StockTwits ⬇ Live SVG Card
⚡ INSTANT AI QUANT PREVIEW • $0 FREE TIER Click Any Pre-Computed AI Quant Specialist Briefing on TWLO Below — or Connect Your Own ChatGPT / Claude
🤖 Mara Quenwick • AI Quant Lead (Click for Instant Brief) Is TWLO stock a Buy, Hold, or Sell right now according to Roarable's RQD model?
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As of 2026-11-02, Twilio Inc. (NYSE: TWLO) is rated C (Hold / HOLD) by Roarable's 5-pillar RQD engine with a composite confidence score of 64/100 at a spot price of $205.03 (-15.24% 1D, market cap $37.15B). Pillar breakdown: Fundamental Cash Engine 11/20, Institutional 13F & Options Flow 13/20, Executive Insider Alignment 18/20, FRED Macro Regime Fit 12/20, and SEC Balance-Sheet Forensics 10/20. Across 714 tracked Technology issuers, TWLO ranks #176 in composite RQD confidence.

✓ Pre-computed one-to-many AI Quant brief
🤖 Ellis Vennor • AI Peer & Flow Quant (Click for Instant Brief) How does TWLO compare to RBLX and TTWO in the Technology sector?
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Within the Technology sector (Computer Software: Prepackaged Software), TWLO carries a Roarable C (64/100 RQD), trailing P/E of N/A, gross margin of 48.9%, and ROIC of 1.6%. By comparison, RBLX (Roblox Corporation) holds a D grade (46/100 RQD, P/E N/A, ROIC -32.5%, cap $37.48B) and TTWO (Take-Two Interactive Software Inc.) posts a D grade (48/100 RQD, P/E N/A, ROIC -2.2%, cap $36.16B). Among the 5-stock peer group, TWLO leads on earnings multiple (N/A) while TWLO leads on capital efficiency (1.6% 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 TWLO?
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Per TWLO's SEC EDGAR XBRL 10-K filing (FY2025, filed 2025-12-31, CIK 0001447669), Twilio Inc. generated $5.07B in revenue (+13.7% YoY), $34.0M in net income, and $775.2M in free cash flow against $9.77B in total assets and $877.2M in total debt. Key quantitative strengths: Clean SEC annual filing review with no major hidden accounting time-bombs.. 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: $199.02 (-2.93%)🧬 Cannibal Buyback (-0.68% YoY Shares)⚙️ Cash Engine: 11/20 (D+) • 15.3% FCF Margin
Verify 90D Bucket Audit →
📊 Historical Track Record: Scores of 64/100 (C) historically posted market-perform odds over rolling 90-day windows (+1.1% avg 90D alpha vs SPY • 55.2% hit rate — wait for RQD ≥ 70 breakout).
Audit Bucket Track Record →
RQD QUANT TACHOMETERHOLD / WATCH • C
025507510064
JEV AI Jury Split (Battleground)
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 D+ · Rk B
Cash (11)Whales (13)SEC (18)Macro (12)CEO (10)
Each axis scored 0–20
12M PRICE TARGET CONE+2.7% Base Target
$324 Bull$211 Base$164 Bear
📬 FREE TWLO RATING-CHANGE & BRIEFING ALERTSManage / Unsubscribe
WHALE OPTIONS SNAPSHOT: — (No Active Options Snapshot on file for TWLO)Realized 20D OHLCV Swing Band: ±12.3%
Deterministic 5-Pillar Attribution (64/100 Composite)
🔍 WHY TWLO SCORES 64/100 (C) — TOP 3 DRIVERS2 Bullish Pillars + #1 Risk Drag
▲ #1 Bullish Driver: SEC 10-K Forensic Risk+18/20 pts (28% of score)

Altman Z-Score 11.14 (FORTRESS SAFE (>3.0)) • Piotroski F-Score 9/9

▲ #2 Bullish Driver: Whale & Options Positioning+13/20 pts (20% of score)

20D Institutional Volume Accumulation (±12.3% realized swing band)

▼ #1 Drag / Risk Factor: Insider Conviction & Share Dilution10/20 pts (-10 pt drag)

Cannibal Buyback (-0.68% YoY Shares) & executive Form 4 sales trim 10 pts from alignment

📈 PAST 4 QUARTERS RQD vs SUBSEQUENT RETURNQ1 → Q2 → Q3 → Current
Q1 (-3Q)
72
Grade B$281.59-8.1% Next Q
Q2 (-2Q)
69
Grade B-$258.69-1.6% Next Q
Q3 (-1Q)
67
Grade B-$254.56-19.5% Next Q
Current
64
Grade C$205.03+1.1% Hist 90D α
Trajectory: B (72) → C (64)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 TWLO Bull Thesis Could Fail

Gideon Ashmere Forensic Desk →

Even with a 64/100 (C) score, TWLO faces multiple-compression risk if current valuation multiples 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

Dilution & Margin Drag: Cannibal Buyback (-0.68% YoY Shares) — any gross margin slip below 46.4% triggers an automatic RQD downgrade.

⚠️ Forensic Kill-Switch #3

Technical & Forensic Kill-Switch: A daily close below the 50D SMA ($257.34) or 200D SMA ($189.99) invalidates the momentum regime and cuts Target Base ($210.57) toward Bear Floor ($164.24).

🎲 LIVE PREDICTION MARKET ODDS TIED TO $TWLO• $4.8M Crowd Pool • Kalshi / Polymarket Composite
Contract: “TWLO Beats Next Quarterly Revenue & EPS Consensus + Hyperscaler AI CapEx Holds Record Pace”
RSI-14 MOMENTUMNEUTRAL RANGE
45.230 Oversold · 70 Hot
ALTMAN-Z SHIELDFORTRESS SAFE (>3.0)
11.14>3.0 Fortress Safe
PIOTROSKI F-SCOREHIGH QUALITY (7–9)
9 / 99-Pt Accounting
52-WEEK LASER RANGE49% OF RANGE
L: $105$205.03H: $308
1. Money & Cash Health● MIXED
Are profits real cash in the bank?

Decent core business (49% profit margin), though cash flow growth is moderate rather than explosive right now.

Factor Grade: D+RQD 11 / 20
2. Big Money & Insiders● NEUTRAL
Are whales & executives buying or selling?

Big funds and company insiders are mostly holding steady without aggressive buying or panic selling.

Factor Grade: D+RQD 23 / 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

JEV AI Jury Split (Battleground) on TWLO

Cash & Moat Bull AI
ROIC & Free Cash Flow Model
NEUTRAL (55)

1.6% ROIC with 48.9% gross margin and 2.09% FCF yield.

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

Altman-Z 11.14 and Piotroski 9/9 pass balance-sheet audit.

Whale & Macro Hawk AI
Options Skew, 13F & Fed NetLiq
NEUTRAL (58)

23/40 institutional & smart-money positioning score with 12/20 macro alignment.

Bull Case: Why Buyers Like TWLO
  • ✓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.
ON-DEMAND RQD QUANT WORKSHOP • SPONSORED / PARTNER SPOTLIGHTHosted by Perry Belcher & Roarable Quantitative Research Desk

Scheduled RQD Strong Buys & Whale Accumulation Briefing (TWLO 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
Want Custom AI PineScript / Python Indicators & Priority Rating-Change Alerts?
TWLO // CANDLESTICK & AUTO-TRENDLINE WORKSTATION6M: +8.10%📐 HORIZONTAL RANGE
2026-11-02O $253.8H $253.8L $205.0C $205.0VOL 5.04M
RES: $324.9SUP: $180.0SMA50: $257.3SMA200: $190.0
$321.4$267.4$213.4$159.4$105.4RES $324.9SUP $180.0$205.02026-05-042026-06-172026-08-042026-09-182026-11-02
PRIMARY-SOURCE FORENSICS, SECOND-ORDER LINKS & AI ANALYST DESK

TWLO 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)
48.0%/yr Implied 5Y Growth

vs. +13.7% 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 TWLO today. View full Setup Ledger →

🦋 Documented & Second-Order Butterfly Connections Open Graph →

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

AI Analyst Theses, Washington Policy & Company Video
🎬 No recent verified company-specific video clip queued for TWLO 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 (TWLO)

Technology Rank #176 of 714 ⚔️ RBLX vs TWLO Full Matrix →

1. Head-to-Head Technology Peer Comparison (TWLO vs. RBLX, TTWO, OKTA, CRWV)

Industry: Computer Software: Prepackaged Software (222 Tracked Issuers)

Across 714 tracked Technology securities in the Roarable RQD universe, Twilio Inc. (TWLO) ranks #176 by composite RQD confidence (64/100, grade C) and #78 by equity capitalization ($37.15B). Within this direct 5-issuer industry benchmark cohort, TWLO leads on earnings valuation at N/A trailing P/E, while TWLO leads on capital efficiency and profitability with 1.6% ROIC and 48.9% gross margin. OKTA currently holds the highest overall quantitative score in the immediate peer group at 73/100 (B) compared with TWLO at 64/100 (C).

Ticker / Company Roarable Grade RQD Score Trailing P/E Gross Margin ROIC 1D Change Market Cap Head-to-Head
TWLO ACTIVE
Twilio Inc.
C 64/100 — 48.9% 1.6% -15.24% $37.15B Benchmark Subject
RBLX
Roblox Corporation
D 46/100 — 78.1% -32.5% -18.05% $37.48B /rblx-vs-twlo →
TTWO
Take-Two Interactive Software Inc.
D 48/100 — 57.2% -2.2% -1.66% $36.16B /ttwo-vs-twlo →
OKTA
Okta Inc.
B 73/100 — 77.4% 1.6% -6.14% $38.79B /okta-vs-twlo →
CRWV
CoreWeave Inc.
E 24/100 — 71.7% -0.2% -9.66% $33.50B /crwv-vs-twlo →

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

SEC EDGAR 10-K • FILED 2025-12-31 • CIK 0001447669

In its most recent audited fiscal period (FY2025, filed 2025-12-31), Twilio Inc. (TWLO) reported GAAP revenue of $5.07B (+13.7% vs. FY2024 revenue of $4.46B , and +22.0% cumulative change since FY2023) , GAAP net income of $34.0M, operating cash flow of $1.00B, and free cash flow of $775.2M (+50.3% YoY). On the balance sheet, TWLO closed FY2025 with $9.77B in total assets against $877.2M in total debt (Altman Z-Score: 11.14, Piotroski F-Score: 9/9).

Fiscal Period Filing Date Revenue Net Income Operating Cash Flow Free Cash Flow Total Assets Total Debt
FY2025 (FY) 2025-12-31 $5.07B $34.0M $1.00B $775.2M $9.77B $877.2M
FY2024 (FY) 2024-12-31 $4.46B -$109.0M $716.2M $515.6M $9.87B $860.6M
FY2023 (FY) 2023-12-31 $4.15B -$1.01B $414.8M $227.8M $20.43B $4.78B

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

✓ SCHEMA.ORG FAQPAGE JSON-LD ENABLED

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

As of 2026-11-02, Twilio Inc. (NYSE: TWLO) is rated C (Hold / HOLD) by Roarable's 5-pillar RQD engine with a composite confidence score of 64/100 at a spot price of $205.03 (-15.24% 1D, market cap $37.15B). Pillar breakdown: Fundamental Cash Engine 11/20, Institutional 13F & Options Flow 13/20, Executive Insider Alignment 18/20, FRED Macro Regime Fit 12/20, and SEC Balance-Sheet Forensics 10/20. Across 714 tracked Technology issuers, TWLO ranks #176 in composite RQD confidence.

How does TWLO compare to RBLX and TTWO in the Technology sector?

Within the Technology sector (Computer Software: Prepackaged Software), TWLO carries a Roarable C (64/100 RQD), trailing P/E of N/A, gross margin of 48.9%, and ROIC of 1.6%. By comparison, RBLX (Roblox Corporation) holds a D grade (46/100 RQD, P/E N/A, ROIC -32.5%, cap $37.48B) and TTWO (Take-Two Interactive Software Inc.) posts a D grade (48/100 RQD, P/E N/A, ROIC -2.2%, cap $36.16B). Among the 5-stock peer group, TWLO leads on earnings multiple (N/A) while TWLO leads on capital efficiency (1.6% ROIC).

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

Per TWLO's SEC EDGAR XBRL 10-K filing (FY2025, filed 2025-12-31, CIK 0001447669), Twilio Inc. generated $5.07B in revenue (+13.7% YoY), $34.0M in net income, and $775.2M in free cash flow against $9.77B in total assets and $877.2M in total debt. Key quantitative strengths: Clean SEC annual filing review with no major hidden accounting time-bombs.. 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 TWLO trading relative to its 50-day, 200-day, and 52-week technical levels?

TWLO last traded at $205.03 (-15.24% on volume of 7,345,430 shares), positioning the stock -20.33% below its 50-day simple moving average ($257.34) and +7.92% above its 200-day simple moving average ($189.99). Across its 52-week range of $105.00 to $308.40, TWLO sits at the 49.2% percentile with a 14-day RSI of 45.2 (NEUTRAL RANGE) and an implied next-earnings move of ±12.3% ($179.81 to $230.25).

TWLO Investor FAQ & Complete 8-Part Research Index

100% OPEN ACCESS • SEC EDGAR × CBOE × FRED

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

Twilio Inc. (TWLO) currently earns a Roarable Rating of C (Hold — HOLD) with 64/100 RQD Confidence. Solid 49% profit margin (2% return on capital), mixed timing at current multiples—hold if owned, no rush to chase.

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

TWLO's 12-month base price target is $210.57 (range $164.24 to $323.82), backed by transparent SEC XBRL cash-flow, Form 4 insider, and CBOE options flow analysis.

ROARABLE RATING BRIEF • RQD 64/100 (C) ✓ STAGE-C NUMBER FIREWALL VERIFIED

TWLO — Twilio Inc.: What the Facts Mean to a Prospective Investor

Engine: anthropic/claude-haiku-5.5
As of: 2026-11-02T15:11:48Z

Roarable Rating Brief: What This Means to a Prospective Investor

Per the Roarable RQD rating, TWLO scores 64 out of 100, a letter grade of C, with the verdict "Roarable Hold — Fair / Balanced Risk-Reward." The five pillars are:

  • Fundamental Cash Engine: 11 / 20. The pillar is anchored by ROIC of 1.6% and a FCF yield of 2.09%. Per the market data, these returns are thin, which limits upside from the cash-generation side and means the valuation rests more heavily on future growth than on present returns.
  • Whale 13F Flow: 13 / 20. The rating describes institutional accumulation and options positioning. The source data does not provide the underlying 13F holder figures, so the score is best read as a positive but not decisive signal.
  • Insider Conviction: 10 / 20. The rating references SEC Form 4 and Congressional PTR cluster flow. The source data does not itemize these transactions, so the score reflects moderate rather than strong insider-level confidence.
  • Macro Regime Fit: 12 / 20. Per the market data, beta is 1.16, meaning the stock has been more volatile than the broader market. Investors should expect amplified moves in both directions during market swings.
  • Forensic Balance Sheet: 18 / 20. This is the strongest pillar, supported by Altman Z 11.14, Piotroski F 9/9, and Debt/Equity 0.1. Per the RQD rating, the balance sheet is a clear source of resilience.

Taken together, the investor implication is a trade-off. The balance sheet provides downside cushion, while the valuation is demanding: EV/EBITDA of 95 and a 3.1% operating margin mean that earnings expansion, not current profitability, is what must justify the price. The stock fell 4.68% on the reporting day per the market data, and it trades in a 52-week range of $105 – $308.4, a wide band that reflects significant sentiment swings.

Financial Trend

PeriodRevenueOperating IncomeNet IncomeEPSFCFCashDebt
FY 2025$5067.2M$157.8M$34.0MN/A$775.2M$682.3M$877.2M
FY 2024$4458.0M$-53.7M$-109.0MN/A$515.6M$421.3M$860.6M
FY 2023$4153.9M$-876.5M$-1015.0MN/A$227.8MN/A$4781.2M

Per the SEC financials, revenue grew from $4153.9M in FY 2023 to $5067.2M in FY 2025, and the company moved from an operating loss in FY 2024 to a positive operating income of $157.8M in FY 2025. Per the market data, net margin is 0.7% and operating margin is 3.1%, and ROIC is 1.6%. Per the RQD rating, the Altman Z-Score is 11.14 and the Piotroski F-Score is 9/9, with Debt/Equity of 0.1. Debt has fallen from $4781.2M in FY 2023 to $877.2M in FY 2025 while cash rose to $682.3M.

Recent Catalysts & News Wire Analysis

  • Earnings reaction (CATALYST, GREEN): An IBD headline reports that earnings topped estimates, while shares fell on slowing organic growth.
  • Large-cap index status (MARKET WIRE, YELLOW): A Yahoo Finance piece addresses the stock's new big-cap index status.
  • Underperformance (RISK WATCH, RED): A Yahoo Finance piece reports the stock suffered a larger drop than the general market.
  • General market wire (YELLOW): Multiple Yahoo Finance, Motley Fool, and related wire items cover price moves and institutional positioning without additional quantified detail.

Per the Butterfly Supply-Chain Graph, the supply chain is recorded as NONE, with no butterfly links and no proprietary signals.

Open Questions

  • What are Twilio's product lines, customer mix, and revenue model? The source data does not describe the business beyond its industry classification.
  • What is the forward earnings outlook? Forward P/E and EPS are not provided, so the valuation cannot be tested against expected earnings.
  • What drove the organic-growth slowdown referenced in the earnings coverage, and is it expected to continue?
  • Who are the institutional and insider holders, and what are the sizes and timing of their positions? Holder data is absent.
  • How does the 95x EV/EBITDA compare with peers and with the company's own history? No comparables are provided.

TWLO Live News Feed, Press Releases & Catalyst Wire

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

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

TWLO Bull vs. Bear Conversation Board — What's Your Call at $205.03?

🐂 50% BULLISH CONVICTION COMMUNITY TUG-OF-WAR ON TWLO 🐻 50% BEARISH CONVICTION
1. Pick Your Side on TWLO:
💡 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: $261.25 (+8.0%)
📌 Pinned Debate

🔥 Official Bull vs. Bear Debate: Is TWLO (C • RQD 64/100) a Buy at $241.90?

Welcome to the TWLO (Twilio Inc.) Roar Pit. Current RQD Composite is 64/100 (Roarable Hold — Fair / Balanced Risk-Reward) in Computer Software: Prepackaged Software. Bulls point to operating leverage and sector positioning, while bears focus on macro rate sensitivity and margin execution. Pick your side (🐂 Bull or 🐻 Bear) and drop your price target below.

RI RiskArb_Desk Forensic Accounting Watch 🐻 BEARISH 🎯 Target: $193.52 (-20.0%)
Spot @ $241.90

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

Everyone in here is repeating the bull case on TWLO, but look at what you are paying: current EV/EBITDA multiples with 48.9% gross margins. Unless Twilio 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.

MI MidwestValue Verified K Arena Trader 🐂 BULLISH 🎯 Target: $285.44 (+18.0%)
Spot @ $241.90

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

Looking at the 5-pillar RQD breakdown on TWLO, the market is fixating on short-term headline noise in Computer Software: Prepackaged Software and ignoring the balance sheet and cash flow trajectory. At $241.90 (52-wk range $105.00 - $308.40), any beat on forward guidance forces shorts and underweight funds to chase.

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