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Pony AI Inc. (PONY) — RQD Stock Rating Cockpit

Q: Should I buy, hold, or sell PONY stock right now?

Pony AI Inc. (PONY) currently earns a Roarable Rating of E (Strong Sell — SELL) with 28/100 RQD Confidence. Stretched risk/reward at current multiples (-15% return on capital) under elevated 10-year interest-rate pressure.

Q: What is PONY's 12-month price target and RQD AI Jury consensus?

PONY's 12-month base price target is $4.26 (range $3.32 to $19.74), backed by transparent SEC XBRL cash-flow, Form 4 insider, and CBOE options flow analysis.

$4.92 -2.57% NASDAQ • Live Quote vs Prior Daily Close (Synced Snapshot) EXT / AFTER-HRS: $4.89

Pony AI Inc. (PONY) carries a Roarable Rating of E (Strong Sell) with 28/100 RQD Confidence due to weak cash-flow efficiency and sensitivity to current interest rates. Wait for business cash flow and institutional buying to improve before committing fresh capital.

📊 Historical Track Record Warning: Scores below 50 (28/100 · E) historically underperformed SPY in 71% of rolling 90-day windows →

ROARABLE E • RED ALERT Cap $2.13B

📤 Share Live RQD Speedometer Card: 𝕏 Post Reddit StockTwits ⬇ Live SVG Card

INTERACTIVE SCENARIO DECK:

🛡️ Portfolio Crash X-Ray

EXT / AFTER-HRS: $4.89 (-0.65%)🧬 Dilution Drag (+2.48% YoY Shares)⚙️ Cash Engine: 5/20 (E) • 0% FCF Margin

Verify 90D Bucket Audit →

📊 Historical Track Record Warning: Scores below 50 (28/100 · E) historically underperformed SPY in 71% of rolling 90-day windows (-10.0% avg 90D alpha vs SPY • 29.0% hit rate).

Audit Bucket Track Record →

RQD QUANT TACHOMETERRED ALERT • E

3-of-3 JEV AI Jury Bearish Warning

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 E · Rk D-

Each axis scored 0–20

12M PRICE TARGET CONE-13.4% Base Target

WHALE OPTIONS SNAPSHOT: — (No Active Options Snapshot on file for PONY)Realized 20D OHLCV Swing Band: ±9.8%

Deterministic 5-Pillar Attribution (28/100 Composite)

🔍 WHY PONY SCORES 28/100 (E) — TOP 3 DRIVERS2 Bullish Pillars + #1 Risk Drag

▲ #1 Bullish Driver: SEC 10-K Forensic Risk+8/20 pts (29% of score)

Altman Z-Score 11.57 (FORTRESS SAFE (>3.0)) • Piotroski F-Score 3/9

▲ #2 Bullish Driver: Whale & Options Positioning+6/20 pts (21% of score)

20D Institutional Volume Accumulation (±9.8% realized swing band)

▼ #1 Drag / Risk Factor: Insider Conviction & Share Dilution4/20 pts (-16 pt drag)

Dilution Drag (+2.48% YoY Shares) & executive Form 4 sales trim 16 pts from alignment

📈 PAST 4 QUARTERS RQD vs SUBSEQUENT RETURNQ1 → Q2 → Q3 → Current

Q1 (-3Q)

Grade E$6.04-18.4% Next Q

Q2 (-2Q)

Grade E$4.93+4.3% Next Q

Q3 (-1Q)

Grade E$5.14-4.3% Next Q

Current

Grade E$4.92-10% Hist 90D α

Trajectory: E (36) → E (28)Full Audit →

⚔️ ADVERSARIAL OPPOSING CASE & FORENSIC KILL-SWITCH (WHY THE BULL/BEAR THESIS COULD FAIL)CONTRARIAN TURNAROUND & SHORT-SQUEEZE DOSSIER

⚔️ Adversarial Opposing Case: What Could Spark a PONY Turnaround Squeeze

Gideon Ashmere Forensic Desk →

While PONY currently carries a cautious 28/100 (E) rating due to Insider Conviction & Share Dilution (4/20), shorts face asymmetric squeeze risk if free cash flow inflects or management executes accretive buybacks.

🚀 Contrarian Squeeze Trigger #1

Established market leader in Technology with deep daily trading liquidity.

🚀 Contrarian Squeeze Trigger #2

Options & Short-Covering Gamma: Reclaiming the 50-day SMA ($6.34) and Max Pain ($5.17) forces dealer call-delta covering toward $19.74.

🚀 Contrarian Squeeze Trigger #3

Forensic Repair Trigger: Halting share dilution (Dilution Drag (+2.48% YoY Shares)) or retiring high-cost debt immediately upgrades the SEC 10-K Forensic pillar.

🎲 LIVE PREDICTION MARKET ODDS TIED TO $PONY• $4.8M Crowd Pool • Kalshi / Polymarket Composite

Contract: “PONY Beats Next Quarterly Revenue & EPS Consensus + Hyperscaler AI CapEx Holds Record Pace”

YES 28%NO 72%Trade / Inspect Odds →

RSI-14 MOMENTUMOVERSOLD (<32)

26.630 Oversold · 70 Hot

ALTMAN-Z SHIELDFORTRESS SAFE (>3.0)

11.57>3.0 Fortress Safe

PIOTROSKI F-SCOREWEAK QUALITY (1–4)

3 / 99-Pt Accounting

52-WEEK LASER RANGE3% OF RANGE

L: $5$4.92H: $19

1. Money & Cash Health● WEAK

Are profits real cash in the bank?

Weak cash conversion or heavy valuation strain compared to actual cash earned.

Factor Grade: ERQD 5 / 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: ERQD 9 / 40

3. Hidden Risks & Market Weather● WARNING

SEC fine-print scan & interest-rate fit

High sensitivity to tight interest rates or new risk warnings added to recent SEC annual filings.

Factor Grade: D-RQD 14 / 40

MULTI-MODEL JEV QUANT JURY DELIBERATION

3-of-3 JEV AI Jury Bearish Warning on PONY

Cash & Moat Bull AI

ROIC & Free Cash Flow Model

BEARISH (25)

-15.2% ROIC with 15.7% gross margin and -7.73% FCF yield.

SEC Forensic Auditor AI

10-K Accruals & Altman-Z Guard

BEARISH (40)

Altman-Z 11.57 and Piotroski 3/9 pass balance-sheet audit.

Whale & Macro Hawk AI

Options Skew, 13F & Fed NetLiq

BEARISH (25)

9/40 institutional & smart-money positioning score with 6/20 macro alignment.

Bull Case: Why Buyers Like PONY

✓Established market leader in Technology with deep daily trading liquidity.

Bear Case: What Could Go Wrong

!Company executives have done more routine share selling than personal cash buying lately.
!Sensitive to high interest rates and tighter Federal Reserve market liquidity.
!Recent SEC filings added new risk-factor disclosures that warrant keeping an eye on margins.

ON-DEMAND RQD QUANT WORKSHOP • SPONSORED / PARTNER SPOTLIGHTHosted by Perry Belcher & Roarable Forensic Quant Desk

Red-Light Warning Desk: Spotting SEC Cash-Flow & Dilution Risks Before Downgrades (Featuring PONY)

✓Walkthrough of PONY's RQD Radar, SEC cash-conversion gap & downside invalidation levels
✓3 asymmetric Bear/Hedge frameworks when 10-year Treasury yields stay elevated
✓Includes nightly RQD rating-change & forensic signal email alerts on your tracked stocks

RQD INSIDER CLUB WAITLIST$49/YR PLANNED

Want Custom AI PineScript / Python Indicators & Priority Rating-Change Alerts?

Join Founding VIP Waitlist (No Card Required) →$100K Arena

PONY // CANDLESTICK & AUTO-TRENDLINE WORKSTATION6M: -50.15%▼ DESCENDING CHANNEL

2026-10-30O $4.78H $4.92L $4.54C $4.92VOL 4.76M

RES: $6.41SUP: $2.92SMA50: $6.34SMA200: $9.25

PRIMARY-SOURCE FORENSICS, SECOND-ORDER LINKS & AI ANALYST DESK

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

🦋 PONY Butterfly Map → + Track PONY →

Share Count & Dilution Monitor (#25)

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

Reverse-DCF Expectations Hurdle (#30)

8.0%/yr Implied 5Y Growth

vs. +20.0% 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 PONY today. View full Setup Ledger →

🦋 Documented & Second-Order Butterfly Connections Open Graph →

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

AI Analyst Theses, Washington Policy & Company Video

🎬 No recent verified company-specific video clip queued for PONY 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 (PONY)

Technology Rank #682 of 714 ⚔️ INFQ vs PONY Full Matrix →

1. Head-to-Head Technology Peer Comparison (PONY vs. INFQ, STNE, RAMP, ATHM)

Industry: EDP Services (163 Tracked Issuers)

Across 714 tracked Technology securities in the Roarable RQD universe, Pony AI Inc. (PONY) ranks #682 by composite RQD confidence (28/100, grade E) and #285 by equity capitalization ($2.13B). Within this direct 5-issuer industry benchmark cohort, ATHM leads on earnings valuation at 11.3x trailing P/E, while RAMP leads on capital efficiency and profitability with 11.6% ROIC and 70.7% gross margin. ATHM currently holds the highest overall quantitative score in the immediate peer group at 63/100 (C) compared with PONY at 28/100 (E).

Ticker / Company	Roarable Grade	RQD Score	Trailing P/E	Gross Margin	ROIC	1D Change	Market Cap	Head-to-Head
PONY ACTIVE Pony AI Inc.	E	28/100	—	15.7%	-15.2%	-2.57%	$2.13B	Benchmark Subject
INFQ Infleqtion Inc.	D-	38/100	—	36.6%	-26.6%	-2.08%	$2.13B	/infq-vs-pony →
STNE StoneCo Ltd. (Class A)	D+	53/100	—	—	—	-1.11%	$1.97B	/stne-vs-pony →
RAMP LiveRamp Holdings Inc.	D+	57/100	15.9x	70.7%	11.6%	+0.24%	$2.32B	/ramp-vs-pony →
ATHM Autohome Inc. each representing four . (Class A)	C	63/100	11.3x	72.4%	2.9%	+0.55%	$2.33B	/athm-vs-pony →

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

SEC EDGAR 10-K • FILED 2025-12-31 • CIK 0001969302

In its most recent audited fiscal period (FY2025, filed 2025-12-31), Pony AI Inc. (PONY) reported GAAP revenue of $90.0M (+20.0% vs. FY2024 revenue of $75.0M , and +25.2% cumulative change since FY2023) , GAAP net income of -$134.0M, operating cash flow of -$165.0M, and free cash flow of -$165.0M (-48.9% YoY). On the balance sheet, PONY closed FY2025 with $1.81B in total assets against $0 in total debt (Altman Z-Score: 11.57, Piotroski F-Score: 3/9).

Fiscal Period	Filing Date	Revenue	Net Income	Operating Cash Flow	Free Cash Flow	Total Assets	Total Debt
FY2025 (FY)	2025-12-31	$90.0M	-$134.0M	-$165.0M	-$165.0M	$1.81B	—
FY2024 (FY)	2024-12-31	$75.0M	-$274.1M	-$110.8M	-$110.8M	$1.05B	—
FY2023 (FY)	2023-12-31	$71.9M	-$124.8M	-$115.4M	-$115.4M	—	—

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

✓ SCHEMA.ORG FAQPAGE JSON-LD ENABLED

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

As of 2026-11-01, Pony AI Inc. (NASDAQ: PONY) is rated E (Strong Sell / SELL) by Roarable's 5-pillar RQD engine with a composite confidence score of 28/100 at a spot price of $4.92 (-2.57% 1D, market cap $2.13B). Pillar breakdown: Fundamental Cash Engine 5/20, Institutional 13F & Options Flow 6/20, Executive Insider Alignment 8/20, FRED Macro Regime Fit 6/20, and SEC Balance-Sheet Forensics 3/20. Across 714 tracked Technology issuers, PONY ranks #682 in composite RQD confidence.

How does PONY compare to INFQ and STNE in the Technology sector?

Within the Technology sector (EDP Services), PONY carries a Roarable E (28/100 RQD), trailing P/E of N/A, gross margin of 15.7%, and ROIC of -15.2%. By comparison, INFQ (Infleqtion Inc.) holds a D- grade (38/100 RQD, P/E N/A, ROIC -26.6%, cap $2.13B) and STNE (StoneCo Ltd. (Class A)) posts a D+ grade (53/100 RQD, P/E N/A, ROIC —, cap $1.97B). Among the 5-stock peer group, ATHM leads on earnings multiple (11.3x) while RAMP leads on capital efficiency (11.6% ROIC).

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

Per PONY's SEC EDGAR XBRL 10-K filing (FY2025, filed 2025-12-31, CIK 0001969302), Pony AI Inc. generated $90.0M in revenue (+20.0% YoY), -$134.0M in net income, and -$165.0M in free cash flow against $1.81B in total assets and $0 in total debt. Key quantitative strengths: Established market leader in Technology with deep daily trading liquidity.. 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 PONY trading relative to its 50-day, 200-day, and 52-week technical levels?

PONY last traded at $4.92 (-2.57% on volume of 2,526,734 shares), positioning the stock -22.40% below its 50-day simple moving average ($6.34) and -46.81% below its 200-day simple moving average ($9.25). Across its 52-week range of $4.54 to $18.80, PONY sits at the 2.7% percentile with a 14-day RSI of 26.6 (OVERSOLD (<32)) and an implied next-earnings move of ±9.8% ($4.44 to $5.40).

PONY Investor FAQ & Complete 8-Part Research Index

100% OPEN ACCESS • SEC EDGAR × CBOE × FRED

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

Pony AI Inc. (PONY) currently earns a Roarable Rating of E (Strong Sell — SELL) with 28/100 RQD Confidence. Stretched risk/reward at current multiples (-15% return on capital) under elevated 10-year interest-rate pressure.

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

PONY's 12-month base price target is $4.26 (range $3.32 to $19.74), backed by transparent SEC XBRL cash-flow, Form 4 insider, and CBOE options flow analysis.

Direct Sub-Reports: PONY RQD Cockpit PONY 12M Forecast PONY Earnings & Move PONY Dividends & DRIP PONY Insiders & 13F PONY Whale Options PONY Profit Sankey PONY News & Why