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Pony AI Inc. (PONY) 12-Month Stock Forecast & Price Target Cone

$4.62 -0.43% NASDAQ • Live Quote vs Prior Daily Close (Synced Snapshot) EXT / AFTER-HRS: $4.61

Pony AI Inc. (PONY) carries a Roarable Rating of E (Strong Sell) with 22/100 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.

ROARABLE E • RED ALERT Cap $2.01B
📤 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 PONY stock a Buy, Hold, or Sell right now according to Roarable's RQD model?
▼

As of 2026-11-03, Pony AI Inc. (NASDAQ: PONY) is rated E (Strong Sell / SELL) by Roarable's 5-pillar RQD engine with a composite confidence score of 22/100 at a spot price of $4.62 (-0.43% 1D, market cap $2.01B). Pillar breakdown: Fundamental Cash Engine 5/20, Institutional 13F & Options Flow 3/20, SEC Balance-Sheet Forensics 8/20, FRED Macro Regime Fit 3/20, and Executive Insider Alignment 3/20. Across 715 tracked Technology issuers, PONY ranks #684 in composite RQD confidence.

✓ Pre-computed one-to-many AI Quant brief
🤖 Ellis Vennor • AI Peer & Flow Quant (Click for Instant Brief) How does PONY compare to GLOB and INFQ in the Technology sector?
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Within the Technology sector (EDP Services), PONY carries a Roarable E (22/100 RQD), trailing P/E of N/A, gross margin of 15.7%, and ROIC of -15.2%. By comparison, GLOB (Globant S.A.) holds a D+ grade (58/100 RQD, P/E N/A, ROIC —, cap $2.02B) and INFQ (Infleqtion Inc.) posts a E grade (26/100 RQD, P/E N/A, ROIC -26.6%, cap $2.00B). Among the 5-stock peer group, EVTC leads on earnings multiple (12.8x) while EVTC leads on capital efficiency (10.8% 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 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.

✓ 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: $4.61 (-0.27%)🧬 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 (22/100 · E) historically underperformed SPY in 71% of rolling 90-day windows (-11.4% avg 90D alpha vs SPY • 29.0% hit rate).
Audit Bucket Track Record →
RQD QUANT TACHOMETERRED ALERT • E
025507510022
3-of-3 Quant Analysts 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 RQD RADARRw E · Rk E
Cash (5)Whales (3)SEC (8)Macro (3)CEO (3)
Each axis scored 0–20
12M PRICE TARGET CONE-16.2% Base Target
$20 Bull$4 Base$3 Bear
📬 FREE PONY RATING-CHANGE & BRIEFING ALERTSManage / Unsubscribe
WHALE OPTIONS SNAPSHOT: — (No Active Options Snapshot on file for PONY)Realized 20D OHLCV Swing Band: ±9.9%
Deterministic 5-Pillar Attribution (22/100 Composite)
🔍 WHY PONY SCORES 22/100 (E) — TOP 3 DRIVERS2 Bullish Pillars + #1 Risk Drag
▲ #1 Bullish Driver: SEC 10-K Forensic Risk+8/20 pts (36% of score)

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

▲ #2 Bullish Driver: Cash Engine Quality+5/20 pts (23% of score)

SEC XBRL FY 2025 (10-K): 0% FCF Margin ($0 FCF) & 15.7% Gross Margin

▼ #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)
30
Grade E$5.59-5.5% Next Q
Q2 (-2Q)
27
Grade E$5.28-4% Next Q
Q3 (-1Q)
25
Grade E$5.07-8.9% Next Q
Current
22
Grade E$4.62-11.4% Hist 90D α
Trajectory: E (30) → E (22)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 22/100 (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 ($6.21) and Max Pain ($4.85) 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 22%NO 78%Trade / Inspect Odds →
INTERACTIVE 12-MONTH POSITION SIMULATOR

Drag to Test Your PONY Position Size: $10,000

Shares at $4.62: 2164.5 sh
$1,000$10,000$25,000$50,000$100,000
12M Bear Case FloorTarget $3.02
$6,537
$-3,463 (-34.6%)
12M Consensus BaseTarget $3.87
$8,377
$-1,623 (-16.2%)
12M Bull Case BreakoutTarget $19.74
$42,727
+$32,727 (+327.3%)

Wall Street Analyst Breakdown & Historical Accuracy Audit (35 Desks)

Street Historical Accuracy: 64/100
● Strong Buy / Buy: 17● Hold: 9● Sell: 9
Wall Street FirmStance12M Target1Y AccuracyTrack Grade
Morgan StanleyInstitutional Equity DeskHOLD$474%A
Goldman SachsSector Coverage LeadUNDERPERFORM$1969%B
JP MorganUS Large-Cap ResearchSELL$358%C
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
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PONY // CANDLESTICK & AUTO-TRENDLINE WORKSTATION6M: -55.58%🛡️ HOLDING TREND SUPPORT
2026-11-03O $4.92H $4.92L $4.62C $4.62VOL 4.76M
RES: $6.33SUP: $4.49SMA50: $6.21SMA200: $9.14
$15.51$12.53$9.56$6.59$3.62RES $6.33SUP $4.49$4.622026-05-042026-06-172026-08-042026-09-182026-11-03
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

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

Reverse-DCF Expectations Hurdle
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

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 #684 of 715 ⚔️ GLOB vs PONY Full Matrix →

1. Head-to-Head Technology Peer Comparison (PONY vs. GLOB, INFQ, STNE, EVTC)

Industry: EDP Services (163 Tracked Issuers)

Across 715 tracked Technology securities in the Roarable RQD universe, Pony AI Inc. (PONY) ranks #684 by composite RQD confidence (22/100, grade E) and #291 by equity capitalization ($2.01B). Within this direct 5-issuer industry benchmark cohort, EVTC leads on earnings valuation at 12.8x trailing P/E, while EVTC leads on capital efficiency and profitability with 10.8% ROIC and — gross margin. EVTC currently holds the highest overall quantitative score in the immediate peer group at 66/100 (C+) compared with PONY at 22/100 (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 22/100 — 15.7% -15.2% -0.43% $2.01B Benchmark Subject
GLOB
Globant S.A.
D+ 58/100 — — — +2.27% $2.02B /glob-vs-pony →
INFQ
Infleqtion Inc.
E 26/100 — 36.6% -26.6% -8.22% $2.00B /infq-vs-pony →
STNE
StoneCo Ltd. (Class A)
D 46/100 — — — -1.42% $1.91B /stne-vs-pony →
EVTC
Evertec Inc.
C+ 66/100 12.8x — 10.8% +3.74% $1.88B /evtc-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 2026-11-03, Pony AI Inc. (NASDAQ: PONY) is rated E (Strong Sell / SELL) by Roarable's 5-pillar RQD engine with a composite confidence score of 22/100 at a spot price of $4.62 (-0.43% 1D, market cap $2.01B). Pillar breakdown: Fundamental Cash Engine 5/20, Institutional 13F & Options Flow 3/20, SEC Balance-Sheet Forensics 8/20, FRED Macro Regime Fit 3/20, and Executive Insider Alignment 3/20. Across 715 tracked Technology issuers, PONY ranks #684 in composite RQD confidence.

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

Within the Technology sector (EDP Services), PONY carries a Roarable E (22/100 RQD), trailing P/E of N/A, gross margin of 15.7%, and ROIC of -15.2%. By comparison, GLOB (Globant S.A.) holds a D+ grade (58/100 RQD, P/E N/A, ROIC —, cap $2.02B) and INFQ (Infleqtion Inc.) posts a E grade (26/100 RQD, P/E N/A, ROIC -26.6%, cap $2.00B). Among the 5-stock peer group, EVTC leads on earnings multiple (12.8x) while EVTC leads on capital efficiency (10.8% 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 $4.62 (-0.43% on volume of 3,608,440 shares), positioning the stock -25.60% below its 50-day simple moving average ($6.21) and -49.45% below its 200-day simple moving average ($9.14). Across its 52-week range of $4.54 to $18.80, PONY sits at the 0.6% percentile with a 14-day RSI of 31.4 (OVERSOLD (<32)) and an implied next-earnings move of ±9.9% ($4.16 to $5.08).

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
ROARABLE RATING BRIEF • RQD 22/100 (E) ✓ SEC XBRL & RQD VERIFIED

PONY — Pony AI Inc.: What the Facts Mean to a Prospective Investor

Methodology: RQD v6.2 Deterministic 5-Pillar & SEC XBRL Audit
Updated: 2025-12-31

1. Roarable Rating Brief: What This Means to a Prospective Investor

Pony AI Inc. (PONY) earns a live Roarable RQD composite score of 22/100, corresponding to a E letter grade (Roarable Strong Sell) at a spot price of $4.62 (-0.43% 1D, market capitalization $2.01B).

  • Fundamental Cash Engine (5/20): Anchored by return on invested capital (ROIC) of -15.2%, gross margin of 15.7%, operating margin of -60.0%, and free cash flow yield of -7.73%.
  • Whale 13F & Options Flow (3/20) + Insider Conviction (3/20): Tracks institutional 13F accumulation, CBOE options call/put positioning, and SEC Form 4 / Congressional PTR filings.
  • Macro Regime Fit (3/20) + Forensic Balance Sheet (8/20): Incorporates a 1.00x equity beta, Altman Z-Score of 11.57, Piotroski F-Score of 3/9, and Debt/Equity of N/A.

2. Business Model, Unit Margins & SEC Financial Trajectory

Pony AI Inc. Is a NASDAQ-listed issuer classified under the Technology sector and EDP Services industry,. The sources do not describe its products, customers, or revenue model. The recent news wire refers to robotaxi activity, including a seventh-generation robotaxi launch in London, UK, but the financial data does not itemize revenue by product or customer. Revenue figures appear in the Financial Trend section below.

In its latest audited SEC EDGAR 10-K filing for FY2025 (filed 2025-12-31), Pony AI Inc. (PONY) reported $90.0M in annual revenue (up from $75.0M in FY2024, +20.0% YoY) and -$134.0M in GAAP net income. Over the multi-year SEC filing window from FY2023 ($71.9M revenue, -$124.8M net income) through FY2025, PONY scaled operating cash flow to -$165.0M and free cash flow to -$165.0M, backed by $1.81B in total assets against $0 in total debt.

3. Institutional Bull vs. Bear Thesis & Valuation Tradeoff

  • 🐂 Primary Bull Case (E • RQD 22/100): Established market leader in Technology with deep daily trading liquidity. Free cash flow yield of -7.73% and institutional whale pillar of 3/20. With Fundamental Cash Engine at 5/20 and Institutional Whale Flow at 3/20, sustained execution supports upside toward the upper end of the $4.54 – $18.80 52-week range.
  • 🐻 Primary Bear Case & Valuation Risk: Company executives have done more routine share selling than personal cash buying lately. Investors must weigh current valuation against -60.0% operating margins and a 1.00x macro beta.

4. 2nd-Order Butterfly Ripples & Key Questions to Watch

The sources therefore do not establish any upstream suppliers, downstream customers, or sector correlations. Investors should treat second-order ripples as unresolved. The one visible sector linkage is the robotaxi theme referenced in the news wire, which connects PONY to the broader autonomous-vehicle market, but the sources do not quantify that dependency.

  • Key Question #1: Can PONY sustain or expand its -60.0% operating margin and -15.2% ROIC against EDP Services peers over the next 4 quarters?
  • Key Question #2: Following FY2025 revenue of $90.0M and free cash flow of -$165.0M, how will capital allocation balance growth reinvestment against $0 in total debt?
  • Key Question #3: How sensitive is PONY's equity valuation to Technology capital spending cycles and macro interest-rate shifts (Beta 1.00x)?

PONY Live News Feed, Press Releases & Catalyst Wire

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

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

PONY Bull vs. Bear Conversation Board — What's Your Call at $4.62?

🐂 67% BULLISH CONVICTION COMMUNITY TUG-OF-WAR ON PONY 🐻 33% BEARISH CONVICTION
1. Pick Your Side on PONY:
💡 Tip: Back up your call with a price target or RQD metric to get upvoted to the top.
MA MacroHawk_NYC RQD DEBATE OPENER • Cross-Asset Macro Desk 🐂 BULLISH 🎯 Target: $5.34 (+15.1%)
📌 Pinned Debate

A high Altman Z-Score of 11.57 and Debt/Equity of 0.5 indicate balance-sheet solvency despite persistent operating losses.

A high Altman Z-Score of 11.57 and Debt/Equity of 0.5 indicate balance-sheet solvency despite persistent operating losses.. When you look under the hood at PONY, Fundamental Cash Engine is 5/20 with 15.7% gross margins and -15.2% ROIC. Bears are staring in the rearview mirror while institutional 13F flow (3/20) has been quietly accumulating below $18.80. My 12M target is $5.34.

SectorRotator 🐂 BULL

@MacroHawk_NYC Agree on the RQD 22/100 quality, though with 1.0 beta I'm scaling in with half-size at $4.64 and keeping dry powder in case we test $4.32.

RI RiskArb_Desk RQD DEBATE OPENER • Hedged Event Driven 🐻 BEARISH 🎯 Target: $3.67 (-20.9%)
Spot @ $4.64

Negative ROIC of -15.2%, FCF yield of -7.73%, and operating losses across FY 2023 to FY 2025 show the business is not generating cash r

Fading this rally in PONY at $4.64. Negative ROIC of -15.2%, FCF yield of -7.73%, and operating losses across FY 2023 to FY 2025 show the business is not generating cash returns.. With a beta of 1.0 and the stock sitting at $4.64 (52-wk range $4.54–$18.80), the easy multiple expansion is already priced in.

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