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ALTO vs LIN // ALTMAN Z-SCORE & DEBT/EQUITY

Alto Ingredients Inc. (NASDAQ) VS. Linde plc (NASDAQ) • 15-METRIC TALLY: ALTO 1 — LIN 9
▲ ALTMAN Z-SCORE & DEBT/EQUITY LEADER: LIN
balance-sheet
3.93
15-METRIC INSTITUTIONAL SIDE-BY-SIDE SCORECARD (ALTO VS. LIN) EMERALD CELL = QUANTITATIVE EDGE
INSTITUTIONAL METRIC ALTO LIN SPREAD (A - B) ADVANTAGE DEDICATED URL
Gross Profit Margin 3.80% — — TIE /gross-margins <GO>
Return on Invested Capital (ROIC) 2.00% 13.10% -11.10 LIN /roic <GO>
EV/EBITDA & P/E Valuation 28.6x 18.5x +10.10 LIN /valuation <GO>
Free Cash Flow Yield 3.05% 2.19% +0.86 ALTO /fcf-yield <GO>
Operating Margin 0.80% 26.30% -25.50 LIN /operating-margins <GO>
Net Profit Margin 0.00% 20.30% -20.30 LIN /net-margins <GO>
Revenue Growth (YoY) -4.90% 3.00% -7.90 LIN /revenue-growth <GO>
Dividend Yield & FCF Payout Safety 0.00% 1.21% -1.21 LIN /dividend-safety <GO>
Altman Z-Score & Debt/Equity ACTIVE 0.98 3.93 -2.95 LIN /balance-sheet <GO>
Piotroski F-Score Quality 7/9 7/9 0.00 TIE /piotroski-score <GO>
Options Implied Move & Put/Call Skew — — — TIE /options-implied-move <GO>
RSI-14 & 200D SMA Momentum 45.7 56.6 -10.94 LIN /rsi-technicals <GO>
10Y Yield & FRED Macro Beta — 1.01 — TIE /macro-sensitivity <GO>
Forward P/E Multiple — 31.2x — TIE /forward-pe <GO>
Enterprise Scale & Market Cap $283.1M $231.94B -$231.66B LIN /market-cap <GO>
5-YEAR HISTORICAL XBRL REVENUE & MARGIN TRAJECTORY SEC FORM 10-K FY
FISCAL YEAR ALTO REV LIN REV ALTO GROSS % LIN GROSS % ALTO FCF LIN FCF
FY 2025 $917.9M $33.99B 3.8% — $8.6M $5.09B
FY 2024 $965.3M $33.01B 1.0% — -$14.6M $4.93B
FY 2023 $1.22B $32.85B — — $22.0M $7.83B
FRED MACRO REGIME CORRELATION COMPARISON PEARSON r
ALTO // BETA —
LIN // BETA 1.01