ROARABLE // PRO
GLOBAL DESKS // NYC --:--:-- NYSE
US TAPE
ROAR ▸
COMP <GO>

REFR vs CAT // GROSS PROFIT MARGIN

Research Frontiers Incorporated (NASDAQ) VS. Caterpillar Inc. (NYSE) • 15-METRIC TALLY: REFR 0 — CAT 9
■ METRIC PARITY
15-METRIC INSTITUTIONAL SIDE-BY-SIDE SCORECARD (REFR VS. CAT) EMERALD CELL = QUANTITATIVE EDGE
INSTITUTIONAL METRIC REFR CAT SPREAD (A - B) ADVANTAGE DEDICATED URL
Gross Profit Margin ACTIVE — 82.20% — TIE /gross-margins <GO>
Return on Invested Capital (ROIC) -35.00% 21.15% -56.15 CAT /roic <GO>
EV/EBITDA & P/E Valuation — 20.9x — TIE /valuation <GO>
Free Cash Flow Yield -10.03% 3.74% -13.77 CAT /fcf-yield <GO>
Operating Margin -60.00% 17.52% -77.52 CAT /operating-margins <GO>
Net Profit Margin -60.00% 14.51% -74.51 CAT /net-margins <GO>
Revenue Growth (YoY) -16.00% 18.36% -34.36 CAT /revenue-growth <GO>
Dividend Yield & FCF Payout Safety 0.00% 1.05% -1.05 CAT /dividend-safety <GO>
Altman Z-Score & Debt/Equity — 4.34 — TIE /balance-sheet <GO>
Piotroski F-Score Quality 2/9 5/9 -3.00 CAT /piotroski-score <GO>
Options Implied Move & Put/Call Skew — 8.46% — TIE /options-implied-move <GO>
RSI-14 & 200D SMA Momentum 29.5 33.5 -3.98 CAT /rsi-technicals <GO>
10Y Yield & FRED Macro Beta — 1.02 — TIE /macro-sensitivity <GO>
Forward P/E Multiple — 26.0x — TIE /forward-pe <GO>
Enterprise Scale & Market Cap $13.3M $297.59B -$297.58B CAT /market-cap <GO>
5-YEAR HISTORICAL XBRL REVENUE & MARGIN TRAJECTORY SEC FORM 10-K FY
FISCAL YEAR REFR REV CAT REV REFR GROSS % CAT GROSS % REFR FCF CAT FCF
FY 2025 $1.1M $67.59B — 99.9% -$1.3M $8.92B
FY 2024 $1.3M $64.81B — 100.0% -$790.4K $10.05B
FY 2023 $909.6K $67.06B — 99.8% -$2.3M $11.29B
FY 2022 — $59.43B — 99.3% — $6.47B
FY 2021 — $50.97B — 30.3% — $6.11B
FRED MACRO REGIME CORRELATION COMPARISON PEARSON r
REFR // BETA —
CAT // BETA 1.02