IO Biotech, Inc.

Where It Passes

Where It Falls Short

• Valuation0% pass✓ 8✗ 20▾

  No clean pass — all 13 investors flag at least one valuation criterion

  Price / 3-yr avg EPS

  ✗Graham<= 15x

  Price-to-Book Ratio0.0x

  ✓Graham<= 1.5x

  P/E x P/B

  ✗Graham<= 22.5

  Basic earnings-growth PEG (dividends excluded)

  ✗Lynch< 1.0 (ideally < 0.5)

  EBIT / Enterprise ValueN/A (EV <= 0)

  ✗Greenblatt> 10%

  Earnings Yield + ROC AssessmentEY=N/A (EV <= 0), ROC=N/A (invested capital <= 0)

  ✗GreenblattBoth EY > 10% and ROC > 25%

  Price / EPS

  ✗Dreman< 12x✗Templeton< 12x (fixed ceiling; proxy for the market's cheapest 40%)

  Price / (CFO / Shares)N/A (negative CFPS)

  ✗Dreman< 8x

  Price / Book Value per Share0.0x

  ✓Dreman< 1.2x✓Templeton< 1.5x✓SchlossP/B <= 0.80x (app cutoff)

  Valuation ReasonablenessOE Yield=-1445562.9%

  ✗MungerP/E < 25 or Owner Earnings Yield > 5%

  P/E or FCF YieldFCF Yield=-1145273.8%

  ✗PabraiP/E < 15 or FCF Yield > 10%

  P/B or P/E vs. Historical AverageP/B=0.0x

  ✓MarksP/E < 15 or P/B < 2.0

  Discount to Intrinsic ValueN/A (negative normalized EPS)

  ✗Marks>= 20% below intrinsic value

  Price / FCF per ShareN/A (negative FCF)

  ✗Ackman<= 25

  Price vs. Trailing Low100% of trailing low ($0.00)

  ✓Templeton<= 120% of trailing low (certified split-adjusted live window)

  Net income / market capitalization-1228092.86%; #6323/6340 (top 99.7%)

  ✗AsnessTop 30% of eligible cross-section✗OshaughnessyTop 10% of eligible cross-section

  Positive book equity / market capitalization+126.6333; #47/6449 (top 0.7%)

  ✓AsnessTop 30% of eligible cross-section

  Price / Diluted EPS

  ✗NeffP/E <= 15x (app proxy for a P/E 40%-60% below the market)

  (EPS CAGR % + Dividend Yield %) / P/E

  ✗Neff> 0.7 (Neff's published traditional edge)

  Price / Tangible Book Value per Share0.00x

  ✓SchlossP/TBV <= 1.00x (app cutoff)

  Book Value per Share Change

  ✗SchlossLatest BVPS >= earliest BVPS over >= 3 years (app rule)

  Revenue / market capitalization

  ✗OshaughnessyTop 10% of eligible cross-section

  (Operating cash flow - capex) / market capitalization-1126841.81%; #4511/4519 (top 99.8%)

  ✗OshaughnessyTop 10% of eligible cross-section

  Trailing six-month price return through the evaluation date-97.06%; #6085/6202 (top 98.1%)

  ✗OshaughnessyTop 10% of eligible cross-section
• Cash Flow0% pass✓ 1✗ 11▾

  No clean pass — all 10 investors flag at least one cash flow criterion

  Free Cash Flow Proxy$-95.2M

  ✗BuffettPositive and growing

  FCF Positive and Growing$-82.4M

  ✗LynchPositive and growing

  Operating Cash Flow$-82.3M

  ✗PiotroskiCFO > 0

  (CFO / Total Assets) vs ROACFO/Assets=-121.64%, ROA=-141.05%

  ✓PiotroskiCFO/Assets > ROA

  Price / (CFO / Shares)N/A (negative CFPS)

  ✗Dreman< 8x

  P/E or FCF YieldFCF Yield=-1145273.8%

  ✗PabraiP/E < 15 or FCF Yield > 10%

  FCF Positive0/4 years FCF positive

  ✗MarksPositive FCF in majority of recent years

  (OCF - CapEx) / Market Cap-1230477.8%

  ✗Ackman>= 4%

  Price / FCF per ShareN/A (negative FCF)

  ✗Ackman<= 25

  Positive Operating Cash Flow frequency0/5 years positive

  ✗SleepPositive OCF in >= 70% of available years

  Operating Cash Flow - Capital Expenditures$-81.1M

  ✗Neff> $0 (app proxy for a strong fundamental case)

  (Operating cash flow - capex) / market capitalization-1126841.81%; #4511/4519 (top 99.8%)

  ✗OshaughnessyTop 10% of eligible cross-section
• Growth0% pass✓ 2✗ 11▾

  No clean pass — all 8 investors flag at least one growth criterion

  EPS Growth (3-yr avg, 10-yr window)N/A (negative base EPS)

  ✗Graham>= 33% growth

  Basic earnings-growth PEG (dividends excluded)

  ✗Lynch< 1.0 (ideally < 0.5)

  3-5 Year EPS CAGR

  ✗Lynch15-30% (Fast Grower); > 0% to pass

  Inventory Growth vs Revenue GrowthN/A (no inventory)

  ✓LynchInventory growth < Revenue growth

  EPS Growth Direction$-82.36 (2020) -> $-1.45 (2024)

  ✗DremanPositive over recent years

  EPS CAGR

  ✗Dreman> 5% annualized

  Positive Net Income Frequency0/5 years positive

  ✗MarksPositive net income in >= 7 of last 10 years

  3yr Median Revenue Growth

  ✗Ackman>= 5%

  Positive EPS Growth Frequency4/4 years with positive EPS growth

  ✓AckmanPositive EPS growth in >= 3 of last 5 years

  5-Year EPS CAGR

  ✗Templeton> 0% (5-year EPS CAGR)

  Revenue growth vs. gross and operating margin trend

  ✗SleepRevenue rising; gross margin flat or falling; operating margin holding

  5-year Revenue CAGR

  ✗SleepCAGR > 7%

  3-5 Year Diluted EPS CAGR

  ✗Neff7%-20% annualized
• Verdicts0% pass✗ 14▾

  Split decision: 14 FAIL · 2 NEUTRAL

  Overall verdict

  ✗GrahamFAIL (3/9)✗BuffettFAIL (0/9)✗LynchFAIL (2/7)•GreenblattNot ranked✗PiotroskiFAIL (F-Score 3)✗DremanFAIL (2/11)✗MungerFAIL (0/4)✗PabraiFAIL (1/3)✗AkreFAIL (0/6)✗MarksFAIL (1/5)✗AckmanFAIL (1/9)✗TempletonFAIL (3/8)✗SleepFAIL (1/6)•AsnessNEUTRAL (Not ranked)✗NeffFAIL (0/6)✗SchlossFAIL (3/7)•OshaughnessyNEUTRAL (Not ranked)
• Profitability6% pass✓ 2✗ 33▾

  15 of 16 flag IOBTQ's profitability — Graham, Buffett, Lynch +12 more

  Positive EPS (10 years)0/6 years positive

  ✗GrahamPositive EPS every year for 10 years

  EPS Growth (3-yr avg, 10-yr window)N/A (negative base EPS)

  ✗Graham>= 33% growth

  Net Income Positive (10+ years)0/6 years positive

  ✗BuffettPositive every year for 10+ years

  ROE (up to 5-year arithmetic mean)-87.8%

  ✗Buffett> 15% arithmetic mean (app rule)

  Operating Margin (10-yr trend)

  ✗BuffettStable or rising over 10 years

  Free Cash Flow Proxy$-95.2M

  ✗BuffettPositive and growing

  Earnings Variance (10-yr CoV)N/A (negative mean EPS)

  ✗BuffettCoV < 0.3

  Retained Earnings Effectiveness

  ✗Buffett$1 retained -> > $1 market value created

  Basic earnings-growth PEG (dividends excluded)

  ✗Lynch< 1.0 (ideally < 0.5)

  3-5 Year EPS CAGR

  ✗Lynch15-30% (Fast Grower); > 0% to pass

  ROE-9698.0%

  ✗Lynch> 15%

  EBIT / Enterprise ValueN/A (EV <= 0)

  ✗Greenblatt> 10%

  Earnings Yield + ROC AssessmentEY=N/A (EV <= 0), ROC=N/A (invested capital <= 0)

  ✗GreenblattBoth EY > 10% and ROC > 25%

  Net Income / Total Assets-141.05%

  ✗PiotroskiROA > 0

  ROA Change YoY-57.12% -> -141.05% (delta: -83.94%)

  ✗PiotroskiCurrent ROA > Prior ROA

  (CFO / Total Assets) vs ROACFO/Assets=-121.64%, ROA=-141.05%

  ✓PiotroskiCFO/Assets > ROA

  Gross Margin Change YoY

  ✗PiotroskiImproved YoY

  Pre-Tax Income / Revenue

  ✗Dreman>= 8%

  Net Income / Shareholders' Equity-9698.0%

  ✗Dreman> 12%

  Margin of SafetyP/B=0.0x

  ✓PabraiP/B < 1.5 or P/E < 15

  Return on Equity-106.4% (3-yr avg)

  ✗AkreROE > 20% (3-year avg)

  Discount to Intrinsic ValueN/A (negative normalized EPS)

  ✗Marks>= 20% below intrinsic value

  Positive Net Income Frequency0/5 years positive

  ✗MarksPositive net income in >= 7 of last 10 years

  Operating Income / Revenue

  ✗Ackman>= 15%

  Net Income / Shareholders Equity-9698.0%

  ✗Ackman>= 15%

  5-Year EPS CAGR

  ✗Templeton> 0% (5-year EPS CAGR)

  Operating Margin Trend

  ✗TempletonNon-negative operating-margin trend over 3 years

  Revenue growth vs. gross and operating margin trend

  ✗SleepRevenue rising; gross margin flat or falling; operating margin holding

  Net income / market capitalization-1228092.86%; #6323/6340 (top 99.7%)

  ✗AsnessTop 30% of eligible cross-section✗OshaughnessyTop 10% of eligible cross-section

  Gross profit / total assets

  ✗AsnessTop 30% of eligible cross-section

  Net income / positive book equity-9698.02%; #5219/5226 (top 99.9%)

  ✗AsnessTop 30% of eligible cross-section

  Negative 5-year standard deviation of ROA-0.6914; #5121/5884 (top 87.0%)

  ✗AsnessTop 30% of eligible cross-section

  3-5 Year Diluted EPS CAGR

  ✗Neff7%-20% annualized

  Positive Diluted-EPS Years0/5 years positive

  ✗Schloss>= 70% positive over 5-10 observed years (app rule)
• Debt & Leverage17% pass✓ 5✗ 10▾

  10 of 12 flag IOBTQ's debt & leverage — Buffett, Lynch, Dreman +7 more

  LT Debt vs Net Current AssetsLT Debt $16.7M vs NCA $18.5M

  ✓GrahamLT Debt <= Net Current Assets

  Debt/Equity & Interest CoverageD/E: 0.00, IC: N/A

  ✗BuffettD/E < 0.5 AND Interest Coverage > 5x

  Total Debt / Equity18.29

  ✗Lynch< 0.33

  Cash - Long-term Debt$14.0M

  ✓LynchPositive preferred

  LT Debt / Total Assets Change0.00% -> 0.00%

  ✓PiotroskiDecreased YoY

  Current Assets / Current Liabilities2.01

  ✓Dreman> 1.5✓SchlossCurrent ratio >= 1.50x (app cutoff)

  Total Debt / Shareholders' Equity18.29

  ✗Dreman< 0.8✗Templeton< 1.0 (fixed cap; proxy for below-sector-median leverage)✗SchlossD/E < 1.00x

  Debt Levels18.29

  ✗MungerDebt/Equity < 0.5✗AkreDebt/Equity < 0.3

  Interest Coverage & Debt/EBITDA

  ✗MarksInterest Coverage > 3x; Debt/EBITDA < 4x

  Total Debt / Shareholders Equity18.29

  ✗Ackman<= 1.0

  Negative debt-to-equity (higher means less debt)-18.2920; #4180/4210 (top 99.3%)

  ✗AsnessTop 30% of eligible cross-section
• Efficiency25% pass✓ 2✗ 9▾

  6 of 8 flag IOBTQ's efficiency — Buffett, Greenblatt, Piotroski +3 more

  Current Ratio2.01

  ✓Graham>= 2.0

  ROIC (3-5 yr avg)

  ✗Buffett> 10%

  ROIC - WACC

  ✗BuffettPositive (WACC = 10%)

  EBIT / (NWC + Net Fixed Assets)N/A (invested capital <= 0)

  ✗Greenblatt> 25%

  Current Ratio Change YoY9.37 -> 3.33

  ✗PiotroskiIncreased YoY

  Revenue / Total Assets Change YoY

  ✗PiotroskiImproved YoY

  Current Assets / Current Liabilities2.01

  ✓Dreman> 1.5

  Return on Invested Capital-413.8%

  ✗Munger> 15%

  ROIC (high and growing)FY2022: ROIC=unavailable; FY2023: ROIC=unavailable; FY2024: ROIC=-159.9%

  ✗AkreLatest 3 consecutive FYs: ROIC > 15% in each

  Reinvestment Rate x ROICN/A (non-positive net income)

  ✗AkreReinvestment Rate * ROIC > 10%

  ROIC (5-year)0/1 years above 12% (latest -159.9%)

  ✗SleepROIC > 12% in a majority of years