Stock Comparison
APD vs LIN — Which is the Better Buy in 2026?
Side-by-side analysis of fundamentals, valuation, profitability, and quant factors. Data-driven decision, not investment advice.
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Data-Driven Verdict
APD appears stronger on the data
APD edges out LIN, winning 8 of 13 fundamental and quant metrics.
APD wins8/13
LIN wins4/13
Tied / N/A1/13
This verdict reflects a deterministic comparison of fundamental and quant factor data, not investment advice. Always do your own research and consult a financial advisor before making investment decisions.
Side-by-Side Comparison
Gold cells highlight the stronger metric. 13 metrics scored.
| Metric | APD | LIN | Winner |
|---|---|---|---|
P/E RatioLower is better | 29.33x | 33.00x | APD |
P/B RatioLower is better | 3.96x | 5.97x | APD |
ROEHigher is better | 12.35% | 18.23% | LIN |
Operating MarginHigher is better | 23.59% | 28.47% | LIN |
Revenue GrowthHigher is better | 8.80% | 8.20% | APD |
Debt RatioLower is better | 101.61% | 65.64% | LIN |
Dividend YieldHigher is better | 2.60% | 1.29% | APD |
Market Cap | $62.04B | $230.11B | Tie |
Quality FactorHigher is better | 0.643 | 0.800 | LIN |
Value FactorHigher is better | 0.569 | 0.432 | APD |
Momentum FactorHigher is better | 0.850 | 0.400 | APD |
Growth FactorHigher is better | 0.823 | 0.818 | APD |
Composite ScoreHigher is better | 0.689 | 0.613 | APD |
Quant Factor Breakdown
Composite scoring across Quality, Value, Momentum, and Growth (0.0–1.0 scale).
Quality FactorLIN leads
APD
0.643LIN
0.800
Value FactorAPD leads
APD
0.569LIN
0.432
Momentum FactorAPD leads
APD
0.850LIN
0.400
Growth FactorAPD leads
APD
0.823LIN
0.818
Composite ScoreAPD leads
APD
0.689LIN
0.613