AI Verdict
LIN has stronger fundamentals based on our AI analysis.
LIN vs PPG Fundamental Comparison
| Metric | LIN | PPG |
|---|---|---|
| Revenue | $8.8B | $3.9B |
| Net Income | $1.9B | $382.0M |
| Net Margin | 21.1% | 9.7% |
| ROE | 4.8% | 4.7% |
| ROA | 2.2% | 1.7% |
| Current Ratio | 0.83x | 1.61x |
| Debt/Equity | 0.56x | 0.88x |
| EPS | $3.98 | $1.70 |
Green = Better metric | Red = Weaker metric
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LIN vs PPG: Frequently Asked Questions
Is LIN or PPG the better stock in 2026?
Based on dual AI fundamental analysis (Claude and ChatGPT), LIN has stronger fundamentals. LIN is graded A (75% confidence) while PPG is graded C (74% confidence). This is not investment advice.
How does LIN compare to PPG fundamentally?
LINDE PLC has ROE of 4.8% vs PPG INDUSTRIES INC's 4.7%. Net margins are 21.1% vs 9.7% respectively.
Which stock pays higher dividends, LIN or PPG?
LIN has a dividend yield of N/A or no dividend while PPG has N/A or no dividend. Check individual stock pages for detailed dividend history and payout ratios.
Should I invest in LIN or PPG for long term?
For long-term investing, consider that LIN has a A grade with 75% confidence, while PPG has a C grade with 74% confidence. Higher confidence indicates more consistent fundamentals from SEC filings. This is not investment advice - always do your own research.
What do the AI models say about LIN vs PPG?
Our dual AI system (Claude by Anthropic and ChatGPT by OpenAI) analyzes SEC 10-K and 10-Q filings independently. For LIN vs PPG, the AI consensus favors LIN based on fundamental metrics including revenue growth, profitability, ROE, and balance sheet strength.