AI Verdict
LIN has stronger fundamentals based on our AI analysis.
LIN vs PPG Fundamental Comparison
| Metric | LIN | PPG |
|---|---|---|
| Revenue | $34.0B | $15.9B |
| Net Income | $6.9B | $1.6B |
| Net Margin | 20.3% | 9.9% |
| ROE | 18.0% | 19.8% |
| ROA | 7.9% | 7.1% |
| Current Ratio | 0.88x | 1.62x |
| Debt/Equity | 0.59x | 0.92x |
| EPS | $14.61 | $6.94 |
Green = Better metric | Red = Weaker metric
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LIN vs PPG: Frequently Asked Questions
Is LIN or PPG a better buy in 2026?
Based on dual AI fundamental analysis (Claude and ChatGPT), LIN has stronger fundamentals. LIN is rated BUY (77% confidence) while PPG is rated BUY (76% confidence). This is not investment advice.
How does LIN compare to PPG fundamentally?
LINDE PLC has ROE of 18.0% vs PPG INDUSTRIES INC's 19.8%. Net margins are 20.3% vs 9.9% 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 BUY rating with 77% confidence, while PPG has BUY rating with 76% 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.