Caterpillar Inc CAT Stock Forecast
AI-powered price prediction and analysis for Caterpillar Inc · Alpha · vs marketSwitch to Total
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Key Statistics
About Caterpillar Inc
Caterpillar Inc (CAT) operates within the Technology sector, specifically in the Construction Machinery & Equip industry.
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Where CAT sits on the market map
Construction Machinery & Equip Peers
Companies sharing the same SEC industry code, one row per issuer, largest first - a classification match, not a curated list of competitors.
FAQ
Is Caterpillar Inc a good stock to buy?
Our AI analyzes Caterpillar Inc daily. Check the signal above for the latest recommendation. Always do your own research before investing.
How accurate are Caterpillar Inc predictions?
For CAT, the Spearman rank correlation between our 90-day forecasts and the returns that followed is 30.0%, measured on 358 forecast dates between 2022-08-16 and 2026-08-05 on this stock's own recent history. A rank correlation runs from -100% to +100%: it measures whether higher forecasts were followed by higher returns, and a value near zero or below means the model has shown little skill on this stock. On the 30-day forecasts the same correlation is 18.0%, measured on 400 forecast dates between 2022-08-16 and 2026-10-02. Across our coverage, the out-of-sample test on 4629 stocks from 2025-01-06 to 2026-08-04 produced a positive net return in 92.9% of rebalance periods (factor-neutral book, net of estimated costs). Full backtest report
How often are forecasts updated?
Caterpillar Inc forecasts are refreshed on trading days as the daily model run completes. The forecast on this page was produced on Nov. 3, 2026.
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AI predictions are based on historical patterns and should not be the sole basis for investment decisions. Past performance does not guarantee future results. Always do your own research.