These figures are computed from 15 years of actual monthly closing prices. Past seasonal patterns are not a guarantee of future performance. See our methodology for how this is calculated, or visit the Academy to learn how to read seasonal data responsibly.
Caterpillar seasonality — common questions
What is Caterpillar's best month historically?
Historically, October has been Caterpillar's strongest month, averaging +5.71% with a 67% win rate over 15 years of data. May has been the weakest at -1.34%.
Is Caterpillar seasonal?
Caterpillar shows a measurable seasonal pattern: its best and worst months differ by 7.05 percentage points on average. These figures come from 15 years of real monthly closing prices. Seasonality is a historical tendency, not a prediction.
How does Caterpillar historically perform in August?
Caterpillar is currently in August, which has historically averaged -0.13% with a 50% win rate. That is a historically neutral window.
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