Caterpillar Inc. (CAT) stock forecast — our track record

Lyra published 14 CAT stock forecasts starting on August 14, 2025. Every prediction used the short term (0 to 3 months) horizon. Each forecast was published before its outcome was known, then closed and scored after its full evaluation window ended. The final window ended on April 13, 2026, so every call in this history had a complete result rather than an outcome still in progress.

All 14 predictions reached their targets, and none of them missed. The average success score was 100%. The calls also had an average peak gain of 33.3% during their evaluation windows. Results were consistent across the only horizon used: the 14 short-term forecasts had an average score of 100%. There were no medium-term or long-term calls in the history, so the results did not support a comparison between different horizons.

The best call was published on August 14, 2025. It predicted 13% growth, reached its target in 35 days, and the stock rose as much as 45.3% during the evaluation window. The worst call was published on January 13, 2026, though it still received a 100% score. It predicted 8% growth, reached its target in 20 days, and the stock rose as much as 24.9% during the window. The track record was perfect across all 14 completed forecasts.