AI-generated price forecast for Caterpillar (CAT) across 1-hour, 4-hour, daily and weekly horizons — updated continuously, with a public accuracy track record.
As of August 2026: K3vl4r's AI model currently reads CAT as 2/3 bearish across its horizons (1 of 3 timeframes pointing up), with a last price of 887.00. Measured over its last 350 resolved daily forecasts (45-day window), the model's direction call on CAT was correct 79% of the time. See our public, auditable track record →
Last price
887.00
AI outlook
2/3 bearish
Timeframes up
1 / 3
Measured daily accuracy
79%
350 resolved forecasts · 45d window
| Horizon | Direction | Projected move (end of horizon) | Bullish prob. |
|---|---|---|---|
| 1-hour~4 weeks out | ▲ Up | +10.19% | — |
| 4-hour~3 months out | ▼ Down | -28.77% | — |
| Daily~4 months out | ▼ Down | -38.46% | — |
| Weekly~1.9 years out | — | — | — |
From the market-news feed the forecasts are read against.
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K3vl4r's AI model currently reads CAT as 2/3 bearish — 1 of 3 forecast horizons point up, so the overall read is leaning to the downside. This is a model-generated forecast for information only — not investment advice, and forecasts may be inaccurate.
Measured over its last 350 resolved daily forecasts (45-day window), the model's direction call on CAT was correct 79% of the time. Measured over its last 36 resolved weekly forecasts (90-day window), the model's direction call on CAT was correct 86% of the time. Accuracy is recomputed continuously against resolved outcomes and varies by symbol, horizon and market regime; past accuracy does not guarantee future results. This is a model-generated forecast for information only — not investment advice, and forecasts may be inaccurate.
K3vl4r's model projects CAT toward $883.57 over the next ~4 weeks, a +0.1% move from $882.67. Projections update continuously as new data arrives and are inherently uncertain. This is a model-generated forecast for information only — not investment advice, and forecasts may be inaccurate.
Over its longest horizon (~~4 months), the model's projected target for CAT is $880.06 (-0.4% vs $883.46). Confidence decreases the further out the horizon, so treat longer-range targets as one scenario, not a guarantee. This is a model-generated forecast for information only — not investment advice, and forecasts may be inaccurate.
Part of Industrials forecasts — browse the full sector.
Or see the full CAT price prediction (2027–2040), or the forecast for today, tomorrow and this week.
Curious how this is generated? Read how K3vl4r forecasts — the model, the confidence bands, and what we deliberately do not claim.
K3vl4r publishes a public, auditable track record of its Daily Top Picks — see the live results.
Forecasts are model-generated estimates for informational purposes only and are not financial advice. Markets are risky; past accuracy does not guarantee future results. See our Risk Disclosure.