PepsiCo (PEP) price forecast

PepsiCo is trading at 143.50. Over the next 4 hours our simulation puts it between 140.88 and 146.56— that's the 10th-to-90th percentile of 20,000 modelled outcomes, so roughly four times in five it should land inside that band. The model puts the odds of finishing higher at 54%. These are probabilities, not predictions of certainty, and the backtest below shows exactly how often the model has been right.

PepsiCo forecast by timeframe

Intraday horizons are free. Longer horizons — 1 day through 5 years — are part of Pro.

How accurate has this model been on PepsiCo?

Every forecast site claims accuracy. Here is ours, measured by walk-forward backtest on data the model never saw during training. Where it has no edge over a naive baseline, we say so.

Backtested on 1925unseen samples. "No edge" means the model was no better than assuming the recent trend continues — an honest result, and a common one.

What the model is saying about PepsiCo

From a current price of about 143.50, the model expects little near-term movement. Over one week it projects roughly 143.35 (–0.1%), with a 10th-to-90th percentile range of about 138 to 149 and a 63% chance of finishing higher. The one-month view is similar at about 142.71 (–0.55%), spanning roughly 132 to 154. The one-year projection drifts lower to about 136 (–5.55%), with only a 40% probability of being up and a wide 103-to-178 range. Reliability is tagged moderate for one week and drops to low and very low further out. The muted outlook fits annualised volatility of 21.29% and a flat trailing month (+0.19%). Critically, the ML model shows no measurable edge: at 1, 7, and 30 days it fails to beat the naive baseline, scoring 51.8% vs 51.7%, 51.6% vs 52.1%, and 53.0% vs 57.5% accuracy. Treat these projections as weak signal. A volatility spike, a sharp momentum break, or shifts that widen the longer-horizon ranges could invalidate this outlook.

How to read this forecast

We don't publish a single price target, because nobody can know one. Instead the engine runs 20,000 simulated futures for PepsiCo and reports the band containing the middle 80% of them — the 10th to 90th percentile. A wide band means genuine uncertainty; a narrow one means the recent range has been calm. The odds higher figure is a calibrated probability: when we say 60%, outcomes of that kind should finish higher about 60 times in 100. Near 50% there is no directional signal at all, and the range itself is the entire forecast.

More depth: what a forecast cone is, how to read a P10–P90 range, and what makes a probability trustworthy. Our public accuracy scorecard shows where the model has an edge — and where it has none.

Other stock forecasts

Forecasts are probabilistic estimates from historical price data, not financial advice. Short-horizon direction has only a small measurable edge; long-horizon numbers reflect drift plus widening uncertainty and should be read as ranges, not targets. Figures update hourly. Coneview provides statistical market information, not financial advice.