Apple (AAPL) price forecast
Apple is trading at 342.37. Over the next 4 hours our simulation puts it between 334.04 and 350.08— 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 odds of finishing higher are near a coin toss, so the model claims no directional signal here — the range is the whole forecast. These are probabilities, not predictions of certainty, and the backtest below shows exactly how often the model has been right.
Price history & forecast cone — 10th–90th percentile of 20,000 simulated futures
Apple forecast by timeframe
| Timeframe | Likely range | Midpoint | Odds higher |
|---|---|---|---|
| 5 Minutes | 340.81 – 343.77 | 342.37 | 50% |
| 15 Minutes | 339.65 – 344.83 | 342.37 | 50% |
| 1 Hour | 338.16 – 346.20 | 342.38 | 50% |
| 4 Hours | 334.04 – 350.08 | 342.42 | 50% |
| 30 Minutes | Available on Pro → | ||
| 1 Day | Available on Pro → | ||
| 1 Week | Available on Pro → | ||
| 1 Month | Available on Pro → | ||
| 6 Months | Available on Pro → | ||
| 1 Year | Available on Pro → | ||
| 5 Years | Available on Pro → | ||
Intraday horizons are free. Longer horizons — 1 day through 5 years — are part of Pro.
How accurate has this model been on Apple?
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.
| Horizon | Directional accuracy | Baseline | Edge | Verdict |
|---|---|---|---|---|
| 1-day | 53.2% | 53.4% | -0.2% | no edge |
| 7-day | 58.0% | 58.0% | -0.1% | no edge |
| 30-day | 61.1% | 63.5% | -2.4% | no edge |
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 Apple
Over the next week the model puts the odds of AAPL rising at 60%, with a likely range of 327.20–358.92 around an expected 344.04. Price has moved +0.6% over the trailing month. A year out, the median simulated path implies +22.0%, but the 10–90% band spans 286.79–571.96 — at 28% annualised volatility, the range matters more than the midpoint. In walk-forward backtests the ML classifier shows no reliable edge over a naive baseline on this asset, so treat short-term direction as roughly a coin toss and rely on the ranges. AAPL quarterly earnings lands on 2027-01-28 — across its last 24 of these it has moved 2.9% on the day, about 2.0x a normal one. The ranges above already widen to account for it. These are probabilistic estimates from historical prices only — a volatility regime change, or news the model cannot see, would invalidate them. Not financial advice.
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 Apple 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.
See the live Apple forecast
Streaming prices, an interactive cone across every timeframe, and the full honesty scorecard.
Open Apple in Coneview →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.