ASST Move Probability $30.73 +3.68 (+13.6%)

Real historical back-data analysis: evaluates rolling trading-day windows to determine the probability of a stock touching or closing at your target move.

Optional: Options Contract Breakeven & Edge Analysis — test a specific strike and premium
Touch Probability (First Passage)
80.1%
Stock touched +5.0% ($32.27) at least once during 14 trading days.
Median first touch: Day 2 of 14
Expiration Close Probability
39.0%
Stock closed at or beyond +5.0% at the end of the 14-day window.
The Touch Multiple
2.06x
You are 2.1x more likely to hit your target during the window than holding until expiration.
1σ Expected Move (68.3%)
±49.1%
$15.63 — $45.83

Historical 14-Day Return Distribution

Frequency of rolling 14-day percentage returns over 508 historical windows (2024-09-23 to 2026-10-21). The colored bar indicates the win zone for +5.0%.

-72.0% to +57.2%: 455 occurrences (89.6%) -7.4% +57.2% to +186.4%: 38 occurrences (7.5%) +186.4% to +315.6%: 1 occurrences (0.2%) +315.6% to +444.8%: 0 occurrences (0.0%) 380.2% +444.8% to +574.0%: 1 occurrences (0.2%) +574.0% to +703.2%: 1 occurrences (0.2%) +703.2% to +832.4%: 0 occurrences (0.0%) 767.8% +832.4% to +961.6%: 1 occurrences (0.2%) +961.6% to +1090.8%: 3 occurrences (0.6%) +1090.8% to +1220.0%: 2 occurrences (0.4%) 1155.4% +1220.0% to +1349.2%: 3 occurrences (0.6%) +1349.2% to +1478.4%: 1 occurrences (0.2%) +1478.4% to +1607.6%: 0 occurrences (0.0%) 1543.0% +1607.6% to +1736.8%: 1 occurrences (0.2%) +1736.8% to +1866.0%: 0 occurrences (0.0%) +1866.0% to +1995.2%: 1 occurrences (0.2%) 1930.6%
Historical returns Target move zone (+5.0%+) Target threshold bin

Probability Breakdown: Empirical vs. Theoretical Models

Comparing actual market back-data against Black-Scholes and Fat-Tail adjustments.

Model / Methodology Touch Probability Expiration Close Probability What It Tells You
Empirical Back-Data (Actual History) 80.1% 39.0% Model-free reality across 508 historical 14-day windows.
Fat-Tail Adjusted (Cornish-Fisher) — 11.2% Adjusts normal bell curve for real-world skewness (4.83) and kurtosis (51.77).
Standard Normal (Black-Scholes / GBM) 92.1% 46.0% Classic theoretical log-normal model with constant volatility (often underestimates tail risks).
Regime-Conditioned (Similar Volatility) 87.5% 48.2% Filters for historical windows that started with volatility similar to current 20-day HV (168 matching periods).

Underlying Volatility Profile

Volatility Metrics

  • 1-Year Annualized HV: 208.4%
  • Recent 20-Day HV: 78.5%
  • Parkinson Intraday Volatility: 129.2%
  • Vol Trend: Compressed (-62% vs baseline)

14-Day Return Quantiles

  • Median Return: -4.0%
  • Top 10% Move (90th percentile): +58.6%
  • Bottom 10% Move (10th percentile): -41.0%
  • Max Historical Gain (14d): +1995.2%
  • Max Historical Loss (14d): -72.0%