Market Pulse
Mixed observation times, Oct 20–Oct 25, 2026 (5 days apart)
Market Memory

Apple fell 1.22% on Oct 26, 2026. How unusual is that?

Historical context, not a forecast. Every figure on this page describes what happened after past moves. None of it says what happens after this one. Historical market behaviour does not predict future results.

Latest move
−1.22%
347.73 → 343.49 · close of Oct 26, 2026
How unusual
46.9th
larger than 46.9% of all daily moves since 1980
Similar days found
805
within 0.25% of today's move
smallest moveslargest moves46.9th percentile

On the record. Apple fell 1.22% on Oct 26, 2026. A move that size or larger has occurred on 53.1% of trading days since 1980 (6,137 of 11,558). In the three months after the 800 most similar days, the median change was +5.7% and 59% of them ended higher. Historical context, not a forecast.

Among declines only, today's is larger than 49.6% of them. 6,137 of 11,558 sessions since 1980 moved this much or more in either direction.

Similar days

Three ways of choosing "similar", each stated. The default is the return band; the others are there because a single rule is a choice, and a reader should see how much the answer depends on it.

Comparison mode

Same direction, within 0.25% of today's move.

What happened next

For each comparable session, the change from its close to the close 1 day, 1 week, 1 month, 3 months later. Rows are trading sessions. An analogue too close to the end of the data to have a full horizon is left out of that horizon, so each row's sample size is its own.

What happened after the comparable sessions, by horizon
AfterSessionsMedianMeanShare higher25th pct75th pctWorstBest
1 day805−0.00%+0.14%50%−1.37%+1.44%−9.28%+18.95%
1 week804+0.57%+0.62%54%−2.98%+3.83%−22.22%+44.29%
1 month803+2.19%+2.27%58%−5.04%+10.05%−66.42%+47.00%
3 months800+5.75%+6.24%59%−8.38%+20.37%−76.23%+153.06%

"Share higher" is the historical frequency among prior similar events, not a probability for today.

Historical distribution

A distribution, not a prediction. The one-month outcomes after the nearest analogues, and every horizon as dots.

One-month outcomes after all 803 comparable sessions (return band)
0median-66.4%+47.0%258

Distribution of 803 outcomes from −66.42% to +47.00%; the tallest bar holds 258.

Outcomes after the comparable sessions as dots, by horizon; the bar is the median. Samples above 100 are thinned evenly to 100 dots; the table holds the full figures.
1 day1 week1 month3 months−76.23%+153.06%

Similar historical dates

The nearest historical analogues and what followed each
DateMove+1 day+1 week+1 month+3 months
Dec 4, 2025−1.21%−0.68%−0.95%−6.53%−7.42%
Apr 19, 2024−1.22%+0.51%+2.61%+15.78%+35.73%
Jul 28, 2021−1.22%+0.46%+1.36%+1.77%+2.99%
Jun 3, 2021−1.22%+1.90%+2.08%+13.29%+23.45%
Dec 30, 2014−1.22%−1.90%−4.24%+4.12%+10.42%
Oct 15, 2014−1.23%−1.31%+5.59%+15.67%+9.51%
Apr 10, 2012−1.22%−0.36%−2.98%−9.43%−3.22%
Mar 15, 2010−1.22%+0.27%+0.41%+9.76%+13.60%
Jan 3, 2007−1.23%+2.22%+15.75%+1.13%+12.49%
May 26, 2006−1.21%−3.67%−5.59%−9.63%+8.18%
Oct 25, 2005−1.22%+1.66%+2.50%+19.63%+28.93%
Oct 8, 1999−1.22%+1.72%+13.73%+47.00%+51.76%
Nov 20, 1998−1.22%+2.66%−9.56%+7.61%+6.02%
Jun 25, 1997−1.22%−2.89%−13.64%+7.44%+42.15%
Apr 29, 1993−1.22%+0.99%+5.91%+11.58%−46.31%
Jan 7, 1993−1.21%+2.05%+6.56%−6.15%−17.21%
May 15, 1992−1.22%−0.41%−1.86%−18.76%−26.19%
Apr 24, 1991−1.22%−3.70%−22.22%−25.72%−25.93%
Dec 31, 1986−1.22%+0.93%+10.49%+37.04%+64.81%
Dec 29, 1986−1.22%+1.23%+8.02%+36.73%+54.32%

Nearest 20 by size of move, newest first. Select a row for the conditions on that date.

How different is today?

The same conditions measured on the day of each analogue, against today. A move of the same size in a different regime is a different event.

Today against the median of the analogues
ConditionTodayAnalogue medianToday is
20-day realised volatility (annualised)16.8%33.5%below
20-day trend1.5%0.0%positive
Drawdown from the high-1.4%-26.2%below
Volume, z-score vs 20 days-4.9 σ—
  • Today's volatility is lower than in most historical analogues.
  • The 20-day trend today is positive; among the analogues it was mixed.
  • Today's drawdown is shallower than in most historical analogues.
  • Current conditions differ from the historical cases in ways the table shows and in ways it cannot.

Where the numbers come from

Daily closes from Twelve Data, series AAPL, 1980 through Oct 26, 2026. Moves are day-over-day percentage changes in the close. The full method, the definitions and what this tool does not claim are on the methodology page. Provenance for every dataset is in the source manifest.

Last verified: Oct 26, 2026 · 4:50pm ET · latest close in the data: Oct 26, 2026 · 11,560 rows from 1980 · checksum 91e175182078d8ea

Historical context, not a forecast. Every figure on this page describes what happened after past moves. None of it says what happens after this one. Historical market behaviour does not predict future results. Nothing on this page is investment advice. Full disclaimer.

Share the context

WEALTH SIGNALApple fell 1.22% on Oct 26, 2026.Only 53.1% of sessions since 1980 had a larger move.805 similar days:Median 1-month change: +2.19%Range: −66.42% to +47.00%Historical context, not a forecast.wealthsignalnyc.com/market-memory/WEALTH SIGNALApple fell 1.22% on Oct 26,2026.Only 53.1% of sessions since 1980 had a largermove.805 similar days:Median 1-month change: +2.19%Range: −66.42% to +47.00%Historical context, not a forecast.wealthsignalnyc.com/market-memory/

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