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05/27 23:55ADDADA-USDT234@0.2373Helios
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05/27 18:05CLOSEAPPN1.2k@21.38-0.21%US Liquid L/S
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B3Quant.
Pattern Memory

When NVDA has looked like this before, what happened next?

We compare NVDA's last 90 days against 6,122 stocks across 21 years of daily history. Only genuinely correlated cousins contribute (correlation ≥ 0.3). Right now NVDA is up 10% over its last 90 trading days.

The Answer

Out of 100 similar setups, these correlated stocks ended their next 90 days

Worst historical outcome
-86%
A typical down case
-12%
Middle outcome
+1%
+1.1%
median forward 90d
A typical up case
+13%
Best historical outcome
+74%
Typical worst point inside
-17%
0
went up
0
went down
0
win rate %

Direction is essentially a coin flip. What stands out is that even the typical winner went through a -17% drawdown inside the path.

The Picture

Where did the matched stocks go next?

Bold ink line on the left is NVDA's actual recent 90 days. Faded threads on the right are how each of the 100 correlated similar stocks moved over their next 90 days, aligned to today. The navy line is the median path.

Five Futures

The 100 paths cluster into five distinct shapes.

Averages hide that future patterns came in distinct flavors. We grouped the 100 paths into five archetypes by their actual shape.

Material decline
3
of 100 paths
ends-57%
Material decline
12
of 100 paths
ends-51%
Slow grind down
36
of 100 paths
ends-8%
Strong rally
42
of 100 paths
ends+15%
Strong rally
7
of 100 paths
ends+26%

Closest matches

Real stocks, real past patterns.

BLK
Nov 5, 2009
fell 27.9%
DXC
Mar 28, 2018
fell 32.4%
ROK
Jan 23, 2018
rose 6.1%
MTB
Jun 5, 2008
fell 51.2%
TTWO
Sep 11, 2020
fell 10.4%
SYK
May 20, 2020
rose 16.3%
CRH
Nov 27, 2023
fell 3.1%
PNC
Jun 5, 2008
fell 65.3%
TFC
Jun 5, 2008
fell 49.4%
F
Aug 27, 2021
fell 43.8%

Context

When these happened

Matches span a broad mix of regimes: 9 from 2005-2007, 19 from 2008-2009, 12 from 2010-2014, 20 from 2015-2018, 23 from 2019-2021, 17 from 2022-2025. The base rate reflects across-cycle history.

How this was built+

We take NVDA's last 90 trading days of price changes and turn them into a normalized shape. Then for every stock in the universe (~6,100) and every 90-day window in their history going back to 2005, we measure how similar their pattern was to the current one.

Before keeping any match, we check whether the candidate stock actually moves with the query historically. If correlation is below 0.3, we drop it. We only learn from genuinely correlated cousins.

The top 100 closest matches power everything above. For each, we look at what happened over the next 90 days, the worst point inside that window, and which of five archetype shapes it belonged to.

Guardrails: $50M median daily dollar volume, no future leak, self-matches excluded in the last year.

For educational and research purposes only. The numbers above describe what happened historically when stocks traded in patterns similar to this one. They are not a prediction of what will happen next. Past performance does not indicate future results.