Pattern Intelligence · KLS

0055 quant read

The pattern is not clean enough for a strong directional call. The chart needs confirmation.

Next week 53.1%

Unclear · avg analogue +2.17%

Low conviction
Next 4 weeks 50.9%

Unclear · avg analogue +3.87%

Low conviction
Live chart evidence Chart evidence is mixed

The current setup has both supportive and challenging components.

Quant agreement Evidence not decisive

A decisive weekly close that pulls the 1-week and 4-week evidence into agreement.

Current weekly tape

Price, trend line, and fair value

Use this to anchor the probability read to the actual chart. A bearish analogue read is more serious when price is below trend or stretched above fair value.

Close
0.03
Trend Line
0.03
Fair value
0.07
Hover chart for weekly context.

Signal stack

What changed underneath price?

Each signal is standardized against its own recent history, so the lines show whether the current reading is unusually strong or weak for this stock.

Hover for standardized signal values.

Historical memory

Nearest 4-week analogue returns

Bars are the forward 4-week returns from the closest resolved examples, ordered by similarity. Red clustering is the warning sign.

Hover for analogue return and similarity rank.
Outcome frame

Range of outcomes from the nearest 4-week analogues

This is not a forecast range. It is the historical distribution of similar setups, translated into bear/base/bull context.

Bear case -8.34%

What weaker historical analogues tended to deliver.

Base analogue +1.19%

The middle outcome from the nearest resolved examples.

Bull case +13.19%

What stronger historical analogues tended to deliver.

Evidence stack

Why the model sees this setup

These are the current conditions feeding the analogue read. The point is not the number alone; it is whether the evidence agrees with the probability read.

Price vs Trend Line -4.25%

Price is close to trend, so direction still needs confirmation.

Price vs Fair Value -59.09%

Price is trading below Fair Value, which can create recovery potential if pressure improves.

Market Dynamics -0.00

Market Dynamics are neutral.

Relative Strength +0.07

The stock is showing relative leadership.

Market Activity +0.08

This component is supportive.

Price Cycle -0.59

This component is a drag.

Historical rhymes

Closest resolved setups

The table keeps the model honest: these are the actual examples behind the headline odds.

Ticker Week Similarity Outcome 4W return
ALZ
STO
2023-04-07 0.6107 higher +20.49%
WIDI
JKT
2025-05-02 0.5776 higher +33.33%
EMEIS
PAR
2025-09-19 0.5672 higher +15.83%
NORSE
OSL
2025-06-27 0.567 higher +14.21%
PLRZ
NASDAQ
2026-06-05 0.5645 higher +6.24%
2122
HKG
2025-06-27 0.5621 higher +8.62%
1987
HKG
2024-07-05 0.562 lower -13.71%
EST
LSE
2025-09-26 0.5611 higher +2.78%
2125
HKG
2024-12-27 0.561 higher +1.85%
1565
HKG
2024-06-07 0.558 higher +11.70%
EDIT
NASDAQ
2025-11-21 0.5546 lower -3.31%
CHOSA
STO
2024-09-20 0.5524 lower -25.93%
Distinctive drivers

What made this setup unusual

These are the largest deviations from the run baseline, renamed into plain market language.

  • Volume pressure -2.32541
  • Price Cycle -0.65987
  • Price vs Fair Value -0.65336
  • Trend Signal 0.57698
This is historical analogue evidence, not advice. It becomes more useful when probability, average return, chart evidence, and nearby examples all point in the same direction.