Pattern Intelligence · KLS

9628 quant read

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

Next week 19.5%

Unclear · avg analogue +0.34%

Moderate conviction
Next 4 weeks 31.8%

Unclear · avg analogue +0.21%

Moderate 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
0.89
Trend Line
0.90
Fair value
0.80
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 -2.54%

What weaker historical analogues tended to deliver.

Base analogue 0.00%

The middle outcome from the nearest resolved examples.

Bull case +1.62%

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 -1.28%

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

Price vs Fair Value +11.77%

Price is stretched above the current Fair Value estimate.

Market Dynamics -0.01

Market Dynamics are neutral.

Relative Strength -0.00

Relative strength is not giving a clear edge.

Market Activity -0.06

This component is a drag.

Price Cycle +0.12

This component is supportive.

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
CXX
GER
2023-04-14 0.6794 flat 0.00%
MLGAI
PAR
2025-02-07 0.6345 flat 0.00%
UEC
SET
2024-10-25 0.5812 lower -13.19%
TQI
GER
2025-08-01 0.5788 flat 0.00%
FINN13
MEX
2023-08-25 0.5713 lower -2.49%
RGO
GER
2024-05-10 0.5659 flat 0.00%
VECT
NASDAQ
2024-02-16 0.5627 flat 0.00%
5I1
SES
2022-06-24 0.5613 lower -5.00%
80737
HKG
2025-05-16 0.56 lower -5.42%
1160
HKG
2022-03-11 0.5592 lower -31.62%
2191
HKG
2025-05-23 0.5545 higher +5.67%
INVEXA
MEX
2022-11-11 0.5434 flat 0.00%
Distinctive drivers

What made this setup unusual

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

  • Volume pressure -2.63769
  • Sector structure -0.45561
  • Trend Signal -0.42302
  • Market Activity -0.15506
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.