Pattern Intelligence · KLS

0289 quant read

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

Next week 53.2%

Unclear · avg analogue +1.23%

Low conviction
Next 4 weeks 35.3%

Likely lower · avg analogue -1.16%

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
0.17
Trend Line
0.15
Fair value
0.26
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 -10.50%

What weaker historical analogues tended to deliver.

Base analogue -3.65%

The middle outcome from the nearest resolved examples.

Bull case +6.12%

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 +13.76%

Price is comfortably above its medium-term trend.

Price vs Fair Value -32.24%

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

Market Dynamics +0.01

Market Dynamics are neutral.

Relative Strength -0.08

The stock is lagging relative strength.

Market Activity +0.71

This component is supportive.

Price Cycle -0.32

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
8189
HKG
2023-12-15 0.7498 higher +15.29%
3672
JPX
2023-08-11 0.7383 higher +10.53%
XIFR
NYSE
2024-05-17 0.7382 lower -17.41%
3842
JPX
2022-08-05 0.7372 lower -4.44%
PROXI
OSL
2024-07-12 0.7368 higher +12.33%
9229
JPX
2025-09-19 0.7257 lower -11.34%
ASC
LSE
2023-04-14 0.7248 lower -28.00%
0193
HKG
2026-04-17 0.7161 higher +5.24%
1662
HKG
2022-07-01 0.7113 lower -3.31%
AGL
ASX
2022-03-18 0.7097 higher +19.83%
7803
KLS
2025-12-26 0.709 lower -5.56%
DKL
LSE
2023-02-10 0.7079 lower -36.07%
Distinctive drivers

What made this setup unusual

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

  • Volume pressure -1.21722
  • Market Activity 0.61631
  • Trend Signal 0.57698
  • Price Cycle -0.39132
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.