Pattern Intelligence · KLS

0241 quant read

The nearest historical setups point to downside risk rather than follow-through strength.

Next week 36.5%

Likely lower · avg analogue -0.86%

Moderate conviction
Next 4 weeks 37.3%

Likely lower · avg analogue -0.58%

Moderate conviction
Live chart evidence Chart evidence challenges the read

3 of the core evidence blocks are acting as headwinds.

Quant agreement Clean alignment

Evidence improves only if price stabilises and relative strength stops lagging.

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
0.07
Trend Line
0.06
Fair value
0.10
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 -10.00%

What weaker historical analogues tended to deliver.

Base analogue -3.35%

The middle outcome from the nearest resolved examples.

Bull case +5.30%

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 +8.03%

Price is comfortably above its medium-term trend.

Price vs Fair Value -35.27%

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

Market Dynamics +0.01

Market Dynamics are neutral.

Relative Strength +0.02

Relative strength is not giving a clear edge.

Market Activity -0.08

This component is a drag.

Price Cycle -0.35

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
4170
JPX
2024-03-22 0.7026 lower -15.73%
KINV-A
STO
2024-03-01 0.699 higher +11.25%
S
SET
2026-05-15 0.699 lower -4.00%
EFFH
STO
2025-02-14 0.6831 higher +5.56%
DHER
GER
2024-03-01 0.6827 higher +20.06%
2018
HKG
2022-08-26 0.6798 lower -10.05%
0493
HKG
2023-02-24 0.6794 lower -16.34%
ALCLA
PAR
2025-02-21 0.6742 higher +47.77%
MONSO
CPH
2023-01-27 0.6731 lower -16.06%
AXIC-A
STO
2023-02-17 0.6685 lower -46.37%
AEG
LSE
2026-04-10 0.6678 higher +54.67%
GJAB
STO
2024-02-23 0.6672 higher +8.00%
Distinctive drivers

What made this setup unusual

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

  • Volume pressure 1.25706
  • Close location 0.51406
  • Sector structure -0.45561
  • Trend Signal -0.42302
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.