Pattern Intelligence · KLS

8273 quant read

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

Next week 36.8%

Unclear · avg analogue +0.40%

Moderate conviction
Next 4 weeks 35.0%

Likely lower · avg analogue -1.67%

Moderate conviction
Live chart evidence Chart evidence challenges the read

2 of the core evidence blocks are acting as headwinds.

Quant agreement Evidence not decisive

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
0.64
Trend Line
0.64
Fair value
0.73
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 -2.41%

What weaker historical analogues tended to deliver.

Base analogue -0.63%

The middle outcome from the nearest resolved examples.

Bull case +0.58%

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 -0.60%

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

Price vs Fair Value -12.27%

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

Market Dynamics -0.00

Market Dynamics are neutral.

Relative Strength -0.02

Relative strength is not giving a clear edge.

Market Activity +0.00

This component is neutral.

Price Cycle -0.12

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
2016
HKG
2024-07-05 0.5915 higher +0.47%
AREIT
PAR
2024-08-02 0.5854 flat 0.00%
CEV
MCE
2023-10-06 0.5719 flat 0.00%
BATA
JKT
2023-06-02 0.57 lower -11.48%
WQG
ASX
2023-07-21 0.5681 lower -0.82%
3529
JPX
2023-07-14 0.5631 lower -0.71%
ALDEV
PAR
2024-11-22 0.5622 lower -11.97%
6894
JPX
2022-06-10 0.5536 higher +0.33%
TS0U
SES
2024-05-24 0.5535 lower -1.89%
GWSA
JKT
2022-11-25 0.5519 lower -7.41%
TUGU
JKT
2021-12-24 0.5501 higher +2.82%
5742
JPX
2022-12-16 0.5495 lower -0.13%
Distinctive drivers

What made this setup unusual

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

  • Trend Signal 0.57698
  • Close location -0.48594
  • Volume pressure 0.29192
  • Sector structure 0.22518
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.