Pattern Intelligence · KLS

7186 quant read

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

Next week 29.8%

Unclear · avg analogue +0.23%

Moderate conviction
Next 4 weeks 38.9%

Likely lower · avg analogue -2.88%

Moderate conviction
Live chart evidence Chart evidence is mixed

The current setup has both supportive and challenging components.

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
0.12
Trend Line
0.12
Fair value
0.19
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 -8.44%

What weaker historical analogues tended to deliver.

Base analogue -2.25%

The middle outcome from the nearest resolved examples.

Bull case +3.32%

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 +3.15%

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

Price vs Fair Value -37.75%

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

Market Dynamics +0.01

Market Dynamics are neutral.

Relative Strength -0.05

The stock is lagging relative strength.

Market Activity +0.32

This component is supportive.

Price Cycle -0.38

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
CKT
LSE
2025-06-20 0.7245 higher +3.33%
ALT
SET
2025-06-13 0.7196 higher +2.22%
MADAME
SET
2024-06-07 0.7155 lower -3.70%
1786
HKG
2023-01-06 0.6991 higher +7.35%
3891
KLS
2023-08-18 0.6986 higher +9.09%
5239
KLS
2022-04-29 0.6968 lower -8.93%
0090
HKG
2023-12-22 0.6948 lower -1.35%
AB
PAR
2024-11-15 0.6909 higher +2.24%
7114
KLS
2025-02-14 0.6847 lower -40.00%
0120
KLS
2025-07-18 0.6823 higher +7.69%
NXI
PAR
2024-01-05 0.6812 lower -10.86%
AEG
LSE
2022-06-10 0.6766 lower -36.40%
Distinctive drivers

What made this setup unusual

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

  • Volume pressure 1.9287
  • Price Cycle -0.44641
  • Price vs Fair Value -0.4399
  • 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.