Pattern Intelligence · KLS

5299 quant read

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

Next week 62.8%

Likely higher · avg analogue +0.93%

Moderate conviction
Next 4 weeks 38.2%

Likely lower · avg analogue -0.70%

Moderate conviction
Live chart evidence Chart evidence is mixed

The current setup has both supportive and challenging components.

Quant agreement Timeframe conflict

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
0.60
Trend Line
0.61
Fair value
0.49
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 -5.52%

What weaker historical analogues tended to deliver.

Base analogue -0.87%

The middle outcome from the nearest resolved examples.

Bull case +4.26%

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 -0.03%

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

Price vs Fair Value +22.30%

Price is stretched above the current Fair Value estimate.

Market Dynamics +0.00

Market Dynamics are neutral.

Relative Strength +0.00

Relative strength is not giving a clear edge.

Market Activity -0.07

This component is a drag.

Price Cycle +0.22

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
1301
HKG
2021-12-31 0.6218 lower -11.97%
6371
JPX
2022-02-11 0.5964 lower -5.94%
0623
HKG
2022-02-18 0.5854 lower -16.24%
EALT3
SAO
2025-12-05 0.5697 higher +6.75%
DCC
SET
2022-08-19 0.5644 lower -1.63%
2230
HKG
2024-07-19 0.5596 lower -4.27%
KMP-UN
TOR
2025-02-28 0.5586 higher +6.31%
ELCO
LSE
2026-01-16 0.5539 higher +12.45%
5258
KLS
2022-06-24 0.5493 lower -0.38%
601886
SHH
2023-12-29 0.5468 higher +1.65%
ANDRO
ATH
2022-07-01 0.5468 lower -3.24%
4361
JPX
2025-03-21 0.5439 lower -11.79%
Distinctive drivers

What made this setup unusual

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

  • Volume pressure -0.72332
  • Close location 0.51406
  • Trend Signal -0.42302
  • Price vs Fair Value 0.16051
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.