Pattern Intelligence · SAU

4336 quant read

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

Next week 53.4%

Unclear · avg analogue +0.61%

Low conviction
Next 4 weeks 49.7%

Unclear · avg analogue +0.70%

Low 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
4.59
Trend Line
4.53
Fair value
4.86
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 -2.82%

What weaker historical analogues tended to deliver.

Base analogue -0.64%

The middle outcome from the nearest resolved examples.

Bull case +4.43%

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 +1.39%

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

Price vs Fair Value -5.49%

Price is close to Fair Value.

Market Dynamics +0.01

Market Dynamics are neutral.

Relative Strength +0.03

Relative strength is not giving a clear edge.

Market Activity +0.17

This component is supportive.

Price Cycle -0.05

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
KARE
ATH
2022-11-11 0.6924 higher +6.67%
UTLI
LSE
2024-04-05 0.6903 higher +1.60%
POT
NZE
2024-09-27 0.686 lower -3.41%
004250
KSC
2025-07-25 0.679 lower -7.17%
1186
HKG
2023-02-24 0.6648 higher +13.28%
6039
JPX
2022-06-10 0.662 lower -2.58%
6521
KLS
2023-03-03 0.6618 lower -1.61%
IREN
EBS
2024-02-09 0.6615 lower -2.46%
STAA
JKT
2024-11-01 0.66 lower -6.08%
2010
SAU
2025-10-24 0.6479 lower -6.30%
MXRF11
SAO
2022-07-29 0.6449 higher +4.83%
0506
HKG
2023-02-10 0.6445 lower -1.06%
Distinctive drivers

What made this setup unusual

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

  • Sector structure -1.37206
  • Trend Signal 0.57698
  • Close location -0.48594
  • Next-week expectancy -0.30927
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.