Pattern Intelligence · SES

T55 quant read

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

Next week 43.3%

Unclear · avg analogue +0.22%

Low conviction
Next 4 weeks 39.1%

Likely lower · avg analogue -1.16%

Moderate conviction
Live chart evidence Chart evidence challenges the read

3 of the core evidence blocks are acting as headwinds.

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
0.20
Trend Line
0.22
Fair value
0.20
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 -4.60%

What weaker historical analogues tended to deliver.

Base analogue -0.63%

The middle outcome from the nearest resolved examples.

Bull case +2.97%

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 -9.12%

Price is below trend, which keeps pressure on the setup.

Price vs Fair Value -0.90%

Price is close to Fair Value.

Market Dynamics -0.00

Market Dynamics are neutral.

Relative Strength -0.28

The stock is lagging relative strength.

Market Activity -0.31

This component is a drag.

Price Cycle -0.01

This component is neutral.

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
PNIN
JKT
2024-05-31 0.6931 lower -3.91%
0828
HKG
2026-05-08 0.6511 lower -8.96%
AGII
JKT
2024-02-02 0.6399 higher +0.33%
R1EG34
SAO
2025-11-21 0.6296 lower -0.57%
TECH
OSL
2022-04-01 0.6248 lower -6.45%
4068
JPX
2023-12-22 0.6245 lower -3.64%
MDT
VIE
2023-04-14 0.6242 higher +10.95%
GAMA
LSE
2025-10-31 0.6236 lower -4.83%
BOW
NYSE
2026-01-23 0.6234 lower -1.50%
600827
SHH
2022-01-21 0.6215 lower -13.37%
7091
KLS
2024-10-25 0.6193 lower -3.23%
ESTI
JKT
2022-11-18 0.6183 lower -13.33%
Distinctive drivers

What made this setup unusual

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

  • Sector structure 0.80724
  • Close location -0.48594
  • Trend Signal -0.42302
  • Market Activity -0.39724
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.