Pattern Intelligence · SET

TMD quant read

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

Next week 53.2%

Unclear · avg analogue +0.46%

Low conviction
Next 4 weeks 46.5%

Unclear · avg analogue +1.20%

Low conviction
Live chart evidence Chart evidence supports the read

4 of the core evidence blocks are supportive.

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
26.50
Trend Line
25.36
Fair value
22.33
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 -2.12%

What weaker historical analogues tended to deliver.

Base analogue +0.17%

The middle outcome from the nearest resolved examples.

Bull case +4.23%

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 +4.49%

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

Price vs Fair Value +18.65%

Price is stretched above the current Fair Value estimate.

Market Dynamics +0.01

Market Dynamics are neutral.

Relative Strength -0.09

The stock is lagging relative strength.

Market Activity +0.96

This component is supportive.

Price Cycle +0.19

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
4536
JPX
2023-09-29 0.7674 lower -5.31%
BMRI
JKT
2022-04-01 0.7109 higher +13.65%
8051
JPX
2023-11-10 0.7066 lower -0.74%
DRH
NASDAQ
2026-05-29 0.7036 higher +13.47%
MGRO
JKT
2022-05-13 0.7007 lower -2.08%
MTB
MCE
2026-01-02 0.6987 higher +4.09%
OLTH
ATH
2025-05-23 0.698 higher +5.00%
CAR
GER
2026-04-17 0.6979 higher +3.39%
GNC
ASX
2021-09-17 0.6939 lower -2.13%
9142
JPX
2022-11-11 0.6935 higher +4.57%
QHHRREIT
SET
2026-06-12 0.6902 higher +6.96%
LAS-A
TOR
2025-01-10 0.6887 lower -2.19%
Distinctive drivers

What made this setup unusual

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

  • Volume pressure -2.61878
  • Market Activity 0.86327
  • Trend Signal 0.57698
  • Sector structure 0.51904
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.