Pattern Intelligence · SAO

PEPB34 quant read

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

Next week 43.2%

Unclear · avg analogue -0.04%

Low conviction
Next 4 weeks 52.9%

Unclear · avg analogue -0.18%

Low conviction
Live chart evidence Chart evidence challenges the read

5 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
46.89
Trend Line
52.17
Fair value
54.38
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 -5.06%

What weaker historical analogues tended to deliver.

Base analogue +0.34%

The middle outcome from the nearest resolved examples.

Bull case +4.04%

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 -10.12%

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

Price vs Fair Value -13.78%

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

Market Dynamics -0.01

Market Dynamics are neutral.

Relative Strength -0.18

The stock is lagging relative strength.

Market Activity -0.29

This component is a drag.

Price Cycle -0.14

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
2815
JPX
2022-03-11 0.6508 lower -1.11%
NKI
SET
2022-08-12 0.6468 lower -2.13%
6262
JPX
2024-11-29 0.6261 higher +4.66%
MLGAI
PAR
2025-02-07 0.609 flat 0.00%
4118
JPX
2022-02-11 0.6017 lower -14.58%
SMP
NYSE
2024-05-24 0.5974 lower -5.30%
4707
KLS
2024-10-18 0.5959 lower -4.33%
2607
JPX
2023-02-17 0.5954 lower -6.76%
SRT
GER
2026-06-05 0.5941 lower -0.95%
134790
KSC
2025-11-21 0.5932 higher +0.69%
605068
SHH
2023-06-16 0.5922 higher +4.98%
MDLN
JKT
2024-01-12 0.5879 lower -14.29%
Distinctive drivers

What made this setup unusual

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

  • Sector structure -0.85433
  • Volume pressure 0.61391
  • Trend Signal -0.42302
  • Market Activity -0.38314
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.