Pattern Intelligence · SAO

SANB11 quant read

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

Next week 56.9%

Unclear · avg analogue +1.13%

Low conviction
Next 4 weeks 56.2%

Unclear · avg analogue +2.14%

Low 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
27.62
Trend Line
30.35
Fair value
26.22
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 -1.78%

What weaker historical analogues tended to deliver.

Base analogue +0.81%

The middle outcome from the nearest resolved examples.

Bull case +5.47%

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 -8.99%

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

Price vs Fair Value +5.34%

Price is close to Fair Value.

Market Dynamics -0.01

Market Dynamics are neutral.

Relative Strength -0.14

The stock is lagging relative strength.

Market Activity -0.31

This component is a drag.

Price Cycle +0.05

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
AMT
NYSE
2025-02-28 0.7317 higher +4.83%
KMP-UN
TOR
2025-02-28 0.7274 higher +6.31%
7988
JPX
2024-02-09 0.7198 higher +0.64%
4043
JPX
2021-09-03 0.7155 lower -5.34%
8025
JPX
2023-09-22 0.7061 lower -1.01%
BIRD
JKT
2025-04-25 0.7011 higher +18.61%
MTG-B
STO
2026-04-17 0.6987 higher +35.88%
300315
SHZ
2021-01-15 0.6907 higher +0.99%
SLP
LSE
2023-07-14 0.6866 lower -5.01%
4192
SAU
2024-10-18 0.6844 lower -1.84%
3916
JPX
2026-05-29 0.6836 lower -6.02%
DALMIASUG
NSI
2025-03-07 0.6834 higher +13.54%
Distinctive drivers

What made this setup unusual

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

  • Sector structure 0.76396
  • Volume pressure 0.69529
  • Close location 0.51406
  • Trend Signal -0.42302
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.