Pattern Intelligence · SAO

O1TI34 quant read

The nearest historical setups point to downside risk rather than follow-through strength.

Next week 40.6%

Unclear · avg analogue -1.20%

Low conviction
Next 4 weeks 32.4%

Unclear · avg analogue +0.30%

Moderate conviction
Live chart evidence Chart evidence challenges the read

5 of the core evidence blocks are acting as headwinds.

Quant agreement Evidence not decisive

Evidence improves only if price stabilises and relative strength stops lagging.

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
37.15
Trend Line
42.13
Fair value
47.66
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 -9.43%

What weaker historical analogues tended to deliver.

Base analogue -0.39%

The middle outcome from the nearest resolved examples.

Bull case +2.60%

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 -11.82%

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

Price vs Fair Value -22.06%

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

Market Dynamics +0.00

Market Dynamics are neutral.

Relative Strength -0.25

The stock is lagging relative strength.

Market Activity -0.45

This component is a drag.

Price Cycle -0.22

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
MET
MEX
2023-07-14 0.7447 higher +8.81%
SWKS
MEX
2022-07-08 0.716 higher +23.97%
RHK
VIE
2024-02-09 0.7151 higher +22.05%
I1FF34
SAO
2023-08-18 0.702 higher +8.33%
MLBSP
PAR
2022-02-18 0.694 flat 0.00%
1253
HKG
2022-03-18 0.6914 higher +49.08%
1123
HKG
2022-05-06 0.6843 lower -8.87%
AMR
SET
2023-09-08 0.6822 lower -15.22%
AIE
SET
2023-07-21 0.679 flat 0.00%
1216
HKG
2023-09-22 0.6781 lower -8.33%
0191
KLS
2026-05-15 0.6778 lower -9.62%
4388
JPX
2024-02-23 0.6727 lower -0.77%
Distinctive drivers

What made this setup unusual

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

  • Volume pressure -2.63769
  • Sector structure -1.30978
  • Market Activity -0.53983
  • 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.