Pattern Intelligence · SAO

C1IC34 quant read

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

Next week 30.3%

Likely lower · avg analogue -0.66%

Moderate conviction
Next 4 weeks 54.7%

Unclear · avg analogue +3.50%

Low conviction
Live chart evidence Chart evidence is mixed

The current setup has both supportive and challenging components.

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
367.40
Trend Line
361.50
Fair value
399.94
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 0.00%

What weaker historical analogues tended to deliver.

Base analogue +0.02%

The middle outcome from the nearest resolved examples.

Bull case +5.15%

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 +1.63%

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

Price vs Fair Value -8.14%

Price is close to Fair Value.

Market Dynamics +0.01

Market Dynamics are neutral.

Relative Strength -0.10

The stock is lagging relative strength.

Market Activity +0.12

This component is supportive.

Price Cycle -0.08

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
TK
SET
2023-07-07 0.7015 lower -0.71%
NAR
LSE
2023-08-11 0.6805 higher +7.06%
GEN
MEX
2023-10-20 0.6779 higher +0.04%
BEWI
OSL
2026-02-06 0.655 lower -3.61%
USB
MEX
2020-10-30 0.6516 higher +8.78%
4331
SAU
2023-06-16 0.6503 higher +8.21%
SDMU
JKT
2023-09-01 0.6469 flat 0.00%
MEB
SET
2026-01-23 0.6464 higher +10.79%
1935
HKG
2023-08-11 0.644 lower -1.90%
D1OM34
SAO
2023-06-23 0.6413 higher +2.60%
KBLI
JKT
2022-03-25 0.641 higher +2.21%
5308
KLS
2026-05-01 0.6408 flat 0.00%
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 -1.2769
  • Trend Signal -0.42302
  • Next-week expectancy -0.31808
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.