Pattern Intelligence · SET

PREB quant read

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

Next week 40.3%

Unclear · avg analogue +0.48%

Low conviction
Next 4 weeks 48.3%

Unclear · avg analogue +1.79%

Low conviction
Live chart evidence Chart evidence challenges the read

4 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
3.50
Trend Line
3.46
Fair value
4.20
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 -3.03%

What weaker historical analogues tended to deliver.

Base analogue +0.44%

The middle outcome from the nearest resolved examples.

Bull case +3.50%

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 +1.01%

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

Price vs Fair Value -16.70%

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

Market Dynamics -0.00

Market Dynamics are neutral.

Relative Strength -0.14

The stock is lagging relative strength.

Market Activity -0.05

This component is a drag.

Price Cycle -0.17

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
0226
KLS
2026-01-09 0.5911 lower -7.41%
S61
SES
2024-05-10 0.5905 lower -1.57%
9909
HKG
2024-09-20 0.5846 higher +3.52%
BIGT
TLV
2023-09-29 0.5829 higher +3.46%
5658
JPX
2021-08-06 0.5783 higher +1.02%
ALATA
PAR
2024-06-28 0.5676 lower -2.24%
PVL
PAR
2024-05-24 0.566 lower -19.41%
000882
SHZ
2021-12-31 0.5636 flat 0.00%
601933
SHH
2022-08-19 0.5623 lower -1.75%
EBC
NASDAQ
2024-05-03 0.5529 higher +0.88%
ORY
MCE
2023-05-12 0.5527 higher +5.83%
PRL
TOR
2023-03-10 0.5466 lower -7.99%
Distinctive drivers

What made this setup unusual

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

  • Sector structure 1.14358
  • Trend Signal -0.42302
  • Next-week expectancy -0.26768
  • Price Cycle -0.23599
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.