Pattern Intelligence · SET

MCS quant read

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

Next week 46.7%

Unclear · avg analogue +0.13%

Low conviction
Next 4 weeks 46.9%

Unclear · avg analogue +0.69%

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
7.85
Trend Line
8.07
Fair value
6.52
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 -3.44%

What weaker historical analogues tended to deliver.

Base analogue +0.68%

The middle outcome from the nearest resolved examples.

Bull case +3.19%

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 -2.68%

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

Price vs Fair Value +20.47%

Price is stretched above the current Fair Value estimate.

Market Dynamics -0.01

Market Dynamics are neutral.

Relative Strength -0.16

The stock is lagging relative strength.

Market Activity -0.10

This component is a drag.

Price Cycle +0.20

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
4335
SAU
2021-11-05 0.7167 lower -1.52%
VSTIND
NSI
2023-03-03 0.6796 lower -0.55%
2654
JPX
2024-09-27 0.6723 lower -7.01%
326030
KSC
2026-03-27 0.6601 higher +1.99%
GPRA
JKT
2025-01-24 0.6565 higher +2.38%
STO
ASX
2025-12-05 0.6565 lower -5.67%
5299
KLS
2026-05-15 0.6539 higher +0.83%
DOO
TOR
2023-06-02 0.652 higher +13.90%
KELYA
NASDAQ
2024-07-19 0.6482 lower -8.37%
NECB
NASDAQ
2024-04-19 0.6422 higher +13.89%
0206
KLS
2022-04-08 0.6407 lower -9.68%
CX
STO
2025-10-17 0.6353 higher +0.87%
Distinctive drivers

What made this setup unusual

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

  • Sector structure 1.20681
  • Trend Signal -0.42302
  • Next-week expectancy -0.33149
  • Volume pressure 0.21094
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.