Pattern Intelligence · VIE

ASMI quant read

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

Next week 60.0%

Likely higher · avg analogue +1.10%

Moderate conviction
Next 4 weeks 56.3%

Unclear · avg analogue +2.29%

Low conviction
Live chart evidence Chart evidence supports the read

5 of the core evidence blocks are supportive.

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
915.20
Trend Line
761.32
Fair value
589.37
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 -1.19%

What weaker historical analogues tended to deliver.

Base analogue +2.02%

The middle outcome from the nearest resolved examples.

Bull case +4.87%

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 +20.21%

Price is comfortably above its medium-term trend.

Price vs Fair Value +55.28%

Price is stretched above the current Fair Value estimate.

Market Dynamics +0.01

Market Dynamics are neutral.

Relative Strength +0.19

The stock is showing relative leadership.

Market Activity +0.69

This component is supportive.

Price Cycle +0.55

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
6178
JPX
2024-04-19 0.7966 higher +2.40%
6209
JPX
2026-03-27 0.7918 higher +3.25%
III
LSE
2024-06-07 0.7806 higher +2.47%
ZFCVINDIA
NSI
2023-08-25 0.7803 higher +18.15%
7148
JPX
2024-05-17 0.7795 higher +0.56%
5078
JPX
2024-06-07 0.7777 lower -2.68%
POLYCAB
NSI
2021-07-30 0.7768 higher +2.37%
CIGI
TOR
2021-05-21 0.775 higher +7.98%
SIMP
JKT
2021-06-04 0.7702 lower -17.36%
ALTA
PAR
2021-09-24 0.7699 lower -1.33%
BBVA
NYSE
2026-01-30 0.7698 lower -9.01%
9869
JPX
2025-09-05 0.7691 higher +2.93%
Distinctive drivers

What made this setup unusual

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

  • Next-week expectancy 0.67789
  • Volume pressure -0.64962
  • Sector structure -0.61504
  • Market Activity 0.60188
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.