Pattern Intelligence · VIE

AC quant read

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

Next week 56.2%

Unclear · avg analogue +0.03%

Low conviction
Next 4 weeks 61.2%

Likely higher · avg analogue +1.44%

Moderate conviction
Live chart evidence Chart evidence supports the read

4 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
49.06
Trend Line
45.01
Fair value
39.48
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 -2.12%

What weaker historical analogues tended to deliver.

Base analogue +1.16%

The middle outcome from the nearest resolved examples.

Bull case +4.03%

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 +8.99%

Price is comfortably above its medium-term trend.

Price vs Fair Value +24.28%

Price is stretched above the current Fair Value estimate.

Market Dynamics +0.01

Market Dynamics are neutral.

Relative Strength -0.09

The stock is lagging relative strength.

Market Activity +0.78

This component is supportive.

Price Cycle +0.24

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
BOSS
GER
2023-02-03 0.6098 higher +3.19%
ACRE
NYSE
2022-04-08 0.591 lower -0.65%
BBAS3
SAO
2025-02-28 0.5764 higher +7.35%
SMIN
LSE
2025-02-14 0.5696 lower -5.09%
SUMMITSEC
NSI
2023-06-02 0.5632 higher +2.57%
NAVINFLUOR
NSI
2023-05-05 0.5631 lower -3.52%
7313
JPX
2025-08-01 0.5589 higher +1.25%
STWD
NYSE
2026-02-13 0.5557 lower -2.71%
6432
JPX
2021-11-26 0.5437 lower -2.97%
BALM4
SAO
2021-06-18 0.5436 higher +3.33%
605377
SHH
2022-08-12 0.5405 lower -8.54%
AIL
GER
2025-03-21 0.5399 lower -2.43%
Distinctive drivers

What made this setup unusual

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

  • Volume pressure 2.69412
  • Sector structure -1.03835
  • Market Activity 0.68464
  • Trend Signal 0.57698
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.