Pattern Intelligence · VIE

VIS quant read

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

Next week 47.0%

Unclear · avg analogue +0.16%

Low conviction
Next 4 weeks 55.0%

Unclear · avg analogue +2.37%

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
55.70
Trend Line
57.12
Fair value
55.49
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 -3.54%

What weaker historical analogues tended to deliver.

Base analogue +1.51%

The middle outcome from the nearest resolved examples.

Bull case +7.10%

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 -2.49%

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

Price vs Fair Value +0.37%

Price is close to Fair Value.

Market Dynamics -0.00

Market Dynamics are neutral.

Relative Strength -0.20

The stock is lagging relative strength.

Market Activity +0.13

This component is supportive.

Price Cycle +0.00

This component is neutral.

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
PB
NYSE
2024-04-26 0.5742 lower -2.30%
7701
JPX
2026-02-20 0.5722 lower -9.07%
MFT
NZE
2024-05-17 0.5667 flat 0.00%
9832
JPX
2025-06-13 0.5659 higher +1.53%
HON
NASDAQ
2026-06-05 0.5648 higher +2.43%
MRG-UN
TOR
2025-10-31 0.5598 lower -1.11%
DG
VIE
2024-04-19 0.5578 higher +5.16%
8596
JPX
2020-12-25 0.5572 higher +1.99%
2198
JPX
2021-03-05 0.5537 higher +16.03%
G1LW34
SAO
2024-06-28 0.5481 higher +50.15%
3969
HKG
2025-11-21 0.5475 lower -0.29%
3169
JPX
2023-05-05 0.5457 lower -1.62%
Distinctive drivers

What made this setup unusual

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

  • Sector structure -1.03835
  • Trend Signal 0.57698
  • Close location -0.48594
  • Volume pressure 0.36231
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.