Pattern Intelligence · VIE

DUE quant read

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

Next week 57.4%

Unclear · avg analogue +0.24%

Low conviction
Next 4 weeks 51.5%

Unclear · avg analogue +1.22%

Low conviction
Live chart evidence Chart evidence challenges the read

5 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
17.10
Trend Line
20.53
Fair value
20.53
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 -2.39%

What weaker historical analogues tended to deliver.

Base analogue +0.11%

The middle outcome from the nearest resolved examples.

Bull case +6.24%

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 -16.72%

Price is below trend, which keeps pressure on the setup.

Price vs Fair Value -16.71%

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

Market Dynamics -0.00

Market Dynamics are neutral.

Relative Strength -0.32

The stock is lagging relative strength.

Market Activity -0.21

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
603339
SHH
2021-05-21 0.512 higher +9.27%
4043
JPX
2021-09-03 0.5111 lower -5.34%
3449
JPX
2024-11-22 0.4942 higher +0.27%
7893
JPX
2023-01-06 0.4911 higher +1.91%
9702
JPX
2021-12-10 0.4794 lower -1.66%
002570
SHZ
2022-01-07 0.479 higher +6.45%
8025
JPX
2023-09-22 0.4783 lower -1.01%
002880
SHZ
2026-01-02 0.4781 higher +6.12%
002657
SHZ
2023-08-25 0.478 lower -3.14%
ROST
MEX
2025-07-18 0.4748 higher +15.70%
KOTHARIPRO
NSI
2026-03-27 0.4733 higher +20.40%
8285
JPX
2021-09-03 0.471 lower -0.94%
Distinctive drivers

What made this setup unusual

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

  • Sector structure -3.11196
  • Volume pressure -1.26798
  • Next-week expectancy 0.62344
  • Trend Signal -0.42302
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.