Pattern Intelligence · VIE

NNND quant read

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

Next week 53.3%

Unclear · avg analogue +1.41%

Low conviction
Next 4 weeks 46.2%

Unclear · avg analogue -0.47%

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
51.88
Trend Line
51.94
Fair value
42.82
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 -2.79%

What weaker historical analogues tended to deliver.

Base analogue +1.76%

The middle outcome from the nearest resolved examples.

Bull case +6.38%

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 -0.11%

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

Price vs Fair Value +21.16%

Price is stretched above the current Fair Value estimate.

Market Dynamics +0.00

Market Dynamics are neutral.

Relative Strength -0.25

The stock is lagging relative strength.

Market Activity -0.21

This component is a drag.

Price Cycle +0.21

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
5971
JPX
2025-01-10 0.681 higher +16.22%
300561
SHZ
2021-05-21 0.6478 higher +21.50%
HETA4
SAO
2022-05-20 0.6433 higher +2.51%
EBO
ASX
2023-11-24 0.6391 higher +1.65%
603599
SHH
2023-10-13 0.6373 lower -14.64%
AFRE
TLV
2022-11-04 0.6352 higher +13.60%
3816
JPX
2021-04-16 0.6332 higher +0.73%
SOJA3
SAO
2024-12-27 0.6319 higher +0.95%
GABC
NASDAQ
2023-09-01 0.6314 lower -7.76%
100250
KSC
2023-01-13 0.6312 higher +5.93%
PEPB34
SAO
2024-01-12 0.6307 higher +2.89%
AMC
SET
2022-11-04 0.629 lower -5.26%
Distinctive drivers

What made this setup unusual

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

  • Volume pressure -2.63769
  • Trend Signal -0.42302
  • Sector structure 0.36008
  • Market Activity -0.30429
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.