Pattern Intelligence · VIE

AI quant read

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

Next week 63.8%

Likely higher · avg analogue +0.88%

Moderate conviction
Next 4 weeks 50.6%

Unclear · avg analogue +1.05%

Low conviction
Live chart evidence Chart evidence supports the read

3 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
173.92
Trend Line
168.78
Fair value
161.07
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 -2.07%

What weaker historical analogues tended to deliver.

Base analogue +0.45%

The middle outcome from the nearest resolved examples.

Bull case +5.49%

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 +3.05%

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

Price vs Fair Value +7.98%

Price is close to Fair Value.

Market Dynamics -0.00

Market Dynamics are neutral.

Relative Strength -0.16

The stock is lagging relative strength.

Market Activity +0.10

This component is supportive.

Price Cycle +0.08

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
4410
JPX
2025-12-05 0.5883 higher +9.19%
3474
JPX
2025-12-12 0.576 lower -7.60%
ELISA
HEL
2021-06-18 0.573 higher +7.03%
KORDE
ATH
2025-11-21 0.5702 higher +11.06%
5603
JPX
2025-12-12 0.5455 higher +4.71%
TSU
TOR
2025-09-26 0.5446 higher +1.89%
HD
VIE
2021-07-16 0.5346 higher +2.14%
9301
JPX
2023-07-28 0.5327 higher +8.03%
8951
JPX
2023-11-10 0.5303 higher +0.49%
SPGI34
SAO
2021-07-09 0.5289 higher +5.75%
WHA
AMS
2024-08-09 0.5264 higher +4.15%
601607
SHH
2020-11-13 0.5249 lower -5.66%
Distinctive drivers

What made this setup unusual

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

  • Sector structure -2.11309
  • Volume pressure 2.08075
  • Trend Signal 0.57698
  • Close location -0.34668
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.