Pattern Intelligence · VIE

AFK quant read

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

Next week 49.5%

Unclear · avg analogue +0.46%

Low conviction
Next 4 weeks 49.5%

Unclear · avg analogue +1.27%

Low 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
13.36
Trend Line
11.06
Fair value
10.49
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 -3.18%

What weaker historical analogues tended to deliver.

Base analogue +0.55%

The middle outcome from the nearest resolved examples.

Bull case +6.86%

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 +20.78%

Price is comfortably above its medium-term trend.

Price vs Fair Value +27.39%

Price is stretched above the current Fair Value estimate.

Market Dynamics +0.01

Market Dynamics are neutral.

Relative Strength -0.05

The stock is lagging relative strength.

Market Activity +0.89

This component is supportive.

Price Cycle +0.27

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
EOLU-B
STO
2026-06-05 0.546 higher +0.83%
JHSF3
SAO
2023-07-07 0.5121 higher +6.91%
5105
KLS
2020-07-10 0.5079 lower -5.25%
SMP
NYSE
2025-07-18 0.5067 higher +22.53%
BOY
GER
2020-12-04 0.5056 lower -3.27%
020560
KSC
2023-02-03 0.5027 lower -4.82%
GRINFRA
NSI
2023-06-23 0.4922 higher +0.28%
016380
KSC
2026-03-06 0.4902 lower -1.06%
0016
HKG
2024-10-18 0.4869 lower -9.43%
3762
JPX
2023-06-23 0.4805 lower -2.84%
0297
HKG
2024-06-07 0.4715 higher +13.14%
III
TOR
2022-03-25 0.4713 higher +7.08%
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 -2.03302
  • Market Activity 0.79682
  • 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.