Pattern Intelligence · HKG

3998 quant read

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

Next week 49.8%

Unclear · avg analogue +0.26%

Low conviction
Next 4 weeks 53.3%

Unclear · avg analogue -0.16%

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
4.75
Trend Line
4.41
Fair value
3.86
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 -1.23%

What weaker historical analogues tended to deliver.

Base analogue +0.62%

The middle outcome from the nearest resolved examples.

Bull case +4.67%

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 +7.77%

Price is comfortably above its medium-term trend.

Price vs Fair Value +22.90%

Price is stretched above the current Fair Value estimate.

Market Dynamics +0.01

Market Dynamics are neutral.

Relative Strength +0.12

The stock is showing relative leadership.

Market Activity -0.08

This component is a drag.

Price Cycle +0.23

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
SPALI
SET
2023-08-25 0.6802 lower -1.42%
OLYMP
ATH
2024-10-04 0.663 lower -2.05%
086790
KSC
2022-10-28 0.6574 higher +4.72%
ARRD
GER
2022-10-28 0.6436 higher +14.22%
SAGA-B
STO
2023-09-08 0.6324 lower -9.03%
BELA
ATH
2024-12-06 0.6281 lower -0.69%
UCB
BRU
2025-08-01 0.6246 higher +8.11%
CVSG
LSE
2022-03-25 0.6235 higher +0.69%
BAG
LSE
2026-02-13 0.6197 higher +0.30%
NOM
OSL
2022-10-07 0.6188 lower -27.32%
ELUX-A
STO
2022-02-11 0.6142 lower -22.27%
600962
SHH
2023-09-01 0.6136 lower -2.43%
Distinctive drivers

What made this setup unusual

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

  • Volume pressure 0.58693
  • Close location 0.46277
  • Trend Signal -0.42302
  • Sector structure -0.25586
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.