Pattern Intelligence · HKG

8280 quant read

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

Next week 41.2%

Unclear · avg analogue -1.00%

Low conviction
Next 4 weeks 47.9%

Unclear · avg analogue +3.36%

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
0.07
Trend Line
0.08
Fair value
0.05
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 -6.96%

What weaker historical analogues tended to deliver.

Base analogue -0.12%

The middle outcome from the nearest resolved examples.

Bull case +5.24%

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 -10.97%

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

Price vs Fair Value +33.68%

Price is stretched above the current Fair Value estimate.

Market Dynamics +0.01

Market Dynamics are neutral.

Relative Strength -0.01

Relative strength is not giving a clear edge.

Market Activity +0.64

This component is supportive.

Price Cycle +0.34

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
PKPK
JKT
2022-10-14 0.6014 lower -6.62%
ASN
ASX
2022-10-21 0.5864 lower -18.97%
GRNQ
NASDAQ
2026-05-08 0.5718 lower -24.26%
ACE
ASX
2025-12-05 0.5539 higher +4.19%
8107
HKG
2024-06-14 0.5495 lower -2.67%
0434
HKG
2025-01-03 0.5467 higher +5.59%
0623
HKG
2025-02-14 0.5455 higher +9.14%
8435
KLS
2026-05-08 0.54 higher +28.46%
603938
SHH
2022-07-01 0.537 lower -7.61%
ABINFRA
NSI
2023-05-26 0.5323 lower -5.01%
000820
SHZ
2022-06-17 0.5252 higher +10.64%
8168
HKG
2020-10-09 0.5228 lower -0.61%
Distinctive drivers

What made this setup unusual

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

  • Volume pressure 1.95974
  • Sector structure 0.62933
  • Trend Signal 0.57698
  • Market Activity 0.54797
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.