Pattern Intelligence · HKG

1731 quant read

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

Next week 43.3%

Unclear · avg analogue +0.20%

Low conviction
Next 4 weeks 41.9%

Unclear · avg analogue -0.28%

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
0.75
Trend Line
0.77
Fair value
0.70
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 -2.28%

What weaker historical analogues tended to deliver.

Base analogue +0.93%

The middle outcome from the nearest resolved examples.

Bull case +5.65%

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 -2.03%

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

Price vs Fair Value +7.56%

Price is close to Fair Value.

Market Dynamics -0.01

Market Dynamics are neutral.

Relative Strength +0.02

Relative strength is not giving a clear edge.

Market Activity +0.02

This component is neutral.

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
000729
SHZ
2024-08-16 0.5527 lower -6.94%
ASP
SET
2023-05-26 0.5324 lower -2.10%
CJLU
SES
2024-03-29 0.5299 lower -0.58%
PHOL
SET
2026-01-30 0.5098 higher +8.51%
002451
SHZ
2023-06-09 0.507 higher +5.63%
2694
JPX
2026-05-29 0.5061 flat 0.00%
018470
KSC
2024-08-02 0.4916 lower -4.68%
SBAC
NASDAQ
2025-07-25 0.4871 lower -4.25%
000068
SHZ
2023-12-08 0.4827 lower -1.39%
600757
SHH
2021-08-06 0.4795 higher +4.54%
7412
KLS
2025-04-18 0.4784 lower -2.34%
4896
JPX
2026-06-05 0.4767 higher +4.08%
Distinctive drivers

What made this setup unusual

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

  • Volume pressure -0.69854
  • Trend Signal 0.57698
  • Close location -0.48594
  • Next-week expectancy -0.29198
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.