Pattern Intelligence · HKG

1080 quant read

The nearest historical setups point to downside risk rather than follow-through strength.

Next week 33.4%

Likely lower · avg analogue -1.20%

Moderate conviction
Next 4 weeks 39.9%

Unclear · avg analogue +0.52%

Moderate conviction
Live chart evidence Chart evidence is mixed

The current setup has both supportive and challenging components.

Quant agreement Evidence not decisive

Evidence improves only if price stabilises and relative strength stops lagging.

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
0.06
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 -8.25%

What weaker historical analogues tended to deliver.

Base analogue +0.35%

The middle outcome from the nearest resolved examples.

Bull case +11.91%

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 -22.82%

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

Price vs Fair Value +14.76%

Price is stretched above the current Fair Value estimate.

Market Dynamics -0.00

Market Dynamics are neutral.

Relative Strength -0.20

The stock is lagging relative strength.

Market Activity -0.32

This component is a drag.

Price Cycle +0.15

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
1229
HKG
2023-03-31 0.605 lower -15.25%
002108
SHZ
2022-04-22 0.5964 higher +3.73%
MPXL
JKT
2026-05-08 0.5941 lower -18.64%
CENT
JKT
2022-02-25 0.5906 higher +17.53%
7212
KLS
2026-02-20 0.5853 lower -6.35%
CZR
ASX
2026-05-29 0.5802 lower -22.45%
ZENSARTECH
NSI
2022-05-06 0.5709 higher +1.78%
TEAM
SET
2022-06-24 0.5708 higher +39.87%
LHIS
TLV
2024-08-23 0.5706 higher +0.71%
5166
KLS
2021-11-19 0.5682 lower -13.33%
JAGSNPHARM
NSI
2026-01-09 0.5651 lower -7.99%
ALINS
PAR
2021-07-02 0.5645 higher +1.48%
Distinctive drivers

What made this setup unusual

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

  • Sector structure -1.68533
  • Volume pressure -1.24465
  • Trend Signal -0.42302
  • Market Activity -0.4115
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.