Pattern Intelligence · HKG

0188 quant read

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

Next week 37.8%

Unclear · avg analogue +0.31%

Moderate conviction
Next 4 weeks 35.2%

Likely lower · avg analogue -0.75%

Moderate conviction
Live chart evidence Chart evidence supports the read

2 of the core evidence blocks are supportive.

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
0.24
Trend Line
0.24
Fair value
0.21
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 -8.39%

What weaker historical analogues tended to deliver.

Base analogue -2.24%

The middle outcome from the nearest resolved examples.

Bull case +5.14%

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 -2.66%

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

Price vs Fair Value +11.69%

Price is stretched above the current Fair Value estimate.

Market Dynamics -0.01

Market Dynamics are neutral.

Relative Strength +0.02

Relative strength is not giving a clear edge.

Market Activity -0.05

This component is neutral.

Price Cycle +0.12

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
8040
JPX
2022-12-23 0.5093 higher +7.07%
0232
KLS
2024-11-01 0.4973 higher +18.41%
600744
SHH
2024-09-27 0.4962 higher +9.12%
GLW
MEX
2022-06-10 0.4655 lower -4.50%
1110
HKG
2024-02-16 0.4573 higher +11.11%
ALGLD
PAR
2023-01-06 0.4563 lower -12.09%
B28
SES
2024-03-29 0.4422 higher +4.89%
0112
KLS
2024-11-22 0.4414 lower -2.17%
ALPHAX
SET
2024-08-30 0.4381 higher +12.70%
JLHL
NSI
2026-02-13 0.435 higher +0.81%
M1TT34
SAO
2022-04-22 0.433 lower -11.86%
AUMN
TOR
2022-07-29 0.4307 lower -10.00%
Distinctive drivers

What made this setup unusual

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

  • Volume pressure -1.10445
  • Close location 0.51406
  • Trend Signal -0.42302
  • Next-week expectancy -0.16528
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.