Pattern Intelligence ยท HKG

1130 quant read

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

Next week 46.7%

Unclear ยท avg analogue -0.27%

Low conviction
Next 4 weeks 36.8%

Likely lower ยท avg analogue -0.89%

Moderate 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
0.56
Trend Line
0.62
Fair value
0.42
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 -4.17%

What weaker historical analogues tended to deliver.

Base analogue -0.58%

The middle outcome from the nearest resolved examples.

Bull case +2.20%

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 -9.50%

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

Price vs Fair Value +33.99%

Price is stretched above the current Fair Value estimate.

Market Dynamics -0.01

Market Dynamics are neutral.

Relative Strength -0.03

Relative strength is not giving a clear edge.

Market Activity -0.08

This component is a drag.

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
ALODC
PAR
2026-06-12 0.6652 higher +19.51%
PRESRV
STO
2026-06-12 0.6476 lower -11.29%
2110
SAU
2026-06-12 0.6453 lower -11.93%
FIQE3
SAO
2026-06-12 0.6393 lower -3.28%
RILYG
NASDAQ
2026-06-12 0.632 higher +0.51%
ODBU
SES
2026-06-12 0.6307 higher +0.97%
9532
SAU
2026-06-12 0.6261 higher +0.79%
BALM4
SAO
2026-06-12 0.6258 lower -6.65%
KIT
OSL
2026-06-12 0.6223 lower -15.56%
5IC
SES
2026-06-12 0.6202 lower -3.03%
KNRE11
SAO
2026-06-12 0.6178 flat 0.00%
HOOT4
SAO
2026-06-12 0.6157 lower -3.72%
Distinctive drivers

What made this setup unusual

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

  • Volume pressure -0.68722
  • Trend Signal 0.62856
  • Sector structure 0.59801
  • Price vs Fair Value 0.46334
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.

Evidence context