Pattern Intelligence · HKG

6686 quant read

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

Next week 40.2%

Unclear · avg analogue -0.82%

Low conviction
Next 4 weeks 37.1%

Likely lower · avg analogue -1.75%

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
17.61
Trend Line
17.87
Fair value
15.62
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 -4.21%

What weaker historical analogues tended to deliver.

Base analogue -1.34%

The middle outcome from the nearest resolved examples.

Bull case +3.17%

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 -1.48%

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

Price vs Fair Value +12.71%

Price is stretched above the current Fair Value estimate.

Market Dynamics -0.01

Market Dynamics are neutral.

Relative Strength +0.04

Relative strength is not giving a clear edge.

Market Activity -0.14

This component is a drag.

Price Cycle +0.13

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
0440
HKG
2022-07-01 0.5433 lower -7.83%
FQT
GER
2024-11-01 0.5401 lower -1.61%
NKI
SET
2022-08-12 0.531 lower -2.13%
0029
HKG
2023-12-15 0.5303 lower -3.60%
AMANAH
SET
2022-08-19 0.5291 higher +2.79%
MDM
PAR
2022-05-20 0.5288 lower -36.98%
SAGCV
HEL
2024-09-27 0.5266 higher +3.30%
BBL
SET
2025-05-16 0.5253 lower -2.82%
G0I
SES
2022-04-22 0.5251 lower -1.39%
ALMUN
PAR
2023-04-28 0.525 lower -4.03%
DCON
SET
2024-01-12 0.5207 higher +14.89%
6830
HKG
2024-03-01 0.52 higher +1.32%
Distinctive drivers

What made this setup unusual

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

  • Volume pressure 1.03978
  • Close location -0.48594
  • Trend Signal -0.42302
  • Market Activity -0.23661
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.