Pattern Intelligence · HKG

8241 quant read

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

Next week 27.1%

Likely lower · avg analogue -0.94%

Moderate conviction
Next 4 weeks 44.9%

Unclear · avg analogue +0.32%

Low conviction
Live chart evidence Chart evidence supports the read

5 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
0.17
Trend Line
0.12
Fair value
0.15
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 -2.37%

What weaker historical analogues tended to deliver.

Base analogue 0.00%

The middle outcome from the nearest resolved examples.

Bull case +6.44%

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 +36.84%

Price is comfortably above its medium-term trend.

Price vs Fair Value +17.18%

Price is stretched above the current Fair Value estimate.

Market Dynamics +0.01

Market Dynamics are neutral.

Relative Strength +0.46

The stock is showing relative leadership.

Market Activity +0.74

This component is supportive.

Price Cycle +0.17

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
1830
SAU
2023-04-14 0.6206 higher +7.62%
1717
HKG
2022-03-11 0.6205 lower -24.45%
JAL
ASX
2024-08-30 0.591 higher +3.64%
INCY
MEX
2025-10-17 0.5884 higher +21.79%
FHIPO14
MEX
2020-10-30 0.5847 higher +10.55%
REGN
MEX
2026-01-09 0.566 lower -0.56%
PEN
LSE
2025-01-17 0.5645 higher +7.00%
3815
JPX
2024-08-09 0.5634 lower -20.72%
S1RP34
SAO
2022-09-16 0.5613 higher +0.52%
VICI
JKT
2023-07-14 0.5596 higher +31.07%
ALKOM
PAR
2025-01-10 0.5587 flat 0.00%
CRPG3
SAO
2023-01-06 0.5553 flat 0.00%
Distinctive drivers

What made this setup unusual

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

  • Market Activity 0.65217
  • Trend Signal 0.57698
  • Sector structure -0.4951
  • Relative Strength 0.47649
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.