Pattern Intelligence · HKG

2440 quant read

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

Next week 30.0%

Likely lower · avg analogue -2.32%

Moderate conviction
Next 4 weeks 30.9%

Likely lower · avg analogue -0.69%

Moderate conviction
Live chart evidence Chart evidence challenges the read

5 of the core evidence blocks are acting as headwinds.

Quant agreement Clean alignment

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
0.90
Trend Line
1.55
Fair value
1.75
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 -19.85%

What weaker historical analogues tended to deliver.

Base analogue -5.71%

The middle outcome from the nearest resolved examples.

Bull case +7.18%

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 -41.91%

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

Price vs Fair Value -48.46%

Price is trading below Fair Value, which can create recovery potential if pressure improves.

Market Dynamics -0.01

Market Dynamics are neutral.

Relative Strength -0.56

The stock is lagging relative strength.

Market Activity -0.40

This component is a drag.

Price Cycle -0.48

This component is a drag.

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
7256
JPX
2025-04-25 0.7626 higher +7.78%
AEG
LSE
2022-06-10 0.7383 lower -36.40%
004870
KSC
2026-04-24 0.7315 higher +37.72%
BBYB
JKT
2023-06-02 0.7293 higher +8.44%
6169
HKG
2022-05-27 0.7274 higher +34.69%
8156
HKG
2024-01-12 0.7218 lower -6.15%
SRL
ASX
2023-11-17 0.7217 lower -31.62%
ALMAS
PAR
2022-07-01 0.7164 lower -14.63%
OR3
ASX
2023-01-20 0.7156 flat 0.00%
ALCLA
PAR
2026-03-06 0.7153 lower -2.43%
AFISH
OSL
2026-03-06 0.7108 higher +53.66%
3329
HKG
2022-10-14 0.7095 flat 0.00%
Distinctive drivers

What made this setup unusual

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

  • Sector structure -1.6067
  • Volume pressure -0.71496
  • Price Cycle -0.55354
  • Price vs Fair Value -0.54704
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.