Pattern Intelligence · KLS

0310 quant read

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

Next week 39.6%

Likely lower · avg analogue -2.42%

Moderate conviction
Next 4 weeks 37.4%

Likely lower · avg analogue -1.21%

Moderate conviction
Live chart evidence Chart evidence supports the read

3 of the core evidence blocks are supportive.

Quant agreement Probabilities agree

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
0.52
Trend Line
0.45
Fair value
0.49
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 -9.88%

What weaker historical analogues tended to deliver.

Base analogue -3.20%

The middle outcome from the nearest resolved examples.

Bull case +2.51%

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 +16.37%

Price is comfortably above its medium-term trend.

Price vs Fair Value +6.17%

Price is close to Fair Value.

Market Dynamics +0.01

Market Dynamics are neutral.

Relative Strength +0.04

Relative strength is not giving a clear edge.

Market Activity +0.27

This component is supportive.

Price Cycle +0.06

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
RABBIT
SET
2023-09-08 0.7947 lower -23.17%
4265
JPX
2025-03-28 0.7704 lower -9.68%
2385
JPX
2021-12-03 0.7616 lower -9.94%
6989
HKG
2026-05-01 0.7609 lower -5.19%
ALCBI
PAR
2023-10-13 0.7601 lower -30.43%
5305
KLS
2023-10-13 0.7597 lower -7.89%
300489
SHZ
2022-08-19 0.7555 lower -17.85%
GRF
MCE
2023-01-20 0.7553 higher +17.63%
009460
KSC
2026-03-06 0.7538 higher +13.23%
S
SET
2025-10-03 0.7529 lower -5.17%
ASAI3
SAO
2025-02-14 0.752 higher +0.94%
0178
HKG
2024-02-02 0.7508 higher +14.29%
Distinctive drivers

What made this setup unusual

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

  • Volume pressure 1.14491
  • Sector structure -0.45561
  • Trend Signal -0.42302
  • Close location 0.21406
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.