Pattern Intelligence · KLS

9814 quant read

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

Next week 39.5%

Unclear · avg analogue +0.56%

Moderate conviction
Next 4 weeks 46.6%

Unclear · avg analogue +0.98%

Low conviction
Live chart evidence Chart evidence supports the read

3 of the core evidence blocks are supportive.

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
0.12
Trend Line
0.12
Fair value
0.12
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 -2.59%

What weaker historical analogues tended to deliver.

Base analogue -0.33%

The middle outcome from the nearest resolved examples.

Bull case +3.38%

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 +4.60%

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

Price vs Fair Value +1.34%

Price is close to Fair Value.

Market Dynamics -0.00

Market Dynamics are neutral.

Relative Strength +0.05

The stock is showing relative leadership.

Market Activity +0.17

This component is supportive.

Price Cycle +0.01

This component is neutral.

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
BUY
STO
2026-03-13 0.5906 flat 0.00%
RLE
LSE
2025-09-05 0.5808 higher +0.64%
AIEA
LSE
2024-07-05 0.5576 flat 0.00%
MWE
LSE
2024-07-05 0.5463 lower -3.75%
CPALL
SET
2024-08-02 0.5439 higher +4.31%
0184
HKG
2023-05-12 0.5414 lower -0.74%
1948
JPX
2023-05-26 0.5361 higher +5.72%
RWE
VIE
2025-07-11 0.5335 lower -0.47%
1848
HKG
2020-12-11 0.5288 lower -2.06%
LTE
JNB
2021-06-25 0.5288 higher +3.31%
PHSC
LSE
2023-12-01 0.5277 higher +3.16%
MFEA
MIL
2023-04-21 0.5254 higher +3.40%
Distinctive drivers

What made this setup unusual

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

  • Volume pressure -1.55077
  • Trend Signal 0.57698
  • Close location -0.48594
  • Next-week expectancy -0.20014
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.