Pattern Intelligence · KLS

0128 quant read

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

Next week 63.6%

Likely higher · avg analogue +1.51%

Moderate conviction
Next 4 weeks 43.4%

Unclear · avg analogue +0.48%

Low conviction
Live chart evidence Chart evidence supports the read

5 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
4.95
Trend Line
4.30
Fair value
3.90
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 -6.50%

What weaker historical analogues tended to deliver.

Base analogue -1.42%

The middle outcome from the nearest resolved examples.

Bull case +3.45%

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 +15.09%

Price is comfortably above its medium-term trend.

Price vs Fair Value +26.87%

Price is stretched above the current Fair Value estimate.

Market Dynamics +0.01

Market Dynamics are neutral.

Relative Strength +0.13

The stock is showing relative leadership.

Market Activity +0.47

This component is supportive.

Price Cycle +0.27

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
ENGI11
SAO
2023-06-30 0.7306 higher +0.62%
600642
SHH
2024-03-29 0.7107 higher +3.67%
CMSA
NYSE
2024-02-16 0.6927 higher +0.48%
CPFE3
SAO
2023-07-14 0.6896 lower -0.85%
8354
JPX
2023-09-01 0.6842 higher +3.79%
BPAC11
SAO
2023-07-21 0.6828 lower -8.81%
FMTY14
MEX
2024-02-16 0.6801 lower -5.32%
CPLE3
SAO
2025-05-02 0.6783 higher +8.97%
CONTX
OSL
2021-10-29 0.6769 lower -8.24%
002304
SHZ
2022-08-12 0.6766 lower -15.57%
3524
JPX
2022-05-13 0.6735 higher +4.03%
PPL
NYSE
2024-02-09 0.6673 higher +6.07%
Distinctive drivers

What made this setup unusual

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

  • Trend Signal 0.57698
  • Sector structure -0.45561
  • Close location 0.4271
  • Market Activity 0.37751
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.