Pattern Intelligence · KLS

9199 quant read

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

Next week 57.1%

Unclear · avg analogue +1.17%

Low conviction
Next 4 weeks 38.6%

Unclear · avg analogue +0.72%

Moderate 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
2.45
Trend Line
2.37
Fair value
2.24
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 -2.95%

What weaker historical analogues tended to deliver.

Base analogue 0.00%

The middle outcome from the nearest resolved examples.

Bull case +4.36%

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 +3.27%

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

Price vs Fair Value +9.42%

Price is close to Fair Value.

Market Dynamics +0.01

Market Dynamics are neutral.

Relative Strength +0.00

Relative strength is not giving a clear edge.

Market Activity +0.21

This component is supportive.

Price Cycle +0.09

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
ALEXA
PAR
2025-02-07 0.6691 higher +2.80%
2285
SAU
2026-04-24 0.5847 higher +12.62%
R1EG34
SAO
2025-11-21 0.5796 lower -0.57%
SPALI
SET
2022-10-21 0.5765 higher +13.57%
1709
HKG
2023-08-18 0.574 higher +13.96%
OBT
NASDAQ
2020-09-25 0.5704 lower -2.54%
WFC
TOR
2022-04-01 0.5664 lower -5.23%
5UF
SES
2024-02-02 0.5634 flat 0.00%
1163
KLS
2021-11-05 0.5602 lower -3.08%
GJTL
JKT
2022-05-27 0.5585 higher +11.02%
CPHCAP-ST
CPH
2020-08-14 0.5565 higher +12.10%
GMI
EBS
2023-03-31 0.5547 higher +4.23%
Distinctive drivers

What made this setup unusual

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

  • Close location 0.51406
  • Volume pressure -0.43765
  • Trend Signal -0.42302
  • Next-week expectancy -0.34072
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.