Pattern Intelligence · KLS

1015 quant read

The nearest historical setups point to a better-than-even chance of higher prices across the tested horizon set.

Next week 73.2%

Likely higher · avg analogue +2.03%

Moderate conviction
Next 4 weeks 59.6%

Unclear · avg analogue +0.82%

Low conviction
Live chart evidence Chart evidence supports the read

4 of the core evidence blocks are supportive.

Quant agreement Evidence not decisive

Confirmation from price holding above trend and relative strength staying firm.

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
6.50
Trend Line
6.39
Fair value
4.85
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 -4.34%

What weaker historical analogues tended to deliver.

Base analogue +0.63%

The middle outcome from the nearest resolved examples.

Bull case +3.90%

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 +1.72%

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

Price vs Fair Value +33.93%

Price is stretched above the current Fair Value estimate.

Market Dynamics +0.00

Market Dynamics are neutral.

Relative Strength +0.06

The stock is showing relative leadership.

Market Activity +0.22

This component is supportive.

Price Cycle +0.34

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
MQG
ASX
2022-04-22 0.7994 lower -10.93%
8039
JPX
2022-10-07 0.7878 higher +0.49%
3492
JPX
2021-12-03 0.7632 higher +1.84%
HEI-A
NYSE
2025-03-21 0.7568 lower -5.26%
SOP
PAR
2022-02-04 0.7551 lower -5.48%
ACLN
EBS
2026-01-09 0.7499 higher +11.41%
GEBN
EBS
2022-02-11 0.7491 lower -6.36%
MINDACORP
NSI
2025-01-24 0.748 lower -7.15%
9731
JPX
2026-01-09 0.7452 lower -2.35%
MINDACORP
NSI
2025-02-07 0.745 lower -9.80%
MSI
NYSE
2025-04-18 0.7447 higher +0.77%
MYCR
STO
2024-11-01 0.7441 lower -5.48%
Distinctive drivers

What made this setup unusual

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

  • Next-week expectancy 0.6609
  • Trend Signal -0.42302
  • Close location 0.34739
  • Price vs Fair Value 0.27683
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.