Pattern Intelligence · KLS

7544 quant read

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

Next week 30.2%

Likely lower · avg analogue -1.13%

Moderate conviction
Next 4 weeks 36.5%

Unclear · avg analogue +0.02%

Moderate conviction
Live chart evidence Chart evidence is mixed

The current setup has both supportive and challenging components.

Quant agreement Evidence not decisive

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
1.08
Trend Line
1.15
Fair value
1.11
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 -3.76%

What weaker historical analogues tended to deliver.

Base analogue 0.00%

The middle outcome from the nearest resolved examples.

Bull case +1.18%

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 -5.70%

Price is below trend, which keeps pressure on the setup.

Price vs Fair Value -2.27%

Price is close to Fair Value.

Market Dynamics -0.00

Market Dynamics are neutral.

Relative Strength -0.03

Relative strength is not giving a clear edge.

Market Activity -0.02

This component is neutral.

Price Cycle -0.02

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
ROST
MEX
2023-04-28 0.5718 lower -4.01%
TSNF34
SAO
2022-05-06 0.5709 lower -7.73%
WSU
VIE
2024-10-04 0.5651 flat 0.00%
VEEV
MEX
2025-05-09 0.5392 higher +19.45%
AMIN
JKT
2024-04-05 0.5317 flat 0.00%
WAT
MEX
2025-04-04 0.5296 lower -2.42%
ALMUN
PAR
2023-04-28 0.528 lower -4.03%
6838
HKG
2023-02-03 0.5186 higher +3.30%
CRIP34
SAO
2023-06-16 0.5159 lower -4.10%
POSADASA
MEX
2023-05-26 0.5119 higher +2.40%
GMED
MEX
2025-02-14 0.5105 flat 0.00%
7235
JPX
2022-10-28 0.5085 higher +17.69%
Distinctive drivers

What made this setup unusual

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

  • Volume pressure 0.62796
  • Close location -0.48594
  • Sector structure -0.45561
  • Trend Signal -0.42302
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.