Pattern Intelligence · GER

LIK quant read

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

Next week 59.5%

Unclear · avg analogue +2.24%

Low conviction
Next 4 weeks 61.7%

Likely higher · avg analogue +3.30%

Moderate conviction
Live chart evidence Chart evidence supports the read

5 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
540.00
Trend Line
468.75
Fair value
358.72
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 -2.37%

What weaker historical analogues tended to deliver.

Base analogue +5.51%

The middle outcome from the nearest resolved examples.

Bull case +9.89%

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 +15.20%

Price is comfortably above its medium-term trend.

Price vs Fair Value +50.53%

Price is stretched above the current Fair Value estimate.

Market Dynamics +0.01

Market Dynamics are neutral.

Relative Strength +0.23

The stock is showing relative leadership.

Market Activity +0.64

This component is supportive.

Price Cycle +0.51

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
SOTK
NASDAQ
2026-06-12 0.9189 higher +5.73%
IESC
NASDAQ
2026-06-12 0.9026 lower -16.58%
DAKT
NASDAQ
2026-06-12 0.8893 lower -1.87%
FROG
NASDAQ
2026-06-12 0.8836 higher +16.72%
MEDANTA
NSI
2026-06-12 0.8763 higher +8.24%
CWBC
NASDAQ
2026-06-12 0.8569 higher +4.85%
UNP
GER
2026-06-12 0.8553 higher +6.91%
STEELCAS
NSI
2026-06-12 0.8364 higher +9.56%
RMMC
LSE
2026-06-12 0.7925 lower -2.54%
MGH
ASX
2026-06-12 0.7784 higher +5.29%
SSL
NYSE
2026-06-12 0.7726 lower -19.46%
BIIB
NASDAQ
2026-06-12 0.7621 lower -0.45%
Distinctive drivers

What made this setup unusual

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

  • Sector structure -1.06102
  • Value context 0.83935
  • Yield context 0.66936
  • Trend Signal 0.57698
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.