Pattern Intelligence · SAO

L1HX34 quant read

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

Next week 20.1%

Likely lower · avg analogue -0.86%

Moderate conviction
Next 4 weeks 40.7%

Unclear · avg analogue +0.43%

Low 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
369.63
Trend Line
425.85
Fair value
322.89
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 -3.90%

What weaker historical analogues tended to deliver.

Base analogue 0.00%

The middle outcome from the nearest resolved examples.

Bull case +2.06%

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 -13.20%

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

Price vs Fair Value +14.48%

Price is stretched above the current Fair Value estimate.

Market Dynamics -0.01

Market Dynamics are neutral.

Relative Strength -0.17

The stock is lagging relative strength.

Market Activity -0.30

This component is a drag.

Price Cycle +0.14

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
RGO
GER
2024-05-10 0.6637 flat 0.00%
ZTF
LSE
2024-11-29 0.6633 lower -13.97%
ALFA
LSE
2022-04-01 0.6555 higher +15.19%
MLGAI
PAR
2025-02-07 0.6546 flat 0.00%
CXX
GER
2023-04-14 0.6528 flat 0.00%
9419
JPX
2026-02-13 0.6314 higher +5.57%
3097
JPX
2024-07-12 0.6279 lower -8.40%
SE-ED
SET
2022-12-30 0.6266 flat 0.00%
LLY
EBS
2024-11-22 0.6235 higher +4.55%
WSO-B
NYSE
2021-11-19 0.6231 higher +2.10%
3940
JPX
2025-12-26 0.6224 higher +5.06%
BOBR4
SAO
2024-07-26 0.6221 higher +7.50%
Distinctive drivers

What made this setup unusual

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

  • Sector structure -1.30978
  • Trend Signal -0.42302
  • Market Activity -0.39062
  • Close location -0.25517
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.