Pattern Intelligence · SAO

R1LC34 quant read

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

Next week 23.0%

Likely lower · avg analogue -1.90%

Moderate conviction
Next 4 weeks 42.4%

Unclear · avg analogue +0.34%

Low conviction
Live chart evidence Chart evidence supports the read

5 of the core evidence blocks are supportive.

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
1,039.58
Trend Line
933.66
Fair value
630.87
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 -5.69%

What weaker historical analogues tended to deliver.

Base analogue -0.16%

The middle outcome from the nearest resolved examples.

Bull case +6.23%

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 +11.34%

Price is comfortably above its medium-term trend.

Price vs Fair Value +64.78%

Price is stretched above the current Fair Value estimate.

Market Dynamics +0.01

Market Dynamics are neutral.

Relative Strength +0.06

The stock is showing relative leadership.

Market Activity +0.51

This component is supportive.

Price Cycle +0.65

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
7241
KLS
2022-07-01 0.6459 lower -8.57%
NCL
SET
2022-08-19 0.6355 lower -9.47%
FLSP
BRU
2023-09-01 0.6176 flat 0.00%
2633
HKG
2026-03-27 0.6128 lower -7.32%
BQD
SES
2024-08-30 0.612 lower -6.67%
MLIML
PAR
2024-06-14 0.6078 higher +16.59%
GLENN
MEX
2022-11-11 0.6077 higher +11.33%
3469
JPX
2025-01-10 0.6025 higher +5.00%
1576
HKG
2022-08-26 0.6019 lower -3.72%
TKT
SET
2022-03-04 0.6004 lower -2.26%
7239
KLS
2022-10-14 0.6004 flat 0.00%
S56
SES
2023-09-29 0.5939 lower -10.00%
Distinctive drivers

What made this setup unusual

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

  • Volume pressure -2.63769
  • Price vs Fair Value 0.5854
  • Price Cycle 0.57889
  • 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.