Pattern Intelligence · SAO

F1NI34 quant read

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

Next week 23.3%

Likely lower · avg analogue -1.77%

Moderate conviction
Next 4 weeks 37.8%

Likely lower · avg analogue -1.26%

Moderate conviction
Live chart evidence Chart evidence challenges the read

5 of the core evidence blocks are acting as headwinds.

Quant agreement Clean alignment

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
13.17
Trend Line
15.96
Fair value
22.04
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 -9.21%

What weaker historical analogues tended to deliver.

Base analogue -0.21%

The middle outcome from the nearest resolved examples.

Bull case +2.07%

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 -17.47%

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

Price vs Fair Value -40.26%

Price is trading below Fair Value, which can create recovery potential if pressure improves.

Market Dynamics +0.00

Market Dynamics are neutral.

Relative Strength -0.39

The stock is lagging relative strength.

Market Activity -0.71

This component is a drag.

Price Cycle -0.40

This component is a drag.

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
ETH
MIL
2024-08-30 0.7849 lower -21.35%
SML
NZE
2021-06-11 0.7808 higher +13.39%
KINO
JKT
2023-02-17 0.7796 lower -10.06%
4265
JPX
2025-03-28 0.7771 lower -9.68%
KOM
MCE
2023-03-17 0.772 flat 0.00%
6548
JPX
2024-06-28 0.7712 higher +1.56%
PEAN
EBS
2023-03-10 0.7706 lower -22.12%
UMI
VIE
2024-11-15 0.7677 lower -1.15%
F2VR34
SAO
2026-06-12 0.7676 higher +4.96%
1323
HKG
2024-04-05 0.7665 higher +5.71%
HDIL
NSI
2023-07-07 0.7652 flat 0.00%
9857
HKG
2025-03-14 0.764 lower -23.31%
Distinctive drivers

What made this setup unusual

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

  • Sector structure 0.97266
  • Market Activity -0.80284
  • Price Cycle -0.47153
  • Price vs Fair Value -0.46502
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.