Pattern Intelligence · SAO

I1FF34 quant read

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

Next week 23.2%

Likely lower · avg analogue -1.12%

Moderate conviction
Next 4 weeks 39.2%

Unclear · avg analogue +0.22%

Moderate conviction
Live chart evidence Chart evidence supports the read

2 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
199.40
Trend Line
186.68
Fair value
209.02
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 -1.68%

What weaker historical analogues tended to deliver.

Base analogue 0.00%

The middle outcome from the nearest resolved examples.

Bull case +5.92%

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 +6.81%

Price is comfortably above its medium-term trend.

Price vs Fair Value -4.60%

Price is close to Fair Value.

Market Dynamics +0.01

Market Dynamics are neutral.

Relative Strength -0.02

Relative strength is not giving a clear edge.

Market Activity +0.70

This component is supportive.

Price Cycle -0.05

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
DELLC
MEX
2023-07-14 0.6113 higher +6.02%
KMI
MEX
2024-04-05 0.5945 lower -1.77%
VIAV
MEX
2022-03-04 0.5926 flat 0.00%
UNP
GER
2026-01-09 0.588 higher +8.83%
TQI
GER
2025-08-01 0.5596 flat 0.00%
1673
HKG
2026-04-03 0.5572 higher +10.91%
DEFI
JKT
2022-07-01 0.5513 flat 0.00%
S188
GER
2024-09-20 0.5444 higher +5.62%
A1ME34
SAO
2025-11-21 0.544 higher +9.71%
C1HK34
SAO
2022-03-04 0.5375 lower -14.28%
7345
JPX
2024-08-30 0.53 higher +26.44%
ENI-UN
TOR
2024-08-23 0.5268 lower -4.77%
Distinctive drivers

What made this setup unusual

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

  • Volume pressure 2.39296
  • Market Activity 0.60793
  • Trend Signal 0.57698
  • Close location -0.48594
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.