Pattern Intelligence · SAO

HAPV3 quant read

The nearest historical setups point to downside risk, and the live chart evidence supports that caution.

Next week 36.9%

Likely lower · avg analogue -0.88%

Moderate conviction
Next 4 weeks 37.9%

Likely lower · avg analogue -2.24%

Moderate conviction
Live chart evidence Chart evidence challenges the read

5 of the core evidence blocks are acting as headwinds.

Quant agreement Clean alignment

Downside risk is confirmed while price remains below trend and relative strength keeps 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
6.21
Trend Line
10.20
Fair value
38.21
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 -12.84%

What weaker historical analogues tended to deliver.

Base analogue -4.95%

The middle outcome from the nearest resolved examples.

Bull case +8.05%

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 -39.09%

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

Price vs Fair Value -83.75%

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

Market Dynamics -0.01

Market Dynamics are neutral.

Relative Strength -0.62

The stock is lagging relative strength.

Market Activity -0.57

This component is a drag.

Price Cycle -0.84

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
CO
PAR
2025-07-18 0.8714 higher +20.23%
ALFOR
PAR
2024-11-08 0.868 lower -42.92%
TIL
NASDAQ
2023-07-07 0.8647 lower -4.79%
UFOE
JKT
2023-05-12 0.8524 higher +5.50%
GIGA
STO
2024-09-06 0.8438 higher +23.53%
MIR
STO
2022-02-04 0.8384 lower -19.09%
CAPTRUST
NSI
2026-03-27 0.8351 higher +14.96%
MVP
ASX
2023-01-13 0.8328 lower -11.36%
CTEK
STO
2023-08-25 0.8304 lower -5.12%
SHOW3
SAO
2025-04-11 0.828 higher +11.11%
VIVR3
SAO
2025-04-25 0.8277 lower -6.87%
BNBR
JKT
2023-11-24 0.8277 flat 0.00%
Distinctive drivers

What made this setup unusual

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

  • Price Cycle -0.8169
  • Price vs Fair Value -0.8104
  • Sector structure 0.76396
  • Volume pressure -0.58786
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.

Evidence context