Pattern Intelligence · PAR

ALMIB quant read

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

Next week 33.4%

Likely lower · avg analogue -1.46%

Moderate conviction
Next 4 weeks 35.4%

Likely lower · avg analogue -2.58%

Moderate conviction
Live chart evidence Chart evidence challenges the read

3 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
0.76
Trend Line
0.90
Fair value
0.73
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 -9.44%

What weaker historical analogues tended to deliver.

Base analogue -2.52%

The middle outcome from the nearest resolved examples.

Bull case +2.25%

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 -15.92%

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

Price vs Fair Value +3.55%

Price is close to Fair Value.

Market Dynamics -0.01

Market Dynamics are neutral.

Relative Strength -0.21

The stock is lagging relative strength.

Market Activity -0.18

This component is a drag.

Price Cycle +0.04

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
RUIS
JKT
2021-08-13 0.646 lower -1.90%
NDTV
NSI
2024-10-04 0.6181 lower -5.76%
MHC
ASX
2021-06-11 0.6062 higher +7.69%
INPC
JKT
2022-04-01 0.6011 lower -8.82%
STWK
STO
2022-02-04 0.5988 lower -9.69%
9636
HKG
2026-05-15 0.5983 lower -7.98%
8310
SAU
2021-11-26 0.5983 higher +3.68%
6176
JPX
2024-06-21 0.5974 higher +12.22%
1952
HKG
2026-03-27 0.5914 lower -3.14%
KMTR
JKT
2022-02-11 0.59 lower -4.05%
6627
JPX
2024-11-08 0.5888 lower -12.03%
EML
ASX
2026-02-27 0.5864 lower -10.85%
Distinctive drivers

What made this setup unusual

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

  • Sector structure -1.09873
  • Trend Signal -0.42302
  • Market Activity -0.27627
  • Relative Strength -0.1886
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.