Pattern Intelligence · SAO

ENGI3 quant read

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

Next week 36.1%

Likely lower · avg analogue -0.37%

Moderate conviction
Next 4 weeks 40.6%

Unclear · avg analogue -0.47%

Low conviction
Live chart evidence Chart evidence challenges the read

2 of the core evidence blocks are acting as headwinds.

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
12.31
Trend Line
12.52
Fair value
12.04
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 -3.86%

What weaker historical analogues tended to deliver.

Base analogue -1.35%

The middle outcome from the nearest resolved examples.

Bull case +3.74%

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 -1.64%

Price is close to trend, so direction still needs confirmation.

Price vs Fair Value +2.25%

Price is close to Fair Value.

Market Dynamics -0.01

Market Dynamics are neutral.

Relative Strength -0.09

The stock is lagging relative strength.

Market Activity -0.15

This component is a drag.

Price Cycle +0.02

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
ELMR
TLV
2024-08-09 0.5661 higher +11.35%
000419
SHZ
2021-02-19 0.5638 higher +1.85%
000528
SHZ
2025-06-06 0.5603 higher +2.12%
PETRO
ATH
2024-08-09 0.5589 lower -0.73%
HAL
AMS
2022-01-14 0.5512 lower -2.68%
NXRT
NYSE
2025-02-28 0.5496 lower -6.94%
LXS
GER
2021-08-13 0.5488 higher +5.84%
CBU
NYSE
2025-04-25 0.545 higher +0.78%
3451
JPX
2026-05-15 0.5335 lower -2.76%
KEC
NSI
2022-04-22 0.5329 lower -4.08%
001680
KSC
2025-10-24 0.5325 flat 0.00%
SAR
ATH
2025-11-28 0.5323 higher +9.22%
Distinctive drivers

What made this setup unusual

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

  • Sector structure 0.97588
  • Trend Signal -0.42302
  • Market Activity -0.24094
  • Close location 0.22239
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.