Pattern Intelligence · SES

Z59 quant read

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

Next week 36.5%

Likely lower · avg analogue -0.21%

Moderate conviction
Next 4 weeks 32.3%

Likely lower · avg analogue -1.53%

Moderate conviction
Live chart evidence Chart evidence is mixed

The current setup has both supportive and challenging components.

Quant agreement Probabilities agree

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
0.08
Trend Line
0.08
Fair value
0.08
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 -8.06%

What weaker historical analogues tended to deliver.

Base analogue -1.44%

The middle outcome from the nearest resolved examples.

Bull case +2.80%

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 -1.04%

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

Price vs Fair Value -1.78%

Price is close to Fair Value.

Market Dynamics +0.01

Market Dynamics are neutral.

Relative Strength -0.18

The stock is lagging relative strength.

Market Activity -0.02

This component is neutral.

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
0156
HKG
2021-05-14 0.6377 lower -1.22%
AE
SET
2023-03-24 0.6288 lower -9.72%
600928
SHH
2023-02-17 0.6265 higher +2.90%
PATELENG
NSI
2025-11-14 0.6257 lower -16.04%
RATCH
SET
2021-11-19 0.6234 flat 0.00%
MAK
GER
2025-04-11 0.6221 higher +20.15%
002638
SHZ
2021-01-15 0.622 higher +5.56%
SWTQ
EBS
2023-08-11 0.6204 lower -9.19%
KAEF
JKT
2022-01-14 0.6198 lower -4.74%
288A
JPX
2026-03-20 0.6197 lower -1.67%
600984
SHH
2022-01-28 0.6159 lower -4.09%
8558
JPX
2021-12-03 0.6155 higher +9.05%
Distinctive drivers

What made this setup unusual

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

  • Sector structure -0.69381
  • Trend Signal -0.42302
  • Next-week expectancy -0.37015
  • Volume pressure -0.2315
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.