Pattern Intelligence · STO

FREEM quant read

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

Next week 39.8%

Likely lower · avg analogue -3.22%

Moderate conviction
Next 4 weeks 27.6%

Likely lower · avg analogue -5.33%

High 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
1.75
Trend Line
1.53
Fair value
2.84
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 -19.82%

What weaker historical analogues tended to deliver.

Base analogue -9.61%

The middle outcome from the nearest resolved examples.

Bull case +0.25%

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 +14.36%

Price is comfortably above its medium-term trend.

Price vs Fair Value -38.33%

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

Market Dynamics +0.02

Market Dynamics are neutral.

Relative Strength -0.11

The stock is lagging relative strength.

Market Activity +0.74

This component is supportive.

Price Cycle -0.38

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
SEAT
NASDAQ
2026-05-29 0.7709 lower -26.64%
CLS-B
STO
2025-08-01 0.7708 higher +43.44%
BRAIN
STO
2025-03-07 0.7708 lower -18.48%
1238
HKG
2022-12-23 0.7707 higher +0.58%
TREE
NASDAQ
2023-02-24 0.7695 lower -30.74%
2112
HKG
2025-03-07 0.7594 lower -12.86%
0360
HKG
2025-06-06 0.7592 lower -6.78%
4170
JPX
2024-04-05 0.757 lower -0.40%
PNR
ASX
2023-07-28 0.7551 lower -27.50%
AG1
GER
2024-05-24 0.7474 lower -10.86%
DMRA
NASDAQ
2024-03-22 0.7466 lower -13.06%
300609
SHZ
2021-07-16 0.7456 lower -8.36%
Distinctive drivers

What made this setup unusual

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

  • Sector structure -2.72114
  • Market Activity 0.64329
  • Trend Signal 0.57698
  • Price Cycle -0.4523
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.