Pattern Intelligence · ASX

HMD quant read

The nearest historical setups point to a better-than-even chance of higher prices across the tested horizon set.

Next week 63.7%

Likely higher · avg analogue +2.57%

Moderate conviction
Next 4 weeks 60.4%

Likely higher · avg analogue +5.47%

Moderate conviction
Live chart evidence Chart evidence is mixed

The current setup has both supportive and challenging components.

Quant agreement Probabilities agree

Confirmation from price holding above trend and relative strength staying firm.

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
0.04
Trend Line
0.04
Fair value
0.03
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 -3.99%

What weaker historical analogues tended to deliver.

Base analogue +1.12%

The middle outcome from the nearest resolved examples.

Bull case +9.23%

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 -5.57%

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

Price vs Fair Value +28.37%

Price is stretched above the current Fair Value estimate.

Market Dynamics -0.01

Market Dynamics are neutral.

Relative Strength +0.04

Relative strength is not giving a clear edge.

Market Activity -0.09

This component is a drag.

Price Cycle +0.28

This component is supportive.

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
KMEW
NSI
2026-06-12 0.9396 higher +25.49%
KITEX
NSI
2026-06-12 0.9133 higher +5.74%
GOOS
TOR
2026-06-12 0.9047 lower -2.90%
OBIO
NASDAQ
2026-06-12 0.9018 lower -2.68%
INDBANK
NSI
2026-06-12 0.8953 higher +2.16%
SMI
ASX
2026-06-12 0.8927 lower -20.35%
VIPULLTD
NSI
2026-06-12 0.8911 higher +80.64%
WFG
NYSE
2026-06-12 0.8838 lower -2.12%
ZENITHEXPO
NSI
2026-06-12 0.8796 higher +0.34%
KRKR
NASDAQ
2026-06-12 0.8775 lower -5.12%
MINDTECK
NSI
2026-06-12 0.876 higher +1.20%
SZ50
GER
2026-06-12 0.8723 higher +1.54%
Distinctive drivers

What made this setup unusual

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

  • Momentum context 1.99938
  • Volume pressure -1.72659
  • Value context 0.96935
  • Growth context 0.94935
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.