Pattern Intelligence · VIE

HERS quant read

The pattern is not clean enough for a strong directional call. The chart needs confirmation.

Next week 46.9%

Unclear · avg analogue -1.18%

Low conviction
Next 4 weeks 49.8%

Unclear · avg analogue +2.59%

Low conviction
Live chart evidence Chart evidence is mixed

The current setup has both supportive and challenging components.

Quant agreement Evidence not decisive

A decisive weekly close that pulls the 1-week and 4-week evidence into agreement.

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
3.79
Trend Line
3.96
Fair value
3.44
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 -3.69%

What weaker historical analogues tended to deliver.

Base analogue -0.16%

The middle outcome from the nearest resolved examples.

Bull case +2.55%

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 -4.26%

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

Price vs Fair Value +10.44%

Price is stretched above the current Fair Value estimate.

Market Dynamics -0.01

Market Dynamics are neutral.

Relative Strength -0.22

The stock is lagging relative strength.

Market Activity -0.17

This component is a drag.

Price Cycle +0.10

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
ARE
MEX
2022-09-23 0.638 higher +0.04%
R1SG34
SAO
2023-03-31 0.5839 higher +1.25%
A1ME34
SAO
2022-05-20 0.5723 lower -3.69%
A1ME34
SAO
2022-05-13 0.5656 lower -3.69%
VEEV
VIE
2024-08-09 0.5617 higher +11.97%
134790
KSC
2025-11-21 0.5615 higher +0.69%
NDX1
VIE
2023-07-28 0.5505 lower -10.40%
MACY
VIE
2023-07-14 0.5482 higher +4.33%
SKUE
OSL
2023-07-14 0.5479 higher +1.87%
PHTM
TLV
2025-09-05 0.5427 lower -1.56%
CVX
VIE
2023-03-31 0.5416 higher +0.57%
REE
VIE
2025-10-17 0.5368 lower -11.30%
Distinctive drivers

What made this setup unusual

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

  • Volume pressure -2.63769
  • Sector structure -1.89048
  • Trend Signal -0.42302
  • Market Activity -0.26167
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.