Pattern Intelligence · VIE

IOC quant read

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

Next week 33.2%

Unclear · avg analogue +308.70%

Moderate conviction
Next 4 weeks 39.5%

Likely lower · avg analogue -18.80%

Moderate conviction
Live chart evidence Chart evidence challenges the read

4 of the core evidence blocks are acting as headwinds.

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
10.20
Trend Line
-0.45
Fair value
-0.13
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 -6.78%

What weaker historical analogues tended to deliver.

Base analogue 0.00%

The middle outcome from the nearest resolved examples.

Bull case +6.96%

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 -200.00%

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

Price vs Fair Value -200.00%

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

Market Dynamics +0.00

Market Dynamics are neutral.

Relative Strength -5.00

The stock is lagging relative strength.

Market Activity +0.48

This component is supportive.

Price Cycle -5.00

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
8227
JPX
2026-05-29 0.4697 lower -2.04%
NISA
VIE
2022-05-13 0.4382 higher +7.34%
IWA
VIE
2025-09-05 0.4363 lower -167.38%
NTO
VIE
2024-08-09 0.4244 lower -0.87%
8069
HKG
2021-02-12 0.4063 higher +81.48%
SIGMA
NSI
2025-03-21 0.4056 higher +0.98%
1622
HKG
2025-02-07 0.403 higher +21.28%
STKE
NASDAQ
2025-12-26 0.3986 higher +13.02%
AGRD
TLV
2025-12-26 0.3984 higher +0.77%
LIQT
NASDAQ
2022-07-01 0.3971 higher +7.93%
NTU
JNB
2023-06-23 0.3938 higher +8.89%
BJKAS
IST
2024-11-08 0.3931 higher +0.66%
Distinctive drivers

What made this setup unusual

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

  • Price Cycle -5.06896
  • Relative Strength -4.98202
  • Sector structure -3.11196
  • Volume pressure -2.63769
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.