Pattern Intelligence · NSI

ASTEC quant read

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

Next week 63.8%

Likely higher · avg analogue +2.87%

Moderate conviction
Next 4 weeks 51.7%

Unclear · avg analogue +2.46%

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
689.20
Trend Line
674.24
Fair value
961.15
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 -2.85%

What weaker historical analogues tended to deliver.

Base analogue +1.55%

The middle outcome from the nearest resolved examples.

Bull case +7.03%

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 +2.22%

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

Price vs Fair Value -28.29%

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

Market Dynamics +0.01

Market Dynamics are neutral.

Relative Strength -0.03

Relative strength is not giving a clear edge.

Market Activity +0.28

This component is supportive.

Price Cycle -0.28

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
OGI
TOR
2026-06-12 0.9326 lower -8.05%
ZENITHEXPO
NSI
2026-06-12 0.9241 higher +0.34%
INDBANK
NSI
2026-06-12 0.9193 higher +2.16%
OBIO
NASDAQ
2026-06-12 0.9148 lower -2.68%
UNH
GER
2026-06-12 0.9144 higher +7.07%
SZ50
GER
2026-06-12 0.9136 higher +1.54%
VIPULLTD
NSI
2026-06-12 0.9131 higher +80.64%
KITEX
NSI
2026-06-12 0.9012 higher +5.74%
KRKR
NASDAQ
2026-06-12 0.8956 lower -5.12%
VLN
NYSE
2026-06-12 0.8917 lower -5.88%
SMI
ASX
2026-06-12 0.8824 lower -20.35%
MEDANTA
NSI
2026-06-12 0.8819 higher +8.24%
Distinctive drivers

What made this setup unusual

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

  • Volume pressure -1.54386
  • Factor stack 0.9594
  • Quality context 0.94938
  • Yield context 0.92936
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.