Pattern Intelligence ยท NSI

EIFFL quant read

Euro India Fresh Foods Limited ยท Consumer Defensive

The nearest historical setups lean lower, but the completed-week chart evidence is not confirming that read yet.

1-week positive match rate 20.3%

Historically negative ยท avg analogue -1.15%

Moderate historical lean
4-week blended positive rate 50.3%

Unclear ยท avg analogue +1.05%

Mixed historical lean
Completed-week chart evidence Chart evidence supports the read

2 of the core evidence blocks are supportive.

Evidence agreement Evidence not decisive

Not confirmed yet; needs relative strength breaking down before treating the downside read as live.

Current weekly tape

Price, trend line, and fair value

Compare the stored pattern with completed weekly prices. The Fair Value line is the latest reference within this chart, held constant across the display.

Close
271.70
Trend Line
266.92
Fair value
203.73
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

Selected 4-week example returns

Each bar is a stored exampleโ€™s subsequent return, ordered by similarity. This selected set differs from the weighted global, sector and industry blend above.

Hover for analogue return and similarity rank.
Outcome frame

How varied were the historical outcomes?

The lower quartile, median and upper quartile of the selected examples. Actual future outcomes can fall outside this historical range.

Lower quartile -6.08%

What weaker historical analogues tended to deliver.

Median example 0.00%

The middle outcome from the nearest resolved examples.

Upper quartile +4.65%

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 historical read.

Price vs Trend Line +1.79%

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

Price vs Fair Value +33.36%

Price is stretched above the current Fair Value estimate.

Market Dynamics -0.01

Market Dynamics are neutral.

Relative Strength +0.13

The stock is showing relative leadership.

Market Activity +0.03

This component is neutral.

Price Cycle +0.33

This component is supportive.

Historical rhymes

Closest resolved setups

The table keeps the model honest: these are the actual examples behind the selected-example statistics.

Ticker Week Similarity Outcome 4W return
SPEC
LSE
2026-06-12 0.5516 higher +14.79%
Z29
GER
2026-06-12 0.5258 flat 0.00%
NBG6
GER
2026-06-12 0.5077 flat 0.00%
PSAN
GER
2026-06-12 0.5064 higher +2.43%
TECX
NASDAQ
2026-06-12 0.503 higher +13.51%
PMG
LSE
2026-06-12 0.5019 flat 0.00%
MCM
ASX
2026-06-12 0.4991 lower -8.47%
NF4
GER
2026-06-12 0.4954 higher +1.27%
AEX
LSE
2026-06-12 0.4945 lower -3.92%
EDC
GER
2026-06-12 0.4905 higher +4.11%
RFG
LSE
2026-06-12 0.4883 lower -1.89%
PBF
MEX
2026-06-12 0.4821 higher +14.06%
L1YB34
SAO
2026-06-12 0.478 lower -10.91%
SQZ
LSE
2026-06-12 0.476 lower -13.60%
ANSS
NASDAQ
2026-06-12 0.4734 flat 0.00%
BOG
GER
2026-06-12 0.4729 higher +4.83%
HBR
LSE
2026-06-12 0.4727 lower -15.57%
IWS
OSL
2026-06-05 0.4705 lower -4.95%
BTM
SES
2026-06-05 0.4704 lower -14.57%
BBSI
JKT
2026-06-12 0.4683 higher +7.05%
MSGM
NASDAQ
2026-06-12 0.468 higher +5.73%
2885
HKG
2026-06-12 0.4678 lower -6.45%
1552
HKG
2026-06-12 0.4678 higher +6.00%
EBTC
NASDAQ
2026-06-12 0.4646 flat 0.00%
RIGN
MEX
2026-06-12 0.4639 lower -13.78%
UNIVPHOTO
NSI
2026-06-12 0.4632 lower -2.40%
A52
SES
2026-06-05 0.4631 lower -7.25%
FREY
PAR
2026-06-12 0.4629 higher +6.38%
MWET4
SAO
2026-06-12 0.4625 higher +3.43%
AVX
SES
2026-06-05 0.462 higher +2.27%
Distinctive drivers

What made this setup unusual

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

  • Volume pressure -1.81387
  • Sector structure 0.85612
  • Value context 0.84828
  • Factor stack 0.79824
This is historical analogue evidence, not advice. It becomes more useful when historical rate, average return, chart evidence, and nearby examples all point in the same direction.
Sample audit ยท Selected examples

How much evidence stands behind the reading?

30 distinct examples across 30 companies and 2 entry weeks. 2026-06-05โ€“2026-06-12.

Median return0.00%4 weeks after entry
Middle 80% of outcomes-13.62% to 7.69%10thโ€“90th historical percentiles
Largest company share3%Of selected examples
Weight-equivalent sample29.9Accounts for unequal weights, not dependence

The distribution, including losses

< โˆ’10%
5
โˆ’10 to โˆ’5%
3
โˆ’5 to 0%
4
0 to 5%
11
5 to 10%
4
โ‰ฅ 10%
3

5 unchanged outcomes. Bins use equal counts, not similarity weights; positive means strictly above zero.

Does one observation change the story?

Selected-example mean
-0.60%
Without the best outcome
-1.13%
Without the worst outcome
-0.08%
Non-overlapping within each company
-0.60% ยท 30 cases

The two exclusion checks show how much the extremes affect the mean. Companies can still share the same market shock; these checks do not prove independence.

Peer comparison

Does the result travel across comparison groups?

The headline 4-week rate blends these stored groups. The selected example chart and one-week calculation use a combined shortlist, so they will not necessarily reproduce that blend.

Comparison groupPositive rateMean returnMatchesBlend weightMedian similarity
Global
43.5%
-0.48%3055%0.47
SectorSame country
54.7%
3.07%3030%0.29
IndustrySame country
66.4%
2.64%3015%0.17

Groups can share examples. Their counts must not be added together as independent observations. Similarity measures resemblance, not a likelihood of success.

Research playbook

What would strengthen or weaken this case?

Continuation

Historical lean meets chart support

Not confirmed yet; needs relative strength breaking down before treating the downside read as live.

Look for the next completed weekly observation to sustain agreement in trend, relative strength and activity.

Conflict

Similar history, different conditions

If current price and direction oppose the historical lean, keep it as an unconfirmed case. Review the weaker peer group and whether the result depends on extreme examples.

Reassessment

The setup changes

A change in trend, fading relative strength or a materially different pattern can make the old matches less relevant. Recheck the pattern date and the next published reading.

Method and limits

Read the evidence in the right order

1. Compare like with like

Weekly price and indicator conditions are matched with resolved historical setups. Each listing appears once, using its most recent stored reading. Check the date and outcome horizon.

2. Separate frequency from payoff

The headline is a similarity-weighted blend of global, same-country sector and industry results where available. A high positive rate can coexist with large losses. Inspect the median, tails and individual examples.

3. Demand current confirmation

These are descriptive historical matches, not calibrated odds or an independently validated trading edge. Examples may overlap in time, share companies and reflect later data corrections. Costs, liquidity and delisted-company coverage need separate evaluation.

Evidence context