Independent Research Evaluation

FINAL TECHNICAL
AUDIT

Hippo Strategy Engine โ€” FIFA World Cup 2026

PERFORMANCE VERIFIED AUDIT FINALIZED
Researcher
CTSuwan (Chonmapoohm Thamsuwan)
Date
2026-07-20
System
Hippo Strategy Engine (Hippo42Picks)
Scope
Full Tournament (104 Matches)
1

Executive Performance Summary

Evaluation criterion: 90-Minute Regulation Time (1X2 Prediction) โ€” extra-time and penalty shootouts excluded.

Metric Group Stage Knockout Phase Aggregate
Matches Evaluated 75 29 104
Correct Predictions 44 19 63
Accuracy 58.67% 65.52% 60.58%
2

Exact Score Hits

Matches predicted with exact 90-minute scores:

New Zealand vs Egypt 1-1
Japan vs Sweden 1-1
Switzerland vs Bosnia 1-1
Argentina vs Algeria 3-0
3

Knockout Phase Audit

Correct 19 / 29
Accuracy 65.52%

Draw-variance cases โ€” forecasted win/loss, finished as draws:

Recorded as incorrect predictions to maintain evaluation consistency.

4

Scientific Integrity Statement

All results were evaluated using 90-minute regulation time only.

Extra-time and penalty-shootout outcomes were excluded from performance calculations.

The reported accuracy of 60.58% represents the final verified result across all 104 matches.

Project Repository & Live Demo

Audited by CTSuwan (Chonmapoohm Thamsuwan) ยท This audit reflects an independent research evaluation conducted with full transparency and reproducibility.