SPX Quant Engine · Match Research Note · #1053254
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Match Analysis
Timeline, stats, lineups, player ratings and AI insights — live during the match.
SPX xG
ⓘLineup Analysis
Stirling University
Player 430016
Player 315181
Player 320082
Player 398102
Player 395226
Player 180483
Player 321533
Player 342520
Player 362992
Player 398105
Player 381815
Livingston U21
Player 430035
Player 430023
M. Welch-Hayes
Player 379653
Player 379654
C. Ledingham
D. Bahamboula
Player 374921
Player 379645
L. Stenhouse
Player 430021
Both sides named an XI close to their recent baseline.
Post-Match Deep Analytics
Key absences, beyond-outcome calls and per-player tactical visuals — the shot-based panels finalize from official match data after full-time.
Shot-quality scatter · pass-success grid · key absences · expected shots · beyond-outcome calls — the full tactical deep-dive is a Premium feature →
Integrity Lock
This report's latest stage was generated at 2026-06-09T02:36:46.517Z and its canonical JSON hashed with SHA256. Each prior stage carries its own hash inside the corresponding tab so you can audit every step independently.
Model v4.01 · Public beta: every published forecast is timestamped and model-versioned. When the beta period ends (June 2027), per-fixture pre-kickoff forecasts become immutable under our SHA256 audit policy.