SPX Quant Engine · Match Research Note · #1417316
◆ SPX Quant Forecast
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Match Analysis
Timeline, stats, lineups, player ratings and AI insights — live during the match.
SPX xG
ⓘLineup Analysis
Manchester City W
Player 68847
Player 93371
Player 68951
Player 88241
Player 68827
Player 360137
Player 68855
Player 380070
Player 310460
Player 81788
Player 68811
Liverpool W
Player 69034
Player 68854
Player 212982
Player 194678
Player 99871
Player 348108
Player 76194
Player 330941
Player 229045
Player 301796
Player 415254
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 2026-05-02T11:00:00.000Z 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.