SPX Quant Engine · Match Research Note · #1417307
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Match Analysis
Timeline, stats, lineups, player ratings and AI insights — live during the match.
SPX xG
ⓘLineup Analysis
Chelsea W
Player 81887
Player 68781
Player 68826
Player 360256
Player 557242
K. Walsh
Player 380005
Player 329177
S. Nüsken
Player 143606
Player 68797
Aston Villa W
Player 81933
Player 93394
Player 328862
Player 144765
Player 413398
Player 557231
Player 87532
Player 362386
Player 88300
Player 557230
Player 143605
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 2026-03-28T11:00:00.000Z 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.