SPX Quant Engine · Match Research Note · #1439733
◆ 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
Pontedera
Player 593267
Player 638153
Player 338991
Player 57092
Player 613502
Player 500106
Player 386380
Player 162074
Player 394170
Herculano Nabian
Player 644736
Livorno
Player 557114
Player 265686
Player 106162
Player 199582
Player 31387
Player 556933
Player 557077
Player 127051
Player 56327
Lorenzo Malagrida
Samuel Di Carmine
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.