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SPX Quant Engine · Match Research Note · #1525138

USL League Two·
Lansing City crest
Lansing CityHOME
2:5
Match Finished
HT 1-2
AFC Ann Arbor crest
AFC Ann ArborAWAY
Sat, Jun 27 · 23:00 UTC

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Lineup Analysis

Starting XI not yet confirmed — lineups land roughly an hour before kickoff and this report updates automatically.

Post-Match Deep Analytics

Two lifecycle groups: pre-match signals (available before kickoff) and per-player analytics that 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 an Engine Room feature →

Integrity Lock

This report's latest stage was generated at 2026-07-02T04:08:22.907Z and its canonical JSON hashed with SHA256 — locked at lineup confirmation. Each prior stage carries its own hash inside the corresponding tab so you can audit every step independently.

c2543d96db9b82a1b72e20b3a18549676553d7568a170c6693f630bcc6ceeb26
✓ Hash verified — contents unchanged

Model v4.56 · 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.

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