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Frozen pre-match forecast · #71047

Livorno VS Pianese

The original probability record, preserved separately from the final result.

Published before kickoff
26 Sep 2026 · 05:00 UTC
Match kickoff
26 Sep 2026 · 15:30 UTC
Record status
Graded

Before kickoff

Published probabilities

Home
53.78%
Draw
25.69%
Away
20.53%

These are the original displayed probabilities for this version. They are estimates, not guaranteed outcomes.

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After the final whistle

Result & grading

3 – 290-minute result
Brier score
0.3218
Log loss
0.6203

Lower scores are better. Extra time and penalties do not change the 90-minute outcome.

About this record and its grading
Model version
v5
Captured at
26 Sep 2026 · 05:00 UTC
SHA-256
b21e6956d276f704bedbd91d7df0e9140793e08611e951c7b1de0464404a550c

The checksum checks internal consistency; it is not independent proof against database tampering. Results use the current corrected fixture record. The archived probabilities remain unchanged.

Multiclass Brier sums squared errors across all three outcomes (0–2). Log loss uses natural logarithms and a 1e-15 floor. Rounded probabilities are normalized for grading.

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