2026/27 · this week
Corner lines for the live Premier League week.
Eight-member hierarchical ensemble pretrained on non-EPL leagues, then an EPL specialist and lagged Pulse. Finished games sit in Last week. Official lines are the NearPost distribution — Unibet and Grok stay as labelled comparators, not a silent blend.
Matches in memory
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EPL 2019–26
League avg total
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—% over 10.5
Home / away split
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corners per side
Model
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Frozen hierarchical ensemble serving Week
This week
No remaining fixtures — last week is below
Grok match briefs
Refresh Grok writes a match-specific corner line plus notes — injuries, likely XI, set-piece takers, referee, weather. On Week, a slider linearly mixes that line with NearPost, up to 50/50. It never changes the locked official card. Unibet stays a comparator.
Heuristic stand-in
Shipped net
Eight-member hierarchical funnel, 443k parameters each. Non-EPL global body, then an EPL specialist and lagged Pulse. Neural weights stay frozen on the global trunk; weekly Lab runs one EPL+Pulse epoch on 2025/26 plus new results. Unibet stays a comparator.
Open model lab