Lab

Where was Vesta right, and where wrong?

Over 6 league matches of Coventry since 2017-18, each forecast by a model that had not seen that season, Vesta's likeliest result happened 50 times in 100; it said 55. Draws: said 23, happened 0 in 100.

Since its public record began on 30 Sep 2026: 51 league matches settled, the likeliest result happened 61 times in 100 (Vesta said 50). Every published forecast

League data to · Vesta · out of sample, 2017-18 on

Free
Matches6each forecast before its season
Likeliest result happened50 in 100Vesta said 55
Draws0 in 100Vesta said 23
Goals a match2.67Vesta expected 2.93
Likeliest score happened17 in 100Vesta said 14

When Vesta says N in 100, does it happen N times?Said v happened

every home win, draw and away win chance, grouped in bands of 10; on the line = exactly right
00252550507575100100 Vesta said (in 100)
Chance bandChancesSaidHappenedGap

Which clubs beat Vesta's expectationsClubs v Vesta

points won against the points Vesta's forecasts gave (3 × win + draw), these matches
Underrated: more points than expected
ClubMatchesPointsExpectedGap
Hull131.3+1.7
Brighton131.5+1.5
Coventry665.3+0.7
Manchester City132.4+0.6
Arsenal132.7+0.3
Newcastle United101.4−1.4
Nottingham Forest101.9−1.9
Overrated: fewer points than expected
ClubMatchesPointsExpectedGap
Nottingham Forest101.9−1.9
Newcastle United101.4−1.4
Arsenal132.7+0.3
Manchester City132.4+0.6
Coventry665.3+0.7
Brighton131.5+1.5
Hull131.3+1.7

League by league, season by seasonLeague by league

Coventry's matches; the current season so far
CSV
SeasonLeagueMatchesLikeliest saidHappenedDraws saidDrawsGoals expectedGoalsRPS
2026-27Premier League655502302.932.670.224

Each season from 2017-18 was hidden from Vesta and forecast with a model fitted only on the seasons before it, the same model that publishes today's forecasts (checked Tue 13 Oct 2026). These are the forecasts of past seasons, not the published ones: the public record of forecasts made before kick-off starts on 30 Sep 2026 and lives in Vesta's track record.

Related questions