Lab

Where was Vesta right, and where wrong?

Over 68 league matches of Arminia Bielefeld 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 56. Draws: said 24, happened 31 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
Matches68each forecast before its season
Likeliest result happened50 in 100Vesta said 56
Draws31 in 100Vesta said 24
Goals a match2.32Vesta expected 2.80
Likeliest score happened16 in 100Vesta said 13

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
10–20 in 1003315.918.2+2.3
20–30 in 1008325.628.9+3.3
40–50 in 1002145.238.1−7.1
50–60 in 1002154.647.6−7.0

The biggest surprises

results Vesta gave the least chance that happened
  1. RasenBallsport Leipzig 0-2 Arminia BielefeldSat 18 Dec 2021 · Bundesliga8 in 100
  2. Bayern Munich 3-3 Arminia BielefeldMon 15 Feb 2021 · Bundesliga11 in 100
  3. Bayer Leverkusen 1-2 Arminia BielefeldSun 14 Mar 2021 · Bundesliga13 in 100
  4. Arminia Bielefeld 1-1 RasenBallsport LeipzigSat 14 May 2022 · Bundesliga15 in 100
  5. Arminia Bielefeld 3-0 VfB StuttgartWed 20 Jan 2021 · Bundesliga18 in 100
  6. Eintracht Frankfurt 1-1 Arminia BielefeldSat 19 Sep 2020 · Bundesliga18 in 100
  7. Eintracht Frankfurt 0-2 Arminia BielefeldFri 21 Jan 2022 · Bundesliga19 in 100
  8. VfB Stuttgart 0-1 Arminia BielefeldSat 6 Nov 2021 · Bundesliga20 in 100
  9. Arminia Bielefeld 1-0 Hertha BerlinSun 10 Jan 2021 · Bundesliga22 in 100
  10. VfB Stuttgart 0-2 Arminia BielefeldSat 22 May 2021 · Bundesliga23 in 100
  11. Arminia Bielefeld 1-0 FreiburgFri 9 Apr 2021 · Bundesliga24 in 100
  12. Freiburg 2-2 Arminia BielefeldSat 8 Jan 2022 · Bundesliga24 in 100

The surest calls that missed

the strongest favourites that did not win
  1. Bayern Munich 3-3 Arminia BielefeldMon 15 Feb 2021 · home win said84 in 100
  2. Arminia Bielefeld 1-1 RasenBallsport LeipzigSat 14 May 2022 · away win said79 in 100
  3. RasenBallsport Leipzig 0-2 Arminia BielefeldSat 18 Dec 2021 · home win said77 in 100
  4. Eintracht Frankfurt 1-1 Arminia BielefeldSat 19 Sep 2020 · home win said71 in 100
  5. Bayer Leverkusen 1-2 Arminia BielefeldSun 14 Mar 2021 · home win said65 in 100
  6. Arminia Bielefeld 3-0 VfB StuttgartWed 20 Jan 2021 · away win said59 in 100
  7. Freiburg 2-2 Arminia BielefeldSat 8 Jan 2022 · home win said59 in 100
  8. Eintracht Frankfurt 0-2 Arminia BielefeldFri 21 Jan 2022 · home win said57 in 100
  9. VfB Stuttgart 0-1 Arminia BielefeldSat 6 Nov 2021 · home win said55 in 100
  10. Hoffenheim 0-0 Arminia BielefeldSat 16 Jan 2021 · home win said54 in 100
  11. Arminia Bielefeld 0-0 Union BerlinSun 7 Mar 2021 · away win said54 in 100
  12. Arminia Bielefeld 2-2 WolfsburgSat 20 Nov 2021 · away win said52 in 100

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
Arminia Bielefeld686359.6+3.4
Werder Bremen263.1+2.9
Borussia Dortmund4129.2+2.8
Wolfsburg4107.7+2.3
Augsburg485.8+2.2
Borussia M.Gladbach4107.9+2.1
Bayer Leverkusen498.4+0.6
FC Cologne476.5+0.5
Union Berlin477.2−0.2
Mainz 05477.2−0.2
Greuther Fuerth222.4−0.4
Bochum233.4−0.4
Overrated: fewer points than expected
ClubMatchesPointsExpectedGap
VfB Stuttgart417.3−6.3
Eintracht Frankfurt458.1−3.1
RasenBallsport Leipzig479.8−2.8
Schalke 04202.4−2.4
Freiburg457.0−2.0
Hertha Berlin456.8−1.8
Hoffenheim467.3−1.3
Bayern Munich41010.6−0.6
Bochum233.4−0.4
Greuther Fuerth222.4−0.4
Mainz 05477.2−0.2
Union Berlin477.2−0.2

League by league, season by seasonLeague by league

Arminia Bielefeld's matches; the current season so far
CSV
SeasonLeagueMatchesLikeliest saidHappenedDraws saidDrawsGoals expectedGoalsRPS
2021-22Bundesliga34564424382.832.350.177
2020-21Bundesliga34555624242.762.290.202

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.

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