Lab

Where was Vesta right, and where wrong?

Over 39 league matches of Paderborn since 2017-18, each forecast by a model that had not seen that season, Vesta's likeliest result happened 49 times in 100; it said 54. Draws: said 23, happened 23 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
Matches39each forecast before its season
Likeliest result happened49 in 100Vesta said 54
Draws23 in 100Vesta said 23
Goals a match3.10Vesta expected 3.12
Likeliest score happened10 in 100Vesta said 12

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
20–30 in 1004025.427.5+2.1
30–40 in 1002134.842.9+8.0

The biggest surprises

results Vesta gave the least chance that happened
  1. RasenBallsport Leipzig 1-1 PaderbornSat 6 Jun 2020 · Bundesliga11 in 100
  2. Borussia Dortmund 3-3 PaderbornFri 22 Nov 2019 · Bundesliga16 in 100
  3. Werder Bremen 0-1 PaderbornSun 8 Dec 2019 · Bundesliga19 in 100
  4. Paderborn 1-3 FreiburgSat 24 Aug 2019 · Bundesliga22 in 100
  5. Mainz 05 0-0 PaderbornSat 29 Aug 2026 · Bundesliga23 in 100
  6. Wolfsburg 1-1 PaderbornSat 31 Aug 2019 · Bundesliga23 in 100
  7. Paderborn 1-1 HoffenheimSat 23 May 2020 · Bundesliga25 in 100
  8. Schalke 04 1-1 PaderbornSat 8 Feb 2020 · Bundesliga25 in 100
  9. Augsburg 0-0 PaderbornWed 27 May 2020 · Bundesliga26 in 100
  10. Fortuna Duesseldorf 0-0 PaderbornSat 16 May 2020 · Bundesliga26 in 100
  11. Freiburg 0-2 PaderbornSat 25 Jan 2020 · Bundesliga27 in 100
  12. Paderborn 1-1 Union BerlinSat 14 Dec 2019 · Bundesliga27 in 100

The surest calls that missed

the strongest favourites that did not win
  1. RasenBallsport Leipzig 1-1 PaderbornSat 6 Jun 2020 · home win said84 in 100
  2. Borussia Dortmund 3-3 PaderbornFri 22 Nov 2019 · home win said74 in 100
  3. Mainz 05 0-0 PaderbornSat 29 Aug 2026 · home win said60 in 100
  4. Werder Bremen 0-1 PaderbornSun 8 Dec 2019 · home win said58 in 100
  5. Paderborn 1-3 FreiburgSat 24 Aug 2019 · home win said55 in 100
  6. Wolfsburg 1-1 PaderbornSat 31 Aug 2019 · home win said54 in 100
  7. Schalke 04 1-1 PaderbornSat 8 Feb 2020 · home win said51 in 100
  8. Augsburg 0-0 PaderbornWed 27 May 2020 · home win said49 in 100
  9. Freiburg 0-2 PaderbornSat 25 Jan 2020 · home win said48 in 100
  10. Paderborn 2-1 Eintracht FrankfurtSun 22 Dec 2019 · away win said46 in 100
  11. Paderborn 1-2 Hertha BerlinSat 15 Feb 2020 · home win said44 in 100
  12. Paderborn 1-2 Mainz 05Sat 5 Oct 2019 · home win said44 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
Hertha Berlin262.9+3.1
FC Cologne263.1+2.9
Freiburg363.8+2.2
Mainz 05374.8+2.2
Borussia M.Gladbach264.3+1.7
Bayer Leverkusen264.3+1.7
VfB Stuttgart131.5+1.5
Schalke 04243.0+1.0
Augsburg243.0+1.0
Union Berlin243.1+0.9
Bayern Munich265.3+0.7
Wolfsburg243.3+0.7
Overrated: fewer points than expected
ClubMatchesPointsExpectedGap
Paderborn392439.0−15.0
Fortuna Duesseldorf212.9−1.9
Hoffenheim345.1−1.1
Eintracht Frankfurt233.9−0.9
RasenBallsport Leipzig244.8−0.8
Werder Bremen233.2−0.2
Borussia Dortmund376.7+0.3
Wolfsburg243.3+0.7
Bayern Munich265.3+0.7
Union Berlin243.1+0.9
Augsburg243.0+1.0
Schalke 04243.0+1.0

League by league, season by seasonLeague by league

Paderborn's matches; the current season so far
CSV
SeasonLeagueMatchesLikeliest saidHappenedDraws saidDrawsGoals expectedGoalsRPS
2026-27Bundesliga5484026202.912.000.223
2019-20Bundesliga34555022243.163.260.201

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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