🏴 Scottish Premiership · Regular Season - 5
Celtic vs Aberdeen
Sep 02, 06:45 PM · Celtic Park
✓ Recorded before kickoff
Celtic Home Win
87%
Predicted score: 2-0
1Outcome Probabilities
Match ResultMatch Result (1X2)The traditional outcome market: Home win (1), Draw (X), or Away win (2). Goalence outputs three probabilities summing to 100% for every fixture.→
Celtic Home Win
87%
Over/Under 2.5Over/Under 2.5A prediction market that resolves Over if the total goals in the match are 3 or more, Under if 2 or fewer. Computed from Goalence's two lambdas: P(home_goals + away_goals ≥ 3).→
Over 2.5 2.5
64%
Both Teams ScoreBTTS — Both Teams To ScoreA prediction market that resolves Yes if both teams score at least one goal in the match, No otherwise. Goalence outputs a BTTS probability for every fixture by integrating the Poisson distribution over scorelines.→
BTTS: Yes
51%
Confidence: ELITE.
2Most Likely Scores
3Drama Profile
How both teams have handled pressure across the season.
Historical pattern, informational only.
Pre-match Outlook
Goalence's Pi-Ratings model gives Celtic a clear edge against Aberdeen in Scottish Premiership — 87% confidence (ELITE tier) with an expected scoreline of 2-0.
Both teams are projected to score (51% BTTS yes), suggesting an open contest where neither defense fully shuts down the opponent.
How the Model Works
We use an iterative Pi-Ratings model: each team has separate home and away attack/defense ratings, updated after every match. Lambda values are converted to outcome probabilities via Poisson distribution. Match result, over/under, and BTTS predictions are all derived from a single coherent model.
Celtic vs Aberdeen — Celtic Home Win: 87%.
Predictions are produced by statistical models and cannot be guaranteed. Use as reference only.