Bibiani Gold Stars vs Asante Kotoko — Cup 2022
Match Prediction
Statistical Prediction
Based on goals from last 3+ matches
✓ Correct in 50 of 100 matches — 6 more than always backing the home side
The model picks a winner (home or away) for each finished match using only pre-kickoff data, then checks it against the real result: 49.7% correct across 106,786 matches, vs 44.3% for always backing the home side.
Home picks 50.7% correct · Away picks 47.3% correct
Football matches only. Past performance is not indicative of future results.
Expected goals in this match
What is xG?
Every shot is scored 0–1 by how likely it is to be a goal from that spot — a chance in the middle of the box ≈ 0.4, a long shot from a tight angle ≈ 0.03, a penalty ≈ 0.76. Add them up over a match and that is the xG.
The scoreline can lie: you can win 1-0 on a fluke while creating half the chances. xG shows who was really closer to scoring — and over a season it predicts results better than goals alone.
Asante Kotoko creates 54% more chances
Season form · 3 home / 6 away
creates per match
allows per match
finishing
Total goals
- Under59
- Over41
Fewer than 3 goals likely
Both teams score
- No54
- Yes46
One side may not score
Score probability
Probability of each scoreline, %
Bibiani Gold Stars ↓
Most likely 0–1 (14%) · grid covers 98% of scorelines
More markets
Total goals
Double chance
Winning margin
Team goals
Draw no bet
Combos
Model probabilities, not odds. For information only.
How is this calculated?
Every number below comes from this match — nothing is made up.
Recent form of each side
Bibiani Gold Stars at home — creates 1.00, concedes 1.67 · 3 matches
Asante Kotoko away — creates 1.17, concedes 0.83 · 6 matches
⚑ Home and away form are counted separately — the home-field edge is already baked into these numbers.
Expected goals for this match
Bibiani Gold Stars attack 1.00 + Asante Kotoko defence 0.83 → ÷2 → 0.92
Asante Kotoko attack 1.17 + Bibiani Gold Stars defence 1.67 → ÷2 → 1.42
Each side's attack is blended with the other's defence, then averaged.
Chance of every scoreline
From those two numbers a Poisson distribution gives the probability of each exact score — the grid shown above.
The answer to "why 49%?"
Asante Kotoko at 49% is simply the biggest of the three — that is the pick.
What the model can't see
It reads only the stats of recent matches. It knows nothing about:
- injuries & suspensions
- the matchday lineup
- motivation — cup, relegation, a title race
- weather & pitch condition
- in-game coaching decisions
So 49% does not mean "Asante Kotoko will win" — it means "on the available stats, this is the most likely result."
Statistical model based on expected goals (xG). For informational purposes only.
Probable lineups not yet announced
Starting lineups are usually confirmed ~1 hour before kickoff
Bibiani Gold Stars host Asante Kotoko on Sunday, 7 January 2024 at 15:00. The match is part of the Cup 2022/2023 season.
Match Recap: Bibiani Gold Stars vs Asante Kotoko
Asante Kotoko beat Bibiani Gold Stars 1-0 in Cup on January 7, 2024.
The match was played at Bibiani Park in Bibiani.

