Predictions / World Cup 2026 / Ghana vs Panama

Ghana vs Panama AI Match Forecast

Jun 17, 2026 - 23:00
0.97
1.73
19.4% 26.6% 54.0%
Group L
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Slight lean
Panama · 54.0%
Panama leads at 54.0% vs 26.6% for the next-most-likely outcome (gap 27.4 pp).
AI Match Forecast
Outcome Probability
Ghana 19.4%
Draw 26.6%
Panama 54.0%
Poisson goal-line probabilities
Line Over Under
0.5 91.8% 8.2%
1.5 76.6% 23.4%
2.5 50.6% 49.4%
3.5 28.6% 71.4%
4.5 13.7% 86.3%
Match Expectations
Over 2.5 goals
50.6%
Balanced
Under 2.5 goals
49.4%
Both teams to score
52.5%
Balanced
Clean sheet likely
47.5%

Poisson total-goals expectation Σλ = 2.7 (Over 2.5 50.6% · Under 2.5 49.4%).

BTTS Yes 52.5% · No 47.5% — neither side dominates the BTTS split.

Most Likely Scorelines
Score Probability
0-1 11.7%
1-1 11.3%
0-2 10.1%
1-2 9.8%
0-0 6.7%

Top Poisson cell: 0-1 at 11.7% (exact-score variance remains high).

Model summary

1X2 from Elo-adjusted λ (0.97 / 1.73): home 19.4%, draw 26.6%, away 54.0%. Source: Dixon–Coles Poisson grid — not bookmaker odds.

Forecast clarity
Clarity: Medium

Qualitative clarity of the 1X2 split — not a calibrated win-probability confidence interval.

  • Lead outcome 54.0% with 27.4 pp over second place.
FAQ
How are win probabilities calculated?

Home and away expected goals (λ) are derived from Elo ratings and tournament parameters, then fed into a Dixon–Coles Poisson grid to produce 1X2, goal-line, and scoreline probabilities shown on this page.

Is this page betting advice?

No. OddsGPT displays model probabilities for informational purposes only. We do not recommend wagers or stake sizes on this page.

What does xG / λ mean here?

λ is the model’s pre-match expected goals for each team before variance is simulated. It is an input to the Poisson matrix, not a post-match expected-goals stat.

Why are exact score probabilities low?

Even the most likely scoreline typically sits below 15% because many score combinations share the probability mass — that is normal for Poisson models.

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