Group L · Matchday 1

← 경기 전 예측
Scheduled
Ghana
:
Panama

Live score, descriptive in-match stats, and a post-match calibration recap appear here once the match kicks off.

Match-outcome probability

  • Ghana win
    26.3%
  • Draw
    27.1%
  • Panama win
    46.6%

Analysis

The model gives Panama a moderate advantage at 46.6% versus 26.3% for Ghana (draw 27.1%). The Elo gap is substantial at 234 points in Panama's favour, reflecting a clear strength differential in recent form. Both sides enter with sub-50% advance probabilities in Group L (Ghana 22.7%, Panama 43.1%) — making this a high-stakes fixture for both.

Tactical matchup

Ghana (counter attacker) meet Panama (transition heavy) — contrasting tactical identities that should shape the contest.

Key battlegrounds

Ghana will look to stay compact and strike on the transition — defensive discipline is non-negotiable. Panama will look to stay compact and strike on the transition — defensive discipline is non-negotiable. The individual battle features Jordan Ayew (P(scores) 12.2%) against Alfredo Stephens (7.1%) — their impact could prove decisive. Panama play a more direct game while Ghana build more patiently — the tempo battle will shape whether this is an end-to-end contest or a methodical arm-wrestle.

Situational factors

Ghana face a 8,466km journey to the venue versus Panama's 3,905km — acclimatisation and fatigue could factor into the second half. Panama's Thomas Christiansen (6.4 years in post) brings significantly more tenure than Carlos Queiroz (0.4 years) — squad cohesion and tactical familiarity may differ accordingly.

Match storyline

For Jordan Ayew, this may be among the final World Cup fixtures — experience and composure on the biggest stage.

Key numbers

26.3% / 27.1% / 46.6%H / D / ACalibrated ensemble probability
-234Elo differentialGhana 1503 vs Panama 1737
1.18 – 1.04Expected goals (H – A)Dixon-Coles per-team rates
1-1 (13.9%)Modal scorelineMost likely exact full-time result
45.6%Both teams scoreP(both sides find the net)
12.2%P(goal) — Jordan AyewHighest anytime-scorer probability in fixture

Latest news & match context

Team news

No recent headlines for Ghana or Panama.

Match conditions
Stage:
Group L · Matchday 1

One side enters this match at full strength, while the other has a single squad concern to manage.

경기 후 보정은 무료입니다. 이 경기가 끝나면 예측 대 결과 회고(경기 전 확률 대 실제 결과, Brier score, log loss, 최종 xG 대 예측)가 회고 페이지에 게시되며, 누구나 볼 수 있습니다.

Standard Pass

That's the headline. The full forecast goes deeper.

The same Dixon-Coles fit behind the probabilities above also produces the breakdowns below — for this match and all 104.

Scoreline distribution

Half-time / full-time

Four models compared

Most likely scorers

Standard Pass

See exactly how Ghana v Panama plays out

The most likely scorelines, half-time and full-time paths, all four models side by side, the timing of the first goal, and which players are most likely to score — for this match and every one of the 104.

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라이브 확률의 작동 방식. 공개된 경기 전 예측은 라인업 확정(T-1h) 시점에 동결되어 킥오프 이후 변하지 않습니다. 경기 후 리뷰는 이 동결된 수치를 결과와 대조합니다. 경기 중 표시되는 라이브 승리 확률은 같은 모델을 현재 스코어와 남은 시간에 맞춰 다시 읽은 것입니다. 약 1분마다 갱신되고 항상 지연되며, 설명적 리서치 수치일 뿐 사행성 상품도, 어떤 형태의 가격도 아닙니다. 전체 프레임은 /docs/methodology/ 에서 확인하세요.