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Group L · Matchday 7 · 2026-06-17

Ghana vs Panama

Toronto, Canada · neutral venue

Full time GHA 1–0 PAN

The agent called Panama (37%) — Worse than the model call wrong

The forecast below is what the agent published before kickoff.

Most likely scoreline

0–0 15.1%

41.7%

GHA win

29.5%

Draw

28.8%

PAN win

Top scorelines

0–0 15.1%
1–0 14.4%
0–1 11.5%
1–1 11.0%

Total goals

0 to 10 goals · most likely → tallest

The agent’s call

3-agent ensemble · deepseek-chat

GHA win

33.3%

Draw

30.0%

PAN win

36.7%

The prior model slightly favours Ghana (40% win) but the key factor is Thomas Partey's confirmed absence due to visa denial, which removes Ghana's most influential midfielder. Ghana's recent form is poor (LLLLD) while Panama's is solid (DWLWD), and though Ghana's squad value is higher, the Partey loss and form gap tilt the match toward a more balanced outcome. I adjust the prior down for Ghana and up for Panama, making the match essentially a toss-up with a slight lean to Panama given the intangibles. With Partey missing, Ghana's midfield control and creativity drop, reducing their expected goals from the model's 1.21. Panama's defence is organized (Murillo, Davis) and they can counter. A low-scoring draw or a narrow win for either side is most likely; the 0-0, 1-0, 0-1, and 1-1 scorelines dominate, with the model's original distribution slightly shifted toward Panama's favour.

What the agent weighed

Recent form

Ghana LLLLD (0.36 pts below expectation vs avg opponent rank #26); Panama DWLWD (+0.20 pts vs expectation vs avg opponent rank #70). → favours Panama
Head-to-head

No previous meetings. → no bearing
Squad market value

Ghana ranks 27/48 (45th pct), Panama 41/48 (15th pct); Ghana's squad ~5.5x more valuable. → favours Ghana
Key players

Ghana missing Thomas Partey (visa denial); still have Semenyo, Fatawu, Sulemana, Ayew, I. Williams, Nuamah. Panama have Waterman, Fajardo, Díaz, Davis, Murillo. → favours Ghana slightly (depth) but Partey absence hurts
Availability / injuries

Thomas Partey denied entry to Canada, will miss the match (source: nypost.com, sportingnews.com, bleacherreport.com). → favours Panama (removes Ghana's key midfielder)
Recent news

Multiple reports confirm Partey's visa denial; Ghana will be without him for the opener. → favours Panama
Match-day conditions

Toronto, 17.5°C feels 15.6°C, overcast, humidity 67%, wind 15.9 km/h, no precipitation. → no bearing (mild conditions, no extreme)
Model vs market

Model gives Ghana 40% win, draw 29%, Panama 31%; no market lines supplied for comparison. → no bearing (no market divergence to assess)

What the agent chose to investigate

The agent decided what to check on tavily — 3 sources kept:

“Ghana vs Panama 2026-06-17 lineup injuries suspensions” match · 3 hits
Late fitness or lineup news could shift the forecast significantly.

Agent scorelines

0–0 17%
0–1 16%
1–0 15%
1–1 15%
0–2 11%
2–1 10%

generated 2026-06-17

Last 5 — GHA

-0.42 pts/match vs model expectation · opp. avg #27

KOR #40 -1.0
AUT #23 -0.8
GER #7 -0.3
MEX #20 -0.7
WAL #44 +0.0

GF / GA last 10: 11 / 14

Last 5 — PAN

+0.20 pts/match vs model expectation · opp. avg #68

RSA #61 -0.0
RSA #61 +2.0
BRA #3 -0.1
DOM #149 +0.5
BIH #64 -0.5

GF / GA last 10: 18 / 16

Head-to-head (last 5)

No prior meetings in the dataset.

▸ Full score grid (7×7)

P(home goals × away goals), %

15.1

11.5

5.3

1.9

0.6

0.2

0.0

14.4

11.0

5.1

1.8

0.6

0.2

0.0

8.3

6.3

2.9

1.0

0.3

0.1

0.0

3.7

2.8

1.3

0.5

0.1

0.0

1.4

1.1

0.5

0.2

0.1

0.0

0.5

0.4

0.2

0.1

0.0

0.2

0.1

0.0

Rows = GHA goals; columns = PAN goals. Above-diagonal cells are home wins; diagonal = draws; below = away wins. Truncated at 6 — the joint mass past that is < 1 %.

Expected goals (Poisson rate, λ)

1.18

GHA

0.9

PAN

Independent-Poisson rates. W/D/L and the score grid integrate the full 13×13 joint under these two parameters.

News context — injuries, suspensions, projected XI — is not part of the model, which sees only past results.