Agent Lab — a live forecast exhibit · Applied AI
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Group L · Matchday 13 · 2026-06-23

Panama vs Croatia

Toronto, Canada · neutral venue

Most likely scoreline
0–1 14.4%
14.3%
PAN win
22.0%
Draw
63.4%
CRO win
Top scorelines
  • 0–1 14.4%
  • 0–2 12.1%
  • 0–0 10.4%
  • 1–1 8.6%
Total goals
0 to 10 goals · most likely → tallest

The agent’s call

3-agent ensemble · deepseek-chat
PAN win
14.7%
Draw
22.0%
CRO win
63.3%

The model already heavily favours Croatia (64% away win), and the key player analysis strongly supports that: Croatia's stars play at top European clubs while Panama's are mostly in lower-tier leagues. No injuries, no extreme conditions, no head-to-head history, and no relevant news alter the picture. The model's prior is well-justified, so I keep it essentially unchanged, with a tiny nudge toward Croatia due to the squad quality gap. The model expects Croatia to score around 1.95 goals and Panama 0.67, leading to low-scoring outcomes like 0-1, 0-2, or 0-0. Croatia's superior attack and Panama's limited firepower make a clean sheet for Croatia likely, while Panama's defence (with Murillo at Marseille) might keep it from being a rout. The most probable scorelines reflect a one- or two-goal Croatian win.

What the agent weighed
What the agent checked on the web
Searched tavily for PAN · CRO — 6 sources kept
Agent scorelines
generated 2026-06-11
Last 5 — PAN
+0.19 pts/match vs model expectation · opp. avg #69
  • RSA #64 -0.1
  • RSA #64 +1.9
  • BRA #3 -0.1
  • DOM #149 +0.5
  • BIH #63 -0.5
GF / GA last 10: 18 / 16
Last 5 — CRO
+0.05 pts/match vs model expectation · opp. avg #31
  • MON #84 +0.7
  • COL #8 +1.9
  • BRA #3 -0.8
  • BEL #10 -1.4
  • SLO #51 +0.9
GF / GA last 10: 19 / 10
Head-to-head (last 5)

No prior meetings in the dataset.

▸ Full score grid (7×7)
P(home goals × away goals), %
0
1
2
3
4
5
6
0
10.4
14.4
12.1
7.9
4.4
2.2
1.0
1
6.1
8.6
7.2
4.7
2.6
1.3
0.6
2
2.2
3.0
2.5
1.7
0.9
0.5
0.2
3
0.6
0.8
0.7
0.5
0.3
0.1
0.1
4
0.1
0.2
0.2
0.1
0.1
0.0
0.0
5
0.0
0.0
0.0
0.0
0.0
0.0
0.0
6
0.0
0.0
0.0
0.0
0.0
0.0
0.0

Rows = PAN goals; columns = CRO 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)
0.67
PAN
1.94
CRO

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.