Agent Lab — a live forecast exhibit · Applied AI
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Group H · Matchday 11 · 2026-06-21

Spain vs Saudi Arabia

Atlanta, United States · neutral venue

Most likely scoreline
1–0 15.5%
74.8%
ESP win
17.5%
Draw
7.1%
KSA win
Top scorelines
  • 1–0 15.5%
  • 2–0 14.8%
  • 3–0 11.0%
  • 0–0 9.7%
Total goals
0 to 10 goals · most likely → tallest

The agent’s call

3-agent ensemble · deepseek-chat
ESP win
80.7%
Draw
13.7%
KSA win
5.7%

The model already heavily favours Spain (75%), and every supplied factor reinforces that: Spain's recent form is solid (unbeaten in five), they have a perfect head-to-head record (3-0), their key players are elite European talent while Saudi Arabia's are domestic, and recent news shows Spain beat a stronger opponent in their warm-up. No injuries or conditions disrupt Spain's advantage. I raise Spain's win probability slightly from 75% to 80% to reflect the consistent strength of the evidence, but keep the move modest because the prior was already high and Saudi Arabia's recent win (over Puerto Rico) shows some resilience. Spain's expected goals (2.34) suggest 2-3 goals, while Saudi Arabia's (0.43) suggest 0-1. The most likely scorelines are 2-0 and 3-0, reflecting Spain's defensive solidity (clean sheets in 3 of last 5) and Saudi Arabia's low scoring threat. A 1-0 is also plausible if Spain underperform, but the historical 5-0 suggests potential for a bigger margin. I keep the scoreline distribution close to the model's top lines, slightly increasing 2-0 and 3-0 probabilities.

What the agent weighed
What the agent checked on the web
Searched tavily for ESP · KSA — 6 sources kept
Agent scorelines
generated 2026-06-11
Last 5 — ESP
-0.52 pts/match vs model expectation · opp. avg #42
  • TUR #25 -1.5
  • SER #31 +0.5
  • EGY #39 -1.5
  • IRQ #75 -1.8
  • PER #42 +0.9
GF / GA last 10: 28 / 4
Last 5 — KSA
-0.17 pts/match vs model expectation · opp. avg #54
  • EGY #39 -1.2
  • SER #31 -0.7
  • ECU #16 -0.7
  • PUE #166 +0.5
  • SEN #20 +0.0
GF / GA last 10: 12 / 13
Head-to-head (last 5)
  • 2012-09-07 Spain 5–0 Saudi Arabia
  • 2010-05-29 Spain 3–2 Saudi Arabia
  • 2006-06-23 Saudi Arabia 0–1 Spain
▸ Full score grid (7×7)
P(home goals × away goals), %
0
1
2
3
4
5
6
0
9.7
3.9
0.9
0.2
0.0
0.0
0.0
1
15.5
6.1
1.5
0.3
0.0
0.0
0.0
2
14.8
5.9
1.4
0.3
0.0
0.0
0.0
3
11.0
4.4
1.0
0.2
0.0
0.0
0.0
4
7.0
2.8
0.7
0.1
0.0
0.0
0.0
5
4.0
1.6
0.4
0.1
0.0
0.0
0.0
6
2.1
0.8
0.2
0.0
0.0
0.0
0.0

Rows = ESP goals; columns = KSA 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)
2.34
ESP
0.43
KSA

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.