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

Full time ESP 4–0 KSA
The agent called Spain (77%) — Better than the model call right

The forecast below is what the agent published before kickoff.

Most likely scoreline
1–0 16.0%
76.2%
ESP win
17.0%
Draw
6.2%
KSA win
Top scorelines
  • 1–0 16.0%
  • 2–0 15.4%
  • 3–0 11.5%
  • 0–0 10.0%
Total goals
0 to 10 goals · most likely → tallest

The agent’s call

3-agent ensemble · deepseek-chat
ESP win
77.0%
Draw
15.3%
KSA win
7.7%

The model's prior (74% Spain win) is supported by a massive squad value gap (Spain 96th pct vs Saudi 11th pct), dominant head-to-head record, and superior key players at top clubs. The only counterweight is news that Lamine Yamal may be injured or limited, which slightly reduces Spain's attacking ceiling. However, even without Yamal, Spain's depth (Pedri, Rodri, Ferran Torres, Oyarzabal) is overwhelming. I nudge the home win probability slightly upward from 74% to 78% to reflect the squad quality edge beyond what the model (which lags squad reality) captures, but keep the move modest due to the Yamal uncertainty. Spain's expected goals of 2.27 reflect a strong attack, but Saudi Arabia's defense is poor (squad value 11th pct). The most likely scorelines are 2-0 and 1-0, with a non-trivial chance of 3-0. Saudi Arabia's attack is weak (0.42 xG), making a clean sheet for Spain probable. The 0-0 draw is possible if Spain misfires, but unlikely given the talent gap.

What the agent weighed
What the agent chose to investigate
The agent decided what to check on tavily — 9 sources kept:
  • “Spain vs Saudi Arabia 2026-06-21 team news injuries suspensions” match · 3 hits
    Late fitness updates or suspensions could significantly alter the forecast.
  • “Spain squad 2026 June injuries” ESP · 3 hits
    Key Spanish players missing would change the match outlook.
  • “Saudi Arabia squad 2026 June injuries” KSA · 3 hits
    Saudi Arabia's key player availability could affect their chances.
Agent scorelines
generated 2026-06-21
Last 5 — ESP
-0.85 pts/match vs model expectation · opp. avg #51
  • SER #30 +0.5
  • EGY #34 -1.5
  • IRQ #80 -1.9
  • PER #42 +0.8
  • CPV #71 -1.6
GF / GA last 10: 25 / 4
Last 5 — KSA
+0.12 pts/match vs model expectation · opp. avg #49
  • SER #30 -0.7
  • ECU #17 -0.7
  • PUE #166 +0.5
  • SEN #21 +0.1
  • URU #12 +0.4
GF / GA last 10: 11 / 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
10.0
3.5
0.8
0.1
0.0
0.0
0.0
1
16.0
5.7
1.2
0.2
0.0
0.0
0.0
2
15.4
5.5
1.2
0.2
0.0
0.0
0.0
3
11.5
4.1
0.9
0.1
0.0
0.0
0.0
4
7.4
2.6
0.6
0.1
0.0
0.0
0.0
5
4.3
1.5
0.3
0.1
0.0
0.0
0.0
6
2.3
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)
2.37
ESP
0.38
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.