Agent Lab — a live forecast exhibit · Applied AI
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Group A · Matchday 1 · 2026-06-11

Mexico vs South Africa

Mexico City, Mexico

Most likely scoreline
1–0 15.8%
59.4%
MEX win
24.5%
Draw
16.0%
RSA win
Top scorelines
  • 1–0 15.8%
  • 0–0 12.4%
  • 2–0 12.0%
  • 1–1 9.2%
Total goals
0 to 10 goals · most likely → tallest

The agent’s call

3-agent ensemble · deepseek-chat
MEX win
70.0%
Draw
20.0%
RSA win
10.0%

Mexico's recent form is strong (+1.03 pts/match vs expectations against decent opponents) while South Africa is underperforming (-1.10 pts/match vs weak opponents). The altitude at Estadio Azteca (2240 m) gives Mexico a significant acclimatization edge, as highlighted in recent news. Key player quality also favours Mexico, with multiple players at top European clubs versus South Africa's mostly domestic base. The model's 58% home win is too low given these factors; I raise it to 70%, with draw at 20% and away win at 10%. Mexico's expected goals are boosted by altitude and form, while South Africa's attack is weaker. The most likely scorelines reflect a 2-0 or 1-0 win for Mexico, with a 2-1 possibility if South Africa snatch a goal. Draws like 1-1 or 0-0 are less likely but still possible given South Africa's defensive organization.

What the agent weighed
What the agent chose to investigate
The agent decided what to check on tavily — 6 sources kept:
  • “Mexico vs South Africa 2026-06-11 lineup injuries” match · 3 hits
    Late fitness or lineup changes could shift the forecast.
  • “Mexico City altitude 2026-06-11 weather forecast” match · 3 hits
    Altitude and weather can significantly affect performance.
Agent scorelines
generated 2026-06-11
Last 5 — MEX
+1.02 pts/match vs model expectation · opp. avg #27
  • POR #6 -0.0
  • BEL #10 +0.0
  • GHA #59 +0.9
  • AUS #28 +1.6
  • SER #31 +1.2
GF / GA last 10: 16 / 4
Last 5 — RSA
-1.07 pts/match vs model expectation · opp. avg #89
  • CAM #53 -1.2
  • PAN #74 -0.7
  • PAN #74 -1.7
  • NIC #151 -1.5
  • JAM #94 -0.5
GF / GA last 10: 15 / 11
Head-to-head (last 5)
  • 2010-06-11 South Africa 1–1 Mexico
  • 2005-07-08 South Africa 2–1 Mexico
  • 2000-06-07 Mexico 4–2 South Africa
  • 1993-10-06 Mexico 4–0 South Africa
▸ Full score grid (7×7)
P(home goals × away goals), %
0
1
2
3
4
5
6
0
12.4
7.2
2.5
0.7
0.2
0.0
0.0
1
15.8
9.2
3.2
0.9
0.2
0.0
0.0
2
12.0
7.0
2.5
0.7
0.2
0.0
0.0
3
7.1
4.2
1.5
0.4
0.1
0.0
0.0
4
3.6
2.1
0.7
0.2
0.0
0.0
0.0
5
1.7
1.0
0.3
0.1
0.0
0.0
0.0
6
0.7
0.4
0.1
0.0
0.0
0.0
0.0

Rows = MEX goals; columns = RSA 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)
1.71
MEX
0.66
RSA

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.