Agent Lab — a live forecast exhibit · Applied AI
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Group G · Matchday 5 · 2026-06-15

Belgium vs Egypt

Seattle, United States · neutral venue

Most likely scoreline
1–0 15.9%
53.2%
BEL win
27.0%
Draw
19.8%
EGY win
Top scorelines
  • 1–0 15.9%
  • 0–0 13.9%
  • 2–0 10.9%
  • 1–1 10.0%
Total goals
0 to 10 goals · most likely → tallest

The agent’s call

3-agent ensemble · deepseek-chat
BEL win
58.3%
Draw
25.0%
EGY win
16.7%

The model already favours Belgium (53% home win) based on squad strength, and the supplied intel reinforces that. Belgium's recent form is strong against weaker opponents, their key players (De Bruyne, Tielemans) are in excellent form with high ratings, while Egypt's key players (Salah, Marmoush) have lower recent output. Egypt's coach publicly acknowledged the difficulty of the match. The head-to-head history slightly favours Egypt but is mixed and not recent enough to override the quality gap. I raise Belgium's win probability to 60%, lower Egypt's to 15%, and keep draw at 25%. Belgium's expected goals (1.49) and Egypt's (0.72) suggest a low-to-moderate scoring match. The most likely scorelines are 1-0, 2-0, and 2-1, reflecting Belgium's defensive solidity and Egypt's ability to score via Salah. The 0-0 draw is less likely given Belgium's attacking talent.

What the agent weighed
What the agent chose to investigate
The agent decided what to check on tavily — 9 sources kept:
  • “Belgium vs Egypt 2026-06-15 team news injuries suspensions” match · 3 hits
    Late fitness updates or suspensions could significantly shift the match forecast.
  • “Belgium squad 2026 injuries key players” BEL · 3 hits
    Key player availability (e.g., De Bruyne, Lukaku) is critical for Belgium's strength.
  • “Egypt squad 2026 injuries key players” EGY · 3 hits
    Salah's presence or absence drastically changes Egypt's attacking threat.
Agent scorelines
generated 2026-06-13
Last 5 — BEL
+0.71 pts/match vs model expectation · opp. avg #60
  • LIE #186 +0.0
  • USA #33 +1.2
  • MEX #21 -0.8
  • CRO #15 +1.7
  • TUN #43 +0.8
GF / GA last 10: 37 / 6
Last 5 — EGY
+0.60 pts/match vs model expectation · opp. avg #28
  • NIG #41 -0.4
  • KSA #70 +1.5
  • ESP #1 +0.6
  • RUS #23 +1.6
  • BRA #3 -0.4
GF / GA last 10: 13 / 6
Head-to-head (last 5)
  • 2022-11-18 Egypt 2–1 Belgium
  • 2018-06-06 Belgium 3–0 Egypt
  • 2005-02-09 Egypt 4–0 Belgium
  • 1999-03-30 Belgium 0–1 Egypt
▸ Full score grid (7×7)
P(home goals × away goals), %
0
1
2
3
4
5
6
0
13.9
8.8
3.3
1.0
0.2
0.1
0.0
1
15.9
10.0
3.8
1.1
0.3
0.1
0.0
2
10.9
6.9
2.6
0.8
0.2
0.0
0.0
3
5.8
3.7
1.4
0.4
0.1
0.0
0.0
4
2.7
1.7
0.6
0.2
0.0
0.0
0.0
5
1.1
0.7
0.3
0.1
0.0
0.0
0.0
6
0.4
0.3
0.1
0.0
0.0
0.0
0.0

Rows = BEL goals; columns = EGY 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)
1.49
BEL
0.72
EGY

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.