Agent Lab — a live forecast exhibit · Applied AI
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Group I · Matchday 12 · 2026-06-22

France vs Iraq

Philadelphia, United States · neutral venue

Most likely scoreline
1–0 16.9%
70.2%
FRA win
20.5%
Draw
9.0%
IRQ win
Top scorelines
  • 1–0 16.9%
  • 2–0 14.7%
  • 0–0 11.7%
  • 3–0 9.9%
Total goals
0 to 10 goals · most likely → tallest

The agent’s call

3-agent ensemble · deepseek-chat
FRA win
82.3%
Draw
13.3%
IRQ win
4.3%

The model already heavily favours France (70% win, 2.05-0.45 xG), and the supplied intel only strengthens that case. France's recent form (4 wins in 5) and elite key players like Mbappé and Olise, who play at top clubs, dwarf Iraq's squad, which features lower-level players and a key forward (Aymen Hussein) who faced a 7-hour interrogation upon entering the USA, potentially affecting his focus. With no injuries and Dembélé returning, France's depth is even stronger. I moved France's win probability upward by 12 percentage points to 82%, reflecting the clear quality gap and the Hussein distraction. France's expected goals of 2.05 suggest they should score 2-3 goals against a weaker Iraq side. Iraq's xG of 0.45 indicates they are unlikely to score, though a consolation goal is possible. The most likely scorelines are 2-0 and 3-0, with 1-0 also plausible if France are wasteful. Clean sheet for France is probable given the disparity.

What the agent weighed
What the agent checked on the web
Searched tavily for FRA · IRQ — 6 sources kept
Agent scorelines
generated 2026-06-11
Last 5 — FRA
+0.11 pts/match vs model expectation · opp. avg #45
  • AZE #117 +0.3
  • BRA #3 +1.8
  • COL #8 +1.5
  • CIV #32 -2.3
  • NOR #67 +0.5
GF / GA last 10: 25 / 9
Last 5 — IRQ
+0.11 pts/match vs model expectation · opp. avg #72
  • JOR #73 -1.3
  • BOL #72 +1.7
  • AND #168 +0.7
  • ESP #1 +0.8
  • VEN #45 -1.2
GF / GA last 10: 11 / 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
11.7
4.9
1.2
0.2
0.0
0.0
0.0
1
16.9
7.1
1.8
0.3
0.1
0.0
0.0
2
14.7
6.1
1.5
0.3
0.1
0.0
0.0
3
9.9
4.2
1.0
0.2
0.0
0.0
0.0
4
5.8
2.4
0.6
0.1
0.0
0.0
0.0
5
3.0
1.3
0.3
0.1
0.0
0.0
0.0
6
1.5
0.6
0.2
0.0
0.0
0.0
0.0

Rows = FRA goals; columns = IRQ 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)
2.04
FRA
0.46
IRQ

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.