Agent Lab — a live forecast exhibit · Applied AI
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Group F · Matchday 15 · 2026-06-25

Japan vs Sweden

Arlington, United States · neutral venue

Most likely scoreline
1–0 11.6%
41.1%
JPN win
26.4%
Draw
32.5%
SWE win
Top scorelines
  • 1–0 11.6%
  • 0–0 10.9%
  • 1–1 10.7%
  • 0–1 10.1%
Total goals
0 to 10 goals · most likely → tallest

The agent’s call

3-agent ensemble · deepseek-chat
JPN win
48.3%
Draw
26.3%
SWE win
25.3%

Japan's perfect recent form (WWWWW) and Sweden's inconsistent results (DWWLD) suggest Japan has momentum, but Sweden's superior individual talent (Gyökeres, Isak at top clubs) and a historical head-to-head unbeaten streak (Japan 0 wins in 4) create a counterweight. The model's prior (42% home) is slightly elevated given Sweden's quality edge, but Japan's form justifies keeping the home win probability above 45%. I nudge home win up to 48%, keep draw at model's 27%, and reduce away win to 25%. Both teams have attacking threats, but Japan's defensive solidity (recent clean sheets) and Sweden's reliance on individual brilliance suggest a low-scoring match. The most likely scorelines are 1-0 Japan, 1-1 draw, and 0-0, consistent with the model's expected goals (Japan 1.32, Sweden 1.07).

What the agent weighed
What the agent checked on the web
Searched tavily for JPN · SWE — 6 sources kept
Agent scorelines
generated 2026-06-11
Last 5 — JPN
+0.87 pts/match vs model expectation · opp. avg #37
  • BOL #74 +0.6
  • SCO #39 +1.5
  • ENG #4 +2.4
  • ICE #61 +0.7
  • NED #9 -0.1
GF / GA last 10: 15 / 8
Last 5 — SWE
+0.29 pts/match vs model expectation · opp. avg #33
  • UKR #31 +1.5
  • POL #33 +1.2
  • NOR #19 -1.0
  • GRE #36 -0.8
  • TUN #48 +1.3
GF / GA last 10: 16 / 19
Head-to-head (last 5)
  • 2002-05-25 Japan 1–1 Sweden
  • 1997-02-13 Japan 0–1 Sweden
  • 1996-02-22 Japan 1–1 Sweden
  • 1995-06-10 Sweden 2–2 Japan
▸ Full score grid (7×7)
P(home goals × away goals), %
0
1
2
3
4
5
6
0
10.9
10.1
5.6
2.4
0.9
0.3
0.1
1
11.6
10.7
5.9
2.6
1.0
0.3
0.1
2
7.3
6.8
3.8
1.6
0.6
0.2
0.1
3
3.6
3.4
1.9
0.8
0.3
0.1
0.0
4
1.5
1.4
0.8
0.3
0.1
0.0
0.0
5
0.6
0.5
0.3
0.1
0.0
0.0
0.0
6
0.2
0.2
0.1
0.0
0.0
0.0
0.0

Rows = JPN goals; columns = SWE 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)
1.34
JPN
1.14
SWE

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.