Agent Lab — a live forecast exhibit · Applied AI
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Group F · Matchday 10 · 2026-06-20

Netherlands vs Sweden

Houston, United States · neutral venue

Full time NED 5–1 SWE
The agent called Netherlands (58%) — Better than the model call right

The forecast below is what the agent published before kickoff.

Most likely scoreline
1–0 10.5%
54.5%
NED win
22.1%
Draw
23.3%
SWE win
Top scorelines
  • 1–0 10.5%
  • 1–1 9.2%
  • 2–0 8.6%
  • 0–0 7.6%
Total goals
0 to 10 goals · most likely → tallest

The agent’s call

3-agent ensemble · deepseek-chat
NED win
57.7%
Draw
23.0%
SWE win
19.3%

The model's 52% home win is a reasonable starting point, but the head-to-head history (Netherlands dominant at home) and squad value gap (Netherlands 89th percentile vs Sweden 64th) support a modest upgrade to 58%. Sweden's recent overperformance and dangerous attackers (Gyökeres, Isak) prevent a larger move, keeping the draw at 23% and away win at 19%. Netherlands' expected goals of 1.76 and Sweden's 1.07, combined with a slight upward adjustment for Dutch home dominance, push the most likely scorelines toward 1-0, 2-0, and 1-1. The clean-sheet probability rises given van Dijk's presence and Sweden's reliance on a few key attackers.

What the agent weighed
What the agent chose to investigate
The agent decided what to check on tavily — 9 sources kept:
  • “Netherlands vs Sweden 2026-06-20 team news injuries suspensions” match · 3 hits
    Late fitness or lineup changes could shift the forecast.
  • “Netherlands squad 2026 June injuries” NED · 3 hits
    Key player availability for Netherlands is unknown.
  • “Sweden squad 2026 June injuries” SWE · 3 hits
    Key player availability for Sweden is unknown.
Agent scorelines
generated 2026-06-20
Last 5 — NED
-0.65 pts/match vs model expectation · opp. avg #31
  • NOR #19 +0.9
  • ECU #17 -0.9
  • ALG #33 -2.3
  • UZB #69 +0.4
  • JPN #18 -0.7
GF / GA last 10: 23 / 9
Last 5 — SWE
+0.32 pts/match vs model expectation · opp. avg #33
  • UKR #27 +1.6
  • POL #32 +1.2
  • NOR #19 -1.0
  • GRE #36 -0.7
  • TUN #53 +1.3
GF / GA last 10: 16 / 19
Head-to-head (last 5)
  • 2017-10-10 Netherlands 2–0 Sweden
  • 2016-09-06 Sweden 1–1 Netherlands
  • 2011-10-11 Sweden 3–2 Netherlands
  • 2010-10-12 Netherlands 4–1 Sweden
  • 2008-11-19 Netherlands 3–1 Sweden
▸ Full score grid (7×7)
P(home goals × away goals), %
0
1
2
3
4
5
6
0
7.6
6.7
3.5
1.4
0.5
0.2
0.0
1
10.5
9.2
4.8
2.0
0.7
0.2
0.1
2
8.6
7.6
4.0
1.6
0.6
0.2
0.1
3
5.6
4.9
2.6
1.1
0.4
0.1
0.0
4
3.1
2.7
1.4
0.6
0.2
0.1
0.0
5
1.5
1.3
0.7
0.3
0.1
0.0
0.0
6
0.7
0.6
0.3
0.1
0.0
0.0
0.0

Rows = NED 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)
1.91
NED
1.07
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.