Agent Lab — a live forecast exhibit · Applied AI
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Group D · Matchday 3 · 2026-06-13

Australia vs Turkey

Vancouver, Canada · neutral venue

Full time AUS 2–0 TUR
The agent called Turkey (43%) — Worse than the model call wrong

The forecast below is what the agent published before kickoff.

Most likely scoreline
0–0 12.5%
37.6%
AUS win
27.8%
Draw
34.6%
TUR win
Top scorelines
  • 0–0 12.5%
  • 1–0 12.0%
  • 0–1 11.4%
  • 1–1 11.0%
Total goals
0 to 10 goals · most likely → tallest

The agent’s call

3-agent ensemble · deepseek-chat
AUS win
29.3%
Draw
28.0%
TUR win
42.7%

The model and prior are nearly balanced, but intel strongly favours Turkey. Turkey's recent form is excellent (+1.30 pts vs model) against opponents averaging rank #47, while Australia's form is neutral. Head-to-head history shows two Turkey wins. Key player analysis reveals a clear quality gap: Turkey's stars (Çalhanoglu, Güler, Aktürkoglu) play for elite clubs and have higher recent ratings than Australia's squad, which features players from lower-tier leagues. Recent news reinforces Turkey's confidence. I shift away win probability from 37% to 42%, lowering home win from 36% to 30%, keeping draw at 28%. Expected goals are low (model: AUS 1.16, TUR 1.18), suggesting a low-scoring match. Turkey's quality advantage and recent over-performance push them to be more likely to score, while Australia's defence (Souttar at Leicester) is decent. Most likely scorelines are 0-1, 1-1, 0-2, and 1-0, reflecting a tight game with Turkey slight favourites.

What the agent weighed
What the agent chose to investigate
Agent scorelines
generated 2026-06-13
Last 5 — AUS
-0.16 pts/match vs model expectation · opp. avg #45
  • COL #8 -0.9
  • CAM #53 +1.1
  • CUW #126 +0.3
  • MEX #21 -1.3
  • SUI #16 +0.1
GF / GA last 10: 13 / 10
Last 5 — TUR
+1.31 pts/match vs model expectation · opp. avg #48
  • BUL #89 +0.6
  • ESP #1 +0.7
  • ROM #47 +1.2
  • KOS #57 +1.5
  • VEN #45 +1.7
GF / GA last 10: 21 / 14
Head-to-head (last 5)
  • 2004-05-24 Australia 0–1 Turkey
  • 2004-05-21 Australia 1–3 Turkey
▸ Full score grid (7×7)
P(home goals × away goals), %
0
1
2
3
4
5
6
0
12.5
11.4
6.3
2.7
1.0
0.3
0.1
1
12.0
11.0
6.0
2.6
0.9
0.3
0.1
2
6.9
6.3
3.5
1.5
0.5
0.2
0.1
3
3.1
2.9
1.6
0.7
0.2
0.1
0.0
4
1.2
1.1
0.6
0.3
0.1
0.0
0.0
5
0.4
0.4
0.2
0.1
0.0
0.0
0.0
6
0.1
0.1
0.1
0.0
0.0
0.0
0.0

Rows = AUS goals; columns = TUR 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)
1.19
AUS
1.12
TUR

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.