Agent Lab — a live forecast exhibit · Applied AI
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Group D · Matchday 9 · 2026-06-19

Turkey vs Paraguay

Santa Clara, United States · neutral venue

Full time TUR 0–1 PAR
The agent called Turkey (40%) — Worse than the model call wrong

The forecast below is what the agent published before kickoff.

Most likely scoreline
0–0 14.6%
36.9%
TUR win
29.4%
Draw
33.6%
PAR win
Top scorelines
  • 0–0 14.6%
  • 1–0 13.1%
  • 0–1 12.4%
  • 1–1 11.2%
Total goals
0 to 10 goals · most likely → tallest

The agent’s call

3-agent ensemble · deepseek-chat
TUR win
40.0%
Draw
30.0%
PAR win
30.0%

Turkey's recent form is stronger (over-performing vs tougher opponents) and their squad value is significantly higher (2.5x) with key players at elite clubs. Paraguay's opening loss and Enciso's injury uncertainty add to their disadvantage. The model's near-even split underestimates Turkey's edge; I shift from 37% to 40% home win, reducing away win from 34% to 30%. Both teams scored modestly in their openers (Turkey 0, Paraguay 0) and the model expects low goals (Turkey 1.14, Paraguay 1.06). Turkey's slight offensive edge and Paraguay's defensive resilience suggest 1-0 or 1-1 as most likely, with 0-0 also plausible.

What the agent weighed
What the agent chose to investigate
The agent decided what to check on tavily — 9 sources kept:
  • “Turkey injury news June 2026” TUR · 3 hits
    Late fitness updates could change key player availability.
  • “Paraguay injury news June 2026” PAR · 3 hits
    Late fitness updates could change key player availability.
  • “Turkey vs Paraguay Santa Clara weather forecast June 20 2026” match · 3 hits
    Weather conditions like heat or rain can affect match dynamics.
Agent scorelines
generated 2026-06-19
Last 5 — TUR
+0.48 pts/match vs model expectation · opp. avg #36
  • ESP #1 +0.7
  • ROM #46 +1.2
  • KOS #56 +1.5
  • VEN #47 +1.7
  • AUS #29 -1.4
GF / GA last 10: 21 / 15
Last 5 — PAR
-0.12 pts/match vs model expectation · opp. avg #51
  • MEX #20 +1.8
  • GRE #36 +1.9
  • MAR #11 -0.9
  • NIC #151 +0.3
  • USA #37 -1.1
GF / GA last 10: 13 / 13
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
14.6
12.4
6.3
2.5
0.9
0.3
0.1
1
13.1
11.2
5.7
2.3
0.8
0.2
0.1
2
7.1
6.0
3.1
1.2
0.4
0.1
0.0
3
3.0
2.5
1.3
0.5
0.2
0.1
0.0
4
1.1
0.9
0.5
0.2
0.1
0.0
0.0
5
0.3
0.3
0.2
0.1
0.0
0.0
0.0
6
0.1
0.1
0.0
0.0
0.0
0.0
0.0

Rows = TUR goals; columns = PAR 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)
1.1
TUR
1.02
PAR

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.