Agent Lab — a live forecast exhibit · Applied AI
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Group G · Matchday 5 · 2026-06-15

Iran vs New Zealand

Inglewood, United States · neutral venue

Full time IRN 2–2 NZL
The agent called Iran (62%) — Worse than the model call wrong

The forecast below is what the agent published before kickoff.

Most likely scoreline
1–0 17.3%
59.6%
IRN win
25.6%
Draw
14.8%
NZL win
Top scorelines
  • 1–0 17.3%
  • 0–0 14.2%
  • 2–0 12.7%
  • 1–1 9.0%
Total goals
0 to 10 goals · most likely → tallest

The agent’s call

3-agent ensemble · deepseek-chat
IRN win
62.3%
Draw
24.0%
NZL win
13.7%

The model's prior (57% home win) is already high, and the supplied intel reinforces Iran's advantage. Iran's recent form (+0.62 pts/match vs expectation) against weaker sides shows they are in good rhythm, while New Zealand's form is poor (-0.16) against stronger opposition. Iran's key players, especially Taremi and Jahanbakhsh, provide more attacking depth than NZL's Chris Wood-led attack. The head-to-head record is sparse but favours Iran. No injuries or extreme conditions alter the baseline. I nudge the home win probability up slightly to 62% to reflect these factors, with draw and away win reduced accordingly. Iran's expected goals of 1.44 vs NZL's 0.54 suggest a low-scoring affair. Iran's defence is solid, and NZL's attack relies heavily on Wood. The most likely scorelines are 1-0 (18%) and 2-0 (14%), with a non-negligible chance of 1-1 (10%) if NZL can capitalize on a set piece. The model's top scorelines are retained with minor adjustments.

What the agent weighed
What the agent chose to investigate
The agent decided what to check on tavily — 9 sources kept:
  • “Iran vs New Zealand 2026-06-16 lineup injuries” match · 3 hits
    Late fitness or lineup changes could shift the forecast.
  • “Iran squad news June 2026” IRN · 3 hits
    Key player availability or suspensions may affect team strength.
  • “New Zealand squad news June 2026” NZL · 3 hits
    Key player availability or suspensions may affect team strength.
Agent scorelines
generated 2026-06-15
Last 5 — IRN
+0.69 pts/match vs model expectation · opp. avg #61
  • UZB #69 -0.8
  • NIG #38 -1.4
  • COS #66 +1.2
  • GAM #86 +0.9
  • MAL #45 +1.4
GF / GA last 10: 17 / 6
Last 5 — NZL
-0.07 pts/match vs model expectation · opp. avg #43
  • ECU #17 -0.5
  • FIN #68 -1.2
  • CHI #28 +2.3
  • HAI #96 -1.1
  • ENG #4 -0.1
GF / GA last 10: 7 / 18
Head-to-head (last 5)
  • 2003-10-12 Iran 3–0 New Zealand
  • 1973-08-12 New Zealand 0–0 Iran
▸ Full score grid (7×7)
P(home goals × away goals), %
0
1
2
3
4
5
6
0
14.2
7.4
2.3
0.6
0.1
0.0
0.0
1
17.3
9.0
2.8
0.7
0.1
0.0
0.0
2
12.7
6.6
2.1
0.5
0.1
0.0
0.0
3
7.3
3.8
1.2
0.3
0.1
0.0
0.0
4
3.6
1.9
0.6
0.1
0.0
0.0
0.0
5
1.6
0.8
0.3
0.1
0.0
0.0
0.0
6
0.6
0.3
0.1
0.0
0.0
0.0
0.0

Rows = IRN goals; columns = NZL 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)
1.62
IRN
0.58
NZL

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.