Accountability

Every prediction, graded

Before every round locks, we publish our picks as a frozen, timestamped snapshot. Once the round finishes, we grade that exact snapshot against the official FIFA World Cup Fantasy points — no do-overs, no rebuilding the model after the fact. Misses are shown alongside hits. Rounds marked retrospective were reconstructed after results were known — from frozen closing odds — and are shown for context, not credit.

3Rounds graded
2.84Mean captain MAE
0.19Mean rank correlation
By round, newest first

Round 7

Published · frozen at lockFinal

Our top captain pick, Mbappé, was projected 4.9 pts and actually scored 1.0.

ArticleMAERank corr.MatchedTop pick (proj.→real)Best in list (real)
Blowout Transfers1.970.0616/20Mbappé (4.9→1.0)Lionel Messi (8.0)
Captains2.410.2018/20Mbappé (4.9→1.0)Lionel Messi (8.0)
Defenders2.45-0.6913/15Ezri Konsa (3.1→0.0)Aymeric Laporte (7.0)
Efficiency2.330.5117/20Jordan Pickford (3.7→2.0)Unai Simon (8.0)
Fixturesno matched entries
Matchesfixture grading not implemented in v1
Risky2.220.2514/20Nico Williams (3.5→1.0)Unai Simon (8.0)
Transfers2.310.5020/20Jordan Pickford (3.7→2.0)Unai Simon (8.0)
Wildcard2.210.3413/15Mbappé (4.9→1.0)Lionel Messi (8.0)

Name-match coverage vs the official FIFA fantasy feed: 36/51 players.

Honest misses

  • Round 7 captains: top pick Mbappé scored only 1.0 pts (projected 4.9).
  • Round 7 captains: left 7.0 pts on the table — Lionel Messi (8.0 pts) outscored our top pick Mbappé (1.0 pts).
  • Round 7 defenders: our ranking was negatively correlated with reality (Spearman -0.69).

Round 6

Published · frozen at lockFinal

Our top captain pick, Lionel Messi, was projected 5.6 pts and actually scored 5.0.

ArticleMAERank corr.MatchedTop pick (proj.→real)Best in list (real)
Blowout Transfers2.540.4717/20Kane (5.5→3.0)Bellingham (14.0)
Captains2.92-0.1120/20Lionel Messi (5.6→5.0)Bellingham (14.0)
Defenders1.690.4612/15Dayot Upamecano (4.0→7.0)Dayot Upamecano (7.0)
Efficiency1.920.3219/20Emiliano Martinez (4.3→3.0)Mike Maignan (7.0)
Fixturesno matched entries
Matchesfixture grading not implemented in v1
Risky2.980.1715/20Bellingham (3.8→14.0)Bellingham (14.0)
Transfers2.530.3718/20Lionel Messi (5.6→5.0)Mbappé (13.0)
Wildcard3.360.0712/15Lionel Messi (5.6→5.0)Bellingham (14.0)

Name-match coverage vs the official FIFA fantasy feed: 49/69 players.

Honest misses

  • Round 6 captains: our ranking was negatively correlated with reality (Spearman -0.11).
  • Round 6 captains: left 9.0 pts on the table — Bellingham (14.0 pts) outscored our top pick Lionel Messi (5.0 pts).

Round 5

Published · frozen at lockFinal

Our top captain pick, Lionel Messi, was projected 7.4 pts and actually scored 11.0. The published best XI projected 59.3 total points; it actually scored 60.0.

ArticleMAERank corr.MatchedTop pick (proj.→real)Best in list (real)
Best Xi2.980.2511/11Lionel Messi (7.5→11.0)Lionel Messi (11.0)
Blowout Transfers2.110.2917/20Mbappé (6.1→9.0)E. Haaland (13.0)
Captains3.180.2220/20Lionel Messi (7.4→11.0)E. Haaland (13.0)
Defenders3.280.3114/15Dayot Upamecano (5.0→7.0)Achraf Hakimi (9.0)
Efficiency3.350.1419/20Mike Maignan (5.0→7.0)Noussair Mazraoui (9.0)
Fixturesno matched entries
Matchesfixture grading not implemented in v1
Risky3.31-0.4215/20Leandro Trossard (4.2→5.0)Azzedine Ounahi (16.0)
Transfers2.960.2119/20Lionel Messi (7.4→11.0)Lionel Messi (11.0)
Wildcard3.260.3414/15Lionel Messi (7.4→11.0)Lionel Messi (11.0)

Name-match coverage vs the official FIFA fantasy feed: 58/83 players.

Honest misses

  • Round 5 captains: left 2.0 pts on the table — E. Haaland (13.0 pts) outscored our top pick Lionel Messi (11.0 pts).
  • Round 5 risky: our ranking was negatively correlated with reality (Spearman -0.42).

Round 4

Retrospective backtestFinal

Reconstructed after the fact from frozen closing odds (research overlay off, fixed seed). NOT published predictions.

Our top captain pick, Kane, was projected 8.0 pts and actually scored 13.0. The published best XI projected 65.6 total points; it actually scored 54.0.

ArticleMAERank corr.MatchedTop pick (proj.→real)Best in list (real)
Best Xi3.480.6311/11Kane (8.0→13.0)Mbappé (14.0)
Captains3.410.6218/20Kane (8.0→13.0)Mbappé (14.0)

Name-match coverage vs the official FIFA fantasy feed: 20/22 players.

Honest misses

  • Round 4 captains: left 1.0 pts on the table — Mbappé (14.0 pts) outscored our top pick Kane (13.0 pts).

Method. Market odds (de-vigged) → Dixon-Coles scorelines → 50k Monte-Carlo simulations, scored on the official FIFA World Cup Fantasy points table. Grading: MAE compares our projected expected points to realized official points across matched entries; rank correlation (Spearman) checks whether our ordering matched reality, not just our top pick; captain regret is the gap between the best-scoring player in our own published list and the one we actually named captain. A round is graded only once every one of its fixtures has finished.