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Where the model and the standings disagree most · 2025-26

The model rates the Boston Bruins 16 spots lower than the standings do

Sat, Oct 17, 2026

Scores

xG
Expected goals: the model’s chance that each shot attempt scores, added up.
xG-Elo
A team rating built on xG margin, not results.

Win chance is the model’s projection, not a betting recommendation. Its accuracy is modest (held-out AUC 0.590, on a scale where 0.5 is a coin flip and 1.0 is perfect).

2025-26 regular-season totals

League leaders

Counted from the 2025-26 regular season, with the games each player has played.

  1. 1Yakov TreninC · 82 games413hits
  2. 2Kiefer SherwoodL · 72 games339 hits
  3. 3Will CuylleL · 82 games302 hits
  4. 4Adam KlapkaR · 79 games295 hits
  5. 5Beck MalenstynL · 81 games282 hits

What the model sees — not what happened

The model rates the Boston Bruins 16 spots lower than the standings do

Boston Bruins (BOS): #8 in points, #24 by xG-Elo · gaps of 7+ spots

Rank gap in spots, 2025-26.
All 32 clubs

The model expects extreme finishers to move back toward average

Goals relative to each player’s position: 2025-26 beside the 2026-27 projection.

  • Mackie Samoskevich−8.6 goals relative to his position in 2025-26, projected −1.6 in 2026-27
  • Tomas Hertl−8.8 goals relative to his position in 2025-26, projected −1.6 in 2026-27
  • Andrew Copp−8.9 goals relative to his position in 2025-26, projected −1.6 in 2026-27
  • Timo Meier−10.0 goals relative to his position in 2025-26, projected −1.8 in 2026-27
  • Anders Lee−11.5 goals relative to his position in 2025-26, projected −2.1 in 2026-27
  • Cole Caufield+13.2 goals relative to his position in 2025-26, projected +2.4 in 2026-27
  • Macklin Celebrini+13.2 goals relative to his position in 2025-26, projected +2.4 in 2026-27
  • Filip Forsberg+13.8 goals relative to his position in 2025-26, projected +2.5 in 2026-27
  • Morgan Geekie+14.5 goals relative to his position in 2025-26, projected +2.6 in 2026-27
  • Anthony Mantha+15.5 goals relative to his position in 2025-26, projected +2.8 in 2026-27
What happened, 2025-26Projected for 2026-27, not a result

Measured against each player’s position rather than raw goals minus xG, so forwards and defencemen share one scale. Projected at the same shot volume. A gap that persists may be finishing skill or shots the model under-rates; the measurement cannot separate the two. How this is measured