Fortune Index

Actual standings points minus the points the model expected before each game. Positive means banking more than the pre-game odds implied — the answer to "why is that team ahead of us?" 2018 Upper Gold.

How fortune is calculated

Before every game with enough history behind both teams, the model has a win / draw / loss probability. The EHF awards points the way most hockey leagues do — 2 for a win, 1 for a draw, 0 for a loss — so multiplying those probabilities by their point values gives the expected points for that one game: what the model thought your team would earn, on average, if this exact matchup were played out many times.

Worked example. Say the model gives your team a 55% chance to win, 15% to draw, 30% to lose:

expected points = (2 × 0.55) + (1 × 0.15) = 1.25
  • Team wins → banks 2 actual points, 0.75 more than expected. That game's fortune: +0.75.
  • Team draws → banks 1, 0.25 less than expected. Fortune: −0.25.
  • Team loses → banks 0, 1.25 less than expected. Fortune: −1.25.

Add up actual points and expected points separately across every game like this in a season, and the gap between the two running totals is the Fortune Index. A team at +6 has banked six more standings points than its pre-game odds implied over the season; a team at −6 has banked six fewer.

Fortune isn't a measure of how good a team is — it's a measure of how the bounces have landed relative to what the model already expected. A team can be genuinely excellent and unlucky at the same time: still the best team in the division, just sitting below where its own underlying strength says it should be. Over a full season, fortune tends to regress toward zero as early bounces even out with later ones. Games before a team has 3 prior results are excluded entirely — for every team equally — so a thin early-season sample doesn't quietly become fortune's biggest driver.

This division

Team GP Pts xPts Fortune
Boston Jr. Dogs White Tier 1- 2018 Glennon 6 5 3.0 +2.0
BOSTON VIPERS 2018 - TIER 1 5 10 8.7 +1.3
Seacoast Dobler 4 4 2.8 +1.2
Boston Jr. Dogs - 2018 TI Black 9 14 13.2 +0.8
Young Guns - Affronti 5 1 0.3 +0.7
Team Boch - 2018 - Baldelli 4 4 3.7 +0.3
Bay State Waves 2018 Upper Gold 4 4 4.0 -0.0
Northeast Generals 2018 4 2 2.2 -0.2
MC Selects 2018 2 0 0.9 -0.9
South Shore Knights 2018 Neville 7 6 11.1 -5.1

League extremes

The most and least fortunate teams across every division.

Team GP Fortune
Minuteman Flames - Welsh 64 +21.8
Shamrocks - Hamilton 64 +16.6
Spartans - Voulgaris 66 +13.2
Spartans - Dovich 66 +13.2
Manchester Flames - Legro 64 +12.5
Bay State Breakers 2014 Platinum 29 -11.8
NorthStars - Fournier 68 -13.9
CT Junior Rangers 28 -14.1
IHC West - Proulx 68 -14.2
Northern Cyclones - Philipp 46 -18.7