Scoring Algorithms

A transparent look at the formulas, assumptions, and scoring parameters behind the LoyalFansUSA Misery Index. 

Scoring parameters

Regular Season Performance 

Every team receives a Loss Score based on its regular-season performance. The Loss Score is calculated by multiplying the team's losing percentage by 100. This standardizes scoring across leagues with different season lengths. 

Example: A team with a .300 winning percentage has a .700 losing percentage and receives a Loss Score of 70. A perfect season receives 0 points, while a winless season receives 100 points. Toggle "Loss Score Examples" for more information. 

Cellar points

Teams finishing last in their league receive an additional 40-point penalty. This reflects the extra disappointment associated with finishing at the bottom of the standings.

playoff credit

Teams qualifying for the playoffs receive a 15-point reduction in their annual Misery Score. Playoff appearances reward sustained competitiveness, even when they do not result in a championship. 

finals credit

Teams reaching the league championship round receive an additional 35-point reduction in their annual Misery Score. 

championship credit

Championships provide the greatest relief from sports misery, but that relief fades over time. LoyalFansUSA assigns larger credits to recent championships than to titles won decades ago. 

A championship won within the last five seasons receives the maximum credit. As championships age, their impact gradually decreases, recognizing that recent success provides more comfort to today's fans than distant memories.

worked example

Every team's annual contribution to its city's Misery Index is calculated by combining the individual scoring components described above. The example above (toggle "Worked Example") illustrates how a single season is scored. 

rolling 40-season window

LoyalFansUSA uses a rolling 40-season window. Each year, the newest completed season is added while the oldest season is removed. This keeps the rankings current while preserving long-term perspective. 

feedback welcome!

The LoyalFansUSA methodology is intentionally transparent and continues to evolve. If you discover an error or have ideas for improving the scoring system, thoughtful feedback is always welcome.