Motion-blurred goaltender pushing across the crease
Methods · Goalies · difficulty matters

Goalie impact

Goals saved against the shots a goalie actually faced, ranked per 60 minutes.

In plain English

How it works

Give each shot its own expectation

Every unblocked shot gets a probability of going in based on distance, angle, shot type, rebound, rush and strength. Add those probabilities and you have expected goals. Subtract the goals allowed to get goals saved.

Weight the difficult circumstances

Deflections and tips count at 50%, rebounds at 50%, and penalty-kill shots at 30%. The ranking is per 60 minutes, so more time in net does not automatically mean a higher rank.

Be patient with the ranking

The split-half reliability is 0.22. It takes about 3,100 weighted attempts before half the number is skill. Early results describe who has played well; they are much less certain about who will keep playing well.

The math, when you want it

The formula

The formula

Goals saved = expected goals − goals allowed, using the shot weights. Goals saved per 60 = weighted goals saved ÷ minutes played × 60.

Weights: deflections/tips 50%; rebounds 50%; penalty-kill shots 30%. Shot probability uses distance, angle, shot type, rebound, rush and strength.

Evidence and its limits

How we tested it

Reliability checks on the goalie rating.
CheckFinding
Split-half reliability0.22
Half the number is skillAbout 3,100 weighted attempts

Split-half reliability asks how well performance in one half of a sample lines up with the other. This result calls for patience.

What does correlation mean?

Correlation, written as r, describes how closely two sets of results move together. A stronger positive relationship means better results in one tend to go with better results in the other. A value near zero means little relationship. It is not a percentage of predictions that were correct.

Keep this in mind

What it can't tell you

A small sample cannot settle a goalie's true ability. Shot difficulty and weighting help frame the performance, but the rating remains noisy.