Shooting Percentage: What It Reveals and When to Ignore It

Shooting percentage measures how often a player converts a shot into a goal. It is a simple ratio: goals divided by shots on goal. High Sh% is associated with elite finishers, good shot selection, and sometimes just good luck. The tricky part is knowing which one you are looking at.

What it reveals

A consistently high Sh% over multiple seasons is a legitimate marker of finishing skill. Players who shoot from high-danger areas, have deceptive releases, or rarely waste shots from bad angles tend to sustain above-average Sh%. For these players, Sh% is informative: they convert more goals from the same number of shots because they are genuinely better at finishing.

Why it fades

Over a short stretch, Sh% fluctuates dramatically with luck. A goalie who makes three or four exceptional saves in a row can suppress an entire team's Sh% for a week. Conversely, a player who scores twice on knuckle pucks that no goalie could reasonably stop has an inflated Sh% that will likely drop when normal randomness returns.

Sh% is one of the weakest year-to-year stats in hockey at the individual level. Players who post extremely high Sh% in one season often see significant regression the next, especially if their underlying shot location and volume did not change. This is the core insight behind shot quality metrics like expected goals.

When Sh% is informative

• Over a full season (60+ games) for an established scorer, it reflects real skill.
• When combined with shot location data: high Sh% on shots from the slot or crease is more sustainable than high Sh% on shots from the perimeter.
• When tracking a player's hot or cold streak: sudden spikes or drops often signal a regression coming.