What is expected goal differential? The advanced stat sweeping through the hockey world (2024)

Stats and analytics are becoming a major part in how sports teams analyze success.

Hockey is no different. There are now ways to track the quality of a shot, the impact of a player's defense on a team's total wins and so many other concepts that might be confusing to the average fan.

One of those is expected goal differential. The statistic is becoming a bigger part of diving into a team's offensive and defensive output and predicting how it will impact the club's success. It was discussed frequently at the trade deadline: how one player's addition or subtraction affected the team's expected goal differential.

But what exactly is this statistic? Sporting News helps break down one of the more popular tools being used in the analytics world.

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What is expected goal differential in the NHL?

While expected goal differential might sound difficult to understand, it isn't as complex as you think.

Expected goal differential is calculated by subtracting a team's expected goals against from their expected goals for. The way those two numbers are calculated is a bit complex, but this is how Kraken analyst Alison Lukan describes expected goals for:

"In the broadest sense, expected goals (xG) is a measure that seeks to address the concern that not all shots are created equal. xG considers a variety of factors and then mathematically assigns a value to each shot attempt that represents the probability of that shot becoming a goal. That value can come in one of two forms: it can be a percentage— which directly represents how likely a goal was to follow; or it can be a straight value which factors in probability. Terms like "expected goals" and xG can feel clunky, so I like to call this measure simply 'shot quality.'"

Basically, there are statistics that look beyond just shots taken and shots allowed and really analyze the quality of chances from those shots and how many goals a team is expected to give up or score. From those two statistics, the expected goal differential can be concluded.

The benefit with this stat is that you can also use it in multiple scenarios. You can look at a team's expected goal differential at 5 on 5, 5 on 4, 4 on 4 or all situations.

Here is a graph of the expected goal differential of all 32 NHL teams in all situations as of March 27, thanks to MoneyPuck.

What is expected goal differential? The advanced stat sweeping through the hockey world (1)

Who has the best expected goal differential in the NHL?

In order to be one of the best teams in the league, you need to score more often than you allow goals.

So it's not a shock to see that the clubs at the top of the NHL standings are the same ones topping the leaderboard for expected goal differential.

Here is a look at the top 10 teams in terms of expected goal differential.

TEAMEXPECTED GOAL DIFFERENTIAL
Calgary Flames47.99
Toronto Maple Leafs47.50
Florida Panthers44.77
Carolina Hurricanes43.29
Pittsburgh Penguins36.72
Colorado Avalanche29.37
Edmonton Oilers29.15
Boston Bruins26.72
Dallas Stars26.52
Los Angeles Kings24.27

Who has the worst expected goal differential in the NHL?

It shouldn't come as a surprise that the teams with the worst goal differential are those that sit at the bottom of the standings.

When you are expected to give up more goals than you score, you can't win many games. And that is exactly the case with these teams.

Here are the bottom 10 teams in terms of expected goal differential.

TEAMEXPECTED GOAL DIFFERENTIAL
Arizona Coyotes-56.82
Montreal Canadiens-47.04
Buffalo Sabres-44.83
Columbus Blue Jackets-41.10
Detroit Red Wings-31.39
Philadelphia Flyers-30.96
Anaheim Ducks-26.29
Seattle Kraken-25.18
Ottawa Senators-21.18
San Jose Sharks-20.51
What is expected goal differential? The advanced stat sweeping through the hockey world (2024)

FAQs

What is expected goal differential in hockey? ›

What is expected goal differential in the NHL? While expected goal differential might sound difficult to understand, it isn't as complex as you think. Expected goal differential is calculated by subtracting a team's expected goals against from their expected goals for.

What is xG in advanced hockey stats? ›

In the broadest sense, expected goals (xG) is a measure that seeks to address the concern that not all shots are created equal. xG considers a variety of factors and then mathematically assigns a value to each shot attempt that represents the probability of that shot becoming a goal.

How do you calculate xG in hockey? ›

For example, a Sequence with two shot attempts:
  1. A high danger shot: 0.23 Expected Goals.
  2. A shot from the blue line: 0.01 Expected Goals.
  3. Total Sequence value: 0.23 + 0.01 = 0.24 Expected Goals.

What is the best goal differential in NHL history? ›

Largest goal differential: Detroit Red Wings 15, New York Rangers 0 on January 23, 1944. Most games going past regulation in a single day: 8 on February 22, 2007 and November 27, 2015. Most shootout goals in a single game: 11, Florida Panthers 6, Washington Capitals 5, on December 16, 2014.

What is a good xGA? ›

Typically, I judge xGF/60 as the following, bad<2.00-2.5<good, and the opposite is true for xGA/60. Anything between the 2.00 to 2.5 range is standard to pretty good.

What is xGF vs xGA? ›

Expected goals for (xGf) - The number of goals a team is expected to have scored based on the quality and quantity of shots taken. Expected goals against (xGa) - The number of goals a team is expected to have conceded based on the quality and quantity of shots they have taken.

Is xG a good predictor? ›

Expected Goals (xG) to predict future matches

Teams are fairly consistent in the xG created and conceded while shots can vary significantly game to game. Due to being more consistent, xG are a more useful tool in predicting future results.

How much xG is a big chance? ›

Hey Peter, a 'big chance' has an xG value greater than 0.3. Opta define one as a situation where a player should reasonably be expected to score (one on one scenario or from v. close range) when the ball has a clear path to goal and there is low/moderate pressure on the shooter.

What is hockey advanced stats? ›

Simply put, the term “advanced statistics” refers to a number of metrics that go beyond traditional boxscore statistics, such as goals, assists, shots, hits, penalty minutes, and plus-minus differential. They offer a more detailed form of hockey analysis and reduce the amount of human error involved.

What is Rule 56 in hockey? ›

Rule 56 of the NHL Rule Book states: If a player penalized as an instigator of an altercation is wearing a face shield, he shall be assessed an additional Unsportsmanlike Conduct penalty.

How is xG expected goals calculated? ›

An xG model uses historical information from thousands of shots with similar characteristics to estimate the likelihood of a goal on a scale between 0 and 1. For example, a shot with an xG value of 0.2 is one that we would generally expect to be converted twice in every 10 attempts.

What does G mean in hockey stats? ›

G. Goals. A goal is awarded to the last player on the scoring team to touch the puck prior to the puck entering the net. Note: Goals scored during a shootout do not count towards a player's goal total.

What is the fastest and hardest shot in hockey? ›

Zdeno Chara

Big Zed is a five-time winner of the NHL's hardest shot competition, and his blast of 108.8 mph, accomplished in 2012 at the All-Star Skills Competition in Ottawa, remains the all-time record.

Has any NHL player scored 5 goals in one game? ›

Mario Lemieux is the only player in history to achieve a five-goal game by scoring in five different ways – on December 31, 1988, he scored an even-strength goal, a power-play goal, a short-handed goal, a penalty shot goal and an empty net goal against the New Jersey Devils.

Why is xG flawed? ›

The glaring issue with xG it is that it assumes every player is born equally. The xG value of shot assumes it is being taken by someone of average ability in the league.

What is a good Corsi score? ›

According to blogger Kent Wilson, most players will have a Corsi For percentage (CF%) between 40 and 60. A player or team ranked above 55% is often considered "elite".

What is expected goals against xGa? ›

Expected goals against (xGa)

xGa or expected goals against is the opposite of xGf. It is the number of goals a team is expected to have conceded from team b during a match based on xG data.

Is XGA better than HD? ›

SVGA is 800 x 600, XGA is 1024 x 768, HD 720 is 1280 x 720, and HD is 1920 x 1080. So if you bought an XGA projector your image would be 1024 pixels wide and 768 pixels high. More pixels will give you better image detail especially when you enlarge the image as you would with a projector.

Is XGA or WXGA better? ›

If you're looking for a projector with more resolution than XGA but don't want to break the bank, a WXGA projector may be the best option for you. This resolution, which stands for Wide XGA, offers 1280 x 800 pixels and a “movie theatre” aspect ratio of 16:9.

Is XGA resolution good? ›

XGA has an aspect ratio of 4:3, this resolution offers an effective resolution of 1024 by 768 pixels, which equals to 786,000 pixels being rendered at any given time which results in an even sharper image and great detail.

What is expected goal difference? ›

Put simply, Expected Goals (xG) is a metric designed to measure the probability of a shot resulting in a goal. An xG model uses historical information from thousands of shots with similar characteristics to estimate the likelihood of a goal on a scale between 0 and 1.

How is goal differential calculated? ›

How Is Goal Differential Calculated? Goal difference is calculated by subtracting the number of goals conceded across all league matches from the number of goals scored in league play. A goal scored by one team not only adds a point to their goal difference but also subtracts a point from their opponent's GD.

What is GF vs GA in hockey? ›

GF - Count of Goals for that player's team while that player is on the ice. GA - Count of Goals against that player's team while that player is on the ice.

What is shot differential in hockey? ›

It's essentially an average shots for per game minus the average shots against per game.

How accurate is xG? ›

Expected goals predicts the correct home team result 66% of the time and away results 58% of the time. This is slightly better than shots on target on the away results and slightly worse on the home results.

Does hockey have xG? ›

In hockey, expected goals (xG) are an advanced counting metric that uses past information of previous shots taken and gives context to derive shot quality of new shots.

What is a good xG per shot? ›

A shot measuring 0.99 xG would be scored 99 times in 100 by the average player; it is an almost certain goal that will only extremely rarely be missed. Although the expected goals metric is used to calculate values for individual shots, it is more useful when used over longer periods, such as an entire season.

Should goal difference be high or low? ›

As you can see from the example, a positive goal difference is always better than a negative goal difference, as it means your team has scored more goals than it has conceded. Teams with negative goal differences tend to struggle towards the bottom of the league standings as a result.

What is a scoring differential? ›

A Score Differential measures the performance of a round in relation to the relative difficulty of the course that was played, measured by the Course Rating™ and Slope Rating® .

How is differential calculated? ›

Handicap differential = (Adjusted Gross Score-rating of the course) X 113 / Course slope ratings. The course rating is simply the scores of a new golfer on a normal course under a normal playing condition. Slope rating is the rating of 113 for a course based on the standard difficulty.

What does F mean in hockey? ›

In ice hockey, a forward is a player, and a position on the ice, whose primary responsibility is to score and assist goals. Generally, the forwards try to stay in three different lanes of the ice going from goal to goal. It is not mandatory, however, to stay in a lane.

What does SV mean in hockey? ›

Save percentage

What does OTL mean in hockey? ›

OTL – Overtime losses – Games the team has lost in overtime. SOL – Shootout losses – Games the team has lost in a shootout (Note: Many leagues, most notably the NHL, do not separate overtime losses and shootout losses, including all losses past regulation in the overtime losses statistic.)

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