Category Archives: Statistics

July 18, 2022

Fewer Homers

Exploring Baseball Data With R builds a model of home runs based on 2021 data to show how many fewer home runs are being hit in 2022.

What is interesting is that many of the current home run sluggers such as Judge, Trout, Schwarber and Ohtani have really been hurt by the deadened 2022 ball. Ohani’s residual, for example, is -9 which means that his 2022 home run total is 9 less than the predicted total using the 2021 ball model and his 2022 launch variables. Judge, Trout, Schwarber and Freeman would all be predicted to have higher 2022 home run counts if they were hitting balls with the carry characteristics of the 2021 ball.

BaseballWithR.WordPress.com

The probability of Judge hitting at least 62 home runs currently stands at 0.0035. With four more home runs, the probability would be 0.033, or about ten times higher.

July 13, 2022

Short Shutouts

Team shutouts continue to run high as a percentage of starts. The 2022 season produced 189 shutouts in 2626 starts, 7.20%. In the 30 team era (1998 on), only the 2014 season produced a higher percentage of shutouts, 7.26%. It’s quite possible the way scoring is going that 2022 surpasses 2014. Of those 189 shutouts, only six came as a complete game by the starter. Many years ago I came up with the idea of the short shutout. A starter gets credit for a short shutout if he pitches at least six innings of shutout ball (and if he completes the game). This gives us an idea of which pitchers, in an era where complete games are forbidden, still are great at stopping scoring. Here are the current leaders in short shutouts.

PitcherComplete Game ShutoutsShort Shutous
Zack Wheeler06
Sandy Alcantara05
Corbin Burnes05
Gerrit Cole05
Joe Musgrove05
Martin Perez15
Leaders in Short Shutouts, 2022

Note that a short shutout doesn’t always result in a team shutout, as Gerrit Cole found out Tuesday night.

July 9, 2022

Optimum Pitch Location

Exploring Baseball Data with R presents a framework for determining the optimum target to throw a pitch. The target selection is dependent of the accuracy of the pitcher hitting the target. The example given is for a four-seam fastball on an 0-0 count, with both the pitcher and batter right handed. If the pitcher hits the target more accurately, high and inside is the best target is the upper inside portion of the strike zone. If the pitcher is less accurate, the best location is down and away.

We often hear about Greg Maddux’s ability to throw his two-seamer to a specific location. It would be an interesting study to explore pitchers’ abilities to throw, say a four-seamer, to a specific location.

BaseballWithR.wordpress.com

Would the same thing show up for a two-seam fast ball, higher is better if you are more accurate? It’s possible that Maddux could have been even better if that was true.

This could benefit batters also, especially the ones who like to guess what type of pitch is coming. This would give them a better idea of the probable location of the guessed pitch.

July 7, 2022

Tortured Stats

This article on Shohei Ohtani‘s last four starts goes out of its way to find something extreme about the streak:

Ohtani has not allowed an earned run over his last 28 2/3 innings pitched, the third longest streak by an Angels starter within a season in the last 50 years. It was his fourth straight start without allowing an earned run and his third with at least 10 strikeouts and 0 earned runs; he’s the sixth pitcher to accomplish that feat since earned runs became official and the first since Jacob deGrom in 2018-19.

ESPN.com

I am guilty of this as well, although I do try to avoid it. Ohtani contributed to the unearned run by allowing a double and a sacrifice fly after the one-base error. As far as I know, few people make a big deal about unearned run streaks. The stat really jumps the shark when you add in three 10-K games into the mix.

The four-game stretch is impressive without comparisons. Ohtani allowed 12 hits in 26 2/3 innings, along with seven walks. He struck out 40. He received the winning decision in all four games. On top of that, posted a .258/.377/.532 slash line during that period with sixteen hits and five home runs in eighteen games. Sometimes you just need to let the enormity of the numbers speak for themselves.

June 25, 2022 June 10, 2022

Career Game Scores

The Baseball Musings Batter Rankings are based on a version of game scores for batters. The idea was to rank batters like Bill James ranks pitchers, and to do that I needed a game that acted the same way; centered on 50, with 100 really great and 0 really bad.

Since great players should have great game scores, this spreadsheet shows average game scores (in starts only) for players with at least 1500 games started since 1920. There are two game score columns. The first is the raw game score, the second a part adjusted game score. This second one is the one used in the Batter Ranking calculation. If a batter plays in a park that increases offense, or plays in a high offensive era, the game score is reduce. If the players performs in a poor part for hitters, or in a low offensive era, the game score is increased.

Here is the top 15 from the list:

First NameLast NameBirthdayGSGame ScoreAdj, Game Score
MickeyMantle10/20/1931226953.7055.26
TedWilliams8/30/1918214856.5055.19
BarryBonds7/24/1964284854.6154.99
HankAaron2/5/1934316753.4654.76
BabeRuth2/6/1895193356.4154.67
DickAllen3/8/1942169252.6154.65
WillieMays5/6/1931282153.4654.58
FrankRobinson8/31/1935268053.1754.52
StanMusial11/21/1920284354.4254.43
JoeMorgan9/19/1943249052.4554.25
TonyGwynn5/9/1960231952.8454.09
RoyWhite12/27/1943173651.4454.00
JoeDiMaggio11/25/1914171854.7453.97
MelOtt3/2/1909253854.1053.90
WillieStargell3/6/1940204452.1653.89
Average Game Scores, 1920-2022

That’s a pretty good top five. Fans of Dick Allen will appreciate his rank. The most surprising name on the list is Roy White, an outfielder for the Yankees in the late 1960s and through the 1970s. Bill James wrote about how he rates White ahead of a number of more honored outfielders, and this would be another example of that. This has him even with Joe DiMaggio. Note that DiMaggio posted better raw game scores than White, but DiMaggio played in a higher scoring era than White.

The player with the lowest adjusted game score on the list is Leo Durocher at 45.91. Leo would become much more famous as a manager.

May 31, 2022 May 30, 2022

StatCast and History

Big Bad Baseball presents a chart summarizing StatCast data. It is not an intuitive chart, but it’s worth spending the time to understand, as once it is explained it turns out to be a great summary of the data. The author suggests a fascinating project that could grow out of this data:

The best intellectual exercise that that the would-be data hierophant we call the Tango Love Pie™ could do for us is to use a table such as this one to reverse-engineer what this data would have looked like in the 1920s and 1930s…that would be a data model that could actually have some use as a target for how to modify the game in ways that would restore its long-lost diversity. 

BigBadBaseball.BlogSpot.com

That sounds like a great final project for a college level statistics course.

May 29, 2022

Thoughts on Triples

On Saturday, I noticed Jose Ramirez hit his fourth triple of the season stand alone in leading the AL in the category. Ramirez does not strike me as a triples hitter, but since 2013 (he had a cup of coffee that season and hit a triple), he is in the top twenty with thirty two triples. One reason for the disconnect is that the triples hitters tend not to be power hitters. Only Mike Trout and Ramirez among players in the top twenty own slugging percentages over .500 (although Charlie Blackmon is close at .499). So Ramirez does not really fit the profile of a triples hitter, but I’m less surprised now that he leads the AL.

In addition, the Diamondbacks hit two triples in an inning on Saturday. It’s the fourth time that happened this season; it happened seven times in 2021. Those two events made me wonder if triples were up this season.

When runs become scarcer, risky strategies should rise. Sacrifice bunts, stolen base attempts, and trying to take extra bases on hits start becoming worth the risk of giving away an out. Did the drop in offense we’ve seen in 2022 lead to more triples?

No, unfortunately. This spreadsheet charts the percentage of plate appearances ending in triples since Major League Baseball lowered the mound in 1969. That season, triples accounted for 0.57% of plate appearances. In 1977, they accounted for 0.72% of PA, the highest of the era. In 2022, that rate sits at 0.35%, the lowest of any year in that ERA.

Triples have fallen steadily during the history of baseball, so this is nothing new. I did hope to see a blip up, however.

The spreadsheet also looks at doubles, which in general have been more stable over the time period, pretty much rising and falling with offense. The ratio of doubles to triples has skyrocketed, however. Back in 1969 there were 5.7 doubles for every triple. This season, there as 12.3 doubles for every triple. That extra base continues to be taboo.

It’s too bad, the triple is an exciting play. Probabilities demand, however, that players go for the extra bag in very few situations.

May 9, 2022 May 2, 2022

Zone Control

Bill James researches Strike Zone Winning Percentage, how controlling the strike zone on both sides of the ball leads to better teams. One suggestion that falls out of the study is that as competition improves, the connection between SZWP and team winning percentage increases:

You remember that in the early part of this article, I established that the connection between strike zone and actual winning percentages has grown significantly stronger over the course of the last century.  This COULD be simply because the increased number of strikeouts has increased the importance of strikeouts.  But it is very likely that the quality of play has also increased over the last century.  It could also be that the increasing connection between the two is something that happens when the quality of play increases.

I would bet that it does.   Let’s not call it “luck”; let’s call it “space”.  There is a certain space between a strike zone winning percentage and an actual winning percentage.  In that space are four things at least:  power, speed, fielding skill, and luck.  Perhaps, as the game becomes more professional, that “space” grows smaller. 

BillJamesOnline.com

This makes sense. We know, for example, that fielding percentage has steadily risen over the years, and I suspect fielders are much better at catching and throwing the ball than in my youth. The first time I saw Graig Nettles make the bare-handed scoop play on a dribbler down the third base line, I was amazed. Today, every third baseman makes that play.

Power two is on the rise. Middle infielders seldom hit for power when I was young. Now shortstops and second basemen are often among the best hitters in the majors. I think there is something in this way of looking at improvements.

April 26, 2022

Triple Trout

Mike Trout of the Angels hit his 50th career triple Monday night in the 3-0 win against the Guardians. In this day and age, fifty triples is a big deal. Since the start of the 2011 season, Trout’s first year in the majors, only six players accumulated as many as 50 three baggers. It’s just another sign of Trout being a complete offensive player, that his speed and power combine to allow him to collect a large amount of a rare hit.

April 19, 2022

Cabrera on the Cusp

Miguel Cabrera of the Tigers just singled in the second inning of the Yankees game at Detroit. That brings his career hit total to 2996, putting him in striking distance of the magical 3000 hit level. Keep your eye on Detroit the next few days, as four hits can easily come in one game.

The Yankees lead the Tigers 3-0 in the bottom of the second inning.

February 26, 2022 February 13, 2022

The Disappearing Pitcher

With the universal DH likely in the 2022 season, note that the trend of pitchers batting in NL games shows a slow and steady decline over the last 48 years. This is based on event data since 1974, counting plate appearances where the defensive position of the player is pitcher. It does not count pinch hit appearances by players with the primary position of pitcher. The year you would see pitchers come to the plate the most was 1975, 5.6 PA per game (both teams). The low came in the 2021 season 3.9 PA per game. (The graph in the spreadsheet excludes the 2020 season, clearly an outlier.)

Pitcher PA per game is declining at a slow rate of -0.026 per season. I suspect, however, that the opener strategy and limiting starters to twice through the batting order continue to take hold, we would see an even faster decline without a universal DH. We would get very close to the “pinch hit for the pitcher every time” strategy.

February 8, 2022 January 17, 2022

Home Runs to Doubles

This is another post that expands on the idea that the three-true outcomes dominate baseball too much. Too many walks, home runs, and strikeouts tend to lead to longer, more boring games, and the three feed on each other. Swinging hard leads to more strikeouts, but also more home runs. Pitchers limit hits via the strikeout, so batters need more bases per hit to balance the loss. Selectivity at the plate leads to more walks, while pitchers can use walks as a tactic to avoid dangerous hitters. All three are valuable to players, so if baseball wants fewer plate appearances ending in one of these events, the game needs to devalue them.

Let me propose that a home run over the fence be devalued to a bases clearing double. Note that before over the fence home runs became common, a ball that bounced into the stands in fair territory resulted in a home run. That hit was devalued into a bounce double in 1931, with each runner advancing two bases. So there is a small precedent for the change.

The over the fence double would be the most valuable of the doubles, as it guarantees all runners score, so it wouldn’t discourage hitting the ball out of the park. It might, however, encourage more triples and inside the park home runs. It might also encourage most diverse offenses to make up for the loss of runs by keeping batters on base.

The value of a home run depends on the number of runners on base when it the event occurs, and the run expectancy at the end of of the play.

From 1974 through 2021, the majors saw 204,144 home runs, a good sample size. The average value of those home runs was 1.86 runs. With the double rule in place, the value of the home runs would have been 1.28 runs, or 68.7% of the actual value. These values are consistent across the seasons in the study, varying between 1.82 and 1.91 for the current rule, and 1.24 to 1.31 for the doubles rule.

Note that in the spreadsheet linked above, the rule would lead to a large loss in runs without teams compensating for the rule. In 2021, 22,010 runs score, 4.53 per team game. With 5,944 home runs hit, the new rule would have reduce that total by about 3458, reducing scoring to 3.82 runs per team game.

In a lower home run environment the loss would not be a big. In 2014, there were 4,186 home runs and 19,761 runs scored, 4.07 per team game. This rule would have led to 2,420 fewer runs, or 3.57 runs per team game.

In both cases, the rule creates a low run scoring environment. When runs are scarce, one-run strategies become more prevalent, especially bunts and stolen bases. Speed should be come more valuable, as the person who leads the league in home runs will have legged out all of them. The value of the triple should increase as well. Runners might take more chances on the bases. The rule should increase everything that seems to be in short supply in the current game.

January 2, 2022 December 26, 2021 December 26, 2021 December 8, 2021

The Unwatchable Game

The headline of this article, Yes, Sabermetrics Ruined Baseball is more extreme than the article itself. Freddie deBoer provides a very nice account of why baseball became unwatchable to him.

I recognize that the analytics people set themselves the task of quantitatively identifying the strategies teams could pursue to produce and prevent the most runs, and I understand that they have been very effective in doing so. I understand that it is the job of teams, their front offices, their managers, and their players to optimize their number of wins over the course of a season. None of that is nefarious. The problem is that the resulting product is dogshit. I recognize that safeguarding the popularity of baseball is not the job of the analytics departments. But it is most certainly the job of the teams, as corporations that are part of the entertainment business, whether you like it or not. And the league is made up of the teams.

freddiedeboer.substack.com

I actually am looking forward to the pitch clock to speed the game along, but I also wonder if it’s time to devalue the three-true outcomes. If we want to take this to extremes, we can make a ball hit over the fence a single. It would create more base runners, and make line drives in the gap more valuable. It might even bring back higher triple rates.

We could make a walk worth two bases. This is a little double edged, since the batter will want to draw walks, but the cost to the defensive team is high. They no longer could pitch around a hitter with first base open and a man on second, since they will advance the runner on second and not set up a double play.

Finally, create a bigger strike zone. While you may postulate that this will cause strike outs to go up, I am willing to change that. In my lifetime, the strike zone shrunk a great deal, and strikeouts keep going up anyway. A bigger strike zone will limit walks, and force batters to swing more. Since home runs are not that valuable, batters should try to make more contact.

These are radical proposals, but it’s tough to make small changes to the game like they do in football. Without changing the value of the three-true outcomes relative to other results, we’ll continue to see lots of plays just involving the pitcher and the batter.

November 23, 2021

30 Triples

The triple over time fell out of favor as an important hit. When home runs were rare and scoring was low, taking the extra base was worth the risk. As those factors changed over time, players are much more content at stopping at second base than risking the out at third.

Triples, however, are fun. They present a demonstration of speed and often a strong throwing arm in the outfield.

From the Day by Day Database, here are the triples leaders for the last ten seasons. Charlie Blackmon and Dee Strange-Gordon tied for the lead with 52 triples, two of four players to reach the round number of 50. Blackman gets help from his home park, with only ten of his triples coming on the road. Gordon saw 29 of his three-baggers in road games.

Mike Trout shows his versatility with 49 triples, another reason he ranks as the greatest player of his generation.

The list is full of top of the order speedsters. The name that stands out as odd is Brandon Belt, with 34 triples. He too, is helped by his home park, with 26 triples in home games. Amazingly, he has zero triples at Coors field.

November 20, 2021 November 11, 2021

Ray of Light

The Phillies hired an outstanding data analyst away from the Rays. Anirudh Kilambi will an assistant general manager, running the research and development department:

The 27-year-old was one of the figures noted by The Tampa Bay Times as instrumental in discovering under-the-radar talent— particularly on the pitching side — that helped the Rays to 100 wins despite mounting injuries in the 2021 season.

PhilliesNation.com

The Phillies employee a good core of players. If Kilambi can help complement the stars with good second tier players, he could make quite a difference in the team. The Phillies likely have enough money that the players don’t need to be that far under the radar, either.

November 9, 2021 November 7, 2021

Batting Musings Marcels

The 2022 Musings Marcels for batters are available at the link. Feel free to download and use for your next season’s fantasy draft.

What do the Marcels tell us about next season? They put Trea Tuner and Tim Anderson at the top of the batting races with .311 and .309 BA respectively. Juan Soto is right behind them at .308. For OBP, Soto beats Bryce Harper by over 40 points .440 to .394. Marcels has Mike Trout with the highest OBP in the AL at .402, but without enough PA to qualify for the title. That would be Vladimir Guerrero Jr.at .378. Turner projects to collect the most hits, 168, with Whit Merrifield garnering the most in the AL with 162. Soto is at the top of the walks list with 110, while Joey Gallo draws the most in the AL with 88. Mark Canha tops the hit by pitch list with a projection of 21, after being hit 27 times in 2021, and ten times in a short 2020 season.

On the slugging side, Fernando Tatis Jr.leads the majors at .588, and Trout leads the AL at .579. Among players projected with enough PA to qualify for the title, Byron Buxton comes out on top at .548. Tatis, Pete Alonso, and Salvador Perez are all projected to hit 36 home runs. Rafael Devers with 37 and Nick Castellanos with 36 project to be the doubles leaders, while five different hitters are projected to hit six triples.

Freddie Freeman projects to the most runs score in the majors with 102, while Bo Bichette is the favorite to lead the AL, his projection at 95, tied with Jose Altuve. Jose Abreu tops the RBI column with 104, with Soto at the top of the NL with 91 RBI.

In the negative stats columns, Joey Gallo looks to have the most K with 186 projected whiffs, while Abreu projects to 21 ground into double plays.

Enjoy playing with the numbers!

October 16, 2021

Playoffs Today

Given how little starting pitching seems to count anymore, I’m thinking of changing direction with these posts. The graph at this spreadsheet shows how the number of outs recorded by starters fell since the introduction of the third round of playoffs in 1995. In that year, the average post-season starting pitcher recorded 18.9 outs per start. Here is 2021, that average is down to 12.5 outs per start. The pitcher starting the game is on average pitching two fewer innings. There is a persistent downward trend, that really accelerates after 2015. This was two years before the Rays started using an opener strategy. Game one of the ALCS featured two pitchers who are starters, not openers. Both record just eight outs. The post season has become the cavalcade of relief.

Boston sends Nathan Eovaldi against the Astros and Luis Garcia in game two of the ALCS. In 2020, Garcia made a start in the post-season and lasted two innings, despite giving up no hits and no runs. This season, he lasted 2 2/3 innings in his ALDS start, but he deserved to be removed after allowing five runs. Evoaldi pitched extremely well in the 2021 post-season so far, owning a 2.61 ERA in two starts, striking out 16 batters, walking one, and allowing just seven hits. He pitched just 10 1/3 innings in his games, however. Maybe that’s why his numbers are do good, but when teams go to the bullpen often, they do risk finding the pitcher who is going to have a bad day.

Mad Max will be throwing out the first pitch in the NLCS as the Dodgers send Max Scherzer the Braves and Max Fried. Even Scherzer is prone to be pulled early in the playoffs, as he went just 4 1/3 innings in the wild card game. He did come back to pitch seven innings in the NLDS, for a total of two runs allowed in 11 1/3 innings, plus his relief appearance. Fried went six innings in his one start this year, shutting out the Brewers on three hits. At 81 pitches, however, this still seems like an early hook for no good reason.

Enjoy!

October 4, 2021

Padres Analytics

Dave Cameron, head of the Padres Analytics section, is leaving the Padres. The East Village Times suggests that San Diego did a poor job of communicating data to players:

The Padres have come under recent scrutiny for failing to implement the baseball data they collect into information that can easily be digested. Players have the information, and it can be overwhelming trying to make sense of it all. Having Rapsodo Machines and Edgetronic Cameras is great, but not if statisticians cannot explain the data correctly to the players. This is an area that needs to change for the Padres. Perhaps that bothered Cameron as he struggled in his role with the club.

EastVillageTimes.com

They provide the example of Cal Quantrill with the Padres and the Indians.

In general, there seems to be a lot wrong with the Padres.

September 20, 2021

Games With a Hit

I’ve had a couple of requests for a ranking of players by percentage of games with a hit. This is minimum 80 games in 2021, with a game counting if the player started and had at least one PA that would qualify the game to count for a hit streak (a game would not count if all the appearances ended in walks or hit by pitches).

BatterGamesGames With HitsFraction of Games
Tim Anderson112890.795
Adam Frazier1301020.785
Jean Segura117910.778
Trea Turner1351050.778
Cedric Mullins II1391080.777
Nick Castellanos125970.776
Tommy Edman1411070.759
Manuel Margot96720.750
Vladimir Guerrero Jr.1481110.750
Jose Altuve133990.744
DJ LeMahieu1391030.741
Mookie Betts104770.740
Whit Merrifield1491100.738
Jesse Winker105770.733
Ty France1381010.732
Pavin Smith115840.730
A.J. Pollock89650.730
J.D. Martinez1371000.730
Marcus Semien1481080.730
Starlin Castro85620.729
Paul Goldschmidt1441050.729
Teoscar Hernandez128930.727
Austin Hays106770.726
Brendan Rodgers84610.726
Bo Bichette1461060.726
Bryan Reynolds1381000.725
Eric Hosmer123890.724
Michael Brantley112810.723
Bryce Harper126910.722
Starling Marte108780.722
Raimel Tapia104750.721
Josh Harrison120860.717
Manny Machado137980.715
David Fletcher1441030.715
Isiah Kiner-Falefa1441030.715
Josh Bell115820.713
Ke’Bryan Hayes83590.711
Tyler Naquin106750.708
Jeimer Candelario140990.707
Kyle Tucker122860.705
Xander Bogaerts132930.705
Yordan Alvarez125880.704
J.T. Realmuto111780.703
Rafael Devers1441010.701
Austin Riley1441010.701
Salvador Perez1471030.701
Eddie Rosario90630.700
Javier Baez120840.700
Juan Soto133930.699
Jared Walsh123860.699
Miguel Rojas116810.698
Yulieski Gurriel130900.692
Mitch Haniger143990.692
Freddie Freeman1461010.692
Buster Posey94650.691
Yoan Moncada132910.689
Omar Narvaez93640.688
Ryan McMahon128880.688
David Peralta115790.687
Harold Ramirez83570.687
Brandon Crawford118810.686
Kris Bryant127870.685
J.P. Crawford1461000.685
Carlos Correa136930.684
Tyler O’Neill117800.684
Alex Verdugo129880.682
Christian Walker91620.681
Jesus Aguilar116790.681
Ozzie Albies144980.681
Giovanny Urshela97660.680
Nicky Lopez131890.679
Nelson Cruz124840.677
Chris Taylor127860.677
Amed Rosario127860.677
Odubel Herrera96650.677
Hunter Renfroe130880.677
Trey Mancini130880.677
Luis Arraez99670.677
Pete Alonso139940.676
Josh Rojas108730.676
Jonathan Schoop145980.676
Andrew Benintendi117790.675
Trevor Story129870.674
Justin Turner129870.674
Myles Straw135910.674
Nolan Arenado144970.674
Giancarlo Stanton122820.672
Adolis Garcia134900.672
Christian Yelich97650.670
Nathaniel Lowe139930.669
Joey Votto117780.667
Gleyber Torres111740.667
Charlie Blackmon126840.667
Jake Cronenworth135900.667
Avisail Garcia110730.664
Trent Grisham107710.664
Ryan Mountcastle127840.661
Jose Iglesias121800.661
Anthony Santander100660.660
Jeff McNeil94620.660
Aaron Judge132870.659
Joey Wendle108710.657
Lourdes Gurriel128840.656
Michael Taylor128840.656
Randy Arozarena125820.656
Tucker Barnhart90590.656
Ramon Laureano87570.655
Jose Ramirez136890.654
Shohei Ohtani133870.654
Jonathan India133870.654
Leury Garcia104680.654
Eduardo Escobar127830.654
Kolten Wong98640.653
Wilmer Flores89580.652
Randal Grichuk126820.651
Matt Olson143930.650
Elias Diaz80520.650
Dylan Carlson134870.649
Jose Abreu142920.648
Jasrado Chisholm105680.648
Will Smith105680.648
Cesar Hernandez139900.647
Kyle Farmer119770.647
Enrique Hernandez119770.647
Jorge Polanco136880.647
Akil Baddoo96620.646
Yadier Molina110710.645
Jonathan Villar107690.645
Fernando Tatis Jr.115740.643
Brandon Lowe125800.640
Adam Duvall122780.639
Mike Yastrzemski108690.639
Luis Urias123780.634
Willy Adames122770.631
Yan Gomes84530.631
Dansby Swanson146920.630
Rhys Hoskins100630.630
Kyle Schwarber100630.630
Mark Canha127800.630
Eric Haase81510.630
Austin Meadows123770.626
Harrison Bader88550.625
Freddy Galvis88550.625
Ronald Acuna80500.625
Christian Vazquez114710.623
Anthony Rizzo126780.619
Franmil Reyes102630.618
Garrett Hampson102630.618
Miguel Sano115710.617
Anthony Kemp81500.617
Didi Gregorius86530.616
Pedro Severino96590.615
Max Muncy124760.613
Carlos Santana142870.613
Wil Myers111680.613
Nick Solak116710.612
Jacob Stallings100610.610
Kevin Newman123750.610
Elvis Andrus135820.607
Dominic Smith112680.607
Josh Donaldson114690.605
Miguel Cabrera118710.602
Gavin Lux85510.600
James McCann95570.600
Patrick Wisdom80480.600
Andrew McCutchen120710.592
Robbie Grossman142840.592
Andrew Vaughn110650.591
Willson Contreras105620.590
Jurickson Profar83490.590
Luis Torrens83490.590
Alec Bohm99580.586
Ian Happ108630.583
Yandy Diaz115670.583
Kevin Kiermaier91530.582
Francisco Lindor110640.582
Justin Upton87500.575
Jed Lowrie117670.573
Gregory Polanco91520.571
C.J. Cron121690.570
Kyle Seager144820.569
Matt Chapman139790.568
Nick Ahmed118670.568
Jorge Soler131740.565
Maikel Franco100560.560
Willi Castro109610.560
Gary Sanchez97540.557
Thomas Pham117650.556
Sean Murphy103570.553
Bobby Dalbec109600.550
Max Kepler104570.548
Joc Pederson106580.547
Rougned Odor86470.547
Guillermo Heredia81440.543
Eugenio Suarez122660.541
Hunter Dozier124670.540
Mike Zunino91490.538
Jason Heyward91490.538
Andrelton Simmons119640.538
Michael Conforto103550.534
Brett Gardner101530.525
Victor Robles92480.522
Joey Gallo138700.507
Paul DeJong92460.500
Jackie Bradley, Jr.95460.484
Dylan Moore92410.446
Martin Maldonado110480.436
Through games of Sept 19, 2021
July 16, 2021