Category Archives: Statistics

June 26, 2023

Two Grand

Freddie Freeman of the Dodgers recorded his 2000th career hit Sunday night. He joins five other active players with at least 2000 hits. Miguel Cabrera leads the field with 3119, but everyone else is over 1000 hits behind him. Joey Votto is second with 2098, but as he approaches age 40 there is little chance of him reaching 3000. Nelson Cruz and Andrew McCutchen also seem a bit old to gather over 900 hits the rest of the way. Elvis Andrus at 2036 hits is a year older than Freeman. Freeman is still very good, so I could see him collecting 1000 hits in seven seasons.

The most likely to reach 3000 from list is probably Manny Machado, with 1659 hits as he approaches his 31st birthday.

June 11, 2023

Shifting Difference

How much did limited shifts effect offense? This table looks at hitters with at least 200 PA in 2023 versus the same point in the season in 2022.

Batting Average20222023
Mean0.2540.257
Standard Deviation0.0360.032
Max0.3630.402
Min0.1570.175
Median0.2530.258
Count163164
Players with 200 PA, Same Point in Season

I’m always amazed at how few players qualify for the batting title. It’s just a little over three per team.

Batting averages are up with big jumps at the maximum (both Luis Arraez) and the minimum. The mean is not all that different, however, while the median has a wider gap.

The standard deviation is narrower. One might expect that if shifts hurt some players more than others. For example there are players that see very few shifts.

Of course, batting average is also influenced by strikeouts and home runs, both of which are up this season. Here is the same data for BABIP, which clears out the influences of those events:

Batting Average, Balls in Play20222023
Mean0.2950.301
Standard Deviation0.0440.041
Max0.4270.418
Min0.1810.172
Median0.2930.301
Count163164
Players with 200 PA, Same Point in Season

The data shows a larger increase in BABIP than BA, with a smaller spread as well. Here, however, the highest and the lowest values are much lower than in 2023. The limited shift seems to have helped the great middle class of hitters.

The limits on shifts helped BABIP, which was enough to offset the increase in strikeouts to raise overall batting averages.

June 10, 2023

Mr. Triple

Matt McLain of the Reds, a true rookie, picked up the third triple of his career Saturday afternoon in an 8-4 victory over St. Louis. That was just his 24th game. Over 162 games, that would work out to about 20 triples in a season.

Another way to look at his triples success is by his rate. The major league rate for triples per plate appearance (PA) is 0.0036. McLain, with 114 PA, has a rate of 0.026, seven times higher. Coming into today, only two other players had a rate of at least 0.02, Kevin Kiermaier and Ke’Bryan Hayes (min 100 PA). So if McLain managed 650 PA in a season, we might expect 17 triples from him. Since 1998, there have only been eight player seasons where a batter recorded at least 17 triples. The last was in 2008, when Jose Reyes had 19.

May 31, 2023 May 15, 2023

Remembering Morris

Jim Albert remembers statistician Carl Morris by using Morris type analysis to determine if Ty Cobb was ever an intrinsic .400 hitter. Morris was a pioneer in statistical analysis in sports, and recently passed away. He served as advisor to the Harvard Sports Analysis Collective, and I met him many years ago when I was invited to a meeting to take about my work. He was very down to earth.

My thoughts go out to his family and friends.

May 15, 2023

Best Batter Today

Anthony Rizzo of the Yankees keeps first place churning in the Baseball Musings Batter Rankings. He homered and walked in an 8-7 Tampa Bay win. Rizzo collected 19 hits and six walks in his last dozen games, including four home runs.

Yordan Alvarez of the Astros remains constant in the top five as he collected a single and double in a 4-3 win over the White Sox. Juan Soto of the Padres goes 0 for 4 in a 4-0 Dodgers win, Los Angeles sweeping San Diego. Soto drops to third place. In the same game, Freddie Freeman of the Dodgers singled in four trips to the plate to sit in fifth place.

Fourth place belongs to Ronald Acuna Jr. of the Braves. He posted a two for four game with a single, home run, and walk. The Blue Jays took the game in walk-off fashion 6-5.

The best game score of the day belongs to Taylor Walls of the Rays. He goes three for four, missing the cycle by a double for a game score of 77. Walls, like so many of the Rays this year, gets on base and hits for power extremely well, posting a .281/.373/.583 slash line. He ranks 121st on the list.

Note that Walls hit the only triple in the majors on Sunday. Triples are being hit at their lowest rate, only 0.32% of plate appearances resulting in a three-bagger. This chart shows the decline in triples since the start of the HR era in 1920. Note that doubles showed a decline as well during the first half of this era, but lowering the mound in 1969 reversed that trend, and doubles are up overall in the time period. The triple keeps disappearing.

April 24, 2023 April 23, 2023

Lack of Triples

Jake Cronenworth of the Padres tripled today, the first triple hit by a Padres batter this season. The Angels, Astros, Mets, and White Sox have yet to hit a triple, but the most amazing name on the list is the Rockies. Since joining the majors in 1994, the Rockies own the most triples of any team, 1180. Coors help triples, which is why so many cycles have been recorded there over the years. The Rockies without a triple are like a day without sunshine.

The Padres beat the Diamondbacks 7-5.

April 16, 2023 April 1, 2023

Ban Analytics!

I find their lack of faith disturbing.

Teams always used analytics, and some teams always used them better than others. You can convince me that analytics might make the game more boring, but they also give clubs a chance to find inefficiencies to exploit.

MLB did the right thing in reacting to the things that analytics did to make the game worse. It’s not going to end, however. Rather than complaining about it, MLB and the owners will need to continue to adjust the games as analytics pulls the game in the boring direction.

I also hope the tweet was April 1 joke.

March 2, 2023 February 25, 2023

Funs Created

Tom Tango messaged me that Fun Points is now Funs Created. The following list displays the most Funs Created Points by a player in a game going back to 1920. Before I executed the query, I thought Willie Mays should be near the top, and I was not disappointed:

BatterGame DateFuns Created PointsHitsDoublesTriplesHome RunsStrikeoutsWalksIBBHBPSBCS
Willie Mays1958-05-13695022010011
Shawn Green2002-05-23696104000000
Ty Cobb1925-05-05656103000001
Joe Adcock1954-07-31655104000000
Josh Hamilton2012-05-08655104000000
Alex Dickerson2020-09-01645203110000
Rogers Hornsby1922-06-12634101020023
Joe Morgan1965-07-08616102000011
Willie Stargell1968-05-22615103000010
Yoenis Cespedes2015-08-21615103000010
Jimmie Foxx1932-07-10606103010000
Pat Seerey1948-07-18604004110000
Gil Hodges1950-08-31605004000000
Mike Schmidt1976-04-17605004000000
Kris Bryant2016-06-27605203000000
Scooter Gennett2017-06-06605004000000
Matt Carpenter2018-07-20605203000000
Vince Coleman1990-07-24594011010040
Edgardo Alfonzo1999-08-30596103000000
Kenny Lofton2000-09-03594001111050
Anthony Rendon2017-04-30596103000000
J.D. Martinez2017-09-04594004100000
Tony Lazzeri1936-05-24584013110000
Jackie Robinson1954-06-17584202000011
Fred Lynn1975-06-18585013000000
Rondell White1995-06-11586211000010
Kelly Shoppach2008-07-30585302111000
Ian Kinsler2009-04-15586211000010
Jackie Bradley, Jr.2015-08-15585302100000
Highest Funs Created Points in a Game, 1920-2022

Note that the majority of these game resulted from a high number of extra-base hits. One game that stands out, however, belonged to Vince Coleman. I think everyone would agree that his four for four with a walk, triple , home run, and four stolen bases provided a high level of entertainment for the crowd that night.

Note also no one on this list is an unknown. There are lots of Hall of Famers, and worst you can say about any of these hitters is they were just okay. In other words, good hitters are fun hitters.

February 24, 2023

Total Fun

I had a request for the most fun points in a season. Here is everyone who generated at least 2100 fun points in a season since the start of division play in 1969:

BatterSeasonPAFun PointsFP Per PA*
Alfonso Soriano200274123283.15
Bobby Bonds197074523073.13
Juan Samuel198473723053.14
Sammy Sosa199872222873.23
Alfonso Soriano200672822853.21
Alex Rodriguez199874822593.02
Rickey Henderson198265622553.44
Matt Kemp201168922063.32
Bobby Bonds197373822063.03
Aaron Judge202269622053.26
Lou Brock197470222043.21
Larry Walker199766421783.35
Ellis Burks199668521683.17
Sammy Sosa200171121623.21
Sammy Sosa199971221623.07
Hanley Ramirez200770621573.07
Ronald Acuna201971521573.03
Jonathan Villar201667921553.19
Juan Samuel198772621432.97
Mark Reynolds200966221433.25
Vince Coleman198770221373.04
Jose Canseco198870521363.07
Andres Galarraga199669121303.10
Charlie Blackmon201772521242.97
Jacoby Ellsbury201173221162.89
Sammy Sosa200070521143.08
Chris Davis201367321133.20
Alex Rodriguez200173221062.90
Grady Sizemore200675121032.83
Aaron Judge201767821033.15
Total Fun Points in a season,1969-2022, 502 PA (PA* = PA – IBB)

Looks like Soriano was a lot of fun, landing in the top five twice. He batted at the top of the order with power, like Bobby Bonds.

February 23, 2023

Bearing Down

Cy Morong looks at strikeout rates with men on third and less than two out versus the overall strikeout rate. The AL is here, the NL is here. Note that when strikeout rates were low, there was not much of a difference. As strikeouts became more ubiquitous batters started working harder to put the ball in play. The ratio between the two measures shows a slow but steady drop over the last 30 years.

February 22, 2023

Post Season Fun

A comment in the previous post suggested that fun in the playoffs was important. Here is the list of players who averaged four fun points per PA* in the post season since 1969, the start of division play.

(PA* = PA – IBB)

BatterSeasonPAFunPointsFPPerPA
Rickey Henderson1989442124.82
Juan Gonzalez199619864.78
Colby Rasmus2015241054.77
Stephen Piscotty201518854.72
Donn Clendenon196916754.69
Chris Young201120924.60
Justin Turner201520854.47
Amos Otis197817764.47
Omar Vizquel199618804.44
Travis D’Arnaud202216714.44
Carlos Beltran2004562444.44
Derek Jeter200617754.41
Mark Grace198922884.40
Carlos Gonzalez200919834.37
Jeff Mathis200916694.31
Giancarlo Stanton2020311314.23
Vinny Castilla199516674.19
Trea Turner202218754.17
Dante Bichette199518754.17
Andruw Jones200421874.14
John Vander Wal199815624.13
George Brett197818744.11
Mo Vaughn199818744.11
Jorge Soler2015251024.08
Ketel Marte201717694.06
Joc Pederson2017261054.04
Johnny Bench1976281124.00
Fun Points per PA*, 1969-2022, 15 PA per Post Season (PA* = PA – IBB)

Impressively, Rickey Henderson comes out on top again.

The commentor noted that Randy Arozareana seemed to be a lot of fun in the 2020 post season, and he came in second to Stanton at 3.75 points per PA*, and he did it over 81 PA.

February 21, 2023

Fun Players

Tom Tango comes up with the idea of fun points based on fan polls to determine which players generate the most fun. Aaron Judge led the majors in 2022 in fun points per PA. Here is the top fun points seasons since the introduction of division play and the lowering of the mound in 1969:

BatterSeasonPAFunPointsFPPerPA
Rickey Henderson198265622553.44
Eric Davis198756218883.41
Larry Walker199766421783.35
Fernando Tatis Jr.202154618063.34
Shohei Ohtani202163920693.34
Christian Yelich201958018713.32
Matt Kemp201168922063.32
Barry Bonds200166420563.27
Aaron Judge202269622053.26
Mark Reynolds200966221433.25
Reggie Sanders199556718273.25
Sammy Sosa199872222873.23
Lou Brock197470222043.21
Rickey Henderson198362219723.21
Alfonso Soriano200672822853.21
Mike Trout201263920373.21
Sammy Sosa200171121623.21
Fun Points per PA*, 1969-2022, 502 PA per Season (PA* = PA – IBB)

Note that many of these seasons occurred recently, as strikeout rates rose. I’m glad to see Rickey Henderson at the top; it gives me another reason for being at the top of my list for favorite player.

I like this idea. We want to try to encourage players who are in fact fun to watch. I hope next year during contract negotiations, players ask for extra money for being fun to watch.

January 23, 2023

Thinking Fantasy

As spring training approaches, so does the time to prepare for your fantasy draft. Baseball Musings provides two files to help out.

Musings Marcels provides Tom Tango’s Marcel the Monkey projections for all batters who played in 2022. Marcel projections are extremely simple, using only the batter data from the last three seasons, the age of the player, and regression for small sample sizes. Despite this simplicity, it tends to do as well as other projection systems.

A few years ago I modified this process for pitchers from an opposition batting perspective. This answers the question, “What are batters likely to do against this pitcher?” Musings Marcels Opp Batting uses that data to predict innings pitched, runs against per 9 and FIP. I hope you find them useful!

December 14, 2022

Predicting Framing

Tom Tango notes that the various pitch framing measures yield very similar results as Savant, Steamer, and Shadow Zone strike rate are all about 90% correlated. What I found more interesting is the year-to-year correlations:

Is one better than the other? To the extent that I would choose a winner, I would choose Steamer.  If we look at year to year correlations of Savant to itself, we get r=0.51.  We also get the same correlation if we run a correlation of Steamer to next year’s Savant.  And we also get the same r=0.51 correlation with Savant to next year’s Steamer.  Where we get a slight win is Steamer to itself has an r=0.56.  

TangoTiger.com

If I am reading this correctly, asking if a catcher is going to be as good or bad at pitch framing next year, you can flip a coin and get as good an answer. That tells me pitch framing might not be the consistent skill that we are led to believe. There is probably a lot more going on than the ability to pull pitches into the strike zone.

I also hope that one factor is that umpires see the results at the end of the season and adjust their strike calling accordingly. The umpires may be doing Bayesian updating. They have priors for a ball being caught in a certain location being a strike, and based on new information about a particular catcher, they move that prior up or down. We know MLB reviews ball and strike calls to help umpires improve, so maybe the r=.5 isn’t that surprising.

Nice to see the cheating catchers are being caught.

November 28, 2022

The Best of the Time

Bill James puts together a list that tries to answer the question, “Who was the best player at that time?” It’s not who had the best year, but who, given the context of the seasons surrounding that year, was the best player.

One of the points of the article is that Freddie Freeman surpassed Mike Trout as the best player, probably for the last three years. Note that the Baseball Musings Batter Rankings, which asks, “Who is the best player today?” agrees with this.

As usual, the Bill James article is interesting throughout.

November 27, 2022

The Power of In Play

Cyril Morong notes that Joe DiMaggio is the only player with at least fifty home run in road games to collect more home runs than strikeouts away from home. This represents a great lesson for power hitters on the value of limiting strikeouts. DiMaggio hit .334/.405/.611 in road games. His BABIP came in at .310, but his BABNIP (HR/(HR+K)) came in at .505. So he hit 24 points above his BABIP. It’s tough to find that kind of batting average enhancement today from home runs and strikeouts.

The closest thing we may have to this kind of BA/BABIP ratio comes off the bat of Nolan Arenado. Arenado, who strikes out at about 14% for his career, owns a number of seasons in which he posted a higher BA than BABIP. Still, for his career, his BABIP stands at .292 and his BA at .289.

One thing that would be extremely exciting for the game would be a run at a .400 BA. That’s possible if a player can combine a high BABIP with a good number of home runs and few strikeouts.

In the last 45 years MLB saw three runs at .400. Rod Carew in 1977 may have been the last real run at that average when he hit .388. Carew reached that mark in a full season, coming to the plate 694 times. George Brett in 1980 hit .390, but with forty-five games missed barely qualified for the batting title with 515 PA. Tony Gwynn hit .394 in the strike-shortened 1994 season when he came to the plate 475 times.

Carew hit his .388 with a BABIP of .408, hitting 14 home runs. Gwynn’s .394 came on BABIP of .389, hitting 12 home runs. Only Brett was DiMaggio like, hitting .390 on a .368 BABIP. He smacked 24 home runs while striking out just 22 times.

Ichiro Suzuki at his best hit .372 on a BABIP of .399. He did not strikeout much, just 63 times, low by modern standards. With just eight home runs, however, his BABNIP was a drag on his batting average.

So how do we engineer a George Brett, someone who combines the BABIP and power of Mike Trout with the in play skills of Luiz Arraez? Would it be possible to get Fernando Tatis Jr.or Bo Bichette to cut their strikeouts in half? Or is it just impossible with modern pitchers and bullpen usage not to strike out a ton?

MLB keeps experimenting with rules at the minor league level, mostly to improve the pace of the game. The limited shifts rule for the 2023 season serves the purpose of producing more base hits on balls in play. That will help in the quest for a .400 hitter. Maybe MLB should think of rule changes in terms of producing a .400 hitter. How does the game either devalue strikeouts or increase the incentives for balls in play? That to me is the next big problem to solve after pace of play.

November 7, 2022

The Division Approach

Jason Mackey at the Pittsburgh Post-Gazette speaks with Doug Fearing of Zelus Analytics. Zelus offers sports analytics outsourcing. Instead of supplying data to all like STATS or Sports Info Solutions, Zelus provides their services to only a few clients:

Consulting for every team is what Fearing described as a “zero sum approach,” since they’d all have access to the same data, so Zelus is selective about the teams with which it works.

There’s one per division in MLB — six total. Three per conference in the NBA, again six total. And two so far in hockey, with the desire to eventually have one or two per division. Zelus dabbles in soccer and cricket and is poised to expand to the NFL in 2023.

“Our general sense is that working with 20-25% of the league is a good balance on that cost-sharing versus competitive advantage curve,” Fearing said.

Post-Gazette.com

This is perfect for a team that might be behind the curve in analytics. They can ramp up fast at probably a lower cost that hiring a staff. Fearing does not disclose customers, but one reason for the article is that there is no client in the NL Central, and Fearing has Pittsburgh connections.

November 1, 2022

Bohm Bomb

Alec Bohm leads off the bottom of the second inning by hitting the 1000th home run in World Series history! His shot into the leftfield stands give the Phillies a 3-0 lead over the Astros. It’s Bohm’s first post-season home run.

Update: Brandon Marsh adds a two-out solo homer that just hits the top of the wall in right. That gives the Phillies a 4-0 lead.

October 28, 2022

Clutchiness

Last weekend a couple of college roommates and I discussed clutch hitting, if it was real or not. One of my friends suggested that Jean Segura passed the eye test of being clutch. Here’s what I wrote, starting with a look at Paul Molitor:

Here is the link to Molitor’s career splits.

He hit .306 overall in 10835 at bats, .326 with men in scoring position in 2463 at bats.   So we can ask the question, what is the probability of a .306 hitter producing at least 804 hits in 2463 at bats.

Here is the Excel formula:  =1-BINOM.DIST(803,2463,0.306,TRUE)

So I figure the cumulative probability of getting no more than 803 hits, and subtract that from one.  The answer is 0.015.  I believe most people would find that significant.

Let’s look at Big Papi.  Ortiz batted .286 in 8640 at bats.  With runners in scoring position, he batted .296 with 708 hits in 2389 at bats.  So his probability is 0.136, which most people would consider not significant.  It’s possible to dismiss Ortiz’s clutch hitting as random luck.

Let’s look at a terrible hitter with a somewhat long career, Martin Maldonado.  Maldonado hit .209 in 2952 at bats.  With runners in scoring position, he hit .216, with 152 hits in 705 at bats.  His probability is 0.347.  In general, poor hitters are going to get fewer clutch opportunities because they hit lower in the order, behind poor hitters, and they get replaced by pinch hitters in big situations.

And this is the problem.  People will look at this and say, “Well not all RISP situations are clutch!”  That’s true.  So you wind up defining clutch as RISP in a close game from the seventh inning on, and the number of opportunities are so low that it’s nearly impossible to be significant.  The splits have a category called close and late, which is seventh inning on, score difference for the batting team from -2 to 1.  Base runner situation doesn’t matter.  All three have lower batting averages in this situation.  The probabilities for Molitor, Papi, and Moldando are .60, .99, and .97.

Just for completeness, here is Jean Segura.  He hit .285 over all for his career in 5195 at bats.  He hit .279 with runners in scoring position in 1097 at bats.  He hit .266 in Close and Late games in 775 at bats.  He’s really good with less than  2 out and a man on third base, hitting .358 in 201 at bats.  The probability of a .285 hitter doing that, however, is 0.015.  So he’s very good in a very specific clutch situation.  He also has 24 SF, but in general I would not call him a clutch hitter.

The best clutch hitters are good hitters is the upshot of most studies on the subject.

David Pinto, personal email

I suggested we keep track of clutch situations in the LCS games Sunday night, for us to get a feeling as to what we really consider a clutch situation. By writing down the value beforehand, we would not be influenced by the outcome. It would also force us to seriously think about the question, “What is a clutch situation?” Here is my part of the exercise. I rated every plate appearance from 0.0 to 1.0 by tenths of a point.

I will point out that I thought the biggest clutch moments for the Phillies came in the bottom of the seventh inning with two out. Kyle Schwarber came up with the Phillies trailing by one and a man on second with two out. I rated that a 0.9. The Padres intentionally walked Schwarber, putting Rhys Hoskins up with two on and two out, also a 0.9.

When Bryce Harper came up the next inning with a man on first and no one out, I rated that as a 0.7. It was late in the game, and the Phillies needed a run, but it really wasn’t a make or break moment, like when Hoskins batted in the seventh.

If we were able to get a large number of people to rate PA this way, we could start exploring the type of situations that made a PA clutch. We could average together the values for each PA and come up with a clutchiness index for the player. We could examine how a player hits based on the clutchiness of the situation, etc.

On Thursday, Jayson Stark at the Athletic explored these themes. It was nice to know I was on the same page as Tom Tango:

“All the proclamations about clutch — they’re always after the fact.”

TheAthletic.com

And:

In other words, great players aren’t “clutch.” They’re just “great.” I told him about Rob Thomson’s theory on Jeter. Then I asked: “Was Derek Jeter clutch?”

TANGO“He’s as clutch in the postseason as he was in a regular season. Because he’s Derek Jeter — and from the time he was probably 12 years old to the time he retired, he was as perfect as he’s always been. And we don’t learn anything new about Derek Jeter just because it’s April or June or October.”

If you have a subscription, the whole Stark article is well worth the read.

I do ask you as you watch Game One of the World Series tonight, think about the clutchiness of the situation. Write down the number. You can even record how the fared, again 0 to 1. I was recording 0 for failure and 1 for success, but Trent Grisham‘s bunt in the ninth threw me. He made an out (failure) but he put two runners in scoring position (success). Maybe that was a 0.5 success. Maybe Schwarber’s IBB was a 0.1 success. An infield hit with a man on second and two out that only advances the runner to third? That’s not as good as a single to the outfield that scores the runner, maybe 0.6 to 1. Give it a try and ask yourself, “What is really clutch?”

October 5, 2022 September 18, 2022

Power Only

In recent weeks I keep noticing batters coming up with the best game scores of the day as being power hitters who do a poor job of getting on base. To be a bit more technical, players with a high isolated power (Slugging Percentage – Batting average, or Extra Bases/ AB) and a low OBP. In my lifetime, these hitter were rare. Even sluggers who hit for a low batting average struck enough fear into the opposition that they were often walked enough to produce a good OBP (the Ken Phelps school of hitters).

Has a new type of hitter really emerged, or is this just an random sampling looking like a trend?

The study looks at players with at least 300 PA in a season. They must have an isolated power greater than .200 and an OBP less then .300. The query yields 148 player seasons since 1920. Sixty eight of those seasons occurred from 2011 on. In fact there have been at least four such players in every full season since 2011. The only season outside of that range with as many players as five players was the 1986 season, with a total of six.

The first such player was Jack Graham in 1946, who had a very short career. The 1946 season was an inflection point as players started to return from WWII. Graham returned to the majors in 1949 for a full season with the Browns, but was out of the majors after that.

The 1955 season was the first year with multiple players as Bill Wilson, Don Zimmer, and Del Crandall all make the cut. Zimmer played in twelve season where his pop was his biggest offensive weapon. Multiple players do not appear in a season again until 1982, when Dave Kingman and a young Gary Gaetti make the list. Kingman makes the list five times, tied with Steve Balboni for most such seasons. The 1986 season is the first with more than three players, and between that and 2011, there were only four season with as many as four players.

This year’s list include Giancarlo Stanton, Salvador Perez, Tyrone Taylor, Cal Raleigh, and Jack Suwinski. Perez made the list multiple times.

Tolerating this type of offense may be a reaction to pitchers becoming tougher to hit due to high strike out rates. If hits are rare, it’s better if they are long distance hits, since they tend to do more damage.

September 13, 2022

No Hit RBIs

Randy Arozarena of the Rays drove in two runs in game one of a Tuesday doubleheader, as Tampa Bay beats Toronto 4-2. Both RBI came on fielder’s choices, and I assume from the play by play that they were failed double plays. That got me wondering who drove in the most runs this season that did not come from a hit. The two today gave Arozarena nine on the season. Jose Ramirez of the Guardians leads the majors with 17, while Alec Bohm of the Phillies, Pete Alonso of the Mets, and Justin Turner of the Dodgers all have 15. The three at fifteen are among the MLB leaders in sacrifice flies.

Bo Bichette of the Blue Jays stayed hit with a two for five day. Sixteen of the seventeen hits in the game went for singles, and both teams with one for eight with runners in scoring position.

September 3, 2022

More Shutouts

The last two days produced seven shutouts, bringing the total for the season to 2.82. That’s 7.14% of starts, the second highest percentage in the 30 team era (1998 and on). The most shutouts in a season in that time came in 2014, when 353 shutouts were good for 7.26% of starts.

With 33 days left in the season, the majors would need to average 2.15 shutouts per day to tie 2014. With cooler weather about to set in, that may not be that tough to do.

September 1, 2022

WAR and IP

Tom Tango notes that WAR is not proportional to IP, which is why great pitchers of today do about as well in WAR as the great pitcher of yesteryear, despite fewer innings:

You see, it doesn’t matter, necessarily how many innings you throw.  What matters is how well you can pitch compared to the quadruple-A pitcher.  And if you can improve your performance on a per pitch basis and throw fewer pitches, the two combined call allow you to maintain the same level of value.  

All that’s happened is that the superstars of today have shed their “replacement level” innings, which allows them to improve their rate stats (while dropping their innings). And so their quality X quantity is maintained.

TangoTiger.com

I don’t think the explanation is complete. Those wins have to come from somewhere, and the main rate stat that improved was strikeouts. More strikeouts means less work for the fielders, so I have to believe those gained wins are coming at the expense of fielders. It’s not just higher quality in fewer innings, it’s taking the ball out of the gloves of fielders. If the K rate had been held steady, would we be seeing WAR proportional to IP?

I wonder if defensive WAR is down in the same time frame? Fielders are much better than when I was young, so is the quality X quantity maintained there as well?

August 30, 2022

Triples Drought

Including tonight’s game, a 5-1 Reds win over the Cardinals, Albert Pujols has gone 3767 plate appearances (PA) since his last triple. Since this appears to be Pujols’s last season, Victor Martinez‘s record of 3995 PA after his last triple would appear to remain intact. Other active players at the high end (through Monday) are Miguel Cabrera at 2889 and Josh Donaldson at 2810. Donaldson is young enough that he might threaten Martinez some day.

Thanks to my good friend Ovid for the reminder.

August 27, 2022

GWRBI

The NY Post notes that Pete Alonso is nearing the record for Game Winning RBI in a season. He currently owns 25, which set the Mets team record:

 But just three players have totaled more than his 25 game-winning RBIs in one season: Willie Mays (1962 with the Giants) and Joe Torre (1971 with the Cardinals) with 27 apiece and Jim Gentile (1961 with the Orioles) with 26.

NYPost.com

GWRBI was an official statistic from 1980-1988. It was an era obsessed with clutch hitting, and I suspect people thought that GWRBI would do a good job of recognizing players who didn’t drive in a lot of runs, but did drive in important runs. It turned out that the players with lots of RBI also had lots of GWRBI. When it became clear that GWRBI didn’t add to the conversation of clutchness, MLB dropped the statistic.

Keith Hernandez held the Mets record of 24, and talks about how he would have modified the stat:

“The 24 game-winning RBIs, that stat, I could have driven in a run in the first inning and it’s a 10-0 game and I get the game-winning RBI,” Hernandez said last month. “I always felt like it should only be from the seventh inning on, or if it’s a one-run game or tied and it’s a really meaningful hit.”

I disagree with Hernandez on the first inning home run. No one knows when the RBI will happen. It could be a 10-0 game, or it could be a 1-0 game. Either way, the player gave the team a lead they held, and that’s what was important.

My guess would be that no matter how you define it, players who drive in a lot of runs will tend to do well in the category.