Archive for Daily Graphings

Let’s Judge Midseason Trades Now

Denny Medley and Michael McLoone-Imagn Images

“Don’t grade trades on deadline day,” said the wise man. It takes months to find out if Jhoan Duran will put the Phillies over the top, years to learn how Carlos Correa’s second stint in Houston will go, and perhaps as much as a decade to learn exactly how much the Padres might eventually regret trading Leo De Vries.

At least, so says the wise man. “Hogwash,” says I. Let’s grade the midseason trades now. Read the rest of this entry »


Daylen Lile, Washington’s Silver Lining

Kamil Krzaczynski-Imagn Images

The Nationals will remember 2025 as a gap year, if they’re lucky. The 2023 and 2024 teams, invigorated by many of the prospects acquired in the Juan Soto trade, each won 71 games, dragging Washington out of the bottom-of-table ignominy that it had occupied since winning the World Series in 2019 and then blowing up the roster. This year’s squad is going to finish with a win total in the 60s and some developmental hiccups, a step backward from the recent past. But lost in the broadly disappointing year is one bright shining beacon: Daylen Lile might just be a keeper.

Lile, a high school draftee in 2021, missed all of 2022 rehabbing from Tommy John surgery, then spent the next two years methodically climbing through the minor league ranks. He started 2025 hot, with a .337/.383/.509 line in his first 40 games in the minors, and got his first taste of the majors when Jacob Young briefly hit the IL. Lile struggled during that first stint but landed in the majors for good a few weeks later when the Nats overhauled their bench. By the All-Star break, he’d carved out a role as a rotational right fielder.

That’s the boring part of this article. The exciting part? As Lile settled into big league life, opportunity beckoned. Young scuffled. Alex Call got traded. Dylan Crews was still out with injury. Lile? He just kept hitting. By August, he was locked in as a starter, and why not? Since the break, he’s hitting a sensational .323/.371/.552 for a 153 wRC+, and turning heads with his aggressive approach and hair-on-fire baserunning. Move over, other baby Nats – there’s a new top youngster in town.

Lile’s game is built around a sensational feel to hit. He regularly ran gaudy contact rates in the minor leagues, and his zone contact rate in the majors is above 90%, squarely in the upper echelon of the league. Like many hitters who make a ton of contact, Lile likes to swing. Unlike those peers, though, he’s done a good job of avoiding the over-chase downward spiral that traps so many singles hitters into lunging at sliders off the plate. Read the rest of this entry »


This Ain’t Team Entropy, but We’ve Got Some Races To Untie

Charles LeClaire, Mark J. Rebilas, Brad Penner-Imagn Images

Last year, after a trade deadline sell-off, the Tigers snagged a Wild Card spot thanks to the combination of a late surge and a gruesome collapse by the Twins. This year, it’s the Tigers who are in danger of fumbling away a playoff berth, as they’ve lost 11 out of 15 since September 3, while the Guardians have won 15 out of 18. Meanwhile, the Mets have lost 12 out of 19 this month, slipping from the third NL Wild Card spot to being on the outside looking in due to the tiebreaker with the Reds.

Particularly with that tiebreaker looming so large, with six days to go in the regular season, it’s time for another look at what’s at stake. This used to be Team Entropy territory, but alas in the 2022 Collective Bargaining Agreement, Major League Baseball and the players’ union traded the potential excitement and scheduling mayhem created by on-field tiebreakers and sudden-death Wild Card games in exchange for a larger inventory of playoff games. The 12-team, two-bye format was designed to reward the top two teams in each league by allowing them to bypass the possibility of being eliminated in a best-of-three series. Those bye teams are just 6-6 under the new format, but across a larger sample going back to 1981, research by Dan Szymborski, freshly updated for this article, shows that in matchups where with one playoff team had a layoff of four or more days while its opponent had two or fewer days off, the team with more rest went 27-13 in its next game. It’s an advantage.

Anyway, as we head into the season’s final days, here’s a look at the various scenarios still in play when it comes to playoff seeding, and how the tiebreaker rules could determine who plays on into October and who goes home. Read the rest of this entry »


How Sticky Are Statcast Defensive Improvements/Declines?

Kyle Ross-Imagn Images

Last week, I wrote about my favorite award non-frontrunners this season, and there was a mini-discussion in the comments about the sustainability of Trea Turner’s defensive improvements. As we have more years of OAA/FRV, we’re better able to study long-term fielding questions with the data, so I wanted to do a quick look at FRV improvements/declines and see if those changes have held. And since there isn’t quite enough to this topic for me to give this article the full-length treatment — at least not now, while I’m trying to get my playoff predictor utility ready for 2025 — and too long for a comment 10 people will notice, this seemed like a good time for an underutilized InstaGraph©.

I started with every defensive season in which someone played 800 innings at a position in consecutive seasons. I treated corner outfield positions as different positions here, just to keep this as clean and simple as possible. Statcast defense is still a relatively new thing, so we have only 583 two-year runs for individual players. Not enough to break it down further by age or position or component in a meaningful manner, but enough to look at the bottomline numbers. When we look at three-year runs, we drop down to 277 individual players. Thanks 2020!

Of the players who had 800 innings at the same position in three consecutive seasons, here are the 30 largest gainers from the first year to the second. I used FRV/1200 instead of raw FRV.

Biggest FRV Gainers
Player Years Pos Year 1 Year 2 Diff Year 3 Year 3 vs. Year 1
Yasmani Grandal 2017-2019 C 2.4 20.8 18.4 17.5 15.1
Bobby Witt Jr. 2022-2024 SS -8.7 9.4 18.1 9.5 18.2
Travis Shaw 2016-2018 3B -7.0 10.8 17.9 5.5 12.6
Willy Adames 2021-2023 SS -6.3 10.0 16.3 11.2 17.5
Tim Anderson 2017-2019 SS -7.6 5.4 13.0 2.3 9.9
DJ LeMahieu 2016-2018 2B 2.9 15.7 12.8 12.9 10.0
Dansby Swanson 2021-2023 SS 2.6 15.1 12.4 15.0 12.4
Corey Seager 2021-2023 SS -10.5 1.9 12.4 -2.5 7.9
Kolten Wong 2017-2019 2B -2.7 9.4 12.1 3.0 5.7
Xander Bogaerts 2016-2018 SS -11.3 0.0 11.3 -4.1 7.3
Brandon Belt 2016-2018 1B 0.9 11.6 10.7 2.7 1.8
Ketel Marte 2023-2025 2B 0.0 10.3 10.3 0.0 0.0
Xander Bogaerts 2021-2023 SS -5.1 4.8 9.9 0.0 5.1
Lorenzo Cain 2017-2019 CF 9.4 19.3 9.9 9.2 -0.2
Elvis Andrus 2016-2018 SS -3.7 6.2 9.9 4.3 8.0
Carlos Correa 2016-2018 SS -12.4 -2.5 9.9 20.0 32.4
Miguel Rojas 2021-2023 SS -1.1 8.6 9.7 5.0 6.2
Anthony Rizzo 2022-2024 1B -2.3 7.4 9.7 3.0 5.3
Luis García Jr. 2023-2025 2B -6.0 3.3 9.3 -4.6 1.5
J.P. Crawford 2023-2025 SS -7.6 1.3 9.0 -7.1 0.5
Trea Turner 2017-2019 SS -2.8 6.0 8.8 2.3 5.1
Carlos Santana 2023-2025 1B 2.1 10.6 8.5 8.5 6.4
Kyle Schwarber 2017-2019 LF -5.8 2.5 8.4 -8.3 -2.5
Nathaniel Lowe 2022-2024 1B -6.3 1.7 8.0 5.0 11.4
Mike Trout 2017-2019 CF -1.3 6.7 8.0 -1.1 0.1
Eugenio Suárez 2022-2024 3B -1.0 6.9 7.9 2.6 3.7
Alex Bregman 2023-2025 3B 0.0 7.8 7.8 3.8 3.8
Tucker Barnhart 2016-2018 C 0.0 7.8 7.8 -18.2 -18.2
Kyle Tucker 2021-2023 RF 0.0 7.5 7.5 -3.6 -3.6
Marcus Semien 2022-2024 2B 2.8 10.2 7.5 12.2 9.4

Nearly two-thirds of the biggest improvers had negative FRV numbers the first season, and averaged a 10.8-run improvement in the second season. While FRV is obviously a volatile number, these players successfully retained a large portion of their one-year gains in the third season, averaging a 6.4-run improvement, with only five players going back into negative territory.

Turner’s 2024-2025 improvement in FRV/1200 is 11.7 runs, which would rank him ninth on this list, and the second-largest improvement among shortstops, behind Tim Anderson from 2017-2018. Turner doesn’t feature here because this is specifically for three-year runs, and the 2026 season hasn’t happened yet. His current Year 1-to-Year 2 gain for 2023-2024 is 4.5 runs — from -8.0 to -3.5 — and therefore not enough to make the top 30. It’s worth noting, though, that ZiPS projects him to be worth about 4.0 FRV/1200 in 2026, meaning he’d maintain about half his improvement from last year to this season.

Now, the decliners:

Biggest FRV Decliners
Player Years Pos Year 1 Year 2 Diff Year 3 Year 3 vs. Year 1
J.T. Realmuto 2022-2024 C 15.9 -10.5 -26.4 -6.9 -22.8
Keibert Ruiz 2022-2024 C -5.5 -26.0 -20.5 -8.6 -3.1
Adolis García 2023-2025 RF 8.5 -11.7 -20.3 2.2 -6.4
Brian Dozier 2017-2019 2B 10.1 -7.7 -17.7 -4.8 -14.8
Tim Anderson 2016-2018 SS 7.0 -7.6 -14.6 5.4 -1.6
Manny Machado 2023-2025 3B 13.1 0.0 -13.1 -3.9 -17.0
Adam Jones 2016-2018 CF 2.8 -9.5 -12.2 -13.2 -16.0
Matt Chapman 2021-2023 3B 13.7 1.8 -11.9 3.0 -10.7
Luis Robert Jr. 2023-2025 CF 10.9 0.0 -10.9 9.7 -1.2
Francisco Lindor 2021-2023 SS 18.7 7.8 -10.8 6.2 -12.5
Will Smith 2023-2025 C 5.0 -5.7 -10.7 -11.1 -16.1
Kyle Seager 2017-2019 3B 8.9 -1.8 -10.7 5.3 -3.6
Trevor Story 2017-2019 SS 7.1 -3.5 -10.6 15.3 8.2
Maikel Garcia 2023-2025 3B 15.4 4.8 -10.6 15.3 0.0
Evan Longoria 2017-2019 3B 4.8 -5.7 -10.5 8.1 3.2
William Contreras 2023-2025 C 12.7 2.3 -10.5 3.3 -9.5
Carlos Correa 2021-2023 SS 8.3 -2.2 -10.4 -1.0 -9.3
Billy Hamilton 2016-2018 CF 26.7 16.3 -10.4 14.5 -12.2
Willy Adames 2023-2025 SS 11.2 0.9 -10.4 2.7 -8.6
Fernando Tatis Jr. 2023-2025 RF 13.3 2.9 -10.4 7.5 -5.8
James McCann 2016-2018 C 8.5 -1.4 -10.0 0.0 -8.5
Bryson Stott 2023-2025 2B 9.3 0.0 -9.3 1.1 -8.1
Paul Goldschmidt 2021-2023 1B 4.6 -4.4 -8.9 2.1 -2.5
Brandon Belt 2017-2019 1B 11.6 2.7 -8.9 0.0 -11.6
Andrew Benintendi 2022-2024 LF -4.6 -13.4 -8.8 -10.5 -5.9
Brenton Doyle 2023-2025 CF 22.3 13.5 -8.8 13.7 -8.6
Hunter Renfroe 2021-2023 RF 5.1 -3.5 -8.6 -3.4 -8.6
Nolan Arenado 2022-2024 3B 14.0 5.5 -8.5 6.6 -7.3
Michael A. Taylor 2021-2023 CF 20.2 11.9 -8.4 10.0 -10.2
César Hernández 2016-2018 2B 3.8 -4.4 -8.2 -1.8 -5.6

The story here is similar. The 30 biggest decliners averaged an 11.7-run slide from Year 1 to Year 2. All but two of the 30 were initially in positive territory, and only two players (Trevor Story and Evan Longoria) rebounded to positive territory in Year 3. Compared to the change of -11.7 runs in the first two seasons, Year 3 was still at -7.9 runs below the first year. So again, the biggest declines generally still displayed significant deterioration of their defensive performances.

Despite my sample size misgivings, I also look at the stickiness by age or position. Unfortunately, the results weren’t terribly interesting; the sample sizes were simply too small to draw meaningful conclusions from this part of the exercise.

So, what does this mean? While you shouldn’t take the most recent FRV of a player as some magical this-is-their-true-ability number, large changes in performance are very meaningful going forward. That’s good news for Turner and Phillies fans.


Checking in on Pythagoras

Kiyoshi Mio-Imagn Images

This June 25, the Dodgers and Tigers both played their 81st game of the season. Both teams finished the day 50-31, sharing the best winning percentage in baseball at .617. The Tigers got there with a slightly better run differential, though; their Pythagorean winning percentage was a cool .608, while the Dodgers checked in at .595. Pythagorean record is implied by runs scored and allowed, and broadly regarded as a more stable measure of talent than simple wins and losses. Since that day, though, the Tigers have gone 35-40 (.467 with a .483 Pythag), while the Dodgers have gone 38-37 (.507 with a .556 Pythag).

I’m bringing this up – last data project for a while, incidentally, I just had a bunch of things in my queue and couldn’t resist tackling them all – because “how good is that team, anyway?” has been a hot topic this year given the various surprising teams who have, at times, taken up the mantel of “hottest in baseball.” Versions of this question – “This team is doing well/poorly now, what does that mean for next month?” – have been both interesting and top of mind in 2025. The Tigers and Brewers played so well for so long that they each crashed the best-team-in-baseball debate. The Mets did their hot-and-cold thing. The Dodgers have endured multiple fallow stretches. Sometimes, teams felt like they were getting very lucky or unlucky relative to their run differential. But what does any of that even mean? Read the rest of this entry »


Dan Hubbs Looks Back at Tarik Skubal, Casey Mize, and Will Vest, Circa 2020

Matt Blewett, Junfu Han-USA TODAY NETWORK via Imagn Images, Rick Osentoski-Imagn Images

The Detroit Tigers are in a dogfight with just six games remaining on the schedule. Not only is their lead in the American League Central down to one game over the Cleveland Guardians — their opponent the next three nights — a Wild Card berth is no sure thing if they don’t hang on to win the division. As my colleague Kiri Oler pointed out just yesterday, while their chances are promising on paper, “the error bars on those odds are huge.” In order to stave off what could reasonably be deemed a collapse, a Tigers team that has lost nine out of their last 10 is badly in need of wins down the stretch.

A trio of pitchers who will help determine Detroit’s fate were the subject of a recent conversation I had with Dan Hubbs. Now the bullpen coach for the Athletics, Hubbs was the Tigers’ director of pitching development in 2019 and 2020, a time in which Tarik Skubal, Casey Mize, and Will Vest were all on the doorstep of the majors. Skubal (who made his major league debut in 2020) is slated to start tonight, while Mize (also 2020) will be on the mound over the weekend, and Vest (2021) has a team-leading 21 saves.

Heading into the 2020 season, Skubal was no. 4 on our Tigers prospect rankings with a 50 FV, Mize was ranked no. 2 with a 60 FV, and Vest was no. 36 with a 35+ FV. How did Hubbs view them then, and what does he see from them — albeit from a distance — five years later? That was what I wanted to know.

———

Hubbs on Tarik Skubal:

“With Tarik, it was getting him to command the arm side a little bit more. He was always kind of cross body and ran balls in on guys, and he would pitch up. He’s always had the mindset. I mean, he’s an animal on the mound, and always attacking the strike zone. So, one of the biggest things now is that he commands the arm side. But what has really changed is that he never had the changeup that he has now. That’s taken him to a whole different stratosphere. He throws 100 [mph], then he has this changeup that he can throw against [righties or lefties], interchangeably with his fastball. Read the rest of this entry »


To What Extent Is Lucas Giolito Back?

James A. Pittman-Imagn Images

The Boston Red Sox enter the final week of the regular season with a one-game cushion in the AL Wild Card race, which doesn’t sound like a lot, but it is. With Boston and Detroit at 85-71 and Cleveland and Houston at 84-72, with the AL Central and two Wild Card spots on the line, this is a four-goes-into-three situation. Factor in that the Astros have been pretty anemic of late, and the Tigers — who actually end the season with a three-game set at Fenway — look like they couldn’t find their own shoes with a flashlight and a map right now, and you have to like Boston’s chances.

Our playoff odds give the Sox an 89.9% chance of making the postseason. That’s not what I’d consider a lock, but it’s pretty close. Close enough to wonder about what their playoff rotation is going to look like. Read the rest of this entry »


Shout Out to Whichever Team Wins the AL Central — You Know Who You Are

Junfu Han-USA TODAY NETWORK via Imagn Images; David Richard-Imagn Images

On July 8, the Tigers had 59 wins, while the Guardians had just 42. With one week remaining in the regular season, the Tigers have 85 wins and the Guardians have 84. A single game separates the two teams in the race for the AL Central title, a division that seemed all but sewn up for the Tigers as recently as September 13, when Detroit’s odds to win the Central sat at 98.2%, putting Cleveland’s odds at 1.8%. As of this writing, the Tigers are still favorites to win it, at 62.7%, but given that three of Detroit’s last six games are against Cleveland, the error bars on those odds are huge.

That wild swing in divisional odds happened over the course of the last week, but such a dramatic swing could only occur because in the two months leading up to it, two teams that had been heading in opposite directions both gradually rerouted and wound up on a collision course. Through April 25, both teams were winning games at roughly a .600 clip, but their fates diverged from there. By July 8, the gap in winning percentage had widened to 167 points, which translated to an additional 17 wins for the Tigers compared to the Guardians. Ever since July 8, that divide has slowly evaporated, and now the two teams own nearly identical records. Read the rest of this entry »


Checking in on Some Second-Half Home Run Droughts

Christopher Hanewinckel, Katie Stratman, Patrick Gorski-Imagn Images

By the time the first half of the season ended, Pete Crow-Armstrong appeared to be a lock to join the 30-home run, 30-stolen base club. Elected to start the All-Star Game in center field for the NL in his first full major league season, the 23-year-old phenom had already totaled 25 homers and 27 steals. Things have not come easily since then, however; with one week to go in the regular season, Crow-Armstrong is stuck on 29 home runs, though he does have 35 stolen bases.

It was a fruitful weekend for joining the 30/30 club, with Jazz Chisholm Jr. doing so on Friday, José Ramírez on Saturday, and Corbin Carroll on Sunday; the three of them joined — improbably enoughJuan Soto. This is the fifth season in which four players have attained the dual milestones, and the second in three years, aided by the rules changes that have accompanied the introduction of the pitch clock. Any one of Crow-Armstrong, Julio Rodríguez (who has 31 home runs and 28 stolen bases), Francisco Lindor (28 HR, 31 SB), or Randy Arozarena (27 HR, 28 SB) reaching their needed thresholds would set a major league record.

Although Crow-Armstrong didn’t start against the Reds on Sunday, he came off the bench and had two chances to join the party. He flied out in one and, with the tying run at second base and two outs in the ninth, struck out looking at a borderline four-seamer to end the game. Read the rest of this entry »


The Junk Box Is Full of Mystery

Jim Rassol-Imagn Images

Every once in a while, I take a peek at the Kirby Index leaderboards. In August, the expected names that populated the top of the rankings: Kevin Gausman, Trevor Rogers, and Jacob deGrom. Similarly, the bottom featured stereotypically wild hurlers: Joe Boyle, Luis Gil, Freddy Peralta, and… Janson Junk???

Kirby Index Laggards (August)
Name Kirby Index
Ryan Pepiot 0.283
Yusei Kikuchi 0.282
Hunter Brown 0.280
Joe Boyle 0.277
Mitchell Parker 0.238
Freddy Peralta 0.181
Luis Gil 0.179
Luis Morales 0.174
Hunter Greene 0.168
Janson Junk 0.096
Source: Baseball Savant
Minimum 100 fastballs thrown. August only.

If you’re familiar with Junk, it’s most likely due to his excellent command: Among all starters with at least 70 innings pitched this season, his 3.0% walk rate ranks as the lowest. (In an excellent interview with David Laurila last month, Junk talked about training his command at Driveline over the winter.) Seeing Junk in last place on this leaderboard was like spotting a polar bear in Arlington, Texas — in other words, a sign that something was seriously amiss.

By all four components of the Kirby Index, Junk ranked poorly. But his vertical release point was particularly inconsistent, sitting dead last among pitchers in the sample. In my article from last year introducing the Kirby Index, which I linked to above, I found that the ultimate location of the pitch is dictated almost entirely by release angles and release points. It follows that pitchers with inconsistent release points exhibit poor command. How was Junk varying his release point so frequently and still throwing so many strikes? Read the rest of this entry »