Archive for Daily Graphings

Closed Border Blues

Some of my fondest memories of baseball have nothing to do with the game being played on the field. Every summer like clockwork, my best friend and I set out on a new baseball adventure. We wait eagerly for the arrival of the next season’s schedule and make our travel plans accordingly. One year it was driving north through Florida to visit the stadiums in Miami, St. Petersburg, and Atlanta. Another year, we melted our way through the heat of July in the Midwest, seeing Kansas City, St. Louis, Cincinnati, and Chicago.

The first time I ever took a solo road trip I did it to see baseball, visiting six stadiums and numerous baseball-themed attractions along the way. I survived traffic in Pittsburgh and scientifically determined the best cupcake shops in Washington D.C. (Red Velvet Cupcakery, though if you are a fan of sweeter, richer cupcakes, Baked and Wired is for you).

In Baltimore, a stranger gave me tips on the best place to try crab. In St. Petersburg, a friendly season ticket holder named Sherry overheard me telling the guest services attendant it was my first Rays game. She insisted on bringing me and my friend into the season ticket holders area and showing us around, as if being a Rays ambassador was her job (it should be). In Kansas City, I befriended a local so lovely that she invited me to come back and stay with her the following year to enjoy more games and more BBQ, and we went on a tour of Kauffman stadium. Read the rest of this entry »


Sunday Notes: Rockies Prospect Mitchell Kilkenny Channels Calvin and Hobbes

Mitchell Kilkenny is quietly having a stupendous season. A second-round pick by the Colorado Rockies in 2018 out of Texas A&M, the 24-year-old right-hander boasts a 1.47 ERA over eight starts with the Low-A Fresno Grizzlies and the Spokane Indians. Moreover, he’s fanned 54 batters and issued just five free passes in 43 innings.

His plus command is a much-needed asset. Kilkenny is more finesse than power, his fastball ranging from the upper 80s to the low 90s. At least for now. Kilkenny threw harder as a collegian, but then came Tommy John surgery shortly after he was drafted, and last year’s cancelled minor-league season only muddied the waters. No matter. He fully expects his velocity to tick back up in time, and even if that doesn’t happen, his ability to mix, match and tunnel two- and four-seam fastballs, a slider, a curveball, and a changeup has proven to be plenty effective. As Kilkenny put it, “I might not be bright and flashy, but I’m having success.”

Prior to matriculating at Texas A&M where he double-majored in Renewable Natural Resources and Forestry, he excelled in English class at Houston Christian High School.

“My one fun fact is that I won two awards in creative writing contests,” Kilkenny told me. “One was for a class project where we were to write to a favorite author of ours. I picked Bill Watterson, for Calvin and Hobbes, because that was my favorite comic growing up, I love Calvin and Hobbes. Anyway, it was just a little piece about what the author had given me, which was some of the insights you can get out of a simple comic.” Read the rest of this entry »


Anthony DeSclafani Has Discovered the Best Version of Himself

With nearly half the season behind them, the Giants have shown that their early success was no fluke; they possess the best record in baseball and the best run differential in the National League. Much of their success can be attributed to their starting rotation, which ranks fifth best in the majors in park- and league-adjusted FIP and ERA. Those are some incredible results considering most of that rotation was built with bounce-back candidates.

Kevin Gausman is the headliner on San Francisco’s staff, and if it weren’t for Jacob deGrom’s historic season, he’d be the front-runner for the NL Cy Young award. But his success was pretty easy to predict after his 2020 campaign. The real surprise this year has been Anthony DeSclafani.

DeSclafani has shown plenty of promise in years past. During his first three years in the major leagues, he compiled 5.3 WAR and a 3.99 ERA backed by a 3.78 FIP. But the strong start to his career was cut short by an oblique injury that cost him nearly half of the 2016 season, then a strained UCL kept him off the field for all of ‘17. He managed to avoid Tommy John surgery, but struggled upon returning from his elbow injury the following year. Things really fell apart in 2020. He started the season on the IL with a strained back muscle, was eventually demoted to the bullpen by the end of September, and was left off the Reds’ playoff roster for their first-round matchup against the Braves, ending the year with a 7.22 ERA and 6.10 FIP.

Short on suitors, DeSclafani signed a one-year, $6 million contract with the Giants in the offseason — one that has paid off handsomely for both player and team. He’s posted career-bests in ERA and FIP and is on pace to accumulate nearly 4 WAR this year, and outside of a 10-run disaster against the Dodgers on May 23, he hasn’t allowed more than three runs in any of his starts and just six total since then.

The changes DeSclafani has made to his repertoire and approach are many, so let’s start simple: his pitch mix.

His slider has always been his best weapon, and he’s throwing it more than a third of the time in 2021 — the second highest rate for that pitch in his career. He’s also upped the usage of his changeup this year, with both increases coming at the expense of his four-seam fastball.

Since returning from his elbow surgery in 2018, his slider has been a work-in-progress; the speed and the shape have deviated wildly over the last four years.

Anthony DeSclafani, Slider Physical Characteristics
Year Velocity V Mov H Mov Spin Rate
2018 86.8 33.9 4.4 2231
2019 89.4 27.4 3.7 2315
2020 86.1 38.2 4.2 2218
2021 87.4 32.2 4.5 2195

The only thing that’s stayed consistent through the seasons is the horizontal movement. In 2019, it looks like DeSclafani attempted to add velocity to the slider at the cost of some vertical movement. Last season, that velocity dropped back down to its previous level, but he was able to add more drop. This year, he’s found a healthy middle-ground; the velocity is higher than it was in 2018 and ‘20, and the vertical movement is right around where it was four years ago.

So how have these changes affected the slider’s results?

Anthony DeSclafani, Slider Results
Year Whiff% CSW% GB% xwOBAcon
2018 36.9% 28.9% 43.3% 0.376
2019 29.3% 27.4% 43.7% 0.353
2020 34.8% 24.4% 40.4% 0.409
2021 32.9% 28.6% 48.1% 0.348

Despite all these evolutions, the slider has remained very effective. In 2019, when he added all that velocity, it actually saw its lowest whiff rate of the last few years. The next year, more vertical movement resulted in the lowest groundball rate out of the last four seasons. In 2021’s happy medium, his whiff rate has dipped a bit, but he’s inducing a lot more contact on the ground to offset the loss of those swings and misses.

DeSclafani’s changeup has also undergone some significant changes this year. That was a pitch he was committed to working on this spring, and that tinkering has had some interesting effects. He’s added more than an inch of arm side run to the pitch, but batters aren’t really swinging and missing against it, with a mere 9.2% whiff rate (surprisingly not a career low). Instead, he’s using the pitch to generate tons of weak contact. He throws his changeup almost exclusively to left-handed batters, and when hitters put it in play, they’re running a .299 xwOBA.

DeSclafani locates his changeup in the zone around 45% of the time, which matches what he was doing in 2018 and ‘19. But last year, that zone rate was just 28.6%, while its whiff rate was the highest it’s been over the last four seasons. That might just be a coincidence; he threw just 42 changeups last year after all, and the zone rate on all of his pitches was down. That loss of command was a big reason why his walk rate ballooned to 10.1%. This season, he’s gotten back to locating in the zone more often, and his walk rate has fallen back down to his career norms.

The best thing about all those additional strikes is that DeSclafani’s contact rate has continued its downward trend. It’s still a touch above average, which puts a cap on his strikeout ceiling, but he’s earning more called strikes and avoiding free passes again, and when batters do make contact, they’re not doing much damage. His groundball rate is the highest it’s ever been, and his massive home field advantage has helped him push his home run rate to well below league average.

With a long injury history to worry about and just one season with more than 180 innings under his belt, DeSclafani’s stamina could become an issue for the Giants down the road. For now, though, he’s settled in as the second-best starter in a very good rotation in San Francisco and has found the best version of himself after all that tinkering.


The Cubs No-Hit the Dodgers. It Wasn’t Pretty, but It Counts

Thursday night’s game between the Chicago Cubs and the Los Angeles Dodgers was Joc Pederson’s first trip back to Dodger Stadium since the team won the World Series in the pandemic-shortened 2020 season. The Cubs starting left fielder received his ring before the game. It was a beautiful ceremony. It was a show of strength. It was the Dodgers best moment all night.

The Dodgers were understandably favorites going into the game, with a -250 line in Vegas. The Cubs were the underdogs at +200 and while I’m not really a gambler, those odds seemed a bit light. Toeing the mound for the Cubs was Zach Davies, fresh on the heels of a 10-2 drubbing by the Marlins that saw him leave the game after six innings pitched, seven hits, three walks and eight earned runs. Walker Buehler was the Dodgers starter, in search of his 24th straight start without a loss.

Baseball is a funny game.

And this was something of a funny no-hitter. The 2021 Dodgers are the first team to be no-hit the year after winning the World Series since the 2013 Giants were no hit by Homer Bailey, then of the Cincinnati Reds. Interestingly, while the 2020 Dodgers were not no-hit, the club’s previous two championship teams were the year they won it all. The 1988 Dodgers won the World Series, but before Kirk Gibson hit that epic home run, the team fell to the Reds’ in Tom Browning’s perfect game on September 16, 1988. The 1981 Dodgers team was no-hit by the Houston Astros Nolan Ryan on their way to a World Series Championship. Perhaps, then, the Dodgers shouldn’t worry too much about being no-hit in the regular season, though you can forgive their fans for feeling some concern today despite that history. Read the rest of this entry »


The Struggles of Jurickson Profar

As the Padres were transitioning from upstart to powerhouse over the offseason, they signed Jurickson Profar to a three year deal. It was a relatively quiet move for a team that did some big things over the winter, but a three year deal for a fourth outfielder, or super-utility man, is bold. It was a signing that signified the importance of depth for a team competing in the same division as the godfather of depth, the Dodgers. Profar, a former number one overall prospect, spent the early days of his career suffering through shoulder injuries and poor performance before finally breaking out in 2018 as an average hitter who can play everywhere competently. His 2020 was spent doing just that for the Padres as he covered five different positions, played nearly everyday and put up a career high 111 wRC+. That’s how you get yourself a three year deal without being the prototypical everyday starter.

Turns out the Padres were right to spend a little money on depth. Like seemingly every team, they’ve had a lot of injuries. Profar has played five different positions this season and is fifth on the Padres in plate appearances. That’s really the only part of the signing that has gone to plan, however, as the performance in those plate appearances has really cratered. In a lot of ways, he’s back to his pre-2018 breakout. He’s hitting the ball more softly and his fly balls aren’t leaving the yard.

The 2021 Slump
Season PA wRC+ Barrel% Avg. EV WAR/600 PA
2018-2020 1314 101 4.8% 87.0 2.51
2021 244 74 1.2% 85.1 -1.48

Even at his best, Profar wasn’t one to roast the ball. His career best exit velocity in 2018 was only good for the 25th percentile. This season, he’s down to the second percentile. Profar became an average hitter by hitting a decent number of line drives and pulled fly balls while also having a well above average strikeout rate. We’ll touch on the plate discipline a bit later but it’s been the fly balls that are the big issue for him. Read the rest of this entry »


What’s Up With Nolan Arenado’s Defense?

Heading into 2021, the question that loomed over Nolan Arenado concerned his bat. Could he remain productive outside of Coors Field? Roughly 40% into the season, the answer seems to be yes. Although his on-base and slugging percentage are down, handy wRC+ tells us that Arenado’s offensive output relative to the environment he’s in has remained consistent. On this front, he has been the star the Cardinals had hoped for.

On the other hand, I’m willing to bet good money that nobody was worried about Arenado’s glove. Altitude doesn’t affect one’s footwork or agility. We expected him to continue his life as one of the league’s best third basemen. And all things considered, he still is one of the league’s best third basemen. What follows isn’t the sound of panic, but rather a fact to keep in mind. Consider Arenado’s defensive numbers this season:

Arenado’s Defensive Numbers, 2016-21
Year Innings DRS UZR OAA
2016 1377.1 13 3.3 14
2017 1343.1 17 6.7 9
2018 1328.1 12 5.8 11
2019 1319.2 24 10.3 21
2020 417.1 11 8.5 7
2021 600.0 3 1.0 0

They’re… okay. Huh. That being average elicits this sort of reaction is a paean to Areando’s talent. When the three big defensive metrics all agree that his defense has taken a step back, though, you have to wonder – what’s going on? He’s no pumpkin at the hot corner, but he’s also not the superstar we’ve become accustomed to. Prorate his 2021 DRS to his 2019 workload in terms of innings fielded, and you’d wind up with 7 DRS after rounding up. That would represent the lowest mark of his career. Defensive metrics are imperfect and noisy, sure, but confronted with these changes, there’s probably some signal worth analyzing.

For this article, I’ll be focusing on Baseball Savant’s Outs Above Average. Our in-house metric is UZR, but it unfortunately doesn’t account for infield shifts, which will become relevant later on. Read the rest of this entry »


Resurgent Brothers a Key Contributor in Cubs’ Bullpen

The bullpen can be a weird place. While lineups and rotations across the big leagues have some degree of stability (albeit one threatened by recent spikes in injury rates), the amount of roster turnover in bullpens varies greatly. It’s a place where former failed starters and pitchers trying to get one last chance at the big leagues often find a home. Tyler Matzek and Daniel Bard were the latest reclamation projects turned into high-leverage relief pitchers when they returned to form last season. For Bard, it had been a full seven seasons since his last appearances in a big league game (2013 with the Red Sox). His performance earned him 2020 Comeback Player of the Year honors in the National League and a $2.9 million one-year deal to return in 2021 as the Rockies’ closer.

Is this unusual? Bard’s story certainly is, but it’s pretty typical for teams to pan for gold via non-roster invitees to spring training. Spring training rosters are limited to 75 players; teams will almost always fill this with the entirety of their 40-man roster supplemented by minor league players close to big league action and a handful of NRIs competing for a spot on the roster. Most NRIs don’t pan out and are either released or end up in the minor leagues, but occasionally they suit up for Opening Day.

Rex Brothers falls into this category. Now in his third attempt to recapture his form as the Rockies’ setup man and closer from 2011-15, Brothers looks like he’s figured some things out with the Cubs. Heading into yesterday, he’d made 28 appearances for a total of 24.1 innings (all stats are as of June 23). Those figures are the highest totals for Brothers since the 2014 season. In those innings he’s struck out 40 batters, leading to a career-best 38.5 K% and K-BB% of 25%. That K-BB% is good for 31st out of 200 relievers with at least 20 innings pitched. So far it certainly reads like a success story for the Cubs.

Brothers is no spring chicken (2021 is his age-33 season) but he has logged relatively few innings (293.2 total at the major league level and only 51.1 over the last five seasons), which may inspire some optimism that he has more left in the tank than his age would suggest. But the question remains as to whether he has staying power in the Cubs’ bullpen. I made mention of Bard and Matzek earlier. Matzek reappeared last season as a reliever for the Braves after a brief stint as a starting pitcher for the Rockies (the team that drafted him) back in 2014-15. His performance has regressed from his resurgent 2020, but Matzek has managed to keep his successful run going with an ERA of 3.33 and a FIP of 2.98 in ‘21. Bard has similarly maintained form. Matzek and Bard represent the high point for these kinds of reclamation projects. While unlikely, it’s far from unprecedented.

But let’s get back to Brothers. A reliever his whole career, he has relied primarily on a two-pitch mix of a four-seam fastball and a slider. His best pitch is his four-seamer, which he uses about two-thirds of the time; it tops out around 97. According to Sahadev Sharma of The Athletic, Brothers played through shoulder pain in Colorado, which he admits was a mistake. The shoulder ailment eventually led to surgery following his 2016 release from the Cubs, who had acquired him from the Rockies in ‘15. His road back to the majors has taken time. As is the case for many pitchers who go through injuries, his mechanics took a turn for the worse as his body compensated for the weak throwing shoulder. His first crack at a comeback was granted by the Atlanta Braves where he bounced back and forth between the majors and the Braves’ Double- and Triple-A affiliates. Never a strength for Brothers, his lack of control was at the heart of his struggles to get back to baseball’s highest level. He put it together briefly in 2017 when he pitched 23.2 innings for a 3.66 FIP but an awful 7.23 ERA. In 2018, however, Brothers walked 44 batters in 40.2 innings, including a whopping 17 wild pitches during that span. He faced a mere two batters at the major league level and walked both of them.

Another opportunity in 2019 with the Yankees followed by time with the Cubs in ‘20 yielded similar results: Brothers could not throw strikes consistently enough. He credits time working on his mechanics at the alternate site last season for his improved control. Look at the following GIFs. The first one is from 2020 and the second from ‘21. Notice how last season he was reaching his throwing arm down below his waist; this season his arm action is much shorter and more compact in comparison.

In his interview with The Athletic, Brothers expressed the impact his arm action also had on his lower half, stating, “My knee started caving towards home plate, which was forcing me down the mound way too soon. It was an inconsistent release point, and I was just feeling bad.”

Statcast captures pitcher release points with every pitch. Looking at Brothers’ pitch data from the last two seasons, there’s evidence that the improvements in his delivery have helped him find consistency in his release point. The chart below shows pitch release locations for the 2020 and ‘21 seasons.

The release point distribution is quite different for the two seasons. The standard deviation for release point of his pitches in 2020 was 0.266 feet in the X direction and 0.103 feet in the Z direction; in ‘21, the standard deviation decreased significantly to .186 and .076. This holds true for both fastballs and sliders. He’s thrown over five times as many pitches this season, but even taking a random sample of data of the same size (74 pitches) as his data from 2020 the improvement in consistency is still evident.

Let’s be clear, Brothers still carries a BB/9 rate in excess of 5.00, but his propensity for strikeouts makes that number more palatable. Improving his release point seems to have allowed him to regain enough control to effectively leverage his strikeout ability. Brothers has thrown 36.6% of his pitches in the strike zone this season, tied for 12th lowest among relievers with at least 20 innings pitched. During his most effective seasons in Colorado (2011-13), he threw 44.9% of his pitches in the strike zone. He’s also allowing way more fly balls now (46.8% this season) than his days in Colorado (average of 32.6% from 2011-13), which has been detrimental to his home run rate (1.11 HR/9 allowed this season) although he’s right around league average. This season’s version of Brothers is a tad less effective than his younger self, but his 3.57 FIP makes him an above average reliever and a reliable left-handed option for the Cubs.

The Cubs have the fourth best bullpen in the majors by WAR at 3.2. Outside of Craig Kimbrel, who is also having a resurgent season, their relievers are not hyped prospects or big name free agent signings. It seems that the front office and coaching staff have found the ability to make the most of the pieces they have. Working with Brothers to rekindle some of the success he had early in his career is just an example of how many of the Cubs’ relievers are churning out career-best performances.


Let’s Hear From a Pair of Red Sox Prospects

Triston Casas and Grant Williams are teammates with distinctly different profiles. Boston’s first-round pick in the 2018 draft, the 21-year-old Casas is a 6-foot-4, 250-pound first baseman who is No. 2 on our Red Sox Top Prospects list, and No. 42 on our updated Top 100 Prospects list. Williams is unranked. A 25-year-old middle infielder who lasted until the 310th pick of the 2018 draft, he hit in the nine-hole when the Double-A Portland Sea Dogs hosted the Somerset Patriots on Wednesday night. Befitting his stature, Casas batted third.

Prior to the game, I spoke to both players about their respective hitting approaches.

———

Casas possesses plus power, but he doesn’t present as a pure slugger. Patience is a big part of his M.O., as is a willingness to choke up on the bat when contact is at a premium. The lefty swinger cited Joey Votto as his role model when he was featured in a January 2020 Sunday Notes column, and as he acknowledged on Wednesday, that remains the case.

I asked Casas if he’s changed as a hitter since entering pro ball three years ago.

“I’d like to think I haven’t, but I have a lot,” responded the Plantation, Florida product. “I kind of battle that. I fight every single day to make adjustments and become the best hitter that I can, but to also apply what I’ve been doing my whole life. So I like to say that I haven’t changed too much, but at the same time, I have.”

I asked the up-and-coming youngster if he could elaborate. Read the rest of this entry »


When Lightning Strikes Thrice

The first time I saw a triple play, I was keeping score for one of my brother’s All-Star games. I don’t remember exactly how old I was, but for some reason 14 sounds about right, so let’s go with that. My exact age at the time is less important than the fact that I was old enough to have scored hundreds of baseball games. I had spent countless afternoons at practices with my dad and my brother. I had seen a lot of baseball and I knew enough to be momentarily confused by what had just happened.

The thing about a triple play is that even if you are paying complete attention to the game, there is a really good chance you are going to miss something. Maybe you catch one or two of the outs, but the play develops so quickly that if you are even remotely distracted when the ball is hit, it’s probably going to take a second for your brain to register that an ideal scoring situation for one team has been erased in mere seconds by the other.

You can spend your whole life watching your favorite team and never see them turn a triple play. I’ve been a Cubs fan for over 30 years, and in that time, the Cubs have turned just four triple plays. The only one I caught live was this disputed triple play from 2020, which many people rightly pointed out would have been overturned if the Reds had been able to review it. It was the first triple play the Cubs had turned in 23 years. It’s the only triple play I’ve ever seen them turn in real time and even though it’s on the record books, it didn’t really happen. There is a very real chance I could spend another decade or two waiting to cross “saw the Cubs turn a triple play” off my list. Read the rest of this entry »


Mookie Betts Has Been in a Funk

While Yu Darvish carved up the Dodgers on Monday night at Petco Park, Mookie Betts accounted for the team’s only notable gasp of offense, clubbing a third-inning solo homer that accounted for Los Angeles’ only run in six innings against the Padres’ righty, and one of their two hits. The Dodgers trailed 4-0 at the time, and were down 6-1 when Betts had another chance to make an impact. Batting with two outs and the bases loaded in the seventh against Austin Adams, Betts swung at a 2-0 slider high in the zone but managed just a routine fly ball for the third out; the Dodgers went on to lose, 6-2.

It’s been that kind of season for Betts, who has certainly had his moments here and there — his leadoff homer and double play against the Pirates on June 10, for example — but has generally been unable to sustain the type of magic that he generated in his first year as a Dodger. Acquired from the Red Sox in February 2020 and subsequently signed to a 12-year, $356 million deal, Betts helped spur the team to its first championship in 32 years with his offensive, defensive and baserunning contributions; indeed, his postseason work was a tour de force. This year, the 28-year-old right fielder has battled minor injuries and has yet to go on any kind of sustained hot streak. Read the rest of this entry »