Archive for Daily Graphings

The 2024 Projection Gainers – Pitchers

Kevin Gausman
Rick Osentoski-USA TODAY Sports

The full midseason run of the ZiPS projections have been completed, and while the standings updates are always a lot of fun, they tend to move in a similar direction to our FanGraphs standings, so they’re usually not the most shocking. What I find the most interesting are the player projections — not even the numbers for the rest of the season (the in-season model is simpler, but improvements in the full model are naturally going to be incremental), but the ones that look toward 2024 and beyond.

After looking at the hitter gainers and decliners, today, we’re onto the pitchers with the largest increases in projected 2024 WAR since my original projections to dig a little into what changed for each player. Sometimes it’s performance, sometimes it’s health, sometimes it’s a change in position. Let’s jump straight into the names, since I assume everyone reading this knows that ZiPS isn’t a cheeseburger or a hoodie. Read the rest of this entry »


Adbert Alzolay Has Found His Role

Adbert Alzolay
David Banks-USA TODAY Sports

The road has been long for Adbert Alzolay. Signed as an international free agent out of San Felix, Venezuela in 2012, the right-hander worked his way diligently through the Cubs’ minor league system as a starter, making homes everywhere from Eugene, Oregon to Myrtle Beach, South Carolina and eventually rising as high as second on the Cubs’ prospect list as a 22-year-old in 2018, Wrigley squarely in sight. Since then, injuries have plagued him: first a lat injury ended his 2018 season that May, then more core complications that delayed the start of his 2019 campaign, and most recently, another lat issue that cost him nearly all of last year, limiting him to only six late-season outings out of the bullpen.

This spring, having played just one full season since his 2019 debut, Alzolay’s health was his “only goal” for 2023. For the first time, he was preparing to work out of the Cubs’ bullpen, an assignment that some former high starting pitching prospects don’t take favorably. But he was firmly on board. “I really wanted to be in the bullpen,” he told reporters. “I feel really comfortable, just bringing the best I have right away.”

His enthusiasm for the role has shown. In 34 relief outings, Alzolay has posted a 2.63 ERA, 2.66 FIP, and 3.17 xFIP with 10.10 K/9 and 1.54 BB/9, racking up 1.0 WAR in just 41.0 innings. His Savant percentile rankings have surged in the bullpen; from 2021 to 2023, he’s gone from the 56th percentile to the 91st in HardHit%, 36th to 88th in xBA, 23rd to 95th in xSLG, 32nd to 98th in xERA, and 15th to 93rd in barrel percentage. His .270 wOBA against is 54th among 370 pitchers qualifying for Statcast’s leaderboards, but that seems to be underselling him; his .245 xwOBA against is ninth. Read the rest of this entry »


Isolated Power Stands Strong, but It Can Still Fall Short

Alex Verdugo
Kevin Sousa-USA TODAY Sports

If you’ve watched The Brady Bunch, Family Ties, Community, or pretty much any other sitcom, I’m sure you’re familiar with the “two dates to the dance” trope. The premise is exactly what it sounds like, and antics are guaranteed to ensue. It almost always ends in disaster, and the wannabe Lothario learns their lesson. If they had only picked a single date, they might have had a lovely evening. Instead, as Confucius says, “The man who chases two rabbits catches neither.”

It’s not just TV characters who try to pull this off; some of the most prevalent baseball statistics are guilty of double dating, too. In particular, I’m talking about the stats that try to court the analytics crowd and more traditionally-minded fans at the same time. This is an admirable endeavor (unlike two-timing your prom date), but that doesn’t make it any less of a fool’s errand.

OPS+ is the perfect example. It takes a widely understood statistic and revamps it for the modern age, but as a result, it combines all the inaccuracies of OPS with all the complexities of park and league adjustments. It’s too much for most casual fans to wrap their heads around, yet it still undervalues on-base percentage and overvalues extra-base hits — cardinal sins for the hardcore sabermetricians among us. I’ve long thought that isolated power falls in the same category. It’s missing the simplicity and storytelling quality of batting average and total bases, but it also lacks the precision of advanced numbers like wOBA and wRC+. Thus, I’ve never fully understood who the target audience for ISO really is. Read the rest of this entry »


For Garrett Cooper, Hitting Involves Constant Evolution

Brian Fluharty-USA TODAY Sports

To the extent that the term actually makes sense, Garrett Cooper might best be described as a professional hitter. Consistently solid yet never a star, the 32-year-old first baseman/DH has slashed .272/.341/.444 with a 116 wRC+ since becoming a mainstay in the Miami Marlins lineup in 2019. Establishing himself took time.

Selected in the sixth round of the 2013 draft by the Milwaukee Brewers out of Auburn University, Cooper was subsequently swapped to the Yankees in July 2017 — he made his big league debut a day after being dealt — only to have New York flip him to the Fish that November. Six years later, the Los Angeles-area native is firmly ensconced in Miami as a middle-of-the-order cog on an up-and-coming team.

Cooper discussed his evolution as a hitter when the Marlins visited Fenway Park in late June.

———

David Laurila: Let’s start with your formative years in the game. How did you learn to hit?

Garrett Cooper: “I grew up in a family where I was the baby of seven kids and had four older brothers who played baseball. That certainly helped, and my dad also paid for hitting lessons, probably two or three times a week starting when I was 9-10 years old. Read the rest of this entry »


The 2024 ZiPS Projection Decliners: Hitters

Kris Bryant
Robert Edwards-USA TODAY Sports

The full midseason run of the ZiPS projections have been completed, and while the standings updates are always a lot of fun, they tend to move in a similar direction to our FanGraphs standings, so they’re usually not the most shocking. What I find the most interesting are the player projections — not even the numbers for the rest of the season (the in-season model is simpler, but improvements in the full model are naturally going to be incremental), but the ones that look toward 2024 and beyond.

On Tuesday, I took a look at the hitters with the biggest increases in projected 2024 WAR, so naturally, today, we’re focusing on the hitters with the largest decreases since my original projections and dig a little into what changed for each player. Sometimes it’s performance, sometimes it’s health, sometimes it’s a change in position. Let’s jump straight into the names, since I assume everyone reading this knows that ZiPS isn’t a cheeseburger or a hoodie. I’ve also started with the players who were actually projected to be better than replacement level in 2024 at the start of the season. Read the rest of this entry »


For Bellinger and Paredes, It Pays To Pull

Isaac Paredes
Nathan Ray Seebeck-USA TODAY Sports

I experience baseball in many different forms. Writing is obviously one of them. Watching (both in person and on television) is another. Playing doesn’t happen as much as I’d like to, but it’s still one of them. The last one, which has become the most accessible to me, is through data: performance, expected stats, projections, etc. Data serves as a conversation starter or a thought provoker for me, and I rely on it heavily in my writing to tell the story of a player’s triumphs or struggles, especially Statcast data.

When working with Statcast information, it’s important to understand the inputs that create the data points. For example, I know that xwOBA is formulated using a combination of exit velocity and launch angle (and sometimes sprint speed). Perhaps it would be helpful if there were more inputs such as batted ball spin or spray angle, or perhaps it would complicate things. But what is important is that I know those are not included in the formulation — knowledge that I can use when assessing players for whom those inputs could be statistically important. I’m specifically thinking of the profiles of Isaac Paredes and Cody Bellinger.

Neither Paredes nor Bellinger have big power in terms of raw exit velocity, and neither is a batting average king (although Bellinger is over .300 at this moment in time). Instead, they rely on consistent contact to the pull side in the air to make up for their lack of raw power. I have an idea in my head of what a good hitter is. One of my most general criteria is the ability to hit the ball consistently hard, but it’s important to leave wiggle room there so you don’t exclude the edge cases, like Bellinger and Paredes. Both are below the 20th percentile in terms of average exit velocity and below the 10th percentile in HardHit%, but both have ISOs over .200 with double-digit home runs and doubles. That’s unusual, but it brings me back to stressing the importance of spray angle for a certain group of hitters. Read the rest of this entry »


Cooperstown Notebook: The 2023 Progress Report, Part IV

Matt Marton-USA TODAY Sports

We began this series with Craig Kimbrel striking out José Ramírez to close out the All-Star Game, and I’ll admit, my original intent was to cover all of the pitchers in Part II. But as anyone who reads (or edits) my work knows, when it comes to the Hall of Fame and its candidates, I can go on, and on… and on. In part that’s because I like to use this series as an annual clearinghouse, covering the vast majority of the active players whom readers most frequently ask me about during the course of the year. It may not be a one-stop shop, but with the added volume comes some context for comparisons (Has Freddie Freeman caught up to Paul Goldschmidt? Who has a better shot, Carlos Correa or Francisco Lindor? And what about Trea Turner?) In part, it’s also because in the 20 years (!) since I introduced it, my JAWS system has become more complicated and more nuanced, requiring a bit of additional introduction. That’s particularly true when it comes to pitching, where during the 2022 election cycle, I formalized S-JAWS for starting pitchers and R-JAWS for relievers.

I had been messing with the latter since the 2019 cycle, in the context of Billy Wagner’s candidacy. The short version of the story is that while Baseball Reference’s flavor of WAR (which I use in JAWS) features an adjustment for leverage — the quantitatively greater impact on winning and losing that a reliever has at the end of the ballgame than a starter does earlier — to help account for the degree of difficulty, it’s not the only way to measure reliever value. Win Probability Added (WPA) is a context-sensitive measure that accounts for the incremental increase (or decrease) in the chances of winning produced in each plate appearance given the inning, score, and base-out situation. WPA can be additionally adjusted using a pitcher’s average leverage index (aLI) for a stat variably called situational wins or context-neutral wins (referred to as WPA/LI). Both of those are now in the sauce; R-JAWS is the average of a reliever’s WAR (including his time as a starter and a hitter, if any), his WPA, and his WPA/LI. The rankings, which I used to have to create by hand, are now on Baseball Reference, and Wagner, who ranks sixth and is the best reliever outside the Hall, is trending towards election after receiving 68.1% on the 2023 ballot, his eighth year of eligibility. Read the rest of this entry »


The 2024 ZiPS Projection Gainers: Hitters

Matt McLain
Tommy Gilligan-USA TODAY Sports

The full midseason run of the ZiPS projections have been completed, and while the standings updates are always a lot of fun, they tend to move in a similar direction to our FanGraphs standings, so they’re usually not the most shocking. What I find the most interesting are the player projections, and not even the numbers for the rest of the season — the in-season model is simpler, but improvements in the full model are naturally going to be incremental — but the ones that look toward 2024 and beyond.

For today, we’ll start with the hitters with the largest increases in projected 2024 WAR since my original projections and dig a little into what changed for each player. Sometimes it’s performance, sometimes it’s health, sometimes it’s a change in position. Let’s jump straight into the names, since I assume everyone reading this knows that ZiPS isn’t a cheeseburger or a hoodie. Read the rest of this entry »


Cooperstown Notebook: The 2023 Progress Report, Part III

Shohei Ohtani
Gary A. Vasquez-USA TODAY Sports

Shohei Ohtani is a unicorn. No player in 20th- or 21st-century AL/NL history, not even Babe Ruth in his last two seasons with the Red Sox (1918–19), has been able to sustain regular duty in both a rotation and a lineup over a full season, let alone excel at both endeavors. At this writing, the 29-year-old superstar leads the majors in homers (34), slugging percentage (.665), and wRC+ (179), and he’s got the AL’s second-best strikeout rate (32.2%) and lowest batting average against (.191). He currently ranks among the AL’s top 10 in Baseball Reference’s position player WAR (4.0, fourth) and pitching WAR (2.5, ninth), and just over a full win ahead of Ronald Acuña Jr. for the major league lead in combined WAR. Over the past two and a half seasons, he’s been worth 25.0 WAR, 5.9 more than the top position player, Aaron Judge.

Some day, Hall of Fame voters will have to reckon with Ohtani. If he reaches the kind of career numbers that Dan Szymborski’s ZiPS system forecast for him over the winter — 1,809 hits, 404 homers, 124 OPS+, 158 wins, 2,329 strikeouts, 122 ERA+, and 72.1 WAR — the decision will be a no-brainer. I’m already of the mind that if he gets to his 10th season (2027) and is still doing double duty, he’ll have my vote when he lands on the ballot regardless of what the numbers say, because what he’s doing is so utterly remarkable. WAR and JAWS weren’t really built to handle a case like his, and not only because his ability to save his team a roster spot is probably worth some uncounted fraction of a win per year, too. Read the rest of this entry »


Sunday Notes: Trevor May Has Favorite Miggy Moments

Trevor May is a Miguel Cabrera fan. Moreover, he has some favorite Miggy moments. I learned as much when I caught up to the always-engaging 33-year-old right-hander on the Sunday leading into the All-Star break.

“I got my first jersey from another player in our last series,” said May, who broke into the big leagues with the Minnesota Twins in 2014 and now plays for the Oakland Athletics. “We were in Detroit and I got a Miggy Cabrera jersey signed. I’m not a huge memorabilia guy, but he was my first, ‘Oh wow, I’m in The Show.’ It was like, ‘That’s Miguel Cabrera in the box!’ He’s one of the greatest of this generation.”

Nine years later, both players are nearing the end of the line. Cabrera, whose career has him Cooperstown-bound, is set to retire after this season. May, whose accomplishments have been far more humble, faces an uncertain near-term future. He has a 5.32 ERA in the current campaign, as well as a career-low 17.0% K rate.

May’s post-playing-days future is media-focused, and he’s already begun establishing himself in that realm. The Longview, Washington native has been an active podcaster and streamer — gaming is a noteworthy interest, Pat McAfee a notable influence — and just this past week he was part of MLBNetwork Radio’s All-Star Game coverage. His newly-signed jersey is ticketed for his home studio. As May explained, “the background has been kind of sparse, and I wanted to make sure that baseball has a spot there, along with all the nerdy stuff I’m into, whenever I’m in front of the camera.”

May has pitched in front of ballpark cameras many times, and while that includes more than two dozen appearances against the Detroit Tigers, a few of his Miggy moments likely weren’t captured. Even if they were, they went unnoticed by the vast majority of viewers. Read the rest of this entry »