Archive for Daily Graphings

On Free Plays and the Plays That Never Happened

MLB defensive shift
Arizona Republic

Look, this might not happen at all, but that’s okay. The not happening is kind of the point. We’re a week and a half into the regular season, and while we’ve seen plenty of pitch clock violations, we’ve yet to see a shift ban violation. That makes sense. Tardiness is much more common than trespassing. People get in trouble for being late all the time, even in industries that don’t have timing operations administrator positions to fill. Once we do see a shift ban violation — whenever it is that a shortstop or a second baseman finally forgets that the outfield grass and the dirt behind second base are in fact lava — we’ll enter into a new era of baseball that didn’t officially happen.

One of the things that makes baseball different from other sports is that every single play counts. I always liked the purity of that. If you saw something happen on a baseball field, that thing got written down by the official scorer (unless the official scorer position also needed to be filled). Even if a call got overturned on review, the review was just helping the umpires decide what happened on that play. It didn’t nullify the entirety of the play. Read the rest of this entry »


Sunday Notes: Carlos Santana and Andrew McCutchen Have Played a Lot of Games

Three Sundays ago, the answer to this column’s weekly quiz was Carlos Santana. The question was, “Which player has appeared in the most regular-season games over the past 10 seasons?” and the now-Pittsburgh Pirates first baseman had played in 1,440 — 13 more than Paul Goldschmidt and 40 more than Freddie Freeman and Anthony Rizzo.

Santana professed not to be aware of the distinction when I mentioned it to him earlier this week. He did seem pleased to hear it, and “humbly prideful” might be the best way to describe his reaction.

“I prepare,” said Santana, who celebrated his 37th birthday yesterday. “I prepare my body. I prepare mentally. I also try to enjoy the game every day. That’s why I can play a lot. The game is my passion. This is my 14th year and I want to play two more. Or maybe three more. Whatever God tells me, and what my body says I can do.”

Count Andrew McCutchen among those who are impressed by his teammate’s reliability and durability over the years.

“It’s really good, to be honest,” said McCutchen, who was likewise unaware of Santana’s distinction. “To be able to do it how he’s done it — he’s in [the lineup] more times than not —shows that he’s stayed healthy, which is a key to doing that. You have to be good enough to do it, too. You’ve got a whole lot of variables to be able to do what he’s done.” Read the rest of this entry »


Can Matt Vierling Turn Hard Luck Into Hard Hits?

Troy Taormina-USA TODAY Sports

Matt Vierling’s 2022 with the Phillies was a mixed bag. He started off slowly enough to merit an option to Triple-A Lehigh Valley in May before rejoining the club with a bang in June in the form of a game-winning pinch-hit home run off Josh Hader in Milwaukee. Over the rest of the regular season, he struggled to develop much of a pattern of offensive production while splitting center field duties with first Odúbel Herrera and then Brandon Marsh, and filling in in the corner outfield – and even in limited action at first, second, and third – as needed.

When all was said and done, the righty managed only a .246/.297/.351 batting line, good for a meager .285 wOBA and 81 wRC+; Vierling’s 110 wRC+ off lefties was negated by a 63 mark against same-handed pitchers. The defensive metrics don’t agree entirely, but he graded as below average – to different degrees – by DRS, UZR, and OAA. He ultimately came in at -0.1 WAR. His versatility, 97th-percentile sprint speed, success against lefties, and ability to defend more capably than Kyle Schwarber or Nick Castellanos, though, did not go unappreciated, and Vierling earned himself a spot on each of the Phillies’ postseason rosters, eventually even starting two World Series games. Read the rest of this entry »


Hindsight Is Better Than 20/20 for Jack Suwinski

Charles LeClaire-USA TODAY Sports

Let me tell you a couple of things about Jack Suwinski. First, when Suwinski was still a prospect last winter, Eric Longenhagen had this to say about the young player’s future:

30. Jack Suwinski, DH

“On-paper performance is especially important for a hitter like Suwinski because he’s a positionless defender who needs to rake to have any sort of big league role […] Because he lacks a true position, Suwinski’s chances of playing a significant role increase with the likely implementation of the universal DH.”

It’s rare to see a prospect listed as a designated hitter. Across all 30 lists our team put together last year, only nine ranked prospects had the letters “DH” written next to their name. That’s less than one percent. Even more unusual was the 20/20 grade Eric gave Suwinksi’s fielding tool. That’s the worst grade you can get: a present 20 and a future 20. Essentially, it means a guy is unplayable in the field with little to no hope of improving in the future. Often, the only time you’ll see a 20/20 in any category is to describe a catcher’s speed. Former FanGraphs prospect guru Kiley McDaniel didn’t even bother to define a 20 grade in his overview of the 20-80 scouting scale, explaining “It’s almost never relevant for players that I’ll be writing about or any of their tools.” Read the rest of this entry »


White Sox Depth Is Tested With Jiménez Injury

Mark J. Rebilas-USA TODAY Sports

The White Sox lost a good chunk of the best parts of their starting lineup to the injured list in 2022. Indeed, it was one of the main reasons the team fell to a .500 record after winning 93 games the year prior. So when Eloy Jiménez was placed on the 10-day IL with a strained hamstring just five games into the 2023 season, it was an unwelcome reminder of both the team’s problems last year and their limited depth in the present.

Jiménez, who was one of the two main prospects acquired from the Cubs in the 2017 José Quintana trade (Dylan Cease was the other), has spent a great deal of time on the shelf since 2020. After an encouraging 138 wRC+ in the COVID-shortened season, he tore a pectoral tendon during spring training in 2021. It required surgery and kept him out until the end of July; last season’s early injury, a torn hamstring tendon, also required surgery. Still, Jiménez was able to come back more quickly than the year before, and his .305/.372/.523 line after returning was one of the team’s highlights over the second half of the season.

Fortunately, this injury does not appear to be on the same level as either of the other two. The strained hamstring, resulting from running the bases in a game against the Giants, is not the same one that required surgery last spring. There has been no talk of surgery, and the team seems relatively optimistic, floating two to three weeks as the timeframe for his return. Jake Burger was called up from Triple-A Charlotte to take Jiménez’s place on the roster. Read the rest of this entry »


San Francisco Farm Director Kyle Haines on Four Giants Prospects

Matt Kartozian-USA TODAY Sports

The San Francisco Giants have an improved farm system, one that is highlighted by the presence of Kyle Harrison (no. 26) and Marco Luciano (no. 97) on our preseason Top 100. There are other promising prospects in the system as well. I recently asked Giants Senior Director of Player Development Kyle Haines about four of them:

  • Vaun Brown, a 24-year-old outfielder who was taken in the 10th round of the 2021 draft out of Florida Southern College. Brown slashed .346/.437/.623 with 23 home runs and 44 stolen bases last year between Low-A San Jose and High-A Eugene (plus one game with Double-A Richmond).
  • Casey Schmitt, a 24-year-old third baseman/shortstop who was selected in the second round of the 2021 draft out of San Diego State University. Schmitt slashed .293/.365/.489 with 21 home runs between High-A and Double-A (plus five games in Triple-A).
  • Carson Whisenhunt, a 22-year-old left-hander who was taken in the second round of last year’s draft out of East Carolina University. Whisenhunt was suspended for his final collegiate season, then made two appearances each in the Arizona Complex League and Low-A.
  • Rayner Arias, a 16-year-old outfielder who was signed as an international free agent this January. The son of former Detroit Tigers pitching prospect Pablo Arias is a native of Bani, Dominican Republic.

In the opinion of Eric Longenhagen, all four have “impact FV grades.” Overall, our lead prospect analyst considers pitching development to be the organization’s strength. Read the rest of this entry »


Five Things I Liked (and Didn’t Like) This Week

Sam Greene/The Enquirer / USA TODAY NETWORK

This won’t surprise you if you’re an NBA fan, but I love reading Zach Lowe’s 10 Things column every week. Lowe is a basketball writer for ESPN, and his column is packed with data-driven anecdotes that wouldn’t quite fill a column on their own but are interesting nonetheless. Somehow, it had never quite occurred to me to use that format in baseball, but it feels like a perfect fit.

It had never occurred to me, that is, until I tried to write about the first observation that you’ll see in this piece. I couldn’t turn it into an entire article, but I kept trying because I really wanted to write about it. There just wasn’t enough meat on the bone, but I didn’t want to leave it there. Then I started noticing other little things I wanted to highlight, and a lightbulb went off.

My plan is to start writing up five things that have caught my interest every Friday. There’s a lot of baseball in the world, which means a lot of interesting but bite-sized stories, ones that wouldn’t work on their own but are nonetheless too good to ignore. Without further ado, let’s get to liking (and, occasionally, not liking) things. Read the rest of this entry »


The Dodgers’ New-Look Outfield Has Been a Hit So Far

Gary A. Vasquez-USA TODAY Sports

The 2023 season is only a week old, but the Dodgers have to be quite satisfied with the early returns from their outfield. Mookie Betts aside, the unit entered the season full of question marks, and those only got larger once manager Dave Roberts had to start moving players around to cover for Gavin Lux’s season-ending ACL tear. Yet through the team’s first six games, rookie James Outman, holdover Trayce Thompson, and newcomer Jason Heyward have each produced some impressive performances that offer hope they can help to offset the team’s notable offseason departures.

Lux was supposed to be the Dodgers’ regular shortstop, and while the team soon traded for Miguel Rojas to be the regular, his loss pulled Chris Taylor into the mix to a greater degree than expected. In turn, the Dodgers have brought Betts into the second base mix; recall that the future Hall of Fame right fielder — you heard me — began his professional career in the middle infield, and spent the last two weeks of his 52-game rookie season filling in at the keystone for the injured Dustin Pedroia.

Given the anticipation that both Taylor and Betts would spend more time on the dirt, the Dodgers found room for both Heyward, a 33-year-old non-roster invitee who was released by the Cubs last year, the penultimate one of his eight-year, $184 million contract, and Outman, a 25-year-old prospect who entered the season with four games of major league experience. Both lefty swingers are on the roster in addition to the righty-swinging Thompson, who enjoyed a nice little breakout in the second half of his age-31 season, and lefty David Peralta, a free agent whom the Dodgers signed to a one-year, $6.5 million deal mid-February. Read the rest of this entry »


Early-Season Pitch-Modeling Standouts

Jayne Kamin-Oncea-USA TODAY Sports

This offseason, FanGraphs got some new stuff. More precisely, we got some new ways of measuring stuff, and command, and pitching overall, via pitch-level modeling. You can read about PitchingBot here and Stuff+ here. They’re really cool! Pitch modeling is a wonderful tool to both verify the eye test – that nasty-looking slider you saw, it’s actually nasty – and to find new pitchers to keep an eye on. Sure, strikeout rate and ERA and FIP can do that too, but stuff is a purer signal, because it’s entirely in a pitcher’s control. There’s no question of whether a hitter spoiled a great pitch, or whether that ball should have been a home run. There’s only the pitch, with its movement and velocity and release point.

Eno Sarris, the proprietor of Stuff+, has written about how quickly that model stabilizes, but for our purposes, let’s just say this: these pitch modeling tools give a great early look at which pitchers are working with the best tools early in the year. That doesn’t mean that they’ll all be great – they might not wield the tools in the correct order, or they might struggle with command, or they might wear down as the season goes on – but it does mean that they’re starting with an advantage.

I’d caution you against using these with excessive granularity this early in the season. If a pitcher’s Stuff+ has declined from 119 to 116, or if your team’s swingman has vaulted two points above the fifth starter, there’s probably not much signal in that. Instead, I’m going to paint with a very broad brush. I’m going to look at three groups of two today: two pitchers who both models agree have great stuff, two pitchers who both models are down on, and two where the systems disagree.

Let’s start with the good stuff. Read the rest of this entry »


Early Insights From Statcast’s Outfield Catch Probability Metrics

Hunter Renfroe Brett Phillips
Darren Yamashita-USA TODAY Sports

Amazingly, in an Opening Day game where Shohei Ohtani struck out double-digit batters in six shutout innings, the most memorable highlight of the night didn’t come from him, or even Mike Trout. In the bottom of the fifth, Oakland third baseman Jace Peterson sent a fly ball to right field. Hunter Renfroe gave chase, but it appeared to be going over his head — until he leapt up, stuck out his glove to the left while facing right, and somehow made an incredible no-look catch to the delight of Ohtani and the Angels. Even Peterson had to smile.

Baseball Savant has recently released outfield catch probabilities for individual plays, and we can learn a lot from analyzing the differences between the perceived difficulty of a play from watching it on a broadcast compared to its actual catch probability. Renfroe’s circus catch in Oakland offers a perfect example: While his acrobatics were necessary to make the catch, that was only because of a poor jump. He backpedaled for the first few steps, then ran at less-than-full speed while having to crane his head around to keep track of the ball. Renfroe ended up making the catch 39 feet from his initial position in an opportunity time of 4.2 seconds — a play that has a catch probability of 99%, and that’s even when accounting for the difficulty of running backwards (which is included in calculating the odds).

For comparison, here’s a play with a near-identical distance and opportunity time made by Renfroe’s backup, Brett Phillips.

Phillips didn’t need luck or heroics to make the out here; in fact, he was able to camp out for a bit before the ball fell into his glove. A good chunk of his route was completed before the broadcast had switched to the outfield camera.

In other words, Renfroe’s play is made with little fanfare almost every time. That includes him: He was perfect on fly balls with 99% catch probability in 2022, though he did let a few in the 90–95% range drop for hits. Much of the focus that observers put on the quality of a outfielder’s defense naturally comes from what can be seen on TV – but the data indicates that what we can’t see is what truly separates the great fielders from the poor ones. Read the rest of this entry »