Archive for Daily Graphings

Let’s Look at the Data Behind Bo Bichette’s No-Stride Approach

Kamil Krzaczynski-USA TODAY Sports

Bo Bichette is a ton of fun to watch at the plate, and that’s especially the case in two-strike counts. He takes on the old school approach of physically altering his swing to avoid striking out. There is something aesthetically pleasing about a player who refuses to strike out; it’s admirable, even. It can also be rewarding.

Bichette has used a no-stride two-strike approach his entire career, but back in 2022, he started standing a bit taller, with his weight pre-shifted into his rear hip to go along with his no-stride load. In 2021, his .212 wOBA with two strikes was well behind the league-wide mark of .236. As a hitter with an above-average hit tool and a knack for making good contact on pitches off the plate, that performance simply wasn’t good enough. Indeed, it’s the exact sort of thing that would force most hitters to try something else, which is what Bichette did. While his wOBA and xwOBA in two-strike counts showed no tangible improvement, 2022 was (and still is) his best full season by wRC+ (130). Whatever the results were, Bichette’s overall offensive game was thriving, so instead of reverting back to the more crouched setup, he built upon his new two-strike stance to improve it.

In 2023, Bichette’s .233 two-strike wOBA was in line with the league average (.232), while his .250 xwOBA was .018 points higher than league average. He decreased his whiff rate with two strikes by about four percentage points from 2022, and his strikeout rate dropped three percentage points as a result. That’s notable, of course, but remember: More contact isn’t always better for a chase-prone player like Bichette, as a batter’s quality of contact on pitches outside the zone is typically worse than on those over the plate. The key here is that Bichette’s reduction in whiffs came with better contact; last year he had the best xwOBACON with two strikes (.389) of his career. Read the rest of this entry »


Sunday Notes: Spencer Schwellenbach’s Shortstop Dream Turned Out Different

Last Sunday’s column led with Detroit Tigers infielder/outfielder Matt Vierling reflecting on his days as a two-way player in high school and at the University of Notre Dame. This week’s leads with a former two-way player whose career path took a different turn. A native of Saginaw, Michigan who played shortstop and served as a closer at the University of Nebraska, Spencer Schwellenbach is currently a member of the Atlanta Braves starting rotation.

His big-league debut came sooner than expected. The 24-year-old right-hander was drafted in 2021 — Atlanta selected him in the second round — but because of Tommy John surgery he didn’t take the mound until last year. At the time of his May 29 call-up, Schwellenbach had just 110 minor-league innings under his belt. Moreover, he hadn’t thrown a pitch above the Double-A level.

His two-step call-up is something he’ll never forget.

“They actually told me I was going to Triple-A,” said Schwellenbach. “I showed up in Gwinnett, threw a bullpen, and after I got done they asked if I was all packed up to go to Virginia. I said, ‘Yeah, I’ve got all my stuff here.’ They were like, ‘Well, unpack your stuff, you’re throwing in Atlanta on Wednesday.’ I was so taken off guard that I didn’t know what to say. It was like, ‘holy crap.’ I called my parents, my fiancee, my brothers, my sister. It was awesome.” Read the rest of this entry »


Getting in the Weeds With Bat Tracking

Charles LeClaire-USA TODAY Sports

Like many other nerds, I have devoted a lot of time to slicing and dicing Baseball Savant’s new bat tracking data over the last few weeks. And like many other nerds, I’m not entirely sure how we’ll end up using this wealth of new information. More time, more data, and more brain power is needed to wring out whatever sweeping new truths it may hold. I’m going to write about bat tracking data in a more focused way next week. There are a couple things I think are really interesting; not necessarily new information, but ways that bat tracking data can give us hard numbers for things that we’ve already learned. In this article, I’ll be a bit more scattershot. I’d just like to take you through how I’ve processed all the information that has come out over the last few weeks.

First off, bat tracking will give us new stats that stabilize more quickly than existing ones, as that’s how granular metrics that separate underlying skills from results tend to work. In smaller samples, exit velocity turned out to be a better predictor of overall batting performance than wRC+ or wOBA. Now we have swing speed, which in smaller samples turns out to be a better predictor of exit velocity. To wit, I pulled data from the first week of bat tracking, April 3 to April 9, and compared it to each player’s overall numbers this season. I eliminated any player with fewer than five plate appearances during the first week or fewer than 100 PA during the entire season, which left me with a sample of 295 players. It was no contest. Full-season exit velocity had a much stronger correlation to first-week swing speed (R = .60) than it did to first-week exit velocity (R = .40). It also predicted full-season hard-hit rate better than first-week hard-hit rate (R = .66 for swing speed, compared to R = .46 for hard-hit rate). If, after the first week, you want to know who’s going to hit the ball hard for the rest of the season, don’t look at exit velocity. Look at swing speed:

Read the rest of this entry »


Max Fried Talks Pitching (and Hitting)

David Butler II-USA TODAY Sports

Max Fried hadn’t yet established himself when I first talked to him for FanGraphs in April 2018. While highly regarded — the San Diego Padres had drafted the southpaw seventh overall in 2012 out of Los Angeles’ Harvard-Westlake High School — he had just a smattering of innings under his big league belt. Fast forward to today, and Fried — acquired by the Atlanta Braves in a December 2014 trade the Padres presumably wish they hadn’t made — is one of the best pitchers in baseball. Moreover, he has been since the start of the 2019 season. With the caveat that pitcher win-loss records need to be taken with a large grain of salt, the 30-year-old hurler has gone 66-23 over the last five-plus seasons; his .742 winning percentage ranks first among his contemporaries (min. 50 decisions). Fried’s ERA and FIP over that span are 3.00 and 3.20, respectively, and in the current campaign those numbers are 2.93 and 3.22.

His hitting also bears mention. In 2021, the last year before the National League adopted the DH, Fried had the highest batting average (.273), on-base percentage (.322), wRC+ (77), and wOBA (.289) among pitchers with 40 or more plate appearances. While not exactly Wes Ferrell, Fried could more than hold his own in the batter’s box.

How has the Atlanta ace evolved as a pitcher since we spoke six years ago, and does he miss stepping up to the plate with a piece of lumber in hand? I broached those topics with Fried on Wednesday afternoon at Fenway Park.

———

David Laurila: You were relatively new to the big leagues when we first spoke. Outside of being older and more experienced, what has changed since that time?

Max Fried: “Honestly, I would say it’s just experience, just constantly evolving and taking from what I’ve learned over the years. A lot of it has been commanding my pitches better, throwing them for strikes and keeping guys off balance.”

Laurila: Baseball Savant has you throwing seven different pitches. Is that accurate? Read the rest of this entry »


Vladimir Guerrero Jr.’s Return to Third Base Won’t Turn Toronto’s Season Around

John E. Sokolowski-USA TODAY Sports

Anyone who saw the lineup that the Blue Jays fielded on Sunday against the Pirates was treated to a relatively unfamiliar sight: Vladimir Guerrero Jr. starting at third base for the first time since his 2019 rookie season, and playing the position in a regular season game for the first time since ’22. Designed to squeeze an extra bat into the lineup, the move helped the Blue Jays to a victory. But while they may continue the experiment here and there, they have bigger problems to solve if they’re going to climb back into contention.

Starting Guerrero at third base had been an option for which the Blue Jays had been preparing for a few weeks. For the occasion, manager John Schneider gave Justin Turner the start at first base, with Daniel Vogelbach serving as the designated hitter. The latter went 2-for-4 on Sunday, and capped a three-run fifth-inning rally with a double off Pirates righty Quinn Priester, with Guerrero, who had singled in a run, scoring from first base to give Toronto a 4-3 lead. With Blue Jays starter Chris Bassitt and four relievers generating just nine ground balls while striking out 13, Guerrero didn’t have to make a play in the field until the seventh inning; he handled his two chances perfectly, the second of which featured an impressive spin move while he was shifted to where the shortstop would usually play:

Schneider did not get a similarly positive return when he used the same configuration on Tuesday night. Vogelbach went 0-for-3 and the Blue Jays fell behind 4-0 in the third; they were down 10-1 by the time Guerrero made his two assists, in the eighth and ninth innings. Read the rest of this entry »


Much Ado About Machado

Brett Davis-USA TODAY Sports

I’ve got good news for you, Padres fans. Manny Machado is hitting the ball as hard as nearly anyone in baseball*. Seriously! Take a look at this leaderboard:

Highest Average Exit Velocity*, 2024
Player EV (mph)
Miguel Sanó 97.8
Trevor Larnach 96.4
Jordan Walker 92.9
Manny Machado 92.5
Oneil Cruz 92.5
Yandy Díaz 92.5
Cristian Pache 92.4

Yeah! There’s our guy, fourth in the majors, absolutely pummeling the ball. No Aaron Judge on this list. No Juan Soto or Shohei Ohtani or Gunnar Henderson. Machado’s outdoing them all. Never mind that pesky asterisk up above. He’s totally fixed. Though speaking of, what is that asterisk about?

*: Exit velocity on groundballs only

Oh. Huh. I guess that’s why the list is missing all those great hitters, and instead has dudes barely hanging on or getting demoted to Triple-A. Thunderous power doesn’t mean much if you’re hitting the ball straight into the infield grass. That explains this confusing trend:

Manny Machado, Contact Metrics By Year
Year Avg EV Top 50% EV Air EV Ground EV GB% ISO
2020 90.2 102.7 91.4 88.2 37.2% .277
2021 93.1 104.9 94.2 91.5 39.0% .211
2022 91.5 102.6 92.1 90.5 37.8% .234
2023 91.0 102.4 92.2 89.2 40.2% .204
2024 92.4 103.1 92.3 92.5 47.9% .130

If you just looked at his average exit velocity, you’d think Machado was surging this year. Even if you looked at the average of the top half of his contact, it’s better than the last two years. But he’s not hitting the ball any harder when he elevates, and he’s elevating less than ever. The result? Fewer homers and doubles, and a lower ISO. Read the rest of this entry »


Reports of Salvador Perez’s Demise Have Been Exaggerated

Matt Krohn-USA TODAY Sports

For a few years now, I’ve been waiting for Salvador Perez to break down.

There are three reasons for this. First, he’s at the intersection of two kinds of hitter who are at risk of precipitous decline: Big dudes who hit for a lot of power but don’t walk much and free swingers who need to make a lot of contact. Perez is one of seven players who have batted at least 4,500 times since the year 2000, with a career walk rate of 7% or less and a career ISO of .175 or more. The other six are Eduardo Escobar, José Abreu, Javier Báez, Nick Castellanos, Adam Jones, and J.T. Realmuto. That’s five guys who watched it go in a hurry and, well, stay strong, J.T., we’re all rooting for you.

The other point is that Perez plays the hardest position in the sport. Not only that, but he’s one of the biggest guys to ever play that position regularly (a man who weighs 255 pounds and crouches 200 times a day, six days a week has to have thighs the size of bike wheels) and he’s put in an unbelievable amount of time there. Read the rest of this entry »


The Dog Ate My Prospect

Joe Nicholson and Jerome Miron-USA TODAY Sports

Season one of One Tree Hill is a perfect season of television, and I will not be entertaining arguments to the contrary. In it we meet Nathan and Lucas Scott, the sons of hometown basketball hero, Dan Scott, who runs a local car dealership. Nathan was raised in the traditional nuclear family structure by Dan and his college sweetheart and wife. Lucas was raised in a single-parent household by his mother, Dan’s high school sweetheart. Despite sourcing their foundational genetic material from the same DNA pool, Nathan and Lucas are depicted at odds with one another in several key ways. Nathan is his father’s golden child and characterized as hyper competitive, entitled, and emotionally stunted; Lucas receives no acknowledgement from Dan and skews more intellectual, reserved, and empathetic. Both are super good at basketball and both crave the approval of their father. Nathan seemingly has it all, but presents as lonely and ill at ease in his environment. Lucas drew the short straw, but is mostly content and supported by several meaningful relationships.

The whole concept is a pretty straightforward exercise in nature vs. nurture, and if you haven’t seen One Tree Hill, don’t worry, I haven’t spoiled anything; this is all part of the show’s initial setup in the pilot episode. What the viewer is intended to puzzle out as the season unfolds is how much of Nathan’s arrogance and aggression is a reaction to his surroundings and how much is an inherent part of his character. And on the other hand, can Lucas, against his father’s wishes, learn to thrive in new surroundings as he steps into the spotlight of varsity basketball? Or is he more naturally suited to exist in the shadows?

I recently read almost six years of scouting reports, statistical breakdowns, and interviews covering two prospects from the 2018 MLB draft in an attempt to to understand the how and why of each player’s career arc. More on that later, but for now, I want to emphasize how much easier it is to analyze a teen soap opera. And it’s not that the scouting reports were unclear, or that the statistical analysis was misleading, or that the players misrepresented themselves in interviews. It’s that taking 18- to 22-year-olds and turning them into big leaguers is a hard thing to do under the best of circumstances. Read the rest of this entry »


Ryan McMahon and the Kutina Club of Insistently Unsuccessful Basestealers

Jim Rassol-USA TODAY Sports

Today, we’re here to talk about Ryan McMahon, but before we can do that, we need to talk about Joe Kutina. Joe Kutina didn’t steal any bases in 1912. A 6-foot-2, power-hitting first baseman in his second season with the St. Louis Browns, that wasn’t necessarily his job. Kutina earned his spot in 1911, batting .374 with a .589 slugging percentage for the Saginaw Krazy Kats of the Class-C Southern Michigan League. He joined St. Louis at the end of the season, putting up a 96 wRC+ with three home runs in 26 games with the Browns. In 1912, his wRC+ dropped to 59 and he launched just one homer in 69 games. He also got caught stealing seven times.

Bain News Service, 1912

I know that getting caught stealing seven times sounds like a lot, but things were a little different back then. In the 1912 season, 73 players got caught stealing at least seven times. Ty Cobb led the league with 34 unsuccessful steal attempts, and three other players also got nabbed at least 30 times. The difference is that Cobb and those three others combined for 203 successful steals. Kutina, once again, stole zero bases. That made him the first player in AL/NL history to get caught stealing at least four times without successfully stealing a single base in a season — or at least to be recorded doing so in that era of spottier record keeping. According to Stathead, over the last 112 years, just 216 players have replicated Kutina’s dubious accomplishment. Although that averages out to a bit below two per season, the distribution isn’t exactly even.

We’re only third of the way into this decade, but unless the pace picks up dramatically, we’ll end with the lowest total since the days when Joe Kutina was lumbering around the bases with reckless abandon. As it turns out, one of the changes wrought by the data revolution was an unwillingness to let players who were incapable of stealing a base keep trying and failing over and over again. This is why people don’t like analytics. Read the rest of this entry »


Houston Is Dealing with an Astro-Nomical Number of Injuries

Troy Taormina-USA TODAY Sports

Injuries are an ever-present factor in baseball. They lurk everywhere, just at the periphery of the game. They pop up seemingly at random, when things couldn’t get any worse and also when they’re going incredibly well. They strike without rhyme or reason. But if you’re an Astros fan, none of that is going to make you feel better at the moment, because Houston’s sudden injury flare-up couldn’t be coming at a worse time.

The most recent deluge of bad news on the Gulf Coast isn’t about the team’s inconsistent play, though that’s surely worrisome. They’ve gone 5-5 over their last 10 games, and they didn’t have a lot of runway to play with in the first place. They’re seven games out of first place in the AL West. Even worse, recent injury news has them reeling at the time they can least afford it.

José Urquidy started the year on the IL, part of a planned wave of reinforcements the Astros hoped would give them a rotation buffer in case of unexpected news. But that plan hit a snag when Urquidy left a May 24 rehab start with pain in his forearm. Today, the Astros confirmed a report from earlier in the week that Urquidy will undergo Tommy John surgery. He’s out for the season, and most of the next one too. Read the rest of this entry »