Archive for Daily Graphings

Through Two Rounds, These Postseason Games Have Been Up in the Air

Yordan Alvarez
Troy Taormina-USA TODAY Sports

We’ve come to expect the characteristic intensity of the MLB postseason. The league’s best teams meeting head to head with everything on the line is bound to generate some memorable storylines, and two weeks in, the 2022 playoffs have been no exception. The top four seeds in the NL — the Dodgers, Braves, Cardinals, and Mets — were upset by the Padres and Phillies, leading to heated debate on the merits of a playoff format that remains a crapshoot. The Mariners ended their drought and beat the Blue Jays on the road to earn a playoff game in front of their long-deserving home fans before falling in the ALDS to Yordan Alvarez and, eventually, Jeremy Peña. The Yankees and Guardians traded blows for five games in the only Division Series to go the distance.

What is not a given in the playoffs is that, independent of the stakes of the game, the games themselves will be competitive. With the level of talent on the field, we expect to see some worthy contention, but it is an inevitability of the sport — maybe an inevitability of sports in general — that some games end up as back-and-forth nailbiters and others as, well, something like 8–2 in the fourth inning. The results may be the same, but baseball is, after all, about the fan experience, and it’s a heck of a lot more fun to watch when you don’t know who’s going to win. This postseason, we’ve been lucky to get more of the former than the latter. Read the rest of this entry »


Breaking Down Jose Altuve’s ALDS Struggles

© Joe Nicholson-USA TODAY Sports

The Division Series between the Astros and Mariners only went three games, but it wasn’t short on drama. Overlooked amid the extra innings madness and the late game heroics was the performance of Jose Altuve. That might be for the best, as the Astros second baseman struggled mightily:

Jose Altuve Batting – 2022
Season BB% K% AVG OBP SLG wRC+
Regular Season 5.9% 14.4% .300 .387 .533 164
ALDS 10.9% 35.3% .000 .059 .000 -88

Going 0-for-16 with six strikeouts is, to use a technical term, real bad. What was going on? Let’s start with Altuve’s plate discipline:

Jose Altuve Plate Discipline – 2022
Season O-Swing% Z-Swing% Swing% O-Contact% Z-Contact% Contact% Zone%
Regular Season 31.4% 65.0% 43.8% 76.8% 91.0% 84.6% 44.2%
ALDS 56.2% 84.0% 68.4% 66.7% 81.0% 74.4% 43.9%

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In a Rapid-Fire Pitcher’s Duel, Zack Wheeler and the Phillies Came Out on Top

© Orlando Ramirez-USA TODAY Sports

Well folks, that’s what we call a pitcher’s duel. I don’t think there’s a universal definition for the term, but Wikipedia tells me it’s when both starting pitchers allow very few runners to reach base. That seems about right! Zack Wheeler and Yu Darvish both came up big Tuesday night in San Diego, with each starter limiting the success of the opposing team’s hitters after each offense had put up an incredible performance in their respective Division Series. As the game progressed, both attacked their foes with a variety of pitches spread across the zone. Neither was predictable, and neither gave their manager much reason to remove them, but one made a few more mistakes in a few more at-bats than the other. Those mistakes ended up being the difference in the game.

To understand exactly what happened in those at-bats — specifically, why the batter was successful — it helps to know what happened with each pitch and what the pitcher-catcher tandem’s potential thought process was for each of them. John Smoltz always sprinkles in tidbits about pitch sequencing that are worth listening to when he broadcasts a game. It’s easier said than done, but a pitcher holding back some pieces of their repertoire until later in the game — or say, a hitter’s third at-bat — is a good way to maximize deception. If there’s anyone who knows a thing or two about that, it’s Darvish. Darvish’s never-ending pitch mix allows him to change how he attacks hitters as the game progresses. In his first battle against Bryce Harper, he opted for a three-pitch mix and attacked Harper in the zone. No nibbling the first time around:

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Red Sox Acquisition Jake Reed Has a Less Funky Arm Slot in Mind

© Jessica Rapfogel-USA TODAY Sports

The Boston Red Sox acquired a unique pitcher when they claimed Jake Reed off waivers from the Baltimore Orioles last week. They also acquired a pitcher who is heading into the offseason looking to rework a delivery that is among the funkiest in the game. As Ben Clemens showed us when writing about him last summer, the side-slinging 28-year-old right-hander has been attacking hitters from an arm slot that is anything but ordinary.

Reed’s effectiveness in the big leagues has been a mixed bag. Since debuting with the Dodgers last July, he’s held same-sided batters to a .639 OPS, but he’s also logged a 5.74 ERA over his 28 relief appearances. With designs on jumpstarting a professional career that began in 2014 when he was drafted 140th overall by the Minnesota Twins out of the University of Oregon, Reed plans to not only bring a new throwing motion with him to Boston, but a higher octane heater as well.

Reed discussed the evolution of his atypical delivery, and why it again needs to change, on the final weekend of the regular season.

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On dropping his arm angle:
“I’d pretty much always been low three-quarters. I was pitching pretty well in the minors, but in 2017 the Twins changed over their front office. Baseball was getting a lot more progressive, which sort of changed how guys are valued. I threw pretty hard — I was a mid-to-upper-90s kind of guy — but my stuff didn’t necessarily perform super well analytically. So about halfway through the 2019 season we had a long conversation and came to the idea of me dropping down sidearm and trying to create more movement on my sinker, and improve my slider. That was the first time I really made that transition from how I’d thrown my whole life. Read the rest of this entry »


Managerial Report Cards: National League Division Series

© Kirby Lee-USA TODAY Sports

Ah yes, the postseason. As Jay Jaffe noted yesterday, it’s nothing like the regular season. Here, managers have to grind out every edge possible. Continuing a series that I started last year, I’ll be assigning managerial grades for each vanquished team. They’ll cover on-field managerial decisions: chiefly, lineup construction, pinch hitting, and pitcher usage.

My goal is to rank each manager in terms of process, not results. If you bring in your best pitcher to face their best hitter in a huge spot, that’s a good decision regardless of outcome. Try a triple steal with the bases loaded only to have the other team make four throwing errors to score three runs? I’m probably going to call that a blunder even though it worked out. Managers do plenty of other things – getting team buy-in for new strategies and unconventional bullpen usage behind closed doors is one I find particularly valuable – but as I have no insight into how that’s accomplished or how each manager differs, I can’t exactly assign grades for that.

Another thing I’m trying to avoid? Relying too much on “leaning on your trusted veterans.” That’s never really been a strategy I love without knowing the underlying data, but mentioning it lets me drop this delightful statistic: “proven veterans” Justin Verlander, Max Scherzer, and Charlie Morton each have a 13.50 ERA this postseason. That’s not in aggregate; each of them has that exact mark. The playoffs are about overpowering your opponent in big spots. Which pitchers and hitters teams use to do so is entirely up to them, but if the justification for a move is “but he’s a veteran,” I’m going to judge that decision harshly. Let’s get to it. Read the rest of this entry »


Sunday Notes: Joe Maddon is Glad He Didn’t Get the Boston Job

Two years before being hired to manage the Tampa Bay Devil Rays, Joe Maddon interviewed for the job in Boston. The winter-of-2003 vetting by the then Red Sox decision-makers — a subject I broached with Maddon in a 2007 interview — didn’t bear fruit… but what if it had? Earlier this week, I asked the proud son of Hazleton, Pennsylvania what might have happened had he started his big-league managerial career in Boston.

“I don’t think it would have turned out as well,” responded Maddon, who spent nine years in Tampa before going on to manage the Chicago Cubs and the Los Angeles Angels. “I wasn’t ready for that; I wasn’t ready for that market. Theo [Epstein] and Jed [Hoyer] made a great decision. Tito was the right guy.”

History bears that out. Four years removed from managing the Philadelphia Phillies for the same number of seasons, Terry Francona led the Red Sox to their first World Series title since 1918. While Maddon went on to win a World Series of his own, with the Cubs in 2016 — the team’s first since 1908 — hiring a first-year manager as Grady Little’s replacement wouldn’t have been in Boston’s best interests. Nor in Maddon’s.

“I needed more time to really develop what I wanted to do, and how I wanted to do it,” explained Maddon, whose managerial resume includes nine 90-plus-win seasons. “I really did need more of an expansion team than a tradition-based team at that point. I could experiment. I could try different things that weren’t very popular, or that nobody had thought about. I needed that wider berth, and the support that I got from Andrew [Friedman] at that particular time. So, thank God for unanswered prayers. I wanted the Red Sox job, but it was so much better for me to start out with the Devil Rays.” Read the rest of this entry »


José Alvarado Is Finally Taking Control

Jose Alvarado
Jeff Curry-USA TODAY Sports

On Tuesday afternoon in Atlanta, José Alvarado asked the Truist Park grounds crew to make some adjustments to the mound, waving off the ensuing chirps from the Braves’ dugout. According to him, Max Fried, the Game 1 starter, had dug out a small pocket at the front of the hill with his delivery; the Phillies’ lefty wanted to avoid tripping over the hole and injuring himself.

Explained in such a way, it sounds like a reasonable thing to ask for. It would be hard to pitch if you’re constantly worried about stumbling and breaking an ankle; it would be much harder to pitch with a broken ankle. Yet even so, it’s not that often you see a reliever ask the grounds crew to touch up the mound. Alvarado, however, has developed a habit of making such a request. Clearly, he is someone who likes to feel in complete control.

It’s hard to blame him for feeling that way. Control is the one thing that has eluded Alvarado throughout his career — he’s consistently inconsistent, you might say. But when he does have proper control of his pitches, he can be an elite bullpen arm. That’s been the case for a long time. Back in 2017, when FanGraphs ranked him as the no. 28 prospect in the Tampa Bay Rays system, Eric Longenhagen praised his “monster stuff” but warned of his “potentially fatal command issues.” Four seasons later, when Alvarado was traded to Philadelphia, Eric once again remarked on his “elite-level stuff” but “frustrating control.” Read the rest of this entry »


Once a Young Gun, Triston McKenzie Is Now a Top-Notch Starter

Triston McKenzie
Matt Marton-USA TODAY Sports

Triston McKenzie was 19 years old and pitching for High-A Lynchburg when he was first featured here at FanGraphs in May 2017. Five years later, he’s one of the top starters on a talented Cleveland Guardians staff. In 31 appearances this season, the lanky right-hander logged a 2.96 ERA and a 3.59 FIP with 190 strikeouts in 181.1 innings. Last week, he tossed six scoreless frames and allowed just two hits in Cleveland’s Wild Card Series-clinching win over the Tampa Bay Rays.

McKenzie, the scheduled starter for ALDS Game 3 versus the New York Yankees on Saturday, discussed his evolution as a pitcher and the mindset he takes with him to the mound during the Guardians’ final home stand of the regular season.

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David Laurila: We first talked five years ago. What have you learned about pitching since that time?

Triston McKenzie: “The biggest difference is that I’m in the big leagues. Mindset-wise, how I attack hitters hasn’t changed much outside of adapting to this level and understanding that guys are more disciplined in what they do in their approach. I’ve figured out that you can’t always be the the young gun, the kid who is going to throw his best stuff over the heart of the plate. These guys can hit that. So I’d say it’s a mix of finding my identity as a pitcher, figuring out what my strengths are and where I can beat guys, but not getting so headstrong that it’s to my detriment.”

Laurila: How much better do you understand how, and why, your stuff works? You’re obviously working with smart coaches and seeing a lot of data. Read the rest of this entry »


Let’s Admire Some of the Strongest Arms in Baseball

© David Richard-USA TODAY Sports

I’m not sure about you, but I’ve been eagerly awaiting the release of Statcast arm strength data for a while now. At the end of September, the day finally came, inspiring me to dive into the metrics of some of my favorite throwers in the league. Fielding mechanics are an under-appreciated part of the game. So much goes into having the appropriate footwork to direct yourself towards a base in order to make an accurate, strong throw, and some do it better than others. With the help of the Statcast Arm Strength leaderboard, I’m going to show you exactly what sets those players apart from the rest of the pack.

There are a few different ways to sort through the leaderboard. You can change the minimum number of throws if you’re mainly interested in finding who has the highest peak arm strength, regardless of how many total throws they’ve made. I settled on 100 throws, the default on the leaderboard. From there, I set out to find concrete examples of players near the top of leaderboard making accurate throws to nail runners between second base and home. Why? Because throwing isn’t just about arm strength – accuracy also plays a big role when it comes to outfield throws. The time it takes for a fielder to step to a ball or move their glove across their body can be the difference between a runner being called safe or out, while a strong and accurate throw gives their teammates the best chance to make a play. At home plate, throws on a fly or one long hop are crucial for catchers. It’s extremely difficult to make a play on a short hop while trying to get a tag down. After my search, I settled on five players from a sample of 20 to 25 who showcased great footwork and instincts to pair with their strong, accurate throws. Below is a representative play for each. To MLB’s Film Room!

Nate Eaton, Kansas City Royals (no. 1 overall)

Nate Eaton has an absolute cannon for an arm. Of all the players in the league with at least 100 throws in 2022, he ranks first on the arm strength leaderboard with an average throw of 98.1 mph. Statcast calculates this number by averaging the top portion of a player’s throws. Eaton is the only player with a number above 98 mph; he also has the highest maximum throw at 103.3 mph. There are only a few players who make your jaw drop when they make throws and Eaton is one of them.

After Gary Sánchez lined this pitch down the left field line, Eaton had a beat on the ball and immediately knew how to attack it. Knowing Sánchez’s speed, he got to the ball and took a few extra steps to plant on his back foot and push a speeding mack truck’s amount of force into the ground. I sometimes get frustrated watching position players throw because they forget their glove side exists. That isn’t a problem for Eaton. After planting, he creates a perfect angle to use his left arm as a coil to throw off of, leading to a seed right over the bag and a nice outfield assist.

Aristides Aquino, Cincinnati Reds (no. 3 overall)

It isn’t hyperbole to say that this is one of the most impressive throws you’ll ever see. Some of the best opportunities for a guy to make a play with his arm come after a misread, when he has overestimated his chances of making a play with his glove. After Aristides Aquino jumped up on the wall to save a few runs, the ball ricocheted off and forced him to scurry after it. After gathering himself and seeing how far Rhys Hoskins was from home, he knew he had a shot.

The two most important parts of this throw are the lead leg block (foot plant) and the crazy sub-scapula adduction (pinching of both scapula). Foot planting like this after running is nothing to bat an eye at. That, on top of his hyper mobile scapula, equated to a beautiful throw. Aquino’s max throw this year was 101.6 mph. I imagine this was pretty close to that.

Michael Harris II, Atlanta Braves (no. 18 overall)

Michael Harris II isn’t quite as large as Eaton or Aquino, making this throw and his maximum throwing velocity of 100.0 mph incredibly impressive. And unlike Aquino and Eaton, this play came on a standard outfield groundball. Harris played the hop perfectly, used a pro step to direct himself, and threw a missile through the would-be cutoff man for a perfect one-hopper to nail Luis Guillorme at the plate.

The pro step is a simple fundamental move where you take your throwing-side leg and swing it right behind your plant foot to properly align yourself toward the ball’s destination. It’s a quick move and the perfect one for attacking a grounder you need to make a throw on. It’s not in this view, but Harris also finishes with a nice little spin after releasing, also known as a janitor throw. It’s a reciprocal movement for the quick rotation that a throw like this requires.

Aaron Judge, New York Yankees (no. 25 overall)

Aaron Judge ranks 25th (92.3 mph) on the arm strength leaderboard. You might expect to see him ranked higher given his size, but if you watch him regularly, you know that he tones it down to make accurate throws like this one. I’m not sure there is a better baiter in the league than Judge. His awareness and feel around the short porch in Yankee Stadium allows him to fool runners into thinking they have a shot at second base.

Tommy Pham is pretty fast! His 64th percentile sprint speed is decently above average, yet, Judge makes him look slow as molasses as he waltzed to this ball in the corner. The fundamentals here are all impeccable. Once Judge knows he can’t get it on the fly, he reorients himself and prepares his hands for a smooth transfer. That part reminded me of a catcher. As a backstop, you’re taught to transfer the ball as deep into your body and as close to your ear as possible when preparing to throw a runner out. It leaves little room for error. Judge did exactly that when reacting to this hop off the wall and made throwing out Pham look easy with a perfect no-hopper. If I had to guess what his hardest throw of the year was, it would be this one.

Julio Rodríguez, Seattle Mariners, (no. 14 overall)

Speaking of baiting, this play by Julio Rodríguez was prime example of the skill. As the ball was lined into center, Rodríguez remained calm and threw up his hands as if he was preparing to catch it on a line. Little did Lourdes Gurriel Jr. know, this ball wasn’t even close to being caught on a fly. This is a combination of lack of awareness and trickery leading to a perfect chance for Rodríguez to nab Gurriel on a force out.

He wouldn’t have been able to do this without his 96th percentile arm strength. Ranked 14th, Rodríguez is a threat to throw out any runner. Typically, a player should have no chance of getting a force out at third base from the outfield, but a slight hesitation due to the hand deke was enough for him to unload a pill. Unlike Harris, Rodríguez opted for a mini crow hop and not a pro step. It’s a slower movement, but my goodness, if you can throw a ball this hard off a crow hop, then I’d say you’ve made the right decision!

I’m going to have a ton of fun with this new leaderboard. To me, a high throwing velocity is just as impressive as a high exit velocity. Seeing arm strength numbers on broadcasts will add interesting insight and context to games. How fast does a throw need to be to turn a double play or nail a runner at home? These are great questions that I’d love to see answered. For now, I’ll leave you with this. Arm strength is the first step in being a great thrower from the outfield, but that doesn’t mean you can discount the importance of accuracy. Each of the throws I highlighted today has something in common in addition to their impressive speeds: they all ended up right over the bag or plate.


Myles Straw Ventures Into Foul Territory

© Ken Blaze-USA TODAY Sports

Did you watch the Guardians and the Rays in their Wild Card Series? It was extremely fun, especially if you hate runs. Everyone got out so much! Both teams had a better WHIP than Justin Verlander. The Guardians batted .171. The Rays batted .115. Together they batted .143. That’s Robbie Ray’s career batting average. Robbie Ray is famously not a hitter.

While Cleveland and Tampa Bay pushed the boundaries of modern science searching for new and innovative ways to not get on base, I noticed that one player seemed to take his failures a bit harder than the rest. See if you can spot it as well. Turn your sound all the way up, especially if you’re at the office. If you’re at an elementary school or a place of worship, see if there’s a public address system you can plug into:

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