Archive for Daily Graphings

Can RBIs Matter?

Last week, I woke up to a bit of a Chicago-area Twitter kerfuffle based on some things Cubs outfielder Ian Happ said on local sports radio about how RBIs are a skill and not based on luck. Let’s face it: When wins and RBIs are praised, somebody somewhere is going to get worked up about it.

Happ said these things on Dan Bernstein and Leila Rahimi’s morning show on 670 AM The Score, and based on the tweets, it sounded like an argument, which surprised me. Dan is a thoughtful guy who has been in fixture in Chicago sports radio since years began with a 1. Like most sports talk hosts, people love him or hate him, but he’s not your standard run-of-the-mill screamer. He’s smart about baseball, exceptionally clever, and doesn’t suffer fools gladly.

After hearing the conversation, it was clearly overblown on social media (as to be expected when Twitter is involved). The most intriguing part of the argument, though, was probably about the 2012 AL MVP voting. Happ insisted that Miguel Cabrera deserved his award based on winning the Triple Crown, with Rahimi agreeing with him; Bernstein went with Mike Trout, based on overall value. I’m with Dan. Cabrera and Trout were roughly equal players offensively, but the latter easily surpasses the former once you factor in defense and base running.

Still, this wasn’t a mud-slinging battle. Dan was respectful throughout the whole conversation, and Happ is a regular on the radio in Chicago. “You can talk wRC+ with [Happ], and he understands it,” said Bernstein. “I think more players understand these kind of numbers now that they know the correlation between the math and how they get paid. A lot of players are past statistics because they’re into so much more measurement now. They want to know about their Rapsodo data and exit velocities.”

The whole situation left me wondering about a couple things — some more serious — in terms of why anyone cares about how players see statistics. But on a more fun and silly level, I wondered if you could make a case where RBIs would matter.

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The Springtime of Our Discontent

There is no video that I can find of the moment when, during Sunday’s inaugural spring training contest between the Phillies and the Tigers, the fans began to boo. One can imagine well enough what it might have sounded like, even in the absence of evidence: The bases were loaded, and the Phillies, despite using two pitchers who threw a combined 50 pitches, had failed to record a third out. In the interest of playing a complete game without anyone’s arm falling off, the inning was rolled, and the players left the field. And as they left, down came the boos.

What was the root of the booing? Phillies fans exercising their God-given right to boo their own players’ failures? Tigers fans, robbed of the opportunity to see a two-out grand slam in the very first inning of spring? I can’t imagine it was a wall of boos — not on the level of such concerted efforts as, say, when Rob Manfred presented the Commissioner’s Trophy last October, nor even comparable to the sound of a stadium of 22,000 on a pre-pandemic weeknight expressing their unhappiness at a throw to first. Fans, of course, can’t travel in the same way that they did last February, and the seats of the stadium in Lakeland can’t be packed, and there are reasons that one might think twice about loud, collective vocalizations in a public place. But, nonetheless, there they were, making their displeasure known.

The opening hours of last year’s spring training, too, made headlines for their booing. This was the first on-field appearance of the Astros after their cheating scandal broke during the offseason, and, while there were efforts underway to plan an Opening Day booing that would go down in the history books, every opportunity was taken to demonstrate to the Astros that even their pre-season efforts were not in the least appreciated. Read the rest of this entry »


Jackie Bradley Jr. and His Glove Are Milwaukee-Bound

Jackie Bradley Jr. may or may not be the best defensive centerfielder in the game. Metrics have never loved him quite as much as the eye test suggests they should — accordingly, he’s never been honored with a Fielding Bible award — but there are those who believe he’s without peer among his contemporaries. At worst, the soon-to-turn-31-year-old “JBJ” is on the short list of top defenders at his position.

Those talents will now be display in Milwaukee. According to The Boston Globe’s Julian McWilliams, Bradley, who ranked as the 18th best free agent this offseason per FanGraphs, has agreed to a two-year, $24 million deal with the Brewers that includes an opt-out after the first year, thus ending an eight-season tenure with the Red Sox that included a Gold Glove, an All-Star berth, and a World Series championship. Along the way, Bradley logged a cumulative 93 wRC+ that comprised both peaks and valleys. Notoriously streaky, the personable left-handed-hitter is anything but a sure bet to match last year’s 120 wRC+, .283/.364/.450 line, which came over 55 games.

The Brewers would likely consider it gravy if he did match that level of production. This acquisition was largely about making an already improved defense better — Kolten Wong at second base being another key acquisition — and it unquestionably will. Bradley will be joining an outfield alignment that includes not just Christian Yelich, but also Lorenzo Cain, who is back after opting out last season due to COVID concerns. Cain, who turns 35 next month, is a two-time Fielding Bible winner as a center fielder, and has rated well by the various defensive metrics both over his career and in 2019, when he posted a 7.0 UZR, 22 DRS, and 16.0 Outs Above Average, with BP’s FRAA of -1.6 the exception. Read the rest of this entry »


For Willy Adames, 2021 Could Be Make or Break in Tampa

For the last three seasons, Willy Adames has been the Rays’ everyday shortstop, and he enters 2021 with that same job locked up. Tampa Bay continues to sport one of the most flexible rosters in baseball, but there’s no one on the 26-man roster currently who can handle shortstop regularly outside of him. On any other team, he could probably look forward to years of job security before he hits free agency in 2025. But on this team, Adames’ 2021 season is full of added pressure.

Adames made his major league debut in late May 2018; the month and a half he spent in the minors earned Tampa Bay an extra year of service time, which means he’ll go through his first round of salary arbitration after this season. Over his first three years in the majors, he’s been a player who’s above-average at many things but not good at any in particular, compiling a 106 wRC+ at the plate, oscillating between good and bad defensive seasons, and posting a total of 5.7 WAR. He’s a solid contributor to a team with championship aspirations. The problem is that he’s about to get a raise at exactly the wrong time.

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Szymborski’s 2021 Breakout Candidates: Hitters

One of my favorite yearly preseason pieces is also my most dreaded: the breakout list. I’ve been doing this exercise since 2014, and while I’ve had the occasional triumph (hello, Christian Yelich), the low-probability nature of trying to project who will beat expectations means that every time you look smart, you’re also bound to look dumb for some other reason. Looking back at last season’s breakout list, there were a number of selections I was happy with once the season ended — Eloy Jiménez, Dinelson Lamet, Dansby Swanson, Dylan Bundy — but then I remember Mitch Keller’s walkalicious 2020 and Victor Robles dropping 27 points of wRC+ and my cringe-sense starts to tingle. Since I’m doing separate lists of hitters and pitchers this year, let’s waste no more time with the opening spiel. To the hitters!

Vladimir Guerrero Jr., Toronto Blue Jays

Perhaps not the gutsiest call, but it feels to me like people have soured way too much on Vladito. A 112 wRC+ won’t win any Silver Sluggers, but we have to remember he was just 21 last season. Let’s imagine that Guerrero Jr. wasn’t part of the imperial-Vlad bloodline and was just a guy in Triple-A in 2020 (in an alternate universe where the minor league season existed). If we translate Guerrero’s actual major league performance into a Triple-A Buffalo line, ZiPS estimates that he would’ve been hitting .288/.370/.526 as a 21-year-old in the International League. Would anyone be disappointed with this line? There would be cries of Free Vlad! echoing through the streets by June. I think players like Juan Soto and Fernando Tatis Jr. have spoiled us for normal awesome prospects.

While I don’t usually fall for the whole “best shape of his life” stories in spring, I think I’ve fallen for it this time. Guerrero was carrying a lot of weight for a 21-year-old; I weighed less at 21, and my main aerobic exercise was hauling cases of beer into my house. He dropped a lot of weight this winter, so I take this one more seriously than the usual stories, which involve a guy losing 10 pounds or having some secret abs that people gush about.

ZiPS Projection Percentiles – Vladimir Guerrero Jr.
Percentile BA OBP SLG AB R H 2B 3B HR RBI BB SO SB OPS+ WAR
90% .289 .368 .572 537 84 155 38 6 34 111 64 78 4 150 4.7
80% .284 .357 .540 543 82 154 36 5 31 107 58 85 3 139 4.0
70% .279 .350 .521 545 80 152 35 5 29 103 56 88 2 133 3.5
60% .278 .347 .506 547 78 152 34 5 27 99 54 93 2 128 3.2
50% .275 .342 .486 549 77 151 33 4 25 96 52 96 2 122 2.7
40% .274 .339 .472 551 77 151 32 4 23 93 50 99 1 117 2.3
30% .272 .336 .457 552 75 150 31 4 21 89 49 103 1 113 2.0
20% .267 .327 .440 555 73 148 30 3 20 87 46 109 1 106 1.5
10% .266 .324 .425 557 72 148 29 3 18 84 44 119 1 102 1.2

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In Expected Move, MLB Delays Triple-A Season

On a day when the COVID-19 headlines in the U.S. ranged from very good to very bad, ESPN’s Jeff Passan reported that Major League Baseball plans to delay the start of the Triple-A season by at least four weeks, and perhaps longer. Though it’s a bummer to at least some degree, the move — which does not affect MLB’s scheduled opening on April 1 — was anticipated within the industry. It addresses significant safety and economic concerns that come with operating the sport amid the ongoing pandemic, in part by reestablishing alternate training sites for each team to draw players from if and when roster moves are made.

The Triple-A season was scheduled to begin on April 6 — that’s for the Triple-A East teams (ugh on the generic league names), with Triple-A West teams starting on April 8 — but with the change, teams at that level are tentatively slated to open on May 4 (East) and May 6 (West), about the same time that Double-A and Single-A classifications open (the delay to their seasons was reported at Baseball America in January). The Triple-A schedule will be shortened from 142 games to 120, the planned length of the lower levels, with the season running until September 19 for East teams and September 21 for West teams.

MLB’s executive vice president of baseball operations Morgan Sword said in a statement, “This is a prudent step to complete the Major League and Minor League seasons as safely as possible, and we look forward to having fans back in ballparks across the country very soon.” The league sent a memo notifying teams of the delay, and many minor league affiliates relayed the message to the public via their social media accounts. For example:

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Fast-Rising Tigers Prospect Alex Lange Nerds Out on His Curveball

Alex Lange was asked about his breaking ball on a Zoom call yesterday, and the more he said about it, the more I wanted to know. Initially, the fast-rising, 25-year-old Detroit Tigers prospect told the small cadre of reporters that he doesn’t consider the pitch a slider, as it’s often categorized. Rather, he considers it a curveball “because of the spin axis.” Lange added a few details, albeit without getting especially nerdy.

I asked Lange — a likely Top 10 in our forthcoming 2021 Tigers Top Prospect rankings — if he’d like to nerd-out on the plus offering. He was happy to oblige.

“Analytically, you look at the pitch and it’s not very good,” said Lange, who was drafted 30th overall by the Chicago Cubs in 2017 and subsequently dealt to Detroit two years later as part of the Nick Castellanos deal. “The spin efficiency is anywhere from 45% to 55%, and when you think of a breaking ball, or a curveball, you’re like, ‘Nah, that’s not very good.’ The depth on it is negative-10 to negative-12 inches of vertical break, so you’re like, ’Nah, it’s not very good.’ But when it’s thrown hard with the spin axis being as close to six as it gets sometimes, that’s where we’re getting the swings-and-misses and takes on it. That’s because you’re not seeing the dot. You’re seeing the ball rotate just like my four-seam rotates, but in the opposite direction. And it’s hard, and it’s late. I think that’s why it’s effective. I just try to stay on top of it, rip it straight down, and get 12-to-six action on it, and try to pair it with the heater.”

As expansive as that answer was, followups were order. I asked the right-hander about the spin rate on his curveball. Read the rest of this entry »


A Yordan Alvarez Appreciation Post

You’re probably still underrating Yordan Alvarez. I don’t mean this as a slight. I’ve never met you, most likely. I don’t know what you think about Alvarez. Maybe you’re a friend, or a hopeless Astros homer who thinks that every player they acquire will turn into Mike Trout, or just someone who believes in small-sample breakouts. But the odds are, you don’t remember how good Alvarez has been.

Let’s demonstrate some of this with lists. Here is a list of the top five hitters in baseball, as projected by Steamer and ZiPS:

Best Projected Hitters, 2021
Player Proj wOBA Proj OPS
Juan Soto .414 1.017
Mike Trout .410 1.007
Ronald Acuña Jr. .391 .944
Freddie Freeman .386 .933
Yordan Alvarez .382 .935

The best player in baseball, two of the game’s brightest young stars, the 2020 NL MVP, and then Alvarez.

Is that where Alvarez lines up in your head? Probably not. That’s no fault of your head — he only played in two games last year, and only 89 so far in his major league career. Our brains aren’t wired to see a debut and think of someone as one of the best players in the game. No one’s wondering whether Kyle Lewis or Ke’Bryan Hayes is Freeman’s equal with the bat. That’s just not how baseball works. Read the rest of this entry »


Finding a Fit for Jackie Bradley Jr.

While Jake Odorizzi is clearly the top free-agent pitcher still available as March opens, Jackie Bradley Jr. is the market’s top position player still on the shelves, No. 18 overall on our Top 50 Free Agents list. Beyond the fact that they and their agents may have aimed too high with their contractual desires in an industry still feeling the economic pinch of the COVID-19 pandemic and treating the $210 million Competitive Balance Tax threshold as a salary cap, the pair don’t have a ton of similarities beyond their availability. But like Odorizzi, Bradley could provide a clear boost to a contending team.

Bradley, who turns 31 on April 19, spent the past 10 years in the Red Sox organization after being chosen as a supplemental first-round pick out of the University of South Carolina in 2011. It took him awhile to find his footing in the majors: Since he couldn’t keep his batting average above the Mendoza Line over the course of 530 plate appearances in 2013–14, he bounced up and down between Triple-A Pawtucket and Boston and spent nearly half of 2015 on the farm as well before finally sticking around for good.

Since the start of the 2015 season, Bradley has produced at about a league-average level offensively (.247/.331/.438, 102 wRC+) and provided exceptional and often spectacular defense. His +33 DRS in center field is tied for fifth in the majors in that span, and his 19.9 UZR is sixth, though he’s somewhere around 10th or 11th on a prorated basis, depending upon the innings cutoff one chooses. Likewise, his 42 runs via Statcast’s Runs Prevented metric ranks sixth since the start of 2016. In a league where Kevin Kiermaier has dominated the defensive metrics, Bradley has just one Gold Glove to show for his efforts, but he’s nonetheless put together some enviable highlight reels. Here’s one that covers just the last eight weeks of his work:

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Jason Heyward’s Age-30 Season Looked A Lot Like His Age-20 Season

Here are two seasons, played 10 years apart:

Jason Heyward Batting Numbers, 2010 & 2020
Year PA AVG OBP SLG BB% K% ISO wRC+ WAR/600
2010 623 .277 .393 .456 14.6% 20.5% .179 134 4.43
2020 181 .265 .392 .456 16.6% 20.4% .190 131 5.96

We’re used to seeing a hitter’s numbers change over the course of that many seasons — sometimes improving in some areas, often declining in others. A table like the one above suggests both an incredible sustaining of abilities and an undying faith in approach. Ironically, that is not the story of Jason Heyward, a player who has been neither consistent in his performance nor trusting of his own approach, having tinkered constantly with his swing mechanics and his goals as a hitter. What the table above omits are the nine seasons between 2010 and 2020, which showed many different versions of Heyward that add up to a hitter far less valuable than the ones that bookend them.

Jason Heyward Career Batting Numbers
Year PA AVG OBP SLG BB% K% ISO wRC+ WAR/600
2010 623 .277 .393 .456 14.6% 20.5% .179 134 4.43
2011-19 4,957 .260 .337 .407 9.8% 16.9% .148 104 3.21
2020 181 .265 .392 .456 16.6% 20.4% .190 131 5.96

To me, this table is much more interesting than the previous one, providing more information and simultaneously prompting more questions. Heyward started off as a very good hitter, then averaged merely okay performances for the next nine seasons, then suddenly reverted back to his rookie self as a 31-year-old during a pandemic year. The second table is the story I’d like to talk about. (You may be asking, “Then why show us the first table at all?” And to that I say, writing ledes is hard.)

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