Archive for Daily Graphings

On the Road Again?

Baseball is starting.

Selfishly, I’m excited. I love the game. And we need it here at FanGraphs. We can get ready for Opening Day with transaction analyses, prospect rankings, and various pre-season activities. But once the snow melts and temperatures warm (at least here in Midwest), we need games so we can talk about individual moments and the broader standings, and keep the content machine grinding away.

Behind that hum of activity, though, there’s still a pandemic. The overall state of COVID-19 is starting to improve in the US if you look at the numbers. Vaccinations are beginning to roll out, albeit not at the rate anyone would like, and important metrics like the positivity rates and total cases are in decline in most places relative to where they were at the end of last year. While those recent trends are likely cold comfort to those grappling with the disease every day, it does feel like there is finally light at the end of the tunnel.

But even with the situation improving, the pandemic is far worse than it was when everything shut down last March. Baseball is still starting up, however, and for scouts, it’s time to go to work. I ran around with a lot of these people during my time with the Astros and in my prior media days. I got to know many of them, and learned so much from talking with them. And because travel comes with the job, their health is in peril, perhaps even more so than that of the players and personnel who accompany a big league team. Due to the nature of their work, they’re not protected by any kind of bubble system, or mandatory testing schedule. It’s hard for it not to feel kind of gross.

The range of plans for dealing with scouting in the midst of what is still very much an active pandemic is wide. For some, it’s business as usual, with their amateur group blanketing the country as it did before we worried about packing masks and hand sanitizer, as if all of this never happened, or more importantly, wasn’t actively happening. Most teams have some sort of restrictions in place, trying their best to keep scouts local, and limiting plane rides only to cross-checkers; others have gone as far as to trying to limit air travel and hotels for all staff as much as possible. But seeing players remains priority one. Read the rest of this entry »


Brad Miller and Marwin Gonzalez Find New Homes

As we near the opening of spring training, two more players have found new homes, as utility players Brad Miller and Marwin Gonzalez signed major league contracts for the 2021 season. Gonzalez’s deal is a one-year contract with the Red Sox worth $3 million; Miller signed with the Phillies for similar compensation.

Utility players have always been a part of baseball, but they got a special showcase in the 2020 World Series, as the Dodgers and Rays are two teams that highly value defensively flexibility. Role players of this type tend to live a fairly anonymous existence, though there have always been special cases such as Tony Phillips. For Los Angeles, Enrique Hernández (now with Boston) and Chris Taylor were both key members of the team in recent years, and even in big seasons, the team’s been willing to have star players like Cody Bellinger and Max Muncy play extensively at multiple positions. Tampa Bay, on a self-imposed shoestring budget, has utilized Joey Wendle, Mike Brosseau, Yandy Díaz, and Yoshi Tsutsugo (among others) at multiple positions. The Padres appear to be showing few qualms about using last year’s NL Rookie of the Year runner-up, Jake Cronenworth, at multiple positions, as well as the recently re-signed Jurickson Profar.

To look at how this has changed historically, I went back to 1950 (when we started getting dependable outfield positional breakdowns every year) and tried to make a definition of a “supersub” season. I used seasons in which a player played at least four positions for at least 10 games apiece, not including DH, with those limits reduced proportionally for seasons with fewer than 162 games. In 2019, 17 players fit this description, more than the entire 1950s combined; as recently as 1990, there were only three supersub seasons total (Lance Blankenship, Casey Candaele, Eric Yelding). Both Miller and Gonzalez are among this group.

There was a bit of a downtick in 2020, but it was also an odd year, and teams had fewer roster constraints that necessitated supersubs. The trend towards teams valuing versatility is real, though, and in some ways, it comes full-circle to early baseball history, when positions were considered more fluid, even for Hall of Famers like Honus Wagner.

Read the rest of this entry »


Greg Bird Takes Flight To Colorado

Greg Bird hasn’t been right since 2015. The Rockies haven’t gotten acceptable production from their first basemen since 2014. This could be the start of a beautiful relationship — or it could amount to nothing, as most minor league deals do. We’re about to find out, as the Rockies announced on Thursday that they’ve signed Bird to a minor league contract with an invitation to spring training.

Bird, who’s still just 28 years old, is coming off a more miserable 2020 than most of us. Bad luck in the injury department, a constant throughout his major league career, continued to dog him to the point that he didn’t take a single competitive plate appearance for either of the two organizations with whom he signed minor league deals. Cast adrift by the Yankees in November 2019 — we’ll get to the saga that led there — he initially signed with the Rangers last February, and after getting called up from the alternate training site in late July, before he could play a single game, he strained his right calf. After a 10-day stint on the Injured List, he was designated for assignment and elected free agency. Upon signing with the Phillies in mid-September, he came up positive for COVID-19 during his intake testing, and never even made it to the alternate site.

That Bird has landed with the Rockies makes sense given his area ties. He’s a graduate of Grandview High School in Aurora, Colorado, where he caught Kevin Gausman, who was a year ahead of him. Shortly after earning the Gatorade Player of the Year award for Colorado in 2011, Bird was drafted by the Yankees in the fifth round, and soon moved to first base. His major league career, which began on August 13, 2015, started with great promise, for soon after arriving, he became a lineup regular once Mark Teixeira suffered a season-ending fracture after fouling a ball off his right leg. Bird, 22 at the time, proceeded to launch a flurry of home runs — 11 in 178 plate appearances while batting .261/.343/.529 (137 wRC+), making him the clear heir apparent as the 36-year-old Teixeira limped into the final season of his eight-year contract.

Unfortunately, the story unravels from there. Bird missed all of 2016 after undergoing surgery on his right (throwing) shoulder to repair a torn labrum, the recurrence of an injury he’d suffered the previous May. Towards the end of a promising spring in 2017, he fouled a ball off his right ankle and played through it, going on the DL on May 2 after starting the season in a 6-for-60 skid, then undergoing surgery to remove the os trigonum bone in his ankle, which sidelined him until late August. Though his final numbers were dreadful (.190/.288/.422, 87 wRC+), he hit a respectable .253/.316/.575 with eight homers in 98 PA upon returning, and then .244/.426/.512 with three homers in 54 PA during the postseason, highlighted by an upper-deck solo homer off Andrew Miller that provided the only run in Game 3 of the Division Series. Greg Bird was back, baby! Read the rest of this entry »


Should Good Hitters Lead Off? FanGraphs Investigates

This story starts, as all good stories do, with me recounting the time one of my coworkers and I discussed something. Okay, fine, very few good stories start that way — almost none, in fact — but bear with me. This (non-baseball) coworker, someone who I consider very bright and very interested in baseball, told me he didn’t really believe in wRC+, even after I’d shown him some articles describing it.

Why, I wondered, didn’t he believe in it? It’s so elegant! The math is right there! How can you not like something that wraps up performance at the plate in a single number? No need to compare apples to oranges — you can juice everything to a pulp and simply count calories. His answer was simple: it doesn’t consider batting order.

“You’re telling me,” he said, “that you’d rather have Mitch Moreland as a leadoff hitter than Xander Bogaerts?” It was 2017, and we were working in the Northeast, which explains why both players were Red Sox and why this question was even close. “His wRC+ is higher, but he’d be worse at leadoff. He doesn’t get on base enough.”

To be honest, it’s a compelling argument. I didn’t really have the intellectual tools or the time to counter it. I went with the old tried and true method: I vaguely mentioned something about context-neutrality in the long run, said I had some bonds to arbitrage or whatnot, and went back to work, ending the conversation without conceding defeat.

Fast forward to today, and I still don’t have a wonderful answer to my former co-worker’s point. I do have a computer program that simulates games, though, so I decided to come up with a quick and dirty check. What if we plugged real hitters with similar one-number batting statistics but who get there in wildly different ways into the lineup? Would we learn anything? Would I be able to write 1,500 words about it and entertain the masses? I guess we’ll find out! Read the rest of this entry »


Detroit Adds Some Lineup Insurance in Renato Núñez

The 2020 season wasn’t entirely full of the doom and gloom that has been the norm in Detroit over the last half decade. Offensively, the Tigers improved over a dismal 2019 performance, and much of that was driven by Jeimer Candelario’s breakout. After emerging as a top prospect with the Cubs and joining the Tigers in a 2017 trade deadline deal, he had a tough time establishing himself in the majors, but he seemingly put everything together last year, posting career-best marks in ISO, wRC+, and strikeout rate.

But even though Candelario looked like he was making good on the promise he showed as a prospect, there were some concerns. As Tony Wolfe wrote when he looked into his breakout back in September:

“Behind the slash line, there is a mix of positives and negatives. His strikeout rate is down, but so is his walk rate. His isolated power is way up, but his BABIP is a flashing yellow caution light. There have certainly been more foolproof 44-game breakouts than Candelario has had, so it’s fair to wonder what his line looks like once we’re further removed from his recent homer surge and his BABIP returns to earth’s atmosphere.”

There are enough positive developments in Candelario’s plate approach and his quality of contact that these concerns might be forgotten this summer. But just in case things turn sour, the Tigers invested in a discount insurance policy by signing ex-Orioles infielder Renato Núñez to a minor league deal with an invitation to spring training.

Read the rest of this entry »


You’ll Never Guess Where Yadier Molina Signed

In a move that had become a foregone conclusion, on Monday Yadier Molina and the Cardinals finalized a one-year deal that returns the iconic catcher to the only team he’s ever known. The agreement caps an eventful 11-day stretch that included the return of longtime Cardinals righty Adam Wainwright, who was also a free agent, as well as the blockbuster trade that landed Nolan Arenado. While Molina’s new deal doesn’t ensure that he’ll end his career in St. Louis, it’s clear that the 38-year-old backstop is eying the finish line.

Drafted out of a Puerto Rico high school by the Cardinals in the fourth round in 2000, Molina had never tested free agency before thanks to a trio of multiyear extensions, the latest of which was a three-year, $60 million deal signed in April 2017. His new contract thus represents a significant pay cut, as he’ll get $9 million for the 2021 season, with no additional incentives or options. Then again, with 1,989 games caught so far — a total that’s sixth on the all-time list — he’s not the player he once was.

Molina hit a thin .262/.303/.359 with four homers in 156 PA in 2020, and walked a career low 3.8% of the time. His on-base percentage was his lowest mark since 2006, and both his slugging percentage and his 82 wRC+ were his lowest since 2015. His 84.7 mph average exit velocity was his lowest of the Statcast era; that figure placed him the fourth percentile overall, as did his 25.4% hard-hit rate. You’ll be shocked to learn — unless you’ve been following more than a decade’s worth of jokes on my Twitter account about the glacial movement of Molina and his older brothers José and Bengie — that his sprint speed finally reached the first percentile after years of… slow decline. Read the rest of this entry »


The Giants Throw Some Bullpen Darts

Earlier this offseason, Dan Szymborski wrote about the Giants’ remade rotation and the strategy behind it. In short: Alex Wood and Anthony DeSclafani were interesting free agents, and without much chance of reaching the playoffs, the team opted to buy low and hope to catch lightning in a bottle. In the weeks since, San Francisco has repeated the same project, only this time for the bullpen, highlighted by Jake McGee’s two-year, $7 million dollar deal announced on Tuesday.

McGee joins a sampler platter of relievers who might be good on cheap deals. In early December, the Giants signed Matt Wisler to a one-year deal. Later that month, they signed John Brebbia, who will spend at least the first half of the year rehabbing from Tommy John surgery but could be a late-season bullpen piece. They’ve also extended minor league deals to Dominic Leone, James Sherfy, Silvino Bracho, and Zack Littell. Spaghetti, meet wall.

McGee is the most interesting member of this group, which explains why he got two years and real money while everyone else got only a single year. He combines three things that teams look out for in relievers: he strikes out more batters than average; he walks fewer batters than average; and he’s left-handed. Those three traits alone are enough to get a job, and indeed, the Dodgers signed McGee to a one-year deal before 2020 when he was coming off back-to-back -0.3 WAR seasons.
Read the rest of this entry »


Josh Staumont Talks Pitching

Josh Staumont has intriguing StatCast numbers. The 27-year-old Royals right-hander ranks in the 99th percentile for fastball velocity, and his curveball is 91st percentile in spin rate. That combination helped produce a 2.45 ERA and 37 strikeouts over 25.2 relief innings last year. A former second-second pick whose command issues have dogged his development path, Staumont allowed just 20 hits but walked 16 batters.

There’s another metric on Staumont’s Statcast page that jumps out just as much as his velocity and spin. When the Azusa Pacific University product didn’t miss bats, the results tended to be loud. Somewhat remarkably, given that he had a solid season overall, Staumont was 2nd percentile in hard-hit rate — not second best, but rather second worst among his contemporaries.

Staumont addressed that conundrum, as well as his high-profile arsenal and his love-hate relationship with pitching analytics, over the phone last week.

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David Laurila: Looking at your Statcast numbers, I see elite velocity and a lot of spin. What do those things mean to you?

Josh Staumont: “Looking at the metrics of baseball… it’s kind of a fickle theme. You see all these numbers, and some of them are leaning toward more consistency. Others are a little atypical. Personally, I see it more as an effort-based system. That kind of goes hand-in-hand with how baseball is progressing. I believe the floor is getting raised a little when it comes to the talent threshold, with all the access to data, the access to training, and things like that. Analytically, I think the focus on numbers has allowed for progression based off of numbers. Read the rest of this entry »


High-Tech Contact Tracing, Vaccines, and Runners on Second in Extras: A Dive Into the 2021 Health and Safety Protocols

They’re baaaack. If you didn’t get enough of the runner-on-second in extra innings rule or the seven-inning doubleheader games that were introduced at the major league level in 2020, fear not, because they’re part of the package of health and safety protocols agreed to between Major League Baseball and the Players Association for this coming season. Those two breaks with tradition, which received mixed reviews from fans but surprisingly favorable ones in other quarters, were adopted in an effort to reduce the amount of time players and other personnel spend at the ballpark and thus lower their risk of exposure to COVID-19. Their continuation is the most noticeable from among a comprehensive set of practices designed to build upon what the league and players learned in completing the pandemic-shortened 2020 season, both from their own experience and in watching how other leagues completed their seasons.

Developed as a collaboration between the league and the union, and in consultation with medical experts, infectious disease specialists, and experts from other leagues, the agreement keeps major league baseball on track to open spring training on February 17 and the regular season on April 1. It was finalized on Monday night, though it’s subject to adjustment depending upon the circumstances related to the pandemic — including, hopefully, the relaxation of some practices as conditions improve due to mass vaccinations. Most notable among the new rules are wearable technology for the purposes of contact tracing as well as potential fines and even suspension for players who violate protocols, and limited access to in-game video. Left out is the fate of the universal designated hitter, which last year was included within the health and safety protocols but which MLB is intent on reclassifying as an economic matter. Both that and an expanded playoff structure, two issues the league attempted to tie together in previous negotiations, could still be revisited before the start of the season.

Prior to 2020, the extra-innings rule and seven-inning doubleheader games had both been used in the minor leagues to varying degrees. Their adoption not only was intended to reduce potential exposure to the coronavirus but to preventing pitching staffs from being overtaxed, particularly within the context of making up games postponed due to weather or health and safety matters.

The extra-innings rule calls for each half-inning after the ninth to begin with a runner on second base, creating an immediate level of urgency and increasing the chances that extra-innings games end more quickly. In that regard, the rule did what it was supposed to do. As I noted in November while polling FanGraphs readers on their reception of last year’s rules changes, extra-inning games averaged 10.29 innings in 2020, down from 11.14 in ’19 and 11.04 in ’18. The percentage of games going past 11 innings dipped to 0.7%, down from 2.3% in 2019 and 2.8% in ’18. More than three-quarters of our readers who participated in the poll (the full results of which are here) did not want to see the rule retained. Read the rest of this entry »


Seven Takeaways From Our Playoff Odds

Earlier this week, as is tradition, FanGraphs founder David Appelman went into his garage, turned off all the lights except for some candles, and performed a dark and arcane ritual. Then he went back inside, pushed a few buttons on his computer, and now we have playoff odds for 2021!

Okay, fine, that isn’t exactly how it went down, but it’s close. Our playoff odds incorporate little pieces of a lot of features you’ve already seen on the website. We start with a blended projection that incorporates ZiPS and Steamer’s rate statistic projections. We add in playing time projections from RosterResource, which incorporate health, skill, and team situation to create a unified guess for how each team will distribute their plate appearances and innings pitched.

With playing time in hand, we use BaseRuns to estimate how many runs each team will score and allow per game based on our earlier blended rate statistic projections. That gives us a schedule-neutral win percentage for each team, because you can turn runs scored and runs allowed into a projection via the Pythagorean approximation. From there, we simulate the season 10,000 times, with an odds ratio and a random number generator determining the outcome of each matchup. Voila! Our playoff odds.

Why am I telling you all of this? First, so you can look at them. They’re accessible from the main page, but you can also click here to dive in. Second, because I’m going to walk through some projections I found interesting, as well as a few places where the gap between common perception and our odds merit an explanation. Let’s get started! Read the rest of this entry »