Archive for Daily Graphings

The Diminishing (but Positive) Returns of Tanking

Before we get going, a heads up: this article is about a mathematical model that explains tanking. I’ll give you a preview. The way baseball is currently set up, it’s no surprise teams tank. If you want to fix that, the game’s competitive structure must change. I suggest a few ways to accomplish that change at the end of the article, but be warned: the bulk of this is a no-nonsense dissection of why teams keep tanking even as the returns go down. Personally, I think the game should make the changes I suggest, because the boom and bust cycle of team contention makes for a fraught fan experience. The way the game is set up now, however, it’s no surprise that teams do it.

The logic behind tanking is straightforward and solid. Being in the middle is the worst; there are no prizes for winning 85 games, flags fly forever, and so on and so forth. You’ve surely heard it enough times that you don’t need a repeat, but just for completeness’s sake, we’ll do it one more time.

By trading present concerns for future value, you make your team better in the future. As a byproduct of trading present concerns away, your major league roster gets bad — bad enough, hopefully, that you’ll move to the top of the draft. Additionally, with no pesky need to be competitive, you can use your major league roster to give borderline players extended tryouts. Hit on a few of them, and that’s even more tailwind for the future.

In essence, tanking is making a bet that taking a step back now will let you take two steps forward sometime in the future. Even if that isn’t the case, being quite bad for a while and then quite good for a while sure sounds better than being mediocre the whole time. Tanking works on both axes, which explains its continued appeal. Do you think your team will win something like 77 wins? Blow it up! 75 wins? Blow it up! 70 wins? You guessed it. Read the rest of this entry »


Mariners Begin to Address Their Historically Bad Bullpen

After going all in on their rebuild in 2019, the Mariners have cycled through what seems like a million different pitchers in just two years. (The real figure is 61, the highest number of pitchers used by any team over the last two seasons.) That shouldn’t be surprising considering general manager Jerry Dipoto’s reputation for roster churn and the team’s goal of building a contender in just a few years time; scouring the waiver wire and the Mariners’ minor league system for pitchers who might show enough promise to stick around for a while requires a constant flow of transactions.

Finding plenty of lumps of coal in their quest to uncover those hidden gems, Seattle’s bullpen has been particularly bad as the team prepares to contend again. Over the last three decades, no relief corps has posted a league- and park-adjusted FIP worse than the 2020 Mariners, 33% below league average. They would have had the worst league- and park-adjusted ERA too if it weren’t for the 2020 Phillies’ atrocious bullpen and their 7.06 ERA. When we adjust their collective strikeout-to-walk ratio for their historical context, the 2020 Mariners had the fourth worst K/BB+ in that period, 37% worse than league average.

With their eyes set on coming out of their rebuild as early as next year — but more realistically in 2022 — Dipoto has made addressing that historically bad bullpen a primary goal of this offseason. The Mariners already re-signed Kendall Graveman, one of the few bright spots in the bullpen this year, and selected Will Vest in the Rule-5 draft last week. Yesterday, they took another next step in bolstering their bullpen by acquiring Rafael Montero from the Rangers. In return, 17-year-old prospect Jose Corniell and a Player To Be Named Later are headed to Texas. Read the rest of this entry »


Two Easy Ways To Make Baseball a Better Game

Baseball is great, but it can be better. While earlier versions of this piece had an overwrought and overly long intro on the delicate balance between the intimacy of the pitcher-batter matchup and the frenzied multi-actor action across beautiful acres of wondrous expanse resulting from a ball put in play, let’s just get to my suggestions to improve the play on the field.

Shrink the Strike Zone

One of the unfortunate side effects of the balls-in-play discussion is that strikeouts and walks tend to get lumped together. In reality, walks are a pretty static feature through baseball history, while strikeouts have fluctuated. Here’s a graph showing walk and strikeout rates over the last 50 years.

Over the last 50 years, the average walk rate has been 8.6%, which is the same as it has been the last five years, and over the last 10 seasons, it is 8.2. Whatever hitters and pitchers are doing in recent history, it hasn’t caused more walks. Strikeouts, though, have soared, and on average, there are about 26 fewer free passes per year over the last decade as opposed to the previous 40 years, compared to an additional 352 whiffs per team per year over the same time frame. While you can argue that the increase is due to changes in hitting philosophy, the average fastball has gone from 89 mph in 2002 to 93 mph last season, while pitchers throw more and more offspeed pitches and fewer pitches in the strike zone. It’s not batter philosophy causing the rise in strikeouts; it’s the pitching just getting better and also being better aided by an increase in the size of the strike zone of about 10%. Read the rest of this entry »


Red Sox Add Hunter Renfroe to Their Outfield

During the abbreviated 2020 season, the Red Sox saw their right fielders post an offensive line 30% above league average. It was a valiant effort on the part of Alex Verdugo and Kevin Pillar to replace the lost production of Mookie Betts. But with Pillar out of the picture and Verdugo seemingly shifted over to center to replace the departed Jackie Bradley Jr., that Betts sized hole in right field loomed large for the second straight offseason. On Monday, Boston addressed that need by signing Hunter Renfroe to a one-year, $3.1 million contract, with additional incentives that could bring the total amount to $3.7 million.

Earlier this offseason, Renfroe was cut loose by the Tampa Bay Rays after they balked at the raise he was scheduled to receive in his first year of arbitration. (MLB Trade Rumors projected his arbitration salary to fall between $3.6 million and $4.3 million.) His escalating salary combined with a significant step back in performance on the field made the decision easy for the penny-pinching Rays.

After establishing himself as a legitimate power threat in San Diego, Renfroe was shipped off to the Rays in the Tommy Pham deal prior to the 2020 season. During his first four seasons in Southern California, he launched 89 home runs for the Padres, backed by a .259 ISO, an 11.0% barrel rate, and a 39.2% hard hit rate. Despite a propensity to strikeout a little too often, he was five percent better than league average at the plate as a Padre. In his lone season in Tampa, his wRC+ fell to a career-low 76, though his power seemed mostly intact. His barrel rate dipped a couple points to 9.3% leading to a corresponding dip in his ISO to .238, but his hard hit rate stayed stable.

Read the rest of this entry »


The Reds Aren’t Done Yet

Before the 2020 season, the Cincinnati Reds were a team on the rise. For two straight seasons, they’d built for the present, acquiring a dynamic pitching staff and attempting to rebuild their once-potent lineup. 2020 was going to be their year, the last year before Trevor Bauer’s free agency and the first with Mike Moustakas, Nick Castellanos, and Shogo Akiyama in tow.

The year didn’t work out particularly well for them, though. Their pitching was excellent, but the offense sputtered, and they scored a literal zero runs in their two playoff games, one of which went 13 innings. Just like that, the season was over. The team has been busy so far this offseason — they non-tendered Archie Bradley and Brian Goodwin, extended Bauer a Qualifying Offer before seeing him leave, and traded relievers Raisel Iglesias and Robert Stephenson. They’re also reportedly open to dealing Sonny Gray. Is the Reds’ brief run over?

I’m not so sure. Yes, the Reds have gotten worse this offseason. There’s no arguing that. Their Cy Young winner left in free agency (assuming he doesn’t return to Cincinnati, which seems unlikely). They traded their closer to save $8 million. They might be trading one of their other two great starters to save a little more money. That all sounds bad, no doubt.

Heck, though: you can make anything sound bad by describing it that way. The Cubs non-tendered two high draft picks who both contributed in 2020 to save a few bucks. The Cardinals declined an option on Kolten Wong that would have been a bargain — they explicitly stated that it was entirely to lower their payroll commitments for next year. The Brewers didn’t want to pay Corey Knebel, so they sent him to the Dodgers, who very much wanted to pay Corey Knebel. Read the rest of this entry »


One of Baseball’s Strangest Teams Signs This Winter’s Strangest Free Agent

Players like David Dahl aren’t supposed to be free agents. He’s a 26-year-old outfielder with an above-average career wRC+, and he’s played just four seasons. He was also a first-round pick with the prospect hype to back that up all the way until his debut. Even though his most recent season was very bad — very, very bad — most years, a team wouldn’t even consider cutting a player like him loose with three years of team control still ahead.

This isn’t most years, though. The Rockies didn’t think the chance that Dahl would bounce back would be worth the meager salary he’d garner in his first arbitration year and elected not to tender him a contract for 2021. It took just nine days for another team to pick up the slack, as late Friday night, the Rangers reportedly signed Dahl to a one-year deal worth $3 million. Because he has only three years and change of service time in the big leagues, you can think of this as a one-year contract with two team options; Texas can keep him through 2023 if it wishes, so long as it picks up his arbitration-year salaries along the way.

That fact boosted the appeal of one of the more head-scratching free-agency cases on the market. Dahl’s 2020 was bad enough — he had a wRC+ of 10 and -0.8 WAR in just 24 games — that a contending team looking to plug a hole in its outfield couldn’t do so by signing him. Any team with playoff aspirations would likely want Dahl to take on a bench role, which would limit him in re-establishing his value. Better would be steady playing time with a rebuilding team, but with so many of those organizations searching for ways to minimize payroll the same way Colorado is, it was unclear who might be willing to pay up.

Enter the Rangers, a fittingly confusing team for a confusing free agent. Texas has been a losing team for four years now, and its road back to contention has always felt rather narrow. Despite this, the Rangers embarked on what Dan Szymborski described as a skinny rebuild — refusing to tear the whole thing down and instead attempting to add modest prospect talent without trading stars while simultaneously spending money on win-now free agents. Some teams, like Milwaukee, have assembled playoff rosters while undergoing similar retoolings. In the case of Texas, the result has been a rotation frighteningly short on depth, a lineup that collectively produced one of the worst seasons ever, and a farm system that doesn’t boast a single prospect in the 55 Future Value tier or higher. All the while, the division around the Rangers is only getting tougher.

Despite the declining product on the field, the last few weeks have seen what looks like a continuation of that strategy. Texas made the obvious sell it needed to, trading Lance Lynn to the White Sox for Dane Dunning and Avery Weems. Then it turned around and traded a Top-100 prospect to Tampa Bay for Nate Lowe. These moves seemingly butt heads in raw buy/sell math, but both fit into a more broad strategy Levi Weaver outlined at The Athletic: Acquire players who are MLB-ready but young enough to still be helping the club when the team’s next crop of prospects mature.

Dahl fits that mold. Despite his years of big league experience, he’s a young player still waiting for his opportunity to break out. It certainly didn’t happen in 2020. He hit .183/.222/.247 with a walk rate on the wrong side of 5% and a strikeout rate approaching 30%. His exit velocity was down nearly three miles per hour from the previous two seasons. He was a poor defender, and he missed time with injuries, just as he has every year of his career. There were just six players in baseball who hurt their teams more than Dahl in 2020, and I’m surprised the number is that high.

If you’re a Rangers fan, you’re probably wondering what the good news is. Fortunately, there are plenty of caveats. This was only a 24-game span we’re talking about, a sample that would take us into the third week of April in a normal regular season. If someone pronounced a player’s career dead after the first 24 games of the year, you would politely shush that person, and maybe urge them to take a walk and get some air.

Dahl’s 24 most recent games also bear little resemblance to his career to that point. He entered 2020 with a career line of .297/.346/.521, a 111 wRC+ and 3.7 WAR. He was a power/speed combo threat who had a knack for posting high batting averages in both the majors and the minors, and he was hardly a liability on defense. In fact, despite center field in Coors being one of the game’s most difficult assignments, both UZR and Statcast’s OAA metric actually prefer Dahl there than in the corners. Prior to 2020, he had done a pretty good job of playing like someone once selected 10th overall in the draft.

But the issues that felled Dahl in 2020 were nothing new. He has always whiffed a lot, and he’s below-average at taking walks. He’s also never stood out much when it comes to Statcast’s exit velocity and hard-hit rate metrics, placing in the 36th percentile in the former and the 51st percentile in the latter in 2019, and those were both career-bests. That isn’t to say Dahl was getting lucky before last year, though his expected numbers do tend to lag behind his actual totals. He just hasn’t shown particularly loud tools to this point.

There’s also the issue of Dahl’s health. He was called up way back in July 2016, opened his big league career with a 17-game hitting streak, and finished the year with a 113 wRC+ in 63 games. Before he could build on that hype the following year, he was diagnosed with a stress reaction in his rib, which caused him to miss the entire 2017 season save for 19 minor league games on rehab assignments. He wouldn’t rejoin the Rockies until late April 2018 and stuck around for only a little more than a month before suffering a broken foot and hitting the shelf for the rest of the year. He managed to log 100 games in 2019 before an ankle sprain once again ended his season prematurely in the first week of August. Following the 2020 season, Dahl elected to receive shoulder surgery, but said he should still be ready for spring training.

It’s difficult to imagine how Dahl’s performance wouldn’t be impacted by such a constant barrage of injuries over these past few years, which is why the Rangers aren’t investing in him because of anything they saw in his horrific 2020 season, or in any of the more successful seasons that preceded it. They’re doing it because they believe none of us have seen what he truly has to offer, and they probably aren’t wrong. Here’s hoping 2021 turns out to be a year of good health — for Dahl, and for all of us.


Mets Go Long With James McCann

Going into the offseason, the Mets had a huge hole at catcher, and with Steve Cohen taking over as owner, they also had a lot of money to spend. Those two forces have apparently combined, resulting in free-agent catcher James McCann making his way to New York. Robert Murray indicated a four year-deal was likely two weeks ago, last week Andy Martino reported talks were serious, with Ken Rosenthal reporting the sides were close to a four-year deal. On Sunday, it was Rosenthal who first reported a deal in the range of $40 million, pending physical, with Jeff Passan saying the deal was just over the $40 million mark. But while McCann is certainly an upgrade for the Mets at the position, the deal is curious given the years involved and J.T. Realmuto’s continued availability.

In our Top 50 Free Agents, I ranked McCann 33rd and expected a contract in the range of two years and $14 million; the average crowdsource numbers were in that same ballpark. Over at ESPN, Kiley McDaniel ranked McCann higher at 14th, but expected a modest deal of two years and $21 million, while Keith Law left McCann off his top-40 at The Athletic entirely. In his write-up for us, Jay Jaffe went over McCann’s plusses and minuses:

Quality catchers aren’t easy to come by these days, and for teams that can’t afford to offer a nine-figure deal to Realmuto and are loath to invest in a 38-year-old [Yadier] Molina (or simply aren’t the Cardinals), McCann offers a reasonable alternative. Admittedly, his track record for above-average play isn’t a long one; he was 0.7 wins below replacement as recently as 2018, and netted -0.1 WAR from 2014-18, that while hitting for just a 75 wRC+. Even so, his 3.8 WAR over the past two seasons is tied for fifth among catchers, while his 116 wRC+ is eighth. Read the rest of this entry »


JAWS and the 2021 Hall of Fame Ballot: Gary Sheffield

The following article is part of Jay Jaffe’s ongoing look at the candidates on the BBWAA 2021 Hall of Fame ballot. Originally written for the 2015 election at SI.com, it has been updated to reflect recent voting results as well as additional research. For a detailed introduction to this year’s ballot, and other candidates in the series, use the tool above; an introduction to JAWS can be found here. For a tentative schedule and a chance to fill out a Hall of Fame ballot for our crowdsourcing project, see here. All WAR figures refer to the Baseball-Reference version unless otherwise indicated.

Wherever Gary Sheffield went, he made noise, both with his bat and his voice. For the better part of two decades, he ranked among the game’s most dangerous hitters, a slugger with a keen batting eye and a penchant for contact that belied his quick, violent swing. For even longer than that, he was one of the game’s most outspoken players, unafraid to speak up when he felt he was being wronged and unwilling to endure a situation that wasn’t to his liking. He was a polarizing player, and hardly one for the faint of heart.

At the plate, Sheffield was viscerally impressive like few others. With his bat twitching back and forth like the tail of a tiger waiting to pounce, he was pure menace in the batter’s box. He won a batting title, launched over 500 home runs — 14 seasons with at least 20 and eight with at least 30 — and put many a third base coach in peril with some of the most terrifying foul balls anyone has ever seen. For as violent as his swing may have been, it was hardly wild; not until his late thirties did he strike out more than 80 times in a season, and in his prime, he walked far more often than he struck out. Read the rest of this entry »


Sunday Notes: Connor Seabold and the Art of the Changeup

Connor Seabold is a control artist with a plus changeup. Those qualities helped entice the Red Sox to acquire the 24-year-old right-hander as part of the August trade that sent Brandon Workman and Heath Hembree to the Philadelphia Phillies in exchange for Nick Pivetta. Seabold has since been added to Boston’s 40-man roster.

His artistry isn’t limited to the baseball field. Seabold’s father is a graphic designer, and the 2017 third-round pick out of Cal State Fullerton is a chip off the old block when it comes to pictorial ability.

“My first semester in college, I actually tried to be an art major,” explained Seabold, who impressed at Boston’s alternate training site and will compete for a spot in the Red Sox rotation next year. “That didn’t go well, especially with my baseball schedule — I had to tap out of it — but I can pick up a pencil and pad and draw whatever I’ve got on my mind. I’ve always kind of had a knack for it.”

Pitching is an even bigger passion, and it’s the development of his signature offering that’s turned Seabold into a promising prospect. Not only that, his low-90s four-seamer is sneaky good. Both came to the fore when I asked righty about his repertoire. Read the rest of this entry »


JAWS and the 2021 Hall of Fame Ballot: Torii Hunter

The following article is part of Jay Jaffe’s ongoing look at the candidates on the BBWAA 2021 Hall of Fame ballot. For a detailed introduction to this year’s ballot, and other candidates in the series, use the tool above; an introduction to JAWS can be found here. For a tentative schedule and a chance to fill out a Hall of Fame ballot for our crowdsourcing project, see here. All WAR figures refer to the Baseball-Reference version unless otherwise indicated.

Torii Hunter could go get it. Fluid and graceful while patrolling center field, he was renowned for his leaping, acrobatic catches and his willingness to sacrifice his body. He made a strong enough impression upon those who watched him that he won nine Gold Gloves during his 19-year career, more than all but three center fielders, namely Willie Mays, Ken Griffey Jr., and Andruw Jones. Hunter earned the nickname “Spider-Man” for his ability to climb outfield walls to steal home runs — something he did more than just about anybody else during his career — though one attempt to do so at Fenway Park left him with a broken ankle, and another a concussion.

“I’ll do anything to get that little white ball. I’ll put my life on the line,” Hunter told Sports Illustrated’s Albert Chen in 2005, sounding very much like the football player he was during his high school days in Pine Bluff, Arkansas. Hunter rose from difficult circumstances in Pine Bluff, including a father who was addicted to crack cocaine and friends who fell into the dead-end life of drugs, guns, and gangs. His athleticism helped him escape, though when he entered professional baseball as a first-round pick of the Twins in 1993, his talent was more raw than most.

The development of Hunter’s bat lagged behind his glove early in his career, but eventually, he improved to became an above-average hitter with multiple dimensions to his game. From 2001-13, he averaged 23 homers and 13 steals per year while hitting for a 115 OPS+, delighting fans with his penchant for the spectacular play, and gaining a reputation within the game for being a vocal clubhouse leader. In that span, he made five All-Star teams and helped the Twins, Angels, and Tigers to the playoffs eight times, though he never got further than the American League Championship Series with any of them.

Eligible for the Hall of Fame for the first time this year, Hunter has superficially strong counting stats to go with his collection of Gold Gloves and his impressive highlight reel. In that regard, he bears some resemblance to fellow candidate Omar Vizquel, who surpassed the 50% threshold in his third year of eligibility. But Hunter didn’t have quite the longevity or visibility of Vizquel. Both players’ cases are on shakier ground when it comes to advanced statistics — particularly the defensive metrics — but Hunter is at a disadvantage because this ballot has a directly comparable center fielder in Jones, whose strong defensive numbers support his case yet who has struggled to get voters’ attention due in part to the shape of his career. Like Jones, Hunter might stick around the lower reaches of the ballot, though it’s not outside the realm of possibility that he falls below the 5.0% threshold.

2021 BBWAA Candidate: Torii Hunter
Player Career WAR Peak WAR JAWS
Torii Hunter 50.7 30.8 40.7
Avg. HOF CF 71.3 44.7 58.0
H HR AVG/OBP/SLG OPS+
2,452 353 .277/.331/.461 110
SOURCE: Baseball-Reference

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