Archive for Daily Graphings

The State of League Parity

Mookie Betts
Rick Scuteri-USA TODAY Sports

With players and team personnel reporting to their spring camps, the 2023 season is almost upon us, with 30 teams set to play over 2,000 games in an effort to qualify just for a chance to reach the ultimate goal of a World Series. It’s a marathon of unparalleled scale in American professional sports, and when all is said and done, some of those teams may be separated by as little as one or two wins — or, though it hasn’t happened since the tragic assassination of Game 163 last winter, any of a series of tiebreakers buried somewhere in the season standings.

That such a long race can come down to the final days is part of what makes our sport brilliant, like some amplified version of Monday’s UAE Tour cycling photo finish my colleague Michael Baumann shared on Twitter. It is part of what makes us all tune in so faithfully for this marathon; over a long summer, the margins between the playoff-bound and the homebound can be paper thin. Just ask last year’s 87-win Phillies and 86-win Brewers, who finished their seasons with extremely different tastes in their mouths.

All this to say: competitive balance is, well, a delicate balance, and with the debut of our 2023 playoff odds last week, there’s no time like the present to evaluate the state of the league from a parity perspective. Competitive parity in MLB has been a hot topic for the better part of a decade as we’ve started to see megateams like the Dodgers and Astros routinely eclipsing 100 wins, and others getting more comfortable with finishing somewhere around 60. In the five full seasons since 2017, 17 teams have reached 100 victories; just five did so in the previous 11 years. On the other side of the standings, prior to 2019, there had been just one season in which as many as four teams lost 100 games; then four clubs did so in each of the 2019, ’21, and ’22 seasons. With that in mind, here’s a look at the disparity in team winning percentage at the end of each season since 1960:

A few things are clear: measures of parity are pretty susceptible to swings in either direction, and as for right now, we are playing through a particularly disparate era. After a seven-year low in 2014, disparity spiked over the next five years to a peak standard deviation of .098 in 2019 before effectively leveling out around .090 in the last three. Left unchecked, this could pose a risk to the delicate balance of maintaining an exciting and marketable 162-game regular season. A wider spread means fewer tight playoff races and more teams with known playoff fates in the latter months of the regular season. Read the rest of this entry »


Get Bent, Tax Rules

Yu Darvish
Orlando Ramirez-USA TODAY Sports

Yu Darvish’s six-year, $108 million extension with the Padres looks innocuous enough. Darvish is absolutely essential to the Padres’ success, and he’s now one of those rare MLB players who’s signed multiple $100 million deals, despite not having reached free agency the first time until his age-31 season.

If anyone can pitch until he’s 42, it’s Darvish, the man who’s got more pitches than can fit in Mary Poppins’ carpetbag. This extension actually has me looking forward to watching Darvish once he gets into his latter-day Zack Greinke era. No, the interesting thing about this contract is not who’s getting paid, who’s doing the paying, or how much money is set to change hands. It’s when. Read the rest of this entry »


How Should You Interpret Our Projected Win Totals?

Alex Bregman Jose Altuve
Thomas Shea-USA TODAY Sports

Last week, we published our playoff odds for the 2023 season. Those odds contain a ton of interesting bells and whistles, from win distributions to chances of receiving a playoff bye. At their core, however, they’re based on one number: win totals. Win totals determine who makes the playoffs, so our projections, at their core, are a machine for spitting out win totals and then assigning playoff spots from there.

We’ve been making these projections since 2014, so I thought it would be interesting to see how our win total projections have matched up with reality. After all, win total projections are only useful if they do an acceptable job of anticipating what happens during the season. If we simply projected 113 wins for the Royals every year, to pick a random example, the model wouldn’t be very useful. The Royals have won anywhere from 58 to 95 games in that span.

I’m not exactly sure what data is most useful about our projections, so I decided to run a bunch of different tests. That way, whatever description of them best helps you understand their volatility, you can simply listen to that one and ignore everything else I presented. Or, you know, consider a bunch of them. It’s your brain, after all.

Before I get started on these, I’d like to point out that I’ve already given our playoff odds estimates a similar test in these two articles. If you’re looking for a tl;dr summary of it, I’d go with this: our odds are pretty good, largely because they converge on which teams are either very likely or very unlikely to make the playoffs quickly. The odds are probably a touch too pessimistic on teams at the 5–10% playoff odds part of the distribution, though that’s more observational than provable through data. For the most part, what you see is what you get: projections do a good job of separating the wheat from the chaff.

With that out of the way, let’s get back to projected win totals. Here’s the base level: the average error of our win total projections is 7.5 wins, and the median error is 6.5 wins. In other words, if we say that we think your team is going to win 85.5 games, that means that half the time, they’ll win between 79 and 92 games. Past performance is not a guarantee of future results, but for what it’s worth, that error has been consistent over time. In standard deviation terms, that’s around 9.5 wins. Read the rest of this entry »


Opting Out May Not Be Manny Machado’s Best Move

Bill Streicher-USA TODAY Sports

On the heels of what was arguably the best season of his career — one in which he set career highs in wRC+ (152) and WAR (7.4), helped the Padres to the NLCS for the first time in 24 years, and finished second in the NL MVP voting — Manny Machado has informed the Padres that he intends to exercise the opt-out in his $300 million contract after this season and test free agency again.

Last Friday, at the Padres’ spring training site in Peoria, Arizona, the All-Star third baseman confirmed that in December prior to the Winter Meetings, agent Dan Lozano gave the Padres a February 16 deadline to reach agreement on extending the 10-year, $300 million contract Machado signed in February 2019. According to a report by the San Diego Union-Tribune’s Kevin Acee, the Padres made just one offer after hearing from Lozano; two days before the deadline, they offered to add five years and $21 million per year ($105 million total) to the five years and $150 million that will remain on his deal after this year. The proposed package of 10 years and $255 million wasn’t enough to satisfy Machado, and so with the deadline having passed, he told reporters that now that he’s in camp he wants to focus on the upcoming season rather than on contract negotiations. Read the rest of this entry »


Brewers Prospect Sal Frelick on Being a Pure Hitter

Sal Frelick
USA TODAY NETWORK

Sal Frelick is a pure hitter from a cold weather climate. He is also one of the top prospects in the Brewers’ system and ranks 68th overall on our recently released Top 100. A Massachusetts native who was drafted 15th overall in 2021 out of Boston College, the 22-year-old outfielder is coming off of a first full professional season in which he slashed .331/.403/.480 with 11 home runs between three levels. Moreover, he fanned just 63 times in 562 plate appearances and spent the final two months with Triple-A Nashville. Assigned a 50 FV by our lead prospect analyst Eric Longenhagen, the 5-foot-9-and-a-half, 184-pound left-handed hitter doesn’t project to hit for much power, but his elite contact skills make him one of the more intriguing position player prospects in the National League.

Frelick discussed his line-drive approach and his ascent to pro ball prior to the start of spring training.

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David Laurila: You’re obviously a very good hitter. Where did you learn to hit?

Sal Frelick: “I don’t know if I ever learned from anybody, For as long as I can remember, the only thing I’ve tried to do is not strike out. I’ve wanted to put the ball in play, and over time, with that being the number one priority for me, it’s kind of how the swing I have now developed.”

Laurila: Is it basically the same swing you had as a kid?

Frelick: “Just about. It’s obviously gotten a little cleaner mechanically, but for the most part it’s been just short and compact. It’s not the prettiest thing you’ll ever see, but it gets the job done.”

Laurila: What’s not pretty about it?

Frelick: “If you look at your average lefty, sweet-swinging [Robinson] Canó-type of player, they have these nice long swings. Because I’ve always been trying to stay as short as possible, trying not to swing and miss, it’s just kind of compact.” Read the rest of this entry »


The Bryan Reynolds Conundrum

Bryan Reynolds
Charles LeClaire-USA TODAY Sports

Despite three seasons until he hits free agency, the Pirates find themselves at a crossroads with Bryan Reynolds. Pittsburgh shipping out veterans as they approach lucrative paydays is a 30-year-old story, and as the team’s young(ish) star with the most service time, it’s no surprise that Reynolds would be the subject of constant, swirling rumors. He and the Pirates talked about an extension, but nothing came of it; seeking a little more clarity, the 2021 All-Star requested a trade. Luckily, unlike the Gerrit Cole situation, there hasn’t been a decisive break between player and organization, and Reynolds is still open to discussing an extension. But what kind of extension is realistic for Reynolds, and will the Pirates be able to field a contender while they have him?

Per The Athletic, the Pirates and Reynolds were about $50 million apart in their extension talks. Given that this $50 million isn’t, say, the difference between $300 and $350 million, it’s a notable separation. Pittsburgh’s offer was six years and $75 million, covering a few years of free agency; that would be the largest contract in team history, but that mostly reflects the ultra-thrifty approach of the Bucs, not some surfeit of munificence on their part. Compared to the eight-year, $70 million contract that Ke’Bryan Hayes signed, it seems downright miserly, given how far away Hayes was even from arbitration at the time.

Reynolds had a notable dropoff in play from 2021 to ’22, going from .302/.390/.522, 6.1 WAR to .262/.345/.461, 2.9 WAR, but a large chunk of that dropoff was to be expected given the pattern of what happens to players after career-best seasons. And in any case, there was never a chance the Pirates were actually going to offer him a contract consistent with the notion that he was a six-win player, because then you’re getting into Juan Soto territory. But as a three- or four-win player with a few years of arbitration remaining, it’s close enough for a deal to be plausible.

So let’s run the numbers. The current contract, a two-year deal to avoid arbitration, already covers the 2023 season, so we’ll focus the projection as an extension past this season. Read the rest of this entry »


An Exceptional Season in the Annals of Stealing Home

Randy Arozarena
Mike Watters-USA TODAY Sports

In the first game of the 2021 ALDS between the Rays and Red Sox, Randy Arozarena stole home. With two outs, two strikes, and a dangerous left-handed hitter at the plate, the defense wasn’t worried about the runner at third. Arozarena took advantage, sprinting for home as southpaw Josh Taylor began his methodical windup. The speedy rookie timed it perfectly, taking off as soon as Taylor turned around and launching into his slide by the time the ball left the pitcher’s hand.

It was the first straight steal of home in the playoffs since Jackie Robinson accomplished the feat in 1955. Arozarena also made history by becoming the first player to ever homer and steal home in the same postseason game. But his stolen base wasn’t just historic in and of itself, and his jump wasn’t the only thing he timed perfectly. By stealing home that October, he tied a beautiful bow atop one of the most impressive league-wide seasons in the history of stealing home plate. Read the rest of this entry »


Elvis Andrus Stays in Chicago, Shifts Over to Second

Elvis Andrus
Brian Sevald-USA TODAY Sports

It’s always nice to feel welcome. After excelling for the White Sox as a stopgap shortstop in 2022, Elvis Andrus will return to Chicago in 2023, this time as the team’s starting second baseman. Toward the end of the 2022 season, he made clear to reporters that he would welcome a return engagement and was open to shifting positions if need be. Apparently Rick Hahn was listening. The deal, pending a physical, is for a reported one year and $3 million. ESPN‘s Jeff Passan and USA Today’s Bob Nightengale first reported the deal and terms, respectively. Amazingly, after 14 years in the big leagues, this was the first time Andrus had ever been a free agent.

Although Andrus didn’t make our Top 50 Free Agents list, he accrued more WAR in 2022 than 37 players who did, and he has, in my opinion, the greatest surname in all of baseball. Our crowdsourced predictions pegged him for two years and $20 million, so if one year and $3 million sounds like a lot less to you, then your math is spot on. According to MLB Trade Rumors, the only other teams reported to have interest in Andrus were the Red Sox and Angels. Read the rest of this entry »


Diamondbacks Farm Director Josh Barfield Talks Development and Comps

Michael Chow-Arizona Republic

The Arizona Diamondbacks currently have one of baseball’s best farm systems and an improved player development system is playing a big role in its success. Led by Josh Barfield since 2019, the department has seen the likes of Corbin Carroll and Alek Thomas make their big league debuts in just the past year, and other high-ceiling prospects — Jordan Lawlar is among the notables — are coming fast. Moreover, the pipeline includes not just position players, but also promising pitchers. Playing in a powerhouse division that includes the Dodgers, Giants, and Padres, the D-backs will be counting on their young core as they strive to reach the postseason for the first time since 2017.

Barfield discussed a few of the team’s top prospects, and a pair of under-the-radar players to keep an eye on, in a recent phone call.

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David Laurila: You had a relatively short playing career. Looking through the lens of your current job, how might you have been better developed?

Josh Barfield: “That’s a good question. I think having a better understanding of what I did well, the areas that I struggled in, and spending more time on [the latter]. A lot of times, guys will… it’s always fun to work on the things you’re good at, but I think the best players — the most talented ones I’ve been around — have done a really good job of recognizing their weaknesses and attacking those areas on a daily basis. Offensively, defensively, whether it’s a movement efficiency… training today is just so much more individualized compared to 20 years ago when I was coming up.” Read the rest of this entry »


Milwaukee Burn(e)s a Bridge

Corbin Burnes
Benny Sieu-USA TODAY Sports

Arbitration is by definition a contentious process, but even so, it’s difficult to recall a recent case that left a star player so vocal about the damage done to his relationship with his team like that of Corbin Burnes. Last week, the Brewers went to trial with the 2021 NL Cy Young winner over a difference of just under $750,000 and prevailed, after which Burnes sounded off over the team’s conduct during the hearing. In all likelihood, this marks the beginning of the end of his time in Milwaukee; it’s difficult to imagine him agreeing to any kind of deal that would delay his free agency after what just transpired.

The 28-year-old Burnes has been the majors’ most valuable pitcher over the past three seasons according to our version of WAR:

Pitching WAR Leaders, 2020-22
# Pitcher Team IP HR/9 K% BB% ERA FIP WAR
1 Corbin Burnes MIL 428.2 0.67 33.4% 6.4% 2.62 2.40 14.4
2 Zack Wheeler PHI 437.1 0.66 26.5% 5.5% 2.82 2.80 13.3
3 Aaron Nola PHI 457.0 1.06 30.0% 4.9% 3.80 2.99 12.6
4 Kevin Gausman SFG/TOR 426.1 0.91 29.3% 5.4% 3.15 2.76 12.1
5 Max Scherzer WAS/LAD/NYM 392.0 1.06 32.3% 5.3% 2.62 2.93 11.6
6 Carlos Rodón CHW/SFG 318.1 0.74 33.5% 7.1% 2.80 2.48 11.2
7 Sandy Alcantara MIA 476.1 0.77 23.6% 6.1% 2.74 3.24 10.9
8 Shane Bieber CLE 374.0 0.87 30.4% 6.0% 2.70 2.75 10.7
9 Brandon Woodruff MIL 406.1 1.00 30.4% 6.4% 2.84 3.05 10.3
10 Max Fried ATL 407.0 0.64 23.3% 5.7% 2.68 3.00 10.2
11 Yu Darvish CHC/SDP 437.0 1.13 28.0% 5.4% 3.34 3.35 10.1
12 Luis Castillo CIN/SEA 408.0 0.82 26.2% 8.4% 3.49 3.31 10.0
13 Gerrit Cole NYY 455.0 1.40 32.9% 6.0% 3.28 3.32 9.9
14 Julio Urías LAD 415.2 1.02 24.5% 5.9% 2.66 3.45 9.4
15 Logan Webb SFG 395.0 0.55 22.5% 6.7% 3.30 3.07 8.9

Among pitchers with at least 300 innings in that span, Burnes also owns the lowest FIP and K-BB% (26.9%, virtually tied with Scherzer), and is second in strikeout rate and ERA (again in a virtual tie with Scherzer). It’s been a pretty good run, to say the least. That said, his 2022 campaign couldn’t quite live up to the high standards he set in 2021, as his strikeout rate receded and his home run rate nearly tripled:

Corbin Burnes 2020-22
Season IP HR/9 K% BB% K-BB% ERA FIP WAR
2020 59.2 0.30 36.7% 10.0% 26.7% 2.11 2.04 2.4
2021 167.0 0.38 35.6% 5.2% 30.4% 2.43 1.63 7.5
2022 202.0 1.02 30.5% 6.4% 24.1% 2.94 3.14 4.6
Yellow = led National League.

Even so, Burnes led the NL in strikeouts (243) and starts (33) and placed third in K-BB%, fourth in innings, fifth in WAR, eighth in FIP and 10th in ERA. He made the NL All-Star team for the second season in a row and received Cy Young votes for the third time, finishing seventh; one voter had him as high as second, two more in third, and a total of 12 (out of 30) considered him among the league’s top five. Read the rest of this entry »