Archive for Daily Graphings

Mikolas, Kim Injuries Put Cardinals’ Shaky Rotation in Spotlight

It’s a race that currently means nothing because it hasn’t actually begun, but at this writing, the Brewers have inched ahead of the Cardinals in our projected NL Central standings, albeit by a whopping 1.3 wins, 82.1 to 80.9. It’s the kind of thing that happens as we tweak the playing time inputs based upon spring training-related news and updated assumptions, but it’s a reminder that the gap between the two teams — or really, the Central’s top four, including the Cubs (projected for 79.5 wins) and Reds (78.1 wins) — is very small. Any edge could be the difference between snagging a division title or sitting at home in October, particularly given the unlikelihood of the division generating a Wild Card participant.

In that light, the Cardinals’ rotation rates as a moderate concern, at the very least. Last year, the unit entered the season projected as the majors’ 16th best in terms of WAR, but St. Louis soon took significant hits. Just before the pandemic-delayed season got underway, the team lost Miles Mikolas for the year due to a flexor tendon strain that required surgery and Carlos Martinez to a COVID-19 diagnosis after one turn amid a season-halting outbreak, then wound up losing Dakota Hudson to Tommy John surgery late in the year. The Cardinals made the expanded playoffs in spite of their rotation, which tied for 19th in the majors (and placed 11th in the NL) with 3.1 WAR and delivered a 3.86 ERA and 4.55 FIP, with Adam Wainwright as their only starter to deliver more than 0.6 WAR, and that in his age-38 season.

Like the vast majority of teams, the Cardinals appeared as though they would benefit from a dip into the free-agent market for some rotation fortification. Yet they sat on their hands for most of the winter before re-signing Wainwright to a one-year, $8 million deal, and otherwise eschewed any outside help. They kicked the tires on James Paxton, Taijuan Walker, and Jake Odorizzi, but despite saving money elsewhere — particularly by declining Kolten Wong‘s $12.5 million option, cutting Yadier Molina’s salary (from $20 million to $9 million via his new one-year deal), and flat-out stealing Nolan Arenado from the Rockies in exchange for five bodies of varying warmth while getting Colorado to pay the entirety of his $35 million 2021 salary ($20 million of it deferred) — they watched each of those starters sign elsewhere.

And so the Cardinals head into battle with basically the same rotation as before, minus Hudson. The unit is again projected to rank in the middle of the pack, 14th in our Depth Charts at 11.3 WAR. Yet already two starters are dealing with minor injury issues, and it’s tough to ignore all of the various question marks.

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Four Bold(ish) Predictions for the American League

Most of the time, I don’t like to make predictions. For one thing, they’re hard! The amount of public information out there is borderline overwhelming. Beating the wisdom of the crowd isn’t easy, particularly when the crowd is using fancy models and copious batted ball data to be wise.

The other big problem with making predictions is that they’re usually wrong if they’re bold. That’s the nature of the game — a bold prediction can’t be the majority of the probability mass, or it wouldn’t be bold. How fun can it possibly be to read a list of things that probably won’t happen?

Well, hopefully very fun, because I’m going to make some this week. These aren’t going to be completely wild guesses, of course, because I do have some idea what I’m doing, but I’m not expecting to go 100% on these. If I go two for four, I’ll definitely call that a win. These are merely the synthesis of some observations that I’ve made over the past year or so, sprinkled with a little bit of boldness dust where necessary to make them exciting instead of milquetoast. Read the rest of this entry »


What Did Teams Pay per Win in Free Agency?

How do projected wins translate into salaries in free agency? That’s a fundamental question that front offices have to answer and, in fact, have had to answer ever since free agency opened up baseball’s labor market after the 1976 season. No, no GM back then was using Wins Above Replacement or fancy-pants computers spitting out ZoRPs or Stonker projections. But decisions are always based on some kind of projection, whether that exercise is explicit or not. When Grizzled Greg the GM went after a player for X hundreds of thousands of dollars after the 1976 season, he was still estimating how the player would play in the future and whether that benefit was worth the cost. Heck, I’ve never made a taco-based projection system. Still, when I see a taco, I’m projecting whether or not the DAR (Deliciousness Above Refrigerator) is worth the dollars that will be debited from my bank account.

Naturally, one of the ways we estimate player salaries has been a linear relationship between dollars and wins above replacement. There’s still a debate over whether player salaries should be treated in this way. Many analysts have argued that the price of wins should not be linear because of the efficiency of getting a lot of wins from a single player. After all, there’s a limit on roster size and utilization; you can’t just sign five one-win first basemen and combined them into a horrifying amalgamation whose twisted, fear-inducing form approximates a Freddie Freeman season. And even if you could, I wager that the MLBPA would file some kind of grievance about players being used for twisted medical experimentation. Well, at least players on the 40-man roster.

Matt Swartz is probably the most prominent advocate for the opposite view, that worrying about whether to add a four-win player instead of a pair of two-win players don’t really come up in the real world all that often. I’ve come to side more strongly with the majority in recent years than I used to, simply because I believe — though I can’t prove it conclusively — that good teams are becoming better at not leaving as many obvious holes. For teams like the Rays, Dodgers, and Padres, as well as other teams that prize serious depth, replacement level is probably higher than replacement level. Read the rest of this entry »


Maikel Franco and Orioles Finally Find Each Other

It’s the third week of spring training games, and the Orioles have added a new starting third baseman who’s been available since December: Maikel Franco, seven-year big league veteran with Philadelphia and Kansas City. Baltimore’s roster construction has hardly changed in that time, and I doubt Franco and his career 1.03 WAR/600 needed to be humbled out of demanding a hefty multi-year contract. Both parties have known their situations for months, but are only just now finding each other. This is an odd transaction. Let’s try to unpack it.

It isn’t as though the deal doesn’t make sense. Baltimore’s incumbent at the hot corner is Rio Ruiz, who has gotten a majority of the team’s starts at third base since the O’s claimed him off waivers before the 2019 season and who’s showed some modest fence-clearing ability, hitting 21 homers in 617 plate appearances. But his overall offensive profile is mediocre: His 90 wRC+ in 2020 stands as his career best. At 26, he’s exhausted much of the faith people had in him as a prospect, and his Statcast data doesn’t suggest there’s anything exciting hidden under the surface numbers. Ruiz’s value might top out at less than one WAR, and he entered camp running virtually unopposed for the starting job.

Enter Franco, who signed a change-of-scenery deal with the Royals in 2020 after a disappointing tenure in Philadelphia and turned in his best season in years, hitting .278/.321/.457 with eight homers, a 106 wRC+ and 1.3 WAR. That value placed him ninth among all third basemen, just ahead of peers like Eugenio Suárez and Brian Anderson. The bump in Franco’s production didn’t come from some random explosion in power numbers or a big jump in walk rate, though. He just finally got a normal distribution of balls in play to land for hits.

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Brendan Rodgers Clobbered a Grounder

Spring training games get silly quickly. By the time the veterans have hit the showers, it’s time for raw prospects and reclamation projects to duke it out. So unless you’re a Carlos Estévez fan or a Padres loyalist, you probably didn’t see this live:

That home run, hit by Joshua Mears, is the hardest-hit ball of spring training so far — or, it was before a Giancarlo Stanton line drive yesterday that I’m totally ignoring for the purposes of this article. At 117.3 mph, it would have been one of the hardest-hit balls in the entire 2020 season. Laser beam home runs are fun to watch, though it’s a good thing a kid made a backhanded catch, or a reclining couple might have caught a baseball with their bodies.

Even if you didn’t see it live, you might have seen MLB Pipeline tweet about it. Failing that, maybe you read about it on MLB.com. Homers, especially smashed ones that show off Statcast, tend to make the rounds. Home runs are big business, and they get reported as such.

What you almost assuredly don’t know is that the previous inning, someone hit the third-hardest-hit ball of the spring (well, fourth now — thanks, Stanton). Feast your eyes on 115.6 mph of pure… well, pure groundball single to shortstop:

Surprisingly enough, MLB.com didn’t write an article about that one. This won’t be on any highlight reels for the year. And yet, that’s the hardest-hit tracked batted ball of Brendan Rodgers’ career. Given that he’ll be playing in the majors this year and Mears will be on a bus in some city you’ve never heard of, the grounder was more meaningful to this major league season. Read the rest of this entry »


Let’s Hear From Four Pirates Pitchers

The Pittsburgh Pirates have a lot of questions to address regarding their pitching staff. With the regular season just two-plus weeks away, final decisions have yet to be made on starter and bullpen roles alike. Candidates abound on both fronts, particularly the latter, with an addition and an injury-induced subtraction further muddying the waters in recent days. Here are snapshots from four conversations — three recent, and one somewhat older — with pitchers who could figure prominently in the team’s plans.

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Left on the cutting room floor from an interview I did with JT Brubaker at the conclusion of last season was what he said about his two breaking balls. The 27-year-old right-hander considers his slider his best secondary. He’s thrown it since his senior year of high school, and it’s firm. At 86.7 mph (per StatCast), it registered as the 11th-hardest among the 58 pitchers who worked at last 40 innings and had the pitch in their arsenal. Brubaker told me that while it sometimes registers as a cutter, he always considers it a slider.

Eric Longenhagen had written in his 2020 prospect profile that Brubaker’s “relatively new” curveball was his best secondary pitch. I asked the righty what might have prompted that opinion.

“Possibly the analytical side of it,” surmised Brubaker. “It’s something I’d put in the back pocket, then brought back out. I’m always been able to throw a curveball, but I’ve never been fully consistent with it.”

The pitch had actually gone into his back pocket at the bequest of the organization, as they wanted him to focus on his slider. He eventually pulled it back out in need of “something with a little more velocity separation between my changeup and slider, something in the lower lower spectrum to slow the batters down more.” Read the rest of this entry »


This Plate Appearance Has 22 Pitches

I invite you to look at the image below. Please, go ahead.

Luis Guillorme swings at Jordan Hicks' tenth pitch.

That’s Jordan Hicks on the mound — you know, “strike one at 104” Jordan Hicks. At the plate is Mets utilityman Luis Guillorme. Hicks, on Sunday, was making his first appearance on the mound since undergoing Tommy John surgery in mid-2019. Guillorme played an extremely solid 30 games for the Mets in 2020 and is 5-for-15 this spring.

What is happening in this picture? Look at Guillorme’s feet — his right ankle rolled, his left heel lifting off the ground, his arms flinging the bat desperately through the air. Yadier Molina extends his arm, holding his glove in place. Look at the scorebug — the 1-2 count. This could very well have been a picture of Hicks striking out Guillorme.

Except it wasn’t. Guillorme got his bat on it, somehow — not the heat Hicks is best known for, but a slider at 86 — launching the ball somewhere into the leftward distance. It was the 10th pitch of the plate appearance, the eighth he’d seen with two strikes. Molina and the umpire watched it sail away. Hicks’ next pitch, at 99, nearly took Guillorme’s head off. The count was now even, and the plate appearance was still only halfway done. Read the rest of this entry »


Eloy Jiménez Is Strong

If you want power, pull the ball in the air. It’s a truism because it’s true. On pulled air balls (line drives and fly balls), batters hit .558 with a 1.285 slugging percentage in 2020. When they went to the opposite field, they hit .297 with a .522 slugging percentage. It isn’t rocket science; pulling means power, and power means production.

Want another way of putting it? Those opposite-field air balls were hit with an average 86.8 mph exit velocity. Only 26.6% of them were hit at 95 mph or harder. When batters pulled the ball, they did far better — they checked in at 94 mph on average and 54.7% were 95 mph or higher. You don’t need any fancy statistics to tell you how much better that is.

Even if you take for granted that a batter hit the ball hard, it’s still better to pull the ball. When batters barreled up balls to the pull side, they slugged 3.283. A barrel is high-value by nature, but a slugging percentage of 3.283 is still hard to fathom. Those balls were hit a comical 105.6 mph on average, and hitters posted a 1.679 wOBA on them — again, you don’t need me to tell you that’s good. It’s good!

Barrel a ball to the opposite field, and the results aren’t bad, per se — after all, a barrel is a high-value hit by definition. Compared to the gaudy results on pulled barrels, though, it’s a disappointment; a 2.588 slugging percentage on 102.4 mph average exit velocity, good for a 1.347 wOBA. Good, but not as good as it could be; pulling the ball creates more juice.

Got that all straight? It’s harder to barrel the ball up when you hit it to the opposite field. Even when you do, it’s hard to get as much production out of it as you do to the pull side. Great, we have that covered. Now, meet Eloy Jiménez:

That’s an opposite-field barrel, one of 10 such batted balls Jiménez hit last year. That led baseball, and it wasn’t some volume-based fluke; 21.3% of the opposite-field balls that he hit, period, were barreled. That’s almost double his rate on pulled balls (11.9%). Did Eloy figure out how to beat the sheer inevitability of pull production being better? Read the rest of this entry »


Pirates Sign Trevor Cahill for Added Depth

With nearly half of spring training already over, the Pirates made a last-minute addition to their starting rotation last week, signing Trevor Cahill to a one-year, $1.5 million contract with an additional $1 million in potential incentives. Cahill becomes the second veteran arm Pittsburgh has added this offseason, joining his former teammate from the Giants, Tyler Anderson. In a season where every pitching staff will be stretched thin, both ex-Giants give the Pirates much needed rotation depth.

Cahill joins an extremely young Pirates roster. Depending on what happens with Todd Frazier, who is in camp as a non-roster invitee, Cahill could enter the season as the oldest member of the 26-man roster. Pittsburgh was very aggressive in moving whatever value they could find from their starting rotation this offseason. Joe Musgrove and Jameson Taillon were both traded away within a week of each other, and Trevor Williams and Chris Archer both left in free agency. Steven Brault and Chad Kuhl have the most seniority now with nine seasons and 5.6 total WAR between them. Mitch Keller will get another chance to translate his excellent minor league track record and prospect helium into actual production at the major league level. Because of either their advanced service time or pedigree, those three should have rotation spots locked up with Anderson slotting into the fourth slot. That leaves Cahill and JT Brubaker to round out the staff — assuming the Pirates use a six-man rotation.

Pirates GM Ben Cherington has said that’s how he’d like to approach the season:

“We like the idea of having six starters on the team. Whether we’re actually using all six starters or are using them to come in behind guys and provide length or back and forth, we’ll see how that plays out. We just wanted to add as much starting depth as we could after the offseason moves.”

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MLB Changes Minor League Baseball’s Rules

Last week, MLB announced that it was implementing several rule changes throughout the minor leagues in 2021. While the hostile takeover of the minor leagues was based primarily on economic factors, the new arrangement allows the league to act unilaterally on other issues as well, including the use of affiliate teams as testing grounds for new rules experimentations. Most of these rules had been proposed at one time or another in the recent past, and the league is spreading the adjustments across the various minor league levels:

  • Base sizes: In Triple-A, the sizes of each base will be increased from 15-inch squares to 18-inch squares.
  • Defensive positioning: In Double-A, teams will be required to position four players in the infield: Each player must have both feet in front of the outer boundary of the infield dirt. In the second half of the season, MLB may also require that teams keep two infielders on each side of second base, though that is not a requirement at the outset.
  • Step-off rule: In High-A, pitchers will be required to disengage the rubber before attempting a pickoff throw; violations will result in a balk.
  • Electronic strike zone: In the Low-A Southeast League, select games (it’s unclear which ones or how many) will use the electronic strike zone first tested in the Atlantic League and Arizona Fall League.
  • Pitch timer: In the Low-A West League, pitchers will be placed on a 15-second pitch clock, which is five second faster than the clock currently used in Double-A and Triple-A.
  • Pickoff limits: Across Low-A, pitchers will only be allowed to step off twice per plate appearance. Any subsequent throw over must result in successfully retiring the runner, or it’s a balk.

With those rules in hand, Brendan Gawlowski and Kevin Goldstein have thoughts.

Base Sizes

BG: The best rule adjustments foster desirable behavior without rocking the boat and I think we have that here. Shaving a few inches between bases won’t dramatically increase the number of stolen bases or infield hits, but any subtle alterations should flow in the right direction. And unlike some of these other ideas, which you can’t help but notice, a slightly larger base will be all but invisible to fans in Section 326.

KG: I mean, really, do you care? Does anyone? Depending on one’s interpretation of the 90 feet being from the center of the base rule, this puts bases two to four inches closer to each other, or roughly 0.2 to 0.4 percent. There’s no big impact on the game, which is likely why it’s being implemented at Triple-A. If anything, this could mitigate some injuries on plays that create traffic around the bag, especially 3-1 groundouts. This is fine.

Defensive Positioning

KG: My head is absolutely spinning on this one. I had a theory, I felt strongly about said theory, and then the data came and punched that theory in the face. My initial reaction was that if teams can’t shift, hitters can sell out for power and focus more on driving balls than making contact, so that while no shifts might increase BABIP, less contact would make it a zero sum game. Read the rest of this entry »