Archive for Featured

Analyzing the Prospect Player Pool: AL Central

Below is another installment of my series discussing each team’s 60-man player pool with a focus on prospects. If you missed the first piece, you’re going to want to take a peek at its four-paragraph intro for some background, then hop back here once you’ve been briefed.

Updating the East

Because our world is a roil of chaos in which people often drop the ball when the stakes are high, there have been a few roster changes in the Eastern divisions, mostly related to COVID-19’s spread or the reasonable fear of it. My initial thoughts on the AL East are linked above, while the NL East is here.

Atlanta’s positive tests during intake included Freddie Freeman, Touki Toussaint, Pete Kozma, and Will Smith, while Felix Hernandez and Nick Markakis opted out. The combination of Markakis’ opt out and Freeman’s delay (Markakis cited a discussion with Freeman as part of his reason for opting out) makes it much more likely that Yonder Alonso breaks camp with the big league club because he plays first base and hits left-handed, the latter of which the Braves’ major league roster sorely lacks. The Markakis opt out also means one of the dominoes leading to a slightly premature Cristian Pache and/or Drew Waters debut has fallen.

The bullpen is thinner without Touki and Smith but still strong because of all the talented youngsters, while Felix’s opt out makes it more likely that one of young arms, most likely Kyle Wright or Bryse Wilson, ends up in the Opening Day rotation.

Meanwhile, Philadelphia’s COVID situation is already so dire that it seems likely they’ll qualify for the “extenuating circumstances” clause in Section 6 of Major League Baseball’s 2020 Operations manual:

In the event that a Club experiences a significant number of COVID-19 Related IL placements at the Alternate Training Site at any one time (i.e., three or more players), and the Club chooses to substitute those players from within the Club’s organization, MLB reserves the right to allow that Club to remove those substitute players from the Club Player Pool without requiring a release.

Read the rest of this entry »


MLB’s Testing Mess May KO Season

On Saturday, the Yankees’ Masahiro Tanaka got hit upside the head and ultimately concussed by a 112-mph screamer off the bat of Giancarlo Stanton, the third player he faced in the team’s first simulated game of summer camp. By Monday, a good portion of Major League Baseball could identify with the headaches and other scary consequences of being knocked down so soon after restarting amid the coronavirus pandemic. The testing program that represents a foundational piece of the protocol to keep players and essential staff safe broke down, causing teams to delay or cancel workouts and amplifying a crisis of confidence within the sport.

Indeed, if one didn’t already feel a fair bit of ambivalence regarding MLB’s attempt to stage even an abbreviated season amid the pandemic, the dysfunction that’s been on display since late last week has certainly provided cause for concern. While the league reported results of its intake tests that initially appeared promising, the caveat attached — incomplete results from most teams — was enough to raise some eyebrows. Beyond that initial stumble, Monday brought news of at least half a dozen teams whose workouts were delayed or canceled due to holiday-related holdups in receiving test results, a matter that should have been anticipated well in advance. All of this comes while the ranks of players testing positive and those opting out both continue to grow, producing absences that could potentially reshape the season and in some cases have life-altering consequences. And of course, this is all unfolding (unraveling?) against the backdrop of record-setting numbers of new cases in the U.S. with totals topping 50,000 for three consecutive days.

Should MLB attempt to proceed at all? Can it? From here, the likelihood of the league pulling this off seems more remote than ever.

Though it was overshadowed by the rancorous and all-too-public exchanges between the owners and the Players Association, MLB sold the union and the public on the viability of a restart based on its ability to expedite a high volume of tests, primarily via saliva-based tests — faster and less invasive than nasal swabs — that a repurposed anti-doping lab in Salt Lake City could process for a 24- to 48-hour turnaround. Even before that turnaround time could be called into question, MLB made a mess of its intake testing, which began at players’ home stadiums on July 1. Players and essential staff were given temperature checks, saliva or nasal swab diagnostic tests for the coronavirus itself, and antibody tests using blood samples. Only those who tested negative were permitted to enter facilities for the first workouts beginning on Friday. Read the rest of this entry »


Five Thoughts on the 2020 MLB Schedule

While most of the attention yesterday rightly went to the potential deficiencies in MLB’s testing protocol as delays prevented multiple teams from getting ready for the season and left many players unaware of their own test results, the league did release this year’s schedule. The season begins with a doubleheader featuring the Nationals against the Yankees followed by the Dodgers against the Giants on July 23, with a full slate of games the following day. If all goes well, teams will have finished the full 60-game season on September 27.

The Schedule is Going to Look Weird

As the league decided to limit travel this year in the hopes of containing the coronavirus, teams are playing games in their own division as well as the corresponding geographical division in the opposite league, with 40 games played in-division and 20 games against the opposite league; six of those interleague games are against each team’s so-called natural interleague rival. So, this serves as your official reminder that Atlanta actually lines up pretty close to the Indiana-Ohio border going from North to South!

The Central is clustered together in the middle and the East is all in the same time zone, while the West has some outliers with the Mariners and the two Texas teams a considerable distance apart and Colorado off on its own. Where the schedule gets even weirder is that teams in the division don’t play an equal number of home and road games against their opponents. Teams will play every team in their own division 10 times, but instead of playing five home games and five road games, the number of home games will range from three to seven. That being said… Read the rest of this entry »


Opt-Outs, Uneasiness Abound During MLB’s First Weekend Back

July 3, 2019 was a pretty typical day for major league baseball. Cody Bellinger hit a walk-off home run in the 10th inning against Arizona to give the Dodgers their league-leading 59th win of the season in their 88th game. Last-place Cincinnati defeated first-place Milwaukee to bring all five NL Central teams within 4.5 games of each other. Stephen Strasburg struck out 14 Marlins without allowing a run. Mike Trout hit two dingers, because of course he did. There were close games and there were clunkers, thrilling displays and frustrating setbacks. You probably forgot about all of it.

This July 3 was, well, different. Temperatures notwithstanding, it might as well have been mid-February, as players from all 30 organizations gathered in their respective ballparks for their first official team workouts in months, after the global COVID-19 pandemic suspended the major league season. Players and staff rejoined their teammates only after first undergoing intake tests for the virus, with several wondering even as they took the field whether they were doing the right thing by attempting to play at all. Those circumstances made for a strange and chaotic first weekend of camp.

Longtime star pitchers David Price and Felix Hernandez announced on Saturday that they would opt out of the 2020 season, one day after veteran catcher Welington Castillo was also reported to have opted out. On Monday morning, Nick Markakis also informed his team he would opt out of the season. Their decisions bring the total number of major league players known to have decided against playing this season to nine. Read the rest of this entry »


Contributions to Variation in Fly Ball Distances

Back in early 2013, I wrote a guest article for Baseball Prospectus entitled “How Far Did That Fly Ball Travel?” In that article, I posed a seemingly simple question: Can we predict the landing point of a fly ball just after it leaves the bat? A more precise way to ask the question is as follows: Suppose the velocity vector of a fly ball just after leaving the bat is known, so that the exit velocity, launch angle, and spray angle are all known. How well does that information determine the landing point? I then proceeded to investigate the question, at least for home runs, with the aid of HITf/x data for the initial velocity vector and the ESPN Home Run Tracker for the landing point and hang time. Using a technique described in the article, that information was used along with a trajectory model to reconstruct the full trajectory and extrapolate it to ground level to determine the fly ball distance. The answer to the question was immediately obvious: The initial velocity vector poorly determines the fly ball distance.

This conclusion led naturally to the next question: Why? One obvious reason is variation in atmospheric conditions, especially wind. However, the data revealed that the variation in home run distance for given initial velocity was as large in Tropicana Field, where the atmospheric conditions are expected to be constant, as in the rest of the league. So that was eliminated, at least as the primary culprit.

The article then went on to consider variation in two other parameters that play a role in fly ball distance: backspin ωb and drag coefficient CD. Neither of these parameters were directly measured. Rather they were inferred, along with the sidespin ωs, in the procedure used to recreate the full trajectory. The analysis showed the following:

  • For a given value of CD, distance increases as ωb increases. This makes sense, since larger backspin results in greater lift, keeping the ball in the air longer so that it travels farther.
  • For a given value of ωb, distance decreases as CD increases. Again this makes sense, since greater drag is expected to reduce the carry of a fly ball. Interestingly, this was the first appearance in print of a suggestion of a significant ball-to-ball variation in the drag properties of baseballs.
  • There was a moderately strong positive correlation between CD and ωb, suggesting that the drag on a baseball increases with increasing spin, all other things equal. Although this effect is well known for golf balls and had been speculated for baseballs in R. K. Adair’s excellent The Physics of Baseball, to my knowledge this is the first real evidence showing the effect for baseballs.
  • Given that both lift and drag increase with increasing ωb and that they have the opposite effect on distance, it was tentatively concluded that at high enough spin rate there would be no further increase (and perhaps even a decrease) in distance with a further increase in spin.

Read the rest of this entry »


Sunday Notes: Kyle Boddy is Bullish on Hunter Greene

The Cincinnati Reds have been eagerly awaiting Hunter Greene’s return from Tommy John surgery. And for good reason. Prior to going under the knife 15 months ago he was hitting triple digits with his heater. Drafted second overall by the Reds in 2017 out of a Sherman Oaks, California high school, Greene is No. 77 on our 2020 Top 100 Prospects list.

According to Kyle Boddy, his return is nigh. Cincinnati’s pitching coordinator recently spent time with Greene in California, and he deemed the 20-year-old’s rehab “basically done.” Throwing in front of a Rapsoto, Greene was “an easy 97-plus [mph], reaching 100-101 when he was rearing back.”

More than a return to health is buoying the return to form. With the help of technology — “he’s really getting into the metrics and analytics” — and a former Chicago White Sox pitcher, Greene has made a meaningful change to his delivery. What had been “long arm action with a big wrap in the back” is now a shorter-and-cleaner stroke.

“That’s a credit to people like James Baldwin, who was the rehab coach and is now our Triple-A coach,” Boddy told me. “JB has worked with Hunter extensively, leaning on materials from Driveline Plus. Hunter has had a tendency to cut his fastball, so we’ve relied on a lot of video to show him how to fix that and get more carry.” Read the rest of this entry »


Will the Compressed Schedule Make Depth Starters More Valuable?

There are plenty of rule changes coming to baseball in the 2020 season. We’ve written about many of them: the universal DH, the extra-innings rule, and expanded rosters, to name a few. Today, I thought I’d take a crack at something less immediately evident but still meaningful: the denser schedule.

In 2019, teams played 162 games in 186 days. That meant the schedule was 13% off days, give or take. Four of them were clustered around the All-Star break, but for the most part, they were spread out evenly. Off days are a welcome respite in a team’s schedule, a break from the grind. Sometimes they’re necessary for travel, of course, but mostly they’re meant just to be time for players to recover from the grueling march to October. This year, 60 games in 66 days means only 9% off days.

For most players, an off day is simply that. For pitchers, however, days of rest carry greater meaning. A day off is a day closer to starting again. Imagine a schedule with 80% off days — a game every five days. Your ace could pitch more or less every game, give or take a maintenance break here and there. Conversely, in a schedule with no off days at all, every pitcher would take the same number of turns in the rotation.

Given an off day, teams can, in theory, squeeze extra starts out of their ace. In practice, it doesn’t quite work that way. It also doesn’t not work that way, however; seven pitchers made 34 starts in 2019, more than a fifth of the games on the schedule. Teams are logical about giving their best starters extra turns when they can. An extra Justin Verlander start beats a Jose Urquidy start, no offense to Urquidy. Read the rest of this entry »


Analyzing the Prospect Player Pool: NL East

Below is another installment of my series discussing each team’s 60-man player pool with a focus on prospects. If you missed the first piece, you’re going to want to take a peek at its four-paragraph intro for some background, then hop back here once you’ve been briefed. Let’s talk about the National League East.

Atlanta Braves

Prospect List / Depth Chart

The Braves have pooled the most catchers in baseball with seven (eight if you count Peter O’Brien and the faint memory of his knee-savers), several of whom are prospects. I think Travis d’Arnaud’s injury history and the implementation of the universal DH makes it more likely that Alex Jackson opens the season on the active roster. I don’t think this would save Atlanta an option year on Jackson since they optioned him in mid-March, and Atlanta’s bench projects to be very right-handed, so he might be competing with Yonder Alonso for a spot.

We’re probably an Ender Inciarte injury away from seeing Cristian Pache play in the big leagues every day. Aside from him, I doubt we see any of the recently-drafted position players (Drew Waters, Braden Shewmake, Shea Langeliers) playing in the bigs this year, and if William Contreras debuts it’s likely because a couple guys ahead of him have gotten hurt. Read the rest of this entry »


Breaking Bob: The 60-Game Season and the ERA Record

One of the greatest myths of baseball history is the asterisk supposedly added to Roger Maris‘ then-record 61 home runs in the 1961 season. As the story goes, Major League Baseball, aghast that Babe Ruth’s home run record could be broken by Maris in a 162-game season when Ruth’s Yankees only played 154 games, forced Maris’ record to wear scarlet punctuation in order to shame it in the record books. The only problem is that the Maris asterisk never actually happened. Commissioner Ford Frick, who held the job at a time when he was still expected to at least give lip service to the idea of being a steward to the abstract notion of baseball, was simply expressing his opinion; no asterisk ever appeared next to Roger Maris’ name or record.

The truth about baseball’s record book is that its entries have never had much in the way of purity. From changes in the baseball and the mound to whether players could or could not spit on the ball, numbers in one season never really mean exactly what numbers in other seasons do. Not even baseball’s greatest shame — enforcing a grotesque color line that robbed countless star baseball players of their turn in the majors — resulted in a culling of statistics from the game’s first century.

Records tend to be set in an environment conducive to setting them. No dead ball season features a player with a home run total in even the top 1,000 in history; there’s a reason that strikeout records, both positive and negative, are a feature of modern baseball, not antiquity. Bob Gibson’s 1.12 ERA in 1968 is currently recognized as baseball’s number to beat only because the dead ball era was deemed to be too different; Tim Keefe, Dutch Leonard, and Three Finger Brown each boast one better than Gibson’s. And Gibson’s record itself reflected the environment — The Year of the Pitcher resulted in baseball lowering the mound by a third and reducing the size of the strike zone for the 1969 season. Read the rest of this entry »


Will a Player Hit .400 This Season?

The 2020 season, assuming it happens and is completed, is sure to have some quirky statistics that will be tough to wrap our heads around. The home run leader might not even get to 20 dingers this year. A three-win season might lead all of baseball. And while batting average has fallen out of favor as the be-all, end-all of a hitter’s talent at the plate because walks matter and getting a double is better than getting a single, hits are an undoubtedly good pursuit for batters. As such, the aura of batting average still maintains some glow when contemplating the history of baseball. The pursuit of a .400 batting average in a shortened season due to a pandemic will not and should not be viewed with the same historical significance as Ted Williams’ run in 1941, or even George Brett’s 1980 campaign or Tony Gwynn’s strike-shortened 1994 season, but it would make this season a little more fun.

Ty Cobb, George Sisler, and Rogers Hornsby all put up batting averages above .400 nearly 100 years ago, while Ted Williams was the last player to hit that mark nearly 80 years ago. The list of players who have even hit .375 since then is a short one: Stan Musial’s .376 (1948), Williams’ .388 (1957), Rod Carew’s .388 (1977), George Brett’s .390 (1980), Tony Gwynn’s .394 (1994), and Larry Walker’s .379 (1999). The last player to hit above .350 was Josh Hamilton, who hit .359 in 2010. History has shown that if a very high batting average is your goal, the odds are very much stacked against you in a full season. Shrink the season down to just 60 games, though, and we might get a fighting chance. Read the rest of this entry »