Archive for Daily Graphings

Ranking the Trade Value of Nolan Arenado, Mookie Betts, Kris Bryant, and Francisco Lindor

Earlier this week, I asked our readers to rank the star players rumored to be on the trade block. I asked just two questions. The first asked readers to rank the players by how good they are right now. The second asked readers to rank the players by their trade value.

The first question proved to be an easy one, as 42% of the more than 2,500 responses had the exact same ranking.

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A Conversation With Cleveland Indians Pitching Prospect Ethan Hankins

Ethan Hankins has one of the highest ceilings in Cleveland’s pitching pipeline. The 6-foot-6 right-hander possesses a first-round pedigree — he went 35th overall in 2018 — and a heater that sits mid-90s with late life. Eric Longenhagen and Kiley McDaniel ranked him 15th in Cleveland’s system last year. Moreover, he’s wise beyond his years. Still just 19 years old, Hankins is studious enough about his craft that he could reasonably be referred to as a pitching nerd.

Hankins split his first full professional campaign between Short-season Mahoning Valley and Low-A Lake County, logging a 2.55 ERA and fanning 71 batters in 60 innings. No less impressive are the strides he’s continued to make between the ears. The former Forsythe, Georgia prep may have bypassed Vanderbilt University to sign with the Indians, but his quest for knowledge has by no means waned. Influenced heavily by his off-season experiences at Full Count Baseball, it continues unabated.

Hankins discussed his cerebral approach, and the improvements he’s made to his repertoire, late in the 2019 season.

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David Laurila: Is pitching more of an art, or more of a science?

Ethan Hankins: “The game we’re playing right now, with all the analytical stuff we have access to, and use — especially with the Indians — it’s starting to become more of a science. I feel like it used to be more an art. Even a few years ago. But it’s been growing into something that can be called a science, because of the average velocities, the spin efficiencies, true spin, 2D spin, 3D spin. There are all of these numbers that can be beneficial if you know how to use them in the right way.“

Laurila: It sounds like you lean science.

Hankins: “Yes, but that’s not because the Indians have thrown it in my face. It’s because I’ve taken to learning how these numbers can benefit you. Granted, the Indians help a lot. They obviously have all of this knowledge. But not everybody uses it. We don’t get pressured to use it.”

Laurila: How do you use it?

Hankins: “There are a million different ways that… oh gosh. I’d say that I’m using it to develop my offspeed, more than anything. My curveball has made a huge jump over the past year. I don’t credit that solely to the Rapsodo, or any of the other technology we have access to, but that does give you a lot of insight. It tells you, ‘This is where you are.’ From there, you’re able to say, ‘OK, I want to be here; I want this pitch to have this much efficiency. This is the direction I want.’ Read the rest of this entry »


The Best (Expected) Secondary Pitches of 2019

Yesterday, I put every fastball thrown in baseball last year into a giant spreadsheet to come up with expected pitch values. Well fine, it was a small snippet of code, not a giant spreadsheet. But the output came in a giant spreadsheet! In any case, the idea is pretty straightforward: look at a player’s pitches, substitute in xwOBA-based contact numbers instead of actual results, and call it a metric.

Today, I’m completing the set. Well, I’m kind of completing the set; I ignored knuckleballs because there aren’t enough of them, and secondary offerings are more complex. Due to differing classification systems, I scraped breaking balls (sliders, curveballs, knuckle curves, and even cutters) and offspeed pitches as a single pitch type. Otherwise, we might end up with something like Nick Anderson — classification systems can’t decide if he throws a curve or a slider.

One more thing: the system is heartless. No human could argue that this wasn’t the best curveball of the year:

Or if not that one, then this one, with bonus Eric Lauer bewilderment and Greinke sprinting:

Slow curves are undoubtedly the best curves, results be damned. But the soulless calculation robot doesn’t agree with me on that, caring about “whether the opposition hit it” and “whether it gets strikes” instead of “whether Ben audibly giggles when the pitch is thrown.” To each their own, I suppose. Read the rest of this entry »


Carlos Beltrán’s Job and Legacy Are in Limbo

This article was published before the Mets and Beltrán “agreed to mutually part ways” on Thursday. Jay’s follow-up is available here.

This has not been a good week for Carlos Beltrán. Though he evaded punishment from Major League Baseball for his involvement in the Astros’ 2017 electronic sign stealing scheme, as did every other player, Beltrán was the only one singled out by name in commissioner Rob Manfred’s report. What’s more, he’s now the only one of the three managers who were caught up in the scandal — or at least its initial wave — who still has a job, though he’s already on the hot seat before managing a single game. Suddenly, what appeared to be a very promising second act to his career is in jeopardy, as is the possibility that Beltrán will be elected to the Hall of Fame once he becomes eligible in 2023.

Per Manfred’s report, which I dissected on Tuesday, the Astros’ efforts to steal signs using electronic equipment — a practice broadly prohibited by MLB rules but not strictly enforced at the time — began early in 2017 and grew more elaborate as the season went on. “Approximately two months into the 2017 season, a group of players, including Carlos Beltrán, discussed that the team could improve on decoding opposing teams’ signs and communicating the signs to the batter,” wrote Manfred. The intent was to upgrade a system that had been rather simple to that point, with employees in the team’s video replay room viewing live footage from the center field camera, and relaying the decoded sign sequence to the dugout, where it was signaled to a runner on second base; the runner would then transmit the signs to the batter.

In the wake of Beltrán’s intervention, bench coach Alex Cora arranged for a monitor showing the center field feed to be placed in the tunnel near the dugout. After decoding the sign from that monitor, “a player would bang a nearby trash can with a bat to communicate the upcoming pitch type to the batter,” according to the report. The practice continued through the end of the regular season and the postseason, and into 2018, even after Manfred issued a stern warning to all 30 teams on September 15, 2017, in the wake of separate allegations regarding the Red Sox engaging in their own abuse of the system. At that point, Manfred said that he would hold general managers and managers accountable for their teams’ efforts to subvert his prohibition on using electronic means to steal signs. Read the rest of this entry »


Angels Acquire Andriese From Arizona

With Anthony Rendon now under contract in Anaheim, our depth charts project Angels position players for 30.0 WAR — fifth-best in the major leagues, and within a half-win of second place. Anaheim pitching, however, is projected for just 13.1 WAR (eighth-worst). No team projected to finish in the top half in WAR is expected to finish with so little of their total coming from their arms (the Twins, who’re projected for 14.9 pitching wins and 45.2 overall, are closest). Given that imbalance, it’s not entirely unexpected that the Angels would spend this latter part of their offseason trying to get arms wherever they can. This week, they got Matt Andriese in a trade with the Diamondbacks in exchange for minor league right-hander Jeremy Beasley.

Andriese, 30, has played in parts of the last five major-league seasons for the Rays and Diamondbacks but has yet to spend a full season at the major league level since making his professional debut in the San Diego system back in 2011. Last year, his first (and, as it turns out, only) season in Arizona, was also his first season pitching exclusively in relief. Andriese acquitted himself adequately in that role, posting an 85 FIP- and 107 ERA- over 70 2/3 innings, mostly ahead of Archie Bradley and Greg Holland. Perhaps most appealingly, he posted a 50.3% groundball rate in a season where the league average was just a touch below 43%. Read the rest of this entry »


Alex Cora Out as Cheating Scandal Moves to Boston

When the investigation into the Astros’ electronic sign-stealing operations concluded, Houston was hit hard, losing draft picks, dollars, and their general manager and manager. Jay Jaffe went over the penalties for FanGraphs, but Jeff Luhnow, AJ Hinch, and Brandon Taubman weren’t the only people mentioned in the report. New Mets manager Carlos Beltrán was identified as having substantial role in the so-called “banging scheme,” though given that he was a player at the time, he will not face suspension; whether the Mets will retain him as manager is still unclear. And Alex Cora’s name was littered throughout, with the former Astros bench coach identified as having played a prominent role in the team’s cheating scheme. While discipline wasn’t meted out to Cora in the Commissioner’s Monday memo, as he is also the subject of an investigation into more cheating while with Boston in 2018, a suspension is inevitable, and hoping to move forward quickly, the Red Sox and Cora, using language so euphemistic as to almost defy accuracy, “mutually agreed to part ways.”

As soon as the Astros investigation’s findings came out, Cora was as good as gone. From the Red Sox release:

“Today we met to discuss the Commissioner’s report related to the Houston Astros investigation. Given the findings and the Commissioner’s ruling, we collectively decided that it would not be possible for Alex to effectively lead the club going forward and we mutually agreed to part ways.”

As for those findings and that report, Cora’s name is mentioned five times in the Rules Violation section:

Early in the season, Alex Cora, the Astros’ Bench Coach, began to call the replay review room on the replay phone to obtain the sign information.

Cora arranged for a video room technician to install a monitor displaying the center field camera feed immediately outside of the Astros’ dugout.

Witnesses consistently describe this new scheme as player-driven, and with the exception of Cora, non-player staff, including individuals in the video replay review room, had no involvement in the banging scheme.

Rather, the 2017 scheme in which players banged on a trash can was, with the exception of Cora, player-driven and player-executed. The attempt by the Astros’ replay review room staff to decode signs using the center field camera was originated and executed by lower-level baseball operations employees working in conjunction with Astros players and Cora.

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The Best (Expected) Fastballs of 2019

If you’re into FanGraphs’ linear pitch values, there was a many-way tie for the single most valuable pitch of the year. As the pitch values are context-neutral and count-adjusted, the best pitch you can throw is a 3-0 pitch that retires a batter. 3-0 is the worst count you can be in as a pitcher, and an out is the best possible outcome. Here’s one:

Wait a second. That doesn’t look like a very good pitch at all! Yasiel Puig got robbed there; that’s a 400-foot laser beam, at pretty much the optimum home run angle. He just happened to catch the deepest part of the park, and Starling Marte is fast.

Yes, linear weights aren’t perfect. We all know that. Many of their problems are nearly impossible to fix; if a pitcher’s fastball helps set up his slider, should it get credit for some of the slider’s effectiveness? If he’s staying away from Juan Soto with first base open and a man on third, should we dock those pitches for being outside the strike zone? Pitch values have their fair share of problems.

But if we can’t fix all of those problems, we can at least tackle one. When a ball is nailed like Puig did with that one, it’s usually a hit. Since 2015, we’ve had access to xwOBA, which (roughly speaking) considers the speed and angle of a given hit to assign it a value. Rather than look at the result on the field, it looks at the results of all similar batted balls. It has its shortcomings (largely related to spray angle), but it sure beats calling that Jordan Lyles pitch a good one. Read the rest of this entry »


Josh Donaldson Upgrades Already-Potent Twins Lineup

The Twins won 101 games last year, set a major league record with 307 homers, and ranked second in the American League in scoring at 5.80 runs per game, yet they found a way to improve that juggernaut of an offense by signing Josh Donaldson to a four-year, $92 million deal. The just-turned-34-year-old slugger will man the hot corner, while incumbent third baseman Miguel Sanó will take over first base duties. It’s a risky move given Donaldson’s age and injury history, but it’s a bold one that improves the Twins’ chances of winning another AL Central title and returning to the postseason for the third time in four years.

Donaldson spent the 2019 season with the NL East champion Braves, and stayed healthy for the entire year for the first time since 2016, playing 155 games; by comparison, he played a combined 165 games for the Blue Jays and Indians in 2017-18 while battling shoulder and calf injuries. He hit a robust .259/.379/.521 (132 wRC+) with 37 homers, up from eight in 2018, and won NL Comeback Player of the Year honors.

Donaldson finished with 4.9 WAR thanks to above-average defense that resulted in his being a Gold Glove finalist. By UZR, he was 2.4 runs above average at the hot corner, by DRS he was second among all third baseman at 15 runs above average (trailing only Matt Chapman), and by Statcast’s new Outs Above Average, he was third at eight OAA (trailing only Nolan Arenado and Chapman). Read the rest of this entry »


Which Star Player Has the Most Trade Value?

Without going into the likelihood of a trade or the reasons (or lack thereof) behind one, I’m interested in gaining some insight into the relative merits of four star players rumored to be on the block: Nolan Arenado, Mookie Betts, Kris Bryant, and Francisco Lindor. We shouldn’t have to go too deeply into the background of each player, as they are four of the very best players in the game, but here are some basics:

Four Stars On the Trade Block?
2020 Age Career PA Career WAR 2019 wRC+ 2019 WAR 2020 WAR
Nolan Arenado 29 4357 31.3 128 5.9 5
Mookie Betts 27 3629 37.2 135 6.6 6.5
Kris Bryant 28 3105 27.8 135 4.8 4.6
Francisco Lindor 26 3244 27.2 114 4.4 5.8

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Pitch Design: Tyler Glasnow Can Be More Elite in 2020

The 2020 Tampa Bay Rays arguably have one of the best front-end starting rotations in the American League, with Charlie Morton, Blake Snell, and Tyler Glasnow as the headliners. Last season, Glasnow flashed moments of brilliance prior to and following a mid-season injury that halted his torrid start in early May and kept him out of the rotation until September. Glasnow already has the ability to be the ace of the Rays staff — in his 60.2 innings, the right-hander was worth 2.3 WAR and posted a 1.78 ERA and 2.26 FIP — but a couple of minor adjustments could vault him into 2020 Cy Young Award discussions.

Glasnow, who avoided salary arbitration last Friday by agreeing to a one-year, $2.05 million deal, operates with three pitches: a straight, backspinning four-seam fastball that has some carry and can sometimes have cutting action; a 12-6 diving curveball; and a hard changeup that exceeds 90 mph.

Let’s start by looking at Glasnow’s four-seamer, one of the straightest in baseball with a good amount of rise:

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