Archive for Daily Graphings

Reynaldo López, Looking Up

Reynaldo López had a bummer of a 2019. Offense is high around the league, but a 5.38 ERA is still terrible. Pitchers don’t adjust for league offense or batted ball luck in their heads; they pretty much know the way the numbers work. Two is otherworldly, three is good, four is average, and five is “what am I doing wrong?” Honestly, it doesn’t even get that much better if you do get fancy; he had a 5.04 FIP and a 5.27 xFIP, so it’s not as though he was just getting unlucky. Those were 8% and 15% worse than league average, respectively — not great.

But wait — López was worth 2.3 WAR last year. That’s not Jacob deGrom or anything, but it’s a totally acceptable number, not at all in line with the string of fives that comprise his runs allowed statistics. Is this just a sign of how bad replacement level pitchers are? Nope! It’s a sign of a quirk in our WAR calculations and a quirk in López’s game.

When we calculate a starting pitcher’s WAR, we use FIP, with one small modification. Infield fly balls are automatic outs, and in our WAR calculations (but not in the FIP numbers we display) we count them as such by treating them as strikeouts. It’s a true enough outcome — infield fly balls pretty much always turn into outs. Grounders, line drives, and other fly balls are all soup, but a popup’s fate is known the moment it’s launched.

López gets a lot of infield fly balls. In 2019, he led the majors with 36. In 2018, another year where he managed 2.3 WAR with a 108 FIP-, he tied Max Scherzer for the major league lead with 38. Outs don’t get much easier than this:

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OOTP Brewers: So Long, First Place

Today puts a neat bow on the with-no-live-baseball portion of the Out Of The Park season. Next week, there will be actual live baseball games. This week, it’s the OOTP All-Star Break, which means there won’t be any games all week. The All-Star Break is the traditional first-half/second-half delineation, so everything is lining up perfectly, a fake-baseball-video-game Stonehenge.

In the game, on the other hand, not everything is going according to plan. Last week, Christian Yelich strained his oblique, an injury that will keep him out of commission until the end of August. This week, we’ve relinquished the NL Central lead. Not to the jerk Cubs, or the flavor of the week Reds, or even Milwaukee’s long-term nemesis, the Cardinals. The Pirates — the Pirates! — have blown past us and now sit atop the division.

It’s not as though this came out of nowhere. They’ve been just off the pace for the better part of a month now, lurking in second place keyed by a robust pitching staff and just enough offense. They haven’t avoided the injury bug completely, but it’s been less harsh; closer Nick Burdi recently tore his labrum, Jarrod Dyson is on the shelf with a muscle strain, and Chris Archer missed his most recent turn in the rotation. Despite those injuries, however, the Jolly Roger has been raised:

NL Central Standings July 13, 2020
Team W L GB Run Differential
Pirates 55 41 +79
Brewers 54 41 0.5 +24
Reds 46 50 9 -20
Cubs 45 51 10 +9
Cardinals 40 57 15.5 -57

It’s tempting to view these passing of the torch moments — the pursuing team tracking down their long-standing tormentor and seizing the reins — as final. A king has his reign, and then he’s deposed. It doesn’t work that way. We could be back in first place by the first game after the break and never give it up. We could trade the lead back and forth for the balance of the year. Any number of things could happen.

In other Brewers news this week, Brett Anderson, recently restored to the starting rotation, is on the IL with a dead arm. That’s his third trip to the IL this year, not to mention a four-day stretch earlier this season when he had a dead arm that didn’t require IL time. Oh yeah — he also has a 12.24 ERA. The time may have come to move on. Read the rest of this entry »


Analyzing the Prospect Player Pool: NL West

Below is my latest in a series discussing each team’s 60-man player pool with a focus on prospects. Previous installments of these rundowns, including potentially relevant context for discussion, can be found here:

AL East and Intro
NL East
AL Central
NL Central

Arizona Diamondbacks

Prospect List / Depth Chart

Remember that, Greinke trade aside, the Diamondbacks have been operating like buyers for the last little while, and only four of their projected regulars/rotation members are under 29. It’s unknowable whether the shortened, but more condensed season will be good or bad for their veteran’s productivity and health, but the DH spot will probably help in that regard. It means little breathers for Kole Calhoun and David Peralta, and extra at-bats for Kevin Cron and Jake Lamb without the defensive drawbacks.

Some of the same benefits could result from rostering Daulton Varsho, especially if Carson Kelly gets dinged and suddenly 36-year-old Stephen Vogt and John Hicks are platooning. Varsho could caddy for any or all of Vogt, Calhoun and Peralta, keeping the older guys fresh while getting plenty of reps so his development isn’t stifled even though he’s technically playing a bench role. This is the type of move that might help Arizona catch Wild Card lightning in a 60-game bottle, but I don’t think their current catching depth allows for it right now. The club only has four backstops in their pool, and even if they eventually add spring NRI Dominic Miroglio they still have fewer catchers than most teams and probably not enough for sticking three on the big league active roster. Perhaps Wyatt Mathieson will put on the gear at the campsite.

The next-highest ranked prospect likely to debut this year is righty J.B. Bukauskas. Some of the Arizona bullpen pieces need to really pop if the team is going to compete (perhaps Archie Bradley truly returns to form, or Yoan López takes a leap, or Hector Rondón bounces back, etc.) and Bukauskas has the stuff to be part of a contingent that helps win coin-flip games. Aside from some other backend/middle relief prospects who might play a role this year (Jon Duplantier and Taylor Widener could usurp Merrill Kelly as the fifth starter, and Kevin Ginkel is a bullpen lock) and a couple likely role players perhaps debuting (bat-first infielder Andy Young and bat-only 1B/DH types Seth Beer and Pavin Smith), the other, more exciting D-backs prospects are young guys just getting reps in camp (Alek Thomas, Corbin Carroll, Blake Walston, Geraldo Perdomo, Levi Kelly, Luis Frias). It’s possible the roster clocks of Josh Green (who doesn’t have to be 40-man’d until 2021) or even 2020 draftee Bryce Jarvis are punched early but Arizona would really need to be in the thick of the postseason picture for that to happen. It’s more likely spot-starter types Jeremy Beasley and Keury Mella are called upon if they need to dip into the campsite for starters. Read the rest of this entry »


Sunday Notes: José Iglesias is an Oriole, and the Six-Hole Fits Him Like a Glove

The Baltimore Orioles didn’t sign José Iglesias for his bat. The 30-year-old shortstop was brought on board this past winter for his glove, which is Wizard-like in quality. Iglesias routinely makes plays that produce hosannas from his hurlers, and harrumphs from the hitters he robbed.

Offensively, he’s humdrum. Iglesias has batted a solid .273 over 2,915 plate appearances, but a stubbornly-low walk rate and sporadic power are flies in the ointment. His 83 wRC+ isn’t bottom of the barrel — not for a middle infielder — but it’s also not indicative of a threat. Nary a pitcher shudders in fear when Iglesias stands in the box.

Is he capable of more? Could a change to his approach and/or swing mechanics result in a mid-to-late career resurgence? I asked that question to Orioles hitting coach Don Long, pointing out that Iglesias went yard a personal-best 11 times last season despite having one of the highest ground ball rates in either league.

“I don’t think it’s so much of a swing change as it is being a little bit more disciplined in what he swings at,” responded Long. “He swings a lot. He’s very similar to [Hanser] Alberto in that sense. They both have a great ability to make contact and put the ball in play. I would like to see Jose really concentrate on… being a line drive type of hitter, and if he misses a little bit toward the bottom of the ball, and it is in the air, it’s got a chance to get in the gap or out of the park.”

Long went on to say that he’s been impressed — both in the original version of spring training, and now in ‘summer camp’ — with how Iglesias is striving to improve his plate discipline. Read the rest of this entry »


A Conversation with Cincinnati Reds Pitching Coordinator Kyle Boddy

Kyle Boddy has been playing an important role for the Cincinnati Reds since being hired as the club’s pitching coordinator last October, and his duties have included more than pitching initiatives. The Driveline Baseball founder has also contributed on the scouting side, particularly in assessing and recruiting undrafted free agents. Boddy was involved in the amateur draft as well, and while his efforts there weren’t as extensive, he now knows the respective skill sets of the pitchers the Reds selected as well as anyone. He discussed all three, and a few of the undrafted newcomers, in a recent phone conversation.

———

David Laurila: Let’s start with your role in the scouting process.

Kyle Boddy: “I was involved right away helping with the scouting department, which is cool because that’s something I’d expressed a strong desire to be a part of. Like with everything else, the Reds held up their end of the deal on that. I started out on the professional scouting side — there was no amateur baseball when I signed my contract — so I immediately began identifying minor-league free agents to bring into camp. Of the ones we brought in, I probably contributed to signing four or five — identifying them, recruiting them, and bringing them in.”

Laurila: Who are the guys you contributed to signing?

Boddy: Dylan Rheault was one. Walker Weickel, a former first rounder by the Padres, was another. Those are the two prominent ones. A few others I gave some input on.”

Laurila: What made those ‘four or five’ guys appealing?

Boddy: “It wasn’t necessarily the performance work. We have the fifth most analysts in baseball, and they’re better at it than I am, so I let them do their job. A lot of it was character stuff — where they train, and are they a good fit for our player development system. That was the case on the amateur side, as well.

“We pride ourselves in having strong ‘actual’ scouting coverage. We have good area scouts, and it always starts with them. Especially when it comes to amateur guys. It starts with their reports and then we build off of that. On the pro side it’s a little more pitched in.”

Laurila: What was your role in the amateur draft? Read the rest of this entry »


Tommy Kahnle’s Changeup Change

Earlier this week, Miguel Castro’s hard changeup caught my eye. It’s a weird, good pitch, and it’s thrown by a pitcher who might otherwise fade into the background. What’s more, he’s still bad against lefties despite a spectacular pitch for attacking them. About the only thing that made sense to me in the whole scenario was that Castro uses his changeup to attack lefties, the way right-handed pitchers are supposed to.

We’ll get to whether that’s true in a moment. First, let me introduce you to a righty pitcher who looks at this conventional wisdom — changeups to lefties, sliders to righties — and says eh, pass. Maybe not introduce you, actually, because he’s a notable pitcher on a marquee team, but at least alert you to his weirdness. Meet Tommy Kahnle, the man who throws his changeup when he shouldn’t.

As a rule, pitchers hate changeups to same-handed batters. Of all the pitches that righties threw to righties in 2019, only 7.1% were changeups or splitters (a splitter behaves almost exactly like a changeup, and pitch classification algorithms sometimes struggle to differentiate between the two, so for the remainder of this article I’ll be lumping both pitches together). On the other hand, they love them against lefties — 17.5% of right-to-left pitches were changeups. It’s pitching 101.

Kahnle surely took pitching 101; he just doesn’t seem to care. His changeup is his best offering, and he absolutely leans on it against lefties. 59.6% of his pitches to lefty batters in 2019 were changeups. It can’t even properly be called a secondary pitch; it’s just a primary pitch! Nothing to see there — a changeup-heavy pitcher throws a lot of changeups to opposite-handed batters. Where it gets interesting is when he faces righties. What does he do there, in the matchup his pitch wasn’t designed for? Why, he throws a changeup 44.2% of the time, of course.

He’s not alone in this weirdness — Héctor Neris and Tyler Clippard, just to name two, do similar things. But Kahnle interests me, because he wasn’t always this way. In 2017, he was spectacular. A 2.59 ERA, a 1.84 FIP, a Gerrit-Cole-facing-minor-leaguers 37.5% strikeout rate and a minuscule 6.6% walk rate — he was nothing short of dominant. That year, he threw a changeup to righties 14.7% of the time. Huh? Read the rest of this entry »


For Baseball’s Honorifics and Team Names, an Overdue Reckoning

Last month, in the wake of nationwide anti-racism protests following the death of George Floyd at the hands of police, the Quaker Oats company announced that it would retire the name and logo of its Aunt Jemima brand of pancake mixes and other breakfast foods, acknowledging that its origins are “based upon a racial stereotype.” Other corporations quickly followed suit as the branding for products such as Uncle Ben’s rice, Mrs. Butterworth’s syrup, Cream of Wheat cereal, Dixie Beer, and Eskimo Pie ice cream bars came under closer scrutiny. This remarkable, long overdue reckoning on branding and symbolism, on who we honor and how, had already spilled over into the sporting arena with NASCAR’s decision to ban the Confederate flag from its events and the Minnesota Twins’ removal of a Target Field statue of former owner Calvin Griffith over racist remarks he made in 1978, but last week it advanced on several fronts. The NFL’s Washington Redskins and MLB’s Cleveland Indians (hereafter referred to by the team’s respective city names) both announced that they would consider name changes, while the Baseball Writers Association of America has begun an internal discussion to change the names of two awards on which its members vote.

On the NFL front, in the latest turn of a decades-old battle, Washington announced that the team “will undergo a thorough review of the team’s name.” That came after FedEx, which owns the naming rights to the team’s stadium, requested it do so. Within hours, Cleveland followed suit with a statement saying that the club is “committed to engaging our community and appropriate stakeholders to determine the best path forward with regards to the team name.”

The statement arrived nearly a year and a half after the franchise announced a phaseout of its Chief Wahoo logo, a grotesque and demeaning caricature that in various incarnations had been in use since 1948, the same year that Cleveland won its last World Series. The logo made its last lap around the league in 2018, and did not appear on any of the team’s 2019 uniforms. Read the rest of this entry »


Mel Rojas Jr.’s 2020 Season Could Become One of the Greats

In the third inning of ESPN’s broadcast of a tilt between the KT Wiz and the Kia Tigers on Wednesday, Karl Ravech and Eduardo Perez welcomed on former 10-year major leaguer Mel Rojas. The timing worked out well — the fourth batter of the inning was his son, Mel Rojas Jr. 로하스, who stepped to the plate with runners at second and third and one out in a 1-1 game.

“He’s smart,” Mel Sr. said. “He knows he’s not getting a good pitch to hit. He’s patient.” The son proved the father right, fouling off two strikes while taking three balls. With the count full, Perez asked the elder Mel what he would throw his son in this situation, with first base open and two outs. “Split,” he responded. “… I would not throw it for a strike.”

Indeed, he got the splitter from Tigers pitcher Min-woo Lee 이민우, but the pitch hung, crossing the plate at the knees. The younger Rojas flicked his bat effortlessly through the zone, slapping a base hit to center that plated two runs. On the broadcast, his father hardly budged. Two innings later — with his father now off-screen but presumably still watching — Rojas came through with a runner in scoring position again, hitting another two-out RBI single to help push the Wiz to a 7-4 victory.

No one in the KBO is more dependable than Rojas with men on base right now, because there is simply no one hitting better in general. He’s within striking distance of the standard triple crown (third in batting average, first in RBI, first in homers), as well as the triple slash crown (fourth in OBP, first in slugging). In fact, across the board, there is no one having kind of season at the plate that Rojas is.

Mel Rojas Jr. KBO Ranks, 2020
Metric Value Rank
BA .374 3rd
OBP .426 4th
SLG .707 1st
OPS 1.133 1st
HR 19 1st
RBI 52 1st
ISO .333 1st
wRC+ 189 1st

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Analyzing the Prospect Player Pool: NL Central

Below is my latest in a series discussing each team’s 60-man player pool with a focus on prospects. Previous installments of these rundowns, including potentially relevant context for discussion, can be found here:

AL East and Intro
NL East
AL Central

Chicago Cubs

Prospect List / Depth Chart

It’s likely top prospect Nico Hoerner sees a lot of time at second base and center field. The prospects ranked two through five in the system are all on the 60-man player pool. Of those, right-hander Adbert Alzolay and, to a lesser extent, catcher Miguel Amaya (who is now on the 40-man) are the two most likely to see some big league time this year. Were Willson Contreras to get hurt, I’m not sure if the club would let iffy defender Victor Caratini play every day, add veteran NRI Josh Phegley to the 40-man to share duties, or if they’d simply promote 21-year-old Amaya, who has been lauded for his maturity and advanced defense since he was 18.

I also think there’s a chance the Cubs are in the thick of it come September, consider 21-year-old lefty flamethrower Brailyn Marquez one of the org’s best dozen pitchers, and decide to bring him up as a late-inning relief piece. He’s going to be added to the 40-man this offseason regardless.

The other very young guys in the player pool are Christopher Morel and Brennen Davis, two big-framed, tooled-up developmental projects. It’s interesting that the Cubs added Morel ahead of Cole Roederer or any of their 2019 and 2020 college draftees, but the club is only at about 50 of their 60 allotted players and they clearly need more hitters in the offsite camp, so I expect several notable names to be part of the group in South Bend soon. Read the rest of this entry »


Problem Solving in Fake Baseball

Today’s article is about a form of baseball that doesn’t exist in real life. Let that be a disclaimer upfront — if you’re looking for an interesting middle reliever or 10 reasons why Christian Yelich is great against fastballs (number six will shock you!), this isn’t the article for you. That’s not to say those don’t exist — I wrote about Miguel Castro literally yesterday, for example. But today’s piece simply won’t be one of them.

With that out of the way, let’s set the stage. I’ve been playing a lot of Out Of The Park Baseball 21 lately. Some of that is for an article series, but some of it is because I want baseball in my life, and the game absolutely delivers. One mode in particular has been a great avenue for the analytical rabbit holes I love diving down: tournaments.

Without going into the specifics of the way the game is built, I’ll give a rough outline of the problem that first interested me. The standard tournament format is a 32-team bracket that plays best-of-seven series in each round. There’s no reseeding, no fancy gadgets; just 16 seven-game series, followed by eight, then four, then two, and then the finals.

In almost all other ways, the game approximates baseball. You field a 26-man roster, players need rest, and starters and relievers have realistic stamina. There are all kinds of fun roster choices to make — mid-career Tony Gwynn or young Pete Rose in right field, peak Ichiro or 1997 Bernie Williams in center, to name two — but for the most part, it’s a faithful simulation of baseball.

There is, however, one very specific wrinkle. In these tournaments, there are no off days. The first set of series takes place over seven consecutive days. As soon as the last series is decided, the next round begins the following day. You could, in theory, win the first round in seven games, win the second round in seven games, and end up playing on at least 18 straight days even if you sweep or get swept in the third round. Read the rest of this entry »