Archive for Daily Graphings

Panic! At The 12-Game Mark

Here’s a question that you, the fan, might have in a few weeks: My team is 4-8. Is it time to get worried? In a regular 162-game season, that’s not exactly a puzzle: nope! Things are fine, my friend. Sip a frozen drink, or crack open a bag of chips, or whatever it is that you do to relax. Maybe watch a baseball game!

In a 60-game season, things will feel more consequential. That’s convenient, because they’ll also be more consequential. There’s a saying that you can’t make the playoffs in your first month, but you can miss them. This year, that’s out the window. Start out 9-3, and you’re feeling pretty good. Start 3-9, and it’s time to start booking remote cabins for your October socially-distanced vacation.

I wanted to be a little more quantitative than “it’s important to start well.” My first thought was: let’s fire up the Playoff Odds Calculator (an arcane table in David Appelman’s basement that spits out the odds of each team making the playoffs after he mutters some incantations) and give a team a hot start to see what it does to their odds. After that, we can fire up the ZiPS-ulator (a sentient robot living in Dan Szymborski’s attic) and compare.

There’s a problem with that plan, though: it depends on the messy vagaries of our estimation of a team’s strength. A 4-8 start is less painful for the Dodgers than the Diamondbacks because we think the Dodgers are better. The same goes, to a varying extent, for every team in baseball. The schedule matters, but so do our idiosyncratic views on team talent.

Instead, I wanted to create a true neutral scenario, one that you can apply in a general way without specifically digging into what we think of your team. I built a bubble baseball universe that consists of only a single five-team division. Each team has the exact same talent level, and there’s no home field advantage. That means that a 162-game season would, on average, look like this:

Evenly Matched Teams, Pre-Season
Team Record Games Remaining Playoff Odds
1 0-0 162 20%
2 0-0 162 20%
3 0-0 162 20%
4 0-0 162 20%
5 0-0 162 20%

Read the rest of this entry »


Analyzing the Prospect Player Pool: AL West

Today I conclude my 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
NL West

Updating Previously-Covered Teams

A few teams have made significant player pool additions that merit discussion before I get to the AL West. Boston added Tanner Houck, Bryan Mata, Jay Groome, Jarren Duran and Jeter Downs to their pool. The Sox need to make 40-man decisions on all three of the pitchers on that list this offseason. Houck (who might debut this year) and Mata are virtual locks to be added to the 40, while Groome still hasn’t thrown very much as a pro and is far less certain. The good news for Boston (and the bad news for the scouting industry) is that even if Groome looks great, there’s no way for other teams’ scouts to know since they have no access to Sox camp. It’d take a rebuilding team with 40-man space for a developmental dart throw, led by decision-makers previously enamored with Groome (which might be tough to find since prospective Rule 5 picks are evaluated by pro departments, which haven’t seen much of him) to even consider taking someone like that and stuffing them on next year’s active roster. Downs and Duran have 2021 roster timelines.

The Mets also put several more pitching prospects in their pool: Thomas Szapucki, Jordan Humphreys, Franklyn Kilomé, and Matt Blackham. Szapucki, Humphreys and Kilomé are all TJ survivors who are on the 40-man and thus are a good bet to debut at some point this summer, potentially up for good in September. Blackham wasn’t on the Mets prospect list but sat 93-95 and touched 97 last year, and has 30-grade command. The Mets campsite hitters remain packed with veteran utility types more so than prospects.

I’ve mentioned a of couple teams as having a puncher’s chance to compete for postseason berths, in part because they’re in position to get unexpected, unusually strong performance from their bullpens. The White Sox late player pool additions — oft-injured Jacob Lindgren, Ryan Burr, former top 100 prospect Zack Burdi, new draft pick Garrett Crochet, and 2019 breakout guy Jonathan Stiever — are all candidates to pop and contribute to such a cause this year. Chicago also added Blake Rutherford, Luis Gonzalez and Micker Adolfo to their pool. I have low-end platoon grades on Rutherford (who might belong in a low-ball/high-ball platoon rather than a left/right one) and Gonzalez at this point, while it’s clear the org prioritized experimenting with Yermin Mercedes over just DH’ing Adolfo during camp, which I think is instructive for how they should be ordered on the club’s prospect list. Read the rest of this entry »


Brandon Guyer Looks Back

Brandon Guyer announced his retirement last week, ending a career that was undeniably unique. A platoon outfielder for the Tampa Bay Rays and the Cleveland Indians from 2011-2018, the 34-year-old University of Virginia product has the highest hit by pitch rate in big-league history. All told, Guyer was plunked 85 times in just 1,487 plate appearances.

Getting drilled wasn’t his lone skill. A creditable defender with a reliable right-handed bat, Guyer slashed .274/.376/.449 against lefties, and his consummate-gamer personae made him an asset in the clubhouse. Overall, he logged a .727 OPS with 32 home runs (the first of which his wife heard on the radio in a stadium parking lot). A fifth-round pick by the Chicago Cubs in 2007, Guyer went on to have some especially-memorable moments with Cleveland in the 2016 World Series.

———

David Laurila: How would you describe your career?

Brandon Guyer: “First of all, I feel very fortunate to have played seven seasons in the big leagues. When I was thinking about retirement, that brought me back to where it all started, Little League and then the whole journey. If someone would have told me what would happen with my baseball career, I wouldn’t have believed them. All of the ups and downs, the injuries… obviously, my goal would have been 20 seasons and being an All-Star every year, but I’m proud of the career I had. My main goal all along was to make the absolute most of my potential, and I did everything in my power to do that. I left it all on the field.”

Laurila: How do you think most fans will remember you?

Guyer: “Probably as la piñata. And I don’t know if they will, but I hope fans remember me as a guy that played hard, played the game the right way, and carried himself the right way off the field. Those are all things I prided myself on.”

Laurila: When I asked you about it four years ago, you told me there wasn’t an art to getting hit by pitches. Now that you’re no longer playing, is your answer any different? Read the rest of this entry »


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:

Read the rest of this entry »


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 »