There Are Some Diamonds at the Back of Arizona’s Rotation

Players have reported to camp, bullpens are being thrown, and batting practice is being taken. Spring training is nearly in full swing with a full slate of games scheduled for Saturday. Every spring, the various position battles being waged on every team’s roster are often the most interesting storylines to follow.

This year, a surprising position battle opened up in Arizona. Last weekend, Mike Hazen, the general manager of the Diamondbacks, confirmed that there would be an open competition for the fifth spot in Arizona’s rotation. With Madison Bumgarner added during the offseason and Robbie Ray still in the fold, it looks like the D-backs have just one open spot. Luke Weaver should be fully healthy after recovering from his forearm strain that wiped out nearly four months of his season last year. Mike Leake, who is dealing with a fracture in his non-throwing hand this spring, likely has a spot in the rotation locked up too. Many assumed Zac Gallen, acquired by the D-backs at the trade deadline last year, would have earned that last spot with his impressive rookie campaign, but apparently that’s not the case. Instead he’ll have some competition in the form of Merrill Kelly and Alex Young.

The fifth spot in the rotation is probably Gallen’s to lose, but both Kelly and Young bring intriguing profiles to the table that make this position battle a little more interesting than it may seem. Here’s a quick look at what ZiPS sees from this trio. Read the rest of this entry »


Stick It in Your Ear: How Rebellion Makes Baseball Occasionally Cool

Cheating, if you haven’t heard, is extremely cool. To look at the rules as listed, tilt your sunglasses down and, while loudly chewing gum, announce that nah, the rules are not for you, is the absolute peak of baditude. Why do you think teams have been doing it for generations? To weaken the integrity of the game and remind people that it’s nothing but a useless novelty and none of it really matters? Of course not. They’ve done it because rules are just the box society wants to keep us in. Our job as cool people is to continuously break out of it.

So it makes sense that Astros fans are leaning into their new persona as people desperate to be victims of an unclear injustice, “turning heel” to the rest of the league, as if they had at any point throughout this cheating scandal been considered heroes.

Is it “cool” to break the sport and get fans across baseball to wonder why they even bother watching? I mean, sort of. It’s at least been a more talkative offseason for baseball, with more going on than simply waiting for top free agents to sign somewhere. The violent spasms going on as baseball fights with a modern version of itself are unbecoming, but they are certainly more interesting than waiting out the late winter hellscape with a list of top ten spring training hairdos.

It’s an interesting exercise to look back through baseball and determine what has been “cool” through the years. You’re reading FanGraphs, so obviously you live at the intersection of “baseball” and “coolness.” But there was a time when coolness in this sport wasn’t defined by colorful charts or $30 t-shirts that warn people the wearer is despised among their peers. In fact, it was this day 20 years ago when we were reminded that baseball’s coolest players were identified by the bejeweling of their ear lobes. Read the rest of this entry »


Eric Longenhagen Chat 2/21/20

12:02
Eric A Longenhagen: Good morning, chat.

12:04
Eric A Longenhagen: There’s watchable Major League Baseball on today, which is lovely. I’ll be back on the team list grind starting next week (Philly and other Tampa cluster teams are up) but for now let’s chat all things baseba..

12:04
Toshi: Hi Eric,

Thank you for the chat. While ago, you mentioned during a chat that the Mariners got much better at developing pitchers. Is that because of (1) hiring new people who are good at it, (2) started embracing new philosophy or technology, (3) got better at drafting, or (4) something else? Thanks!

12:05
Eric A Longenhagen: 1 and 2. I was in Peoria to watch George Kirby and Sam Carlson throw bullpens earlier this week and they have a rapsodo and edgertronic going in the ‘pen. The dev staff changes have worked out (mostly, one very prominent example did not)

12:05
Matt: Where would oscar colas rate by fv from what you’ve heard/seen? And any rumors on who lead(s)?

12:06
Eric A Longenhagen: 35, he’ll be on the list of whoever signs him in the honorable mentions. Had a director comp him to a lot of the DH-only type 4A guys

Read the rest of this entry »


Let’s Dole Out Some Twists of Fate, National League Edition

Black swan events are a defining feature of each baseball season. Like any good sport, the contours of the game elicit a comfortable and familiar warmth. But also like any good sport, the details that make up the fabric of a particular contest or campaign are essentially unpredictable. It’s the round ball, round bat game: Weird stuff happens all the time.

Once they happen though, unexpected events have a way of enmeshing themselves in the game’s broader narrative as if they were just another ad on the outfield wall. Our brains struggle to handle surprises, and so we rationalize them. For a time, it was very weird that Lucas Giolito suddenly looked like one of the best pitchers in baseball; by the time the Cy Young ballots were tallied, his breakout season was just another event from 2019, a feel-good moment and a developmental win but no longer a curiosity. Lucas Giolito is now good and we accept this for what it is.

But there’s so much more fun to be had with unexpected events. They’re worth celebrating on their own merits. In one form or another, they happen every day and to every team and we should remember the most notable of those surprises. More to the point, one of these is coming for your club in 2020. Like a birthday present waiting to be unwrapped, each team is just a month or so away from discovering something weird about itself. Today we’re going to use recent history as a guide to imagining what that will look like. Read the rest of this entry »


The Obscenely Early ZiPS Projected Standings

Naturally, once the ZiPS elves have finished baking the ZiPS, the first thing I want to do — at least after actually getting some sleep — is to crank out some ZiPS projected standings. So let’s wrap up ZiPS Week (I’m possibly the only person calling it this) by doing the first run of the ZiPS projected standings for the 2020 season.

The methodology I use is not identical to the one we use in our Standings, so there will naturally be some important differences in the results. So how does ZiPS calculate the season?

Stored within ZiPS is the first through 99th percentile projections for each player it projects. I start by making a generalized depth chart, using our depth charts as an initial starting point. Since these are my curated projections, I then make changes based on my personal feelings on who will receive playing time, as filtered by arbitrary whimsy my logic and reasoning. ZiPS then generates a million versions of each team in Monte Carlo fashion. The computational algorithms, that is, not dressing up in a tuxedo and playing baccarat like James Bond.

After this is done, then ZiPS applies another set of algorithms with a generalized distribution of injury risk, which changes the baseline PAs/IPs selected for each player. Of note is that higher-percentile projections already have more playing time than lower-percentile projections before this step. It then automatically “fills in” playing time from the next players on the list (proportionally) to get to 700 plate appearances for each position and 1458 innings. Read the rest of this entry »


Job Posting: San Francisco Giants Baseball Systems Product Manager

Position: Product Manager, Baseball Systems

Reports To: Director of Baseball Analytics

Department: Baseball Operations

Position Summary:
The San Francisco Giants are seeking a Product Manager, Baseball Systems to join the Baseball Operations department. This individual will be part of the Baseball Operations R&D team and interface closely with all members of the Baseball Operations and Software Engineering teams. This position will be responsible for managing the development of internal baseball systems by driving business requirements, managing timelines, and overseeing the delivery of data and applications. The ideal candidate will possess product management experience, understanding of modern UI/UX design principles, a technical background with past software engineering experience, and the ability to communicate effectively with baseball staffers. Read the rest of this entry »


Job Posting: Detroit Tigers Baseball Ops Software Engineer and Analyst Positions

Please note, this posting contains two positions.

Position: Software Engineer

Location: Detroit, MI

Job Summary:
The Detroit Tigers are currently seeking a Software Engineer. This role will be responsible for development and maintenance of software projects within Baseball Operations. This position will report to the Sr. Software Engineer, Baseball Operations.

Key Responsibilities:

  • Perform general development and maintenance tasks for the upkeep of internally developed software products.
  • Use modern software techniques and best practices in all parts of the software life cycle.
  • Support the integration of baseball analysis into the Tigers’ proprietary tools and applications.
  • Assist with the design and development of new software products.
  • Other projects as directed by the Baseball Operations leadership team.

Read the rest of this entry »


Job Posting: Trackman Baseball Data Analyst

Position: Data Analyst

Location: Scottsdale, AZ

Description:
Trackman Baseball is seeking an experienced and proficient Data Analyst with an interest in monitoring, analyzing, presenting, and communicating system performance of TrackMan’s stadium tracking systems. The Data Analyst will be part of TrackMan’s Data Quality and Support team based in Scottsdale, AZ and work collaboratively with the global organization to ensure Trackman’s global network of hundreds of stadium systems are operating within specification and exceeding Trackman customers’ expectations.

The Data Quality team and Data Analyst are responsible for the process, methods, tools, and activities related to analyzing and assessing the data quality of TrackMan’s baseball stadium tracking systems. The Data Analyst will support efforts in specifying requirements and managing the tools used to proactively monitor and assess system performance, and work closely with engineering in building and supporting such tools. The Data Analyst will both regularly leverage automated tools and conduct a more detailed and thorough analysis of system performance and lead internal efforts to resolve any system performance issues. As a key member of the Data Quality and Support team, the Data Analyst will take ownership of any issues, drive resolution, and communicate situation and resolution to both internal stakeholders and baseball customers.

The Data Analyst will be knowledgeable of Trackman customers’ use of TrackMan baseball data and drive continuous improvement to the process and tools used in supporting the business. In addition to oversight of daily monitoring and quality checks, the Data Analyst will leverage leading data and statistical analysis methods to quickly conduct ad hoc and specialized analysis on both customer and internal driven questions and issues, and demonstrate sound analysis and strong presentation of findings. Read the rest of this entry »


A Quick Look at Our Playoff Odds

With the release of full ZiPS projections, our playoff odds are up and running. For the most part that means putting a number to things that we already know. The Dodgers are 97.7% likely to make the playoffs, which sounds about right. The NL Central is a four-way tossup with the Cubs out in the lead. The NL East has three teams each with around a one-in-three chance at it. That all tracks with intuition.

Indeed, for the most part, the standings are self-explanatory. That doesn’t mean that everything is obvious and intuitive, however. Let’s take a quick look at a few of the cases where a deeper dive is necessary.

It’s tempting to think of a team’s expected win total as just a sum of their WAR. After all, the W is right there in the acronym! As Dan notes every year, however, adding up WAR totals on a depth chart isn’t a great way to go about things. Rather than just do that blindly, however, we can look at teams whose projected wins diverge the most from their WAR.

To do that, we’ll need each team’s projected WAR totals. Thankfully, there’s a handy page that shows all that data. The Dodgers have the most projected WAR and the Orioles have the least.

With that data in hand, we can work out what win totals every team would have if you could perfectly project WAR onto wins. First, let’s figure out replacement level. There are 1120 projected wins across all the teams and 2,430 total wins available in a season. This leaves 1,310 wins as the amount that replacement level is worth. Spread that across the 30 teams, and that’s 43.66 wins per team. Read the rest of this entry »


Kris Bryant: Leadoff Hitter

Assuming he doesn’t get traded, Kris Bryant appears to be David Ross‘ choice as leadoff hitter this season. It’s not a secret that the Cubs have struggled to find a leadoff man since they let Dexter Fowler walk in free agency after their 2016 championship season. Last year, the Cubs’ .294 on-base percentage and 77 wRC+ from the leadoff spot were the worst in baseball.

Over the last three seasons, nine players have taken at least 50 plate appearances from the leadoff spot.

Cubs Leadoff Hitters Since 2017
Name PA AVG OBP SLG wRC+
Anthony Rizzo 243 .337 .428 .605 168
Daniel Murphy 131 .312 .336 .504 125
Ian Happ 113 .232 .319 .475 108
Ben Zobrist 428 .272 .353 .406 104
Kyle Schwarber 431 .212 .309 .461 96
Albert Almora Jr. 298 .301 .330 .394 95
Jon Jay 239 .267 .325 .350 78
Daniel Descalso 51 .167 .314 .262 62
Jason Heyward 170 .142 .253 .284 44
Minimum 50 PA

Some of these are small samples, and while we know Jason Heyward isn’t a player who would put up a 44 wRC+ with more playing time, we also know he probably isn’t going to be much more than average with the bat. Given the importance of the leadoff spot, average shouldn’t be good enough for a contending team. Ian Happ was a little above average, but his .319 OBP leaves something to be desired. Even the .333 OBP he put up in limited time overall last year isn’t great. Daniel Murphy was only with the club for a few months. Kyle Schwarber’s career .339 OBP screams pretty good but not start-the-game-off great, and being below-average against lefties means he couldn’t do it every day. Read the rest of this entry »