Archive for InstaGraphs

Job Posting: Minnesota Twins Baseball Research Fellow

Job Title: Baseball Research Fellow

Department: Baseball Operations
Reports To: Director, Baseball Research
Start Date: Start dates are flexible between January and August 2021
Application Deadline: Applications will be accepted until October 30, 2020

Position Summary: The Twins are looking for data scientists with a passion for baseball and baseball analysis. New research fellows will work with a variety of data sources to generate insight and have the ability to impact front office decision making, player development, and domestic and international scouting. This position is paid.

Responsibilities:

  • Develop tools and analysis to support baseball operations.
  • Build and evaluate statistical models.
  • Collaborate with data scientists, player development staff, coaches and coordinators and other members of baseball operations.

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Team Pitcher Usage Pages Now Have Postseason Data

Yesterday, we received a reader request asking if we could include postseason games on our team pitcher usage pages:

https://twitter.com/Junts/status/1313897147188871168

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The 2020 ZiPS Playoff Probabilities Are Live!

After a successful initial run — during which I managed not to break FanGraphs beyond repair — the ZiPS playoff probabilities have returned for the 2020 postseason. Again, they are not a replacement for the site’s existing playoff odds, which combine ZiPS and Steamer, but rather serve as a supplemental option with a slightly different methodology. These projections are arrived at similarly to how ZiPS does its roster strength projections during the regular season, only with roster constructions that reflect the very different ways players are used during the playoffs:

These odds will be updated continually as we get closer to first pitch in each round and each game’s starters become clear. Projections for the Division Series that will be played between the various Wild Card Series’ winners will populate after those series have concluded. For the moment, you’ll see their tabs grayed out. In addition to game-by-game projections, you’ll also find series odds, which will update as each series progresses. Read the rest of this entry »


Job Posting: Mariners Baseball Operations R&D Analyst

Job Title: R&D Analyst

Department: Baseball Operations
Reports To: Director, Analytics
Status: Full-time, Nonexempt
Dates: Start date is flexible, but the team’s preference is for candidates that can start by February 1, 2021.

Primary Objective: The Mariners are seeking individuals with a background in statistical analysis for a full-time role on the Research and Development team. This position will work alongside other baseball analysts on a variety of projects, with the ability to impact scouting, player development, and front office decision-making.

Essential Functions:

  • Statistical modeling, analysis, and communication using a variety of data sources including Statcast, Hawkeye, and proprietary data sets
  • Ad-hoc queries and quantitative research
  • Collaboration with all departments within Baseball Operations

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The 2021 Free Agent Tracker Is Here!

Our 2021 Free Agent Tracker is now live! There are currently over 200 players on the list, and several more will be added during the weeks following the postseason as decisions are made on 2021 options and teams continue to clear space on their 40-man rosters. The tracker will be regularly updated throughout the offseason as qualifying offers are made, accepted, and rejected, and free agents find their new homes.

You can filter by status (signed/unsigned), previous team, and signing team, and export the data for your own analysis. You can also currently sort by a player’s handedness, age, and 2020 WAR. Shortly after the postseason ends, projected 2021 WAR will be available, as well will the results of our annual contract crowdsourcing project, which include median contract total, years, and average annual value.

Players with options are not included in the list. The options typically do not have to be exercised or declined until five days after the World Series ends. As options are declined, those players will be added. Some of the more notable players with at least a decent chance of having their options declined are Chris Archer, Jake Arrieta, Brett Gardner, Corey Kluber, and Carlos Santana. Both Nick Castellanos and J.D. Martinez can become free agents by opting out of their current deals, but neither appears likely to do so at this point. Read the rest of this entry »


2020 Bowman Chrome Autograph Prospects Are on the Board

Yesterday, I noticed some odd prospects trending in FanGraphs’ player search bar and, as I often do, I Googled those players to see why that might be. It’s often due to a call-up, trade, or injury, but in this case I found that some young players like Luisangel Acuna were being searched on the site because their autographs are part of a new baseball card set that came out earlier in the week: Bowman Chrome 2020.

I don’t collect baseball cards anymore but I still frequent two local shops that sell board and trading card games (which I do play) in addition to sports cards. During a trip (with a scout, ironically) to one of them last year, I found the shop owner and a customer deep in discussion about the prospects in last year’s Bowman set, a conversation that included mention of how expensive Wander Franco’s cards had become, and how sought after Jasson Dominguez’s first card was likely to be in 2020. I asked, “What is it that’s driving card prices for some of the prospects who most people have never seen play and who a lot of casual fans have never heard of?” to which the customer responded, “Their stats.” Read the rest of this entry »


“I Don’t Know Who FanGraph Is” T-Shirts Now Available!

Want to forever remember John Sterling’s riff on your favorite baseball site’s name? Now you can! In our first collaboration with RotoWear, “I don’t know who FanGraph is” t-shirts are now available for sale.

Not only does the shirt look great, but buying one will also help support the site! Order yours today!


Padres Acquire Another Reliever from the Mariners

After their huge seven-player swap on Sunday night, the Padres and Mariners returned to the same well and struck a smaller deal in the waning minutes before the trade deadline. Taylor Williams is headed to San Diego to join his former bullpen-mates Austin Adams and Dan Altavilla, while the Mariners receive a player to be named later — though the player has already reportedly been named: right-hander Matt Brash. The framework of the Williams deal was established during the negotiations for the bigger trade, but the trigger didn’t get pulled until just before the 4pm EST deadline.

Even though they had acquired Trevor Rosenthal, Adams, and Altavilla in the last few days, the Padres were still looking to improve their bullpen. The health of Adams’ knee is still a question mark and the inconsistent Altavilla is more of a work-in-progress than a sure-thing. In Williams, the Padres get a reliever who can contribute right away. He had been the Mariners de facto closer for much of this season and had shown some promise as a high leverage reliever. He had pushed his strikeout rate over 30% this season and lowered his FIP to 3.50. But he doesn’t come without a few warts. His command leaves a lot to be desired as he’s been prone to overthrowing in particularly stressful situations.

The biggest driver of Williams’ success this year has been an increased reliance on his wicked slider. He’s now throwing his breaking ball more than ever and it’s been extremely effective for him. Opposing batters are whiffing almost 50% of the time they offer at the pitch. What’s even more encouraging is he’s using it more often earlier in counts to steal called strikes while still burying it for whiffs with two strikes. Read the rest of this entry »


Blue Jays Trade for Ross Stripling

For the Toronto Blue Jays, it had already been a busy deadline day. In the dying moments of the trade deadline, they made one last move, acquiring Ross Stripling from the Dodgers:

Stripling has had a rough go of it so far this year. He’s posted his lowest strikeout rate, highest walk rate, and lowest groundball rate, all while allowing his highest rate of home runs per fly ball. That’s about as terrible as it sounds; it’s good for a 7.23 FIP, tied with fellow Blue Jays acquisition Robbie Ray for the worst such mark among pitchers who have thrown at least 30 innings this year.

The Dodgers are flush with pitching depth — Tony Gonsolin’s solid start was likely to force Stripling out of the rotation, and he was more or less a luxury in relief. They’d already tried to trade him once this year, only to have the Angels back out of the deal. Toronto, on the other hand, was starting Hyun-Jin Ryu, three ham sandwiches, and a near-mint condition Juan Guzman rookie card before their recent acquisition spree. The fit is obvious.

Stripling’s sluggish start this year defies easy analysis. The most startling statistic is his sudden inability to strike out right-handed batters. He’s running only a 14.1% strikeout rate against them, as compared to 22.7% before this year. The culprit appears to be two-fold: righties are swinging less at his curveball, previously a go-to out pitch, and missing less often when they swing at his fastball.

That fastball used to be an analytical darling, not quite the pure backspin ideal but not far from it. It’s lost a bit of vertical movement and gained fade, while his curveball has done the opposite: it now falls more but with less glove-side break. It’s a frustrating development for someone who relies on those two pitches mirroring each other.

If that feels to you like a tiny change for such a calamitous fall in results, all I can say is that I agree with you. He’s simply looked a little bit off on the mound this year, right down to an inconsistent release point; he’s released two thirds of his fastballs further to the first-base side of the mound than any fastball he threw in 2019. Here are his 2019 release points:

And 2020:

The Jays are betting that this is just a blip, or that they can fix him if it isn’t. I think that’s a reasonable move, particularly if the two players to be named later they’re surrendering are long shots. Stripling joins Robbie Ray and Taijuan Walker as new starters, displacing either Tanner Roark or Chase Anderson — unless he moves back into the swingman role where he excelled in Los Angeles. Either way, if he returns to anything like his prior form, he’ll be a key contributor for a team on the postseason bubble.

As for the Dodgers, they’ll be fine. They’d been looking to move Stripling for some time, likely to duck below the luxury tax line. With Mookie Betts signing an extension, they’ll probably do that tax line dance again in 2021, which means Stripling was going to be non-tendered or traded given the pipeline of not-yet-arb-eligible pitching coming up behind him. Given his rough recent form, he might not have made their postseason roster, so the decision to get something in return looks reasonable. But if the Jays fix him, or if he simply fixes himself, they might have found a complement to Ryu atop their rotation for years to come. It’s a smart risk by Toronto and a cost-saving move by Los Angeles.


Cubs Add Depth to Their Outfield with Cameron Maybin

A day after adding José Martínez, the Cubs continued to deepen their roster by adding Cameron Maybin in a last-minute trade with the Tigers. Heading to Detroit is shortstop Zack Short, the Cubs’ 20th-ranked prospect.

Maybin signed a one-year pact with the Tigers this past offseason after a late-career resurgence with the Yankees in 2019. It was his third stint with the Tigers after debuting with them way back in 2007 and a one-year stop in 2016. This is now the third time they’ve traded him away.

The biggest adjustment Maybin made last year was a swing change to elevate the ball more often without worrying about swinging and missing. Considered a speedy slap hitter for most of his career, he posted a career-high .209 ISO in 269 plate appearances in the Bronx, with an overall offensive contribution 27% higher than league average. His long journey toward these improvements was chronicled by The Athletic’s Lindsey Adler a year ago:

“I wanna play for as long as I can, so I felt like it was necessary for me to take a leap of faith and try something new,” Maybin said. “I’m having fun trying it. I love taking big swings now.”

It’s those “big boy” swings supported by Thames, molded by Wallenbrock and Antariksa, and encouraged by Haniger and Martinez that have turned Maybin from a fleet-footed clubhouse favorite to an unexpectedly productive part of the outfield depth on a first-place team. It took more than a decade in the league to find this version of himself as a hitter, but the evolution was fruitful.

Maybin set plenty of career bests in his half-season with the Yankees. His groundball rate dropped to 41.2% and his hard-hit rate was higher than ever. With all that hard contact in the air came a career-high strikeout rate, but the additional damage he was able to do on contact made the trade-off worth it.

Maybin hasn’t enjoyed the same success this year, but he’s been limited to just 45 plate appearances after missing time with a quad injury earlier in the season. In his limited time with the Tigers, Maybin’s groundball rate spiked back up to 60.7%, but his hard-hit and strikeout rates were higher than ever. With just 28 batted balls this season, though, that groundball rate could drop quickly with a handful of batted balls in the air. Even more encouraging is Maybin’s barrel rate, which is up to 14.3% in this limited sample.

With Steven Souza Jr. sidelined due to a strained hamstring and Kris Bryant on the mend from a finger injury, Maybin provides some much-needed depth to the Cubs bench. He’ll likely take the place of Albert Almora Jr., who has really struggled since a promising debut back in 2016. The right-handed-hitting Maybin could make a good platoon partner with the left-handed Jason Heyward (.238 wOBA vs LHP this year).

In Zack Short, the Tigers get a major-league ready utility infielder. He’s shown excellent plate discipline skills throughout his time in the Cubs organization, though his strikeout rates have ballooned as he reached the higher minor league levels. Here’s Eric Longenhagen’s report from this year’s Cubs prospect list:

Short struck out at an alarming rate last year, much more than he ever has before (32% last year, 21% career). Some of that may have been due to a smaller sample of at-bats, as he missed much of 2019 with a hand injury. He has good ball/strike recognition, hits the ball in the air consistently, and is a capable defender all over the infield, including at short. He’s now on the Cubs 40-man and I think he’s a big league ready utility man.

The Tigers already have a number of these types of utility infielders on their major league roster in Willi Castro and Harold Castro. Short will probably get an opportunity to differentiate himself from the two Castros this year with the deep 28-man roster.