Aaron Bummer’s Sinker Is No Disappointment

This season, the AL Central could feature three above-.500 teams for the first time since 2015. The Twins and Indians should remain at the top of the division, but after an active offseason, the White Sox could very well join them in a tight race. It reminds me a bit of the NL East in recent years: a lot of good teams, but none without a glaring hole somewhere.

The White Sox are hardly immune. Their rotation doesn’t project to be great, and there are still a few question marks in the lineup, like whether Yoán Moncada will regress, or Nomar Mazara will progress, and how Luis Robert will hit.

But even with those options, I would argue that Chicago’s most prominent weakness is their bullpen. By projected WAR, the White Sox relief unit ranks 26th in the majors, their worst individual ranking among any of the 12 positions we currently have listed on our Depth Chart pages. Most of their expected value comes in the form of Aaron Bummer, who flew far under the radar last season despite being among the best at one extremely important skill: inducing groundballs.

Highest Groundball Rates
Rank Name GB%
1 Zack Britton 77.2%
2 Aaron Bummer 72.1%
3 Adam Kolarek 66.3%
4 Mark Melancon 62.1%
5 Joe Kelly 61.2%
6 T.J. McFarland 61.1%
7 Luke Jackson 60.5%
8 Clay Holmes 60.3%
9 Chad Bettis 59.6%
10 Richard Bleier 59.2%
Qualified Relievers

In 2019, hitting against this lefty was quite the bummer, if you’ll forgive the pun. Batters posted a .235 wOBA in 262 plate appearances against Bummer, which is actually a few points worse than the offensive output of Austin Hedges in his 347 trips to the plate (.242 wOBA). Bummer was clearly doing something right, and much of his success can be attributed to his 72.1% groundball rate, which ranked only second to Zack Britton’s (77.2%) among qualified relievers. In fact, Bummer’s 2019 groundball rate was the ninth-highest of all 1,417 qualified reliever seasons during the 2010s. Here he finds himself on a list dominated by Britton and Brad Ziegler:

Highest Groundball Rates, 2010s
Rank Season Name GB%
1 2016 Zack Britton 80.0%
2 2015 Zack Britton 79.1%
3 2019 Zack Britton 77.2%
4 2012 Brad Ziegler 75.5%
5 2014 Zack Britton 75.3%
6 2017 Scott Alexander 73.8%
7 2015 Brad Ziegler 72.8%
8 2011 Jonny Venters 72.5%
9 2019 Aaron Bummer 72.1%
10 2018 Brad Ziegler 71.1%
Qualified Relievers

For Bummer to remain productive in 2020, he must repeat this skill. Bummer’s 3.41 FIP suggests he was quite a bit worse than his 2.13 ERA indicated (a gap that’s hardly unusual for a pitcher who relies on groundballs for outs), and that’s because his strikeout and walk numbers sat right around the league average for a reliever. That’s not to say that every reliever must have a dominant strikeout-to-walk ratio to have sustainable success. In fact, we have every reason to expect Bummer’s groundball rate to remain elite again this year — running through the data quickly, groundball rates for relievers are pretty sticky from year-to-year, with an r-value of 0.75 from 2018 to 2019:

Bummer actually experienced one of the largest absolute changes in year-to-year groundball rates from 2018 to 2019. When looking at the absolute value of the deltas, he comes out with the 11th-highest change in year-over-year groundball rate among the 141 relievers with at least 30 innings in both years. He had the seventh-highest percentage point increase in year-over-year groundball rate:

Largest Groundball Rate Increases
Rank Name 2018 GB% 2019 GB% Delta
1 Amir Garrett 38.0% 53.9% 15.9%
2 Justin Wilson 35.1% 51.0% 15.9%
3 Héctor Neris 30.8% 45.5% 14.7%
4 Tyler Clippard 19.2% 33.6% 14.4%
5 Joe Kelly 46.9% 61.2% 14.3%
6 Luke Jackson 47.8% 60.5% 12.7%
7 Aaron Bummer 61.2% 72.1% 10.9%
8 Luis Avilán 36.0% 46.8% 10.8%
9 Jace Fry 46.6% 57.0% 10.4%
10 Mark Melancon 52.0% 62.1% 10.1%
Relievers with 30+ IP in 2018 and 2019.

While Bummer was certainly well above-average at this skill in 2018, he turned in an unprecedented season of grounders in 2019. For further proof of him newfound dominance, examine his average launch angle against, which fell from +0.7 degrees to -3.4 degrees. That was the second-lowest average launch angle in baseball, among the 436 pitchers to allow at least 100 batted balls last season. Only Britton’s -8.9 degree (!) average launch angle against was lower, and only five pitchers overall held hitters to a sub-0 mark.

Bummer clearly became really good somewhere, and it’s obvious that his outstanding sinker had something to do with it. He added 2.5 mph on the pitch from 2018 to 2019, which could serve as a decent hypothesis to explain why his groundball rate shot up. A faster sinker could have been harder to square up, which, in turn, could have led to more groundballs. But there’s almost no correlation (r = .07) between a pitcher’s average sinker velocity and his sinker groundball rate alone, indicating that other factors might be at work here:

In order to evaluate Bummer’s improvement in full, I built a multiple linear regression model for pitcher’s sinkers and their respective groundball rates, accounting for three input variables using data from Baseball Savant and PITCHf/x: sinker velocity, sinker vertical movement, and the absolute value of sinker horizontal movement (because lefties and righties experience opposite x-movements on their sinkers).

Of these three inputs, vertical movement proved to be the most important, with a one-point increase of vertical drop resulting in, on average, a 3.1-percentage-point increase in sinker groundball rate. Horizontal movement also played a rather significant role, but with the opposite effect: on average, a one-point increase in horizontal movement yielded a 2.0-percentage point decrease in sinker groundball rate. Velocity, too, played a role when looked at in combination with these other variables.

Thus we can more fully understand why Bummer’s sinker became extraordinarily dominant in 2019. Not only did he add velocity, he experienced 31% more vertical drop than the average sinker at his velocity and 20% less horizontal movement than the average sinker at his velocity. While the extreme vertical movement was consistent from 2018 to 2019, the extreme lack of horizontal movement on Bummer’s sinker (for its velocity) was new:

Bummer’s Sinker Profile
Year Velocity Inches of Drop Drop Above Avg % vs. Avg Inches of Break Break Above Avg % vs. Avg
2018 93.1 28.9 7.1 33% 13.6 -1.0 -7%
2019 95.6 27.3 6.5 31% 12.1 -3.0 -20%
SOURCE: Baseball Savant

It’s tough to discern this difference from the naked eye — we are only talking about a few inches here — but for posterity’s sake, here’s a Bummer sinker from 2018:

And here’s one from 2019:

Admittedly, it’s hard to notice a difference. I’d rather have the data tell me something changed for Bummer, and indeed, that is what it indicates. The data also demonstrates the uniqueness of Bummer’s pitch: No other pitcher in baseball even came close to featuring a sinker with as much velocity, as much vertical break, and as little horizontal break as Bummer.

As long as Bummer maintains this combination of factors on his sinker, there’s no reason to think he can’t anchor the White Sox bullpen again in 2020. Perhaps worse BABIP luck is on the horizon. Even still, maybe Chicago’s bullpen won’t be so bad after all. At a minimum, they should feel confident they can trust Bummer to get valuable outs for them this year.





Devan Fink is a Contributor at FanGraphs. You can follow him on Twitter @DevanFink.

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ChiSoxfan2
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ChiSoxfan2

Love the article Devin. If Jace Fry can figure out how to not walk batters again, the White Sox could have two nasty left handed relievers for 2020.