Finding a Simple Ideal Launch Angle
On Friday, I examined hitters with new plate approaches focusing on launch angle and plate discipline. I notice Brad Miller, Javier Baez, and Leonys Martin had each dropped their groundball rate but I didn’t have an idea of what is the ideal value. After spending way too much going down way too many paths this past weekend, the simple answer is average 20 degrees (32% GB%) with weak and/or fast hitters needing to push the value down to 15 degrees (42% GB%).
There is no need for readers to hang around any longer if they have more pressing matters like setting their daily or weekly lineups. For those looking for a little more explanation, thanks for staying around. I went through several methods I’m not going to discuss. I like simple useable answers and that’s what I’ll provide today.
The key to finding the idea average launch angle (LA) comes down to this graph in which our own Andrew Perpetua created.

The graph has basically two zones in which hitters want to maximize their exposure for the best wOBA. One is the dark red area in which MLB.com call Barrels. This area is where home runs live. The other region is the long orange region from 50 mph to 120 mph at ~15 degrees launch angle. These are line drives.
The next key is to create a range of a hitter’s normal batted ball outcomes. The standard deviation for exit velocity (EV) is 14 mph and for launch angles, it is 27 degrees. Here is the same graphic with the shaded area including one standard deviation in each direction from the oval’s center.

Hitters who average 85 mph or more exit velocity have the ability to reach the “Barrell”/home run region so they want to get their launch angle averaging around 20 degrees to maximize both their hits and home runs. The league’s best hitters who hit for both average and power live in this area like Mike Trout, Justin Turner, and Rhys Hoskins.
Not every hitter has the bat speed and control to lift every batted ball. It’s tough to hit a ball coming in at 95 mph. It may be impossible for some hitters to get the lift and continue to make acceptable contact. Some hitters have sold out for the extra lift (see Joey Gallo) and say screw contact. It’s a balancing act each hitter must work through.
Once a hitter’s average EV starts dropping under 85 mph, the barrel region gets further out of their reach. These are the hitters with warning track power and see their home runs dreams quickly die. These hitters need to drop their LA enough to live in the long orange finger collecting as many line drives as possible.
Knowing the launch angle needs to be around 20 degrees, I converted the launch angle to groundball rate (GB%). I like using GB% as a proxy for launch angle because GB% is available for minor leaguers and pre-2015 MLB seasons. Also, I found GB% to correlate better to LA because of the differences in classifying flyball, line drives, and popups.
Here are the conversion values.
| LA | GB% |
|---|---|
| 26.3 | 20% |
| 25.8 | 21% |
| 25.3 | 22% |
| 24.8 | 23% |
| 24.3 | 24% |
| 23.8 | 25% |
| 23.3 | 26% |
| 22.8 | 27% |
| 22.2 | 28% |
| 21.7 | 29% |
| 21.2 | 30% |
| 20.7 | 31% |
| 20.2 | 32% |
| 19.7 | 33% |
| 19.2 | 34% |
| 18.7 | 35% |
| 18.2 | 36% |
| 17.7 | 37% |
| 17.2 | 38% |
| 16.6 | 39% |
| 16.1 | 40% |
| 15.6 | 41% |
| 15.1 | 42% |
| 14.6 | 43% |
| 14.1 | 44% |
| 13.6 | 45% |
| 13.1 | 46% |
| 12.6 | 47% |
| 12.1 | 48% |
| 11.6 | 49% |
| 11.1 | 50% |
| 10.5 | 51% |
| 10.0 | 52% |
| 9.5 | 53% |
| 9.0 | 54% |
| 8.5 | 55% |
| 8.0 | 56% |
| 7.5 | 57% |
| 7.0 | 58% |
| 6.5 | 59% |
| 6.0 | 60% |
Of the three original players in question, here they are with their groundball rates:
- Brad Miller: 21%
- Leonys Martin: 21%
- Javier Baez: 28%
No matter their exit velocity, Miller and Martin likely need to lower their launch angle. Baez’s groundball rate is usable especially with an 89.1 mph average EV this season. His improvement is showing up with his .383 ISO but his .167 BABIP is dragging down his batting average.
Ideally, every hitter’s groundball rate is between 32% and 42% (15 to 20 degrees of launch angle) but for assorted reasons, some can’t or don’t achieve it. Some reasons are reasonable, others aren’t. With hitters trying to add lift, some may be taking their uppercut approach too far, especially considering their lack of raw power. Balance is the key.
Jeff, one of the authors of the fantasy baseball guide,The Process, writes for RotoGraphs, The Hardball Times, Rotowire, Baseball America, and BaseballHQ. He has been nominated for two SABR Analytics Research Award for Contemporary Analysis and won it in 2013 in tandem with Bill Petti. He has won four FSWA Awards including on for his Mining the News series. He's won Tout Wars three times, LABR twice, and got his first NFBC Main Event win in 2021. Follow him on Twitter @jeffwzimmerman.
Oh look, another super insightful and eminently useful article by Jeff.
This is great stuff. Thanks, Jeff. I’ve been going down the EV/LA rabbit hole early in the season (how about that Luke Maile guy, eh?!) so any information to help interpret/understand that data is appreciated.
Excellent stuff as usual Jeff. Please take it down so no one in my league sees it.
Also Colin Moran looks super interesting in combination with this article. Currently averaging around 89-90 mph average exit velo according to xStats and had a 34% GB rate last year in the minors, 36% GB rate so far this year after the swing change. If he can keep the lowered strikeout rate he’s been running since last year he could almost start looking Murphy-esque.
Wonderful stuff, good sir.
I do feel like the graph would be more intuitive if it were flipped so that launch angle was on the vertical, and velocity on the horizontal. High angle hits go up, high velocity hits go far, etc …
I found out the top hitters all average like 11-17
https://www.fangraphs.com/community/why-launch-angle-can-only-be-optimized-not-maximized/
20 avg only works when you have a very tight distribution band like daniel murphy because for most averaging 20 means a too big chunk of the curve gets pushed into the 40+ range which are automatic outs mostly.
I found that almost all 18+ LA/<35 GB guys have a sub 280 babip especially if they also pull the ball.Murphy is a rare exception because he has super good barrel control and hits like everything 10-30.
The other exception are guys like JDM who have a ton of oppo power and are not pulling a lot.
I would argue that the EV-LA distribution is not well described by orthogonal standard deviations. See below for Max Kepler’s distribution from last year, which I happen to have plotted. It’s reasonably illustrative. Especially on the launch angle axis, it makes sense that batted balls would bunch up against the upper limit of a player’s range.
Anyhow, I like the quest for simple, useable answers, but it seems like establishing a more representative model for the distribution of EV and LA would be more useful. I haven’t looked at it too much, but perhaps going back to physics would help; assuming normal distributions of bat speed, bat-ball (mis)alignment, and pitch speed, swing plane, etc, and see if those reproduce the more complex EV-LA distribution. Perpetua may have done work in this vein, but I can’t find it quickly.
To your Gallo point, it seems to me like there is no “ideal” average launch angle. What matters is how tight the hitter’s band is around an elevated median. You can average 20 degrees, but if you do it with a huge number of ground balls and popups (wide individual variance) you’re a shitty hitter. If by contrast you have more like a 13 degree launch angle (generally too low), but you never hit anything higher than 15 or lower than 11, you’ll probably win the batting title on the back of insanely high line drive induced babips.