How Serena Williams Destroyed A Drone With A Tennis Ball

Tennis legend Serena Williams hits the court to face off with a drone in this excerpt from Randall Munroe’s “How To.”

The following is an excerpt of How To: Absurd Scientific Advice for Common Real-World Problems by Randall Munroe.

a black and white hand drawn comic of a stick figure person with a ponytail holding a net. the person is chasing after a flying droneA wedding-photography drone is buzzing around above you. You don’t know what it’s doing there and you want it to stop.

Let’s assume you don’t have any kind of sophisticated anti-drone equipment, like net launchers, shotguns, radio jammers, mist nets, counter-drone drones, or other such specialized gear.

If you do have a very well-trained bird of prey, you may think it’s a good idea to send it after the drone.

a book cover that reads "how to: Absurd Scientific Advice for Common Real-World Problems" by randall munroe. it's black with blue font and white stick figures and drawings of drones

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How To: Absurd Scientific Advice for Common Real-World Problems


Every now and then, videos circulate around the internet showing trained birds of prey snatching drones out of the sky. This is a concept we find instinctively satisfying, but any plan that calls for countering rogue machines by training animals to hurl themselves at them is probably a bad one. We wouldn’t enforce speed limits by training cheetahs to leap onto motorcycles. It would be cruel and dangerous to the cheetahs, and besides, there are a lot more motorcycles than there are cheetahs. Earth’s motorcycle : cheetah ratio (MpC) has never been precisely calculated, but it’s probably several hundred thousand.

Similarly, there are certainly more drones in the world than birds of prey—and new drones are being produced a lot faster than new birds of prey. Earth’s drone : hawk ratio is harder to estimate than its MpC, but it’s almost certainly greater than 1.

an illustration of a motorcycle on the left, a ratio sign in the middle, and a cheetah on the right. under is written "MPC: 100,000+" a comic drawn drone on the left with a ratio sign in the middle and on the right an illustration of a bird. under is written "DPH: greater than or equal to 1

If falcons are a bad idea, what else might you use?

Drones are up in the air, so you want to send an object flying through the air. Humans send objects flying through the air all the time in the world of sports—see chapter 10: How to Throw Things for instructions.

Let’s suppose you have a garage full of sports equipment—baseballs, tennis rackets, lawn darts,1 you name it. Which sport’s projectiles would work best for hitting a drone? And who would make the best anti-drone guard? A baseball pitcher? A basketball player? A tennis player? A golfer? Someone else?

a comic with a drone flying in the left corner, and four stick figure people at the bottom conversing. the speech bubbles say: "i can call my cousin; she's a pro golfer." the third person says: "my brother does archery." the fourth person says: "my mom once threw a harpoon at an automated movie ticket kiosk."

There are a few factors to consider—accuracy, weight, range, and projectile size.

illustrations of a baseball, arrow, basketball, and boomerang. underneath are four columns of pros and cons. baseball: pros - heavy yet can be thrown fast. cons - small size means precision is needed. arrow: pros - very fast, easy to aim. cons - flies far, may endanger neighbors. basketball: pros - large easier to hit target. cons - heavy, difficult to throw. boomerang: pros - flies back to you if you miss. cons - flies back to you if you miss

A lot of drones are pretty fragile, so let’s assume for the moment that as long as you can hit it, you’ll cause it to crash. (This has certainly been my experience.)

For the purpose of approximate comparisons, we’ll use a simple number to rate the accuracy of projectiles across different sports, representing the ratio of range to error. If you throw a ball at a target 10 feet away, and you miss by an average of 2 feet, then you have an accuracy ratio of 10 divided by 2, or 5.

The body of a medium-size drone—like the DJI Mavic Pro—has a “target area” about a foot across, meaning we can miss the center of the drone by 6 inches in either direction. If it’s hovering 40 feet away, we’ll need an accuracy ratio of 80 to be likely to hit it—or somewhat less if the projectile is larger, since that gives us more room for error.

three illustrations. from left to right: a drone in a three-dimensional box, drone in a rectangular 2D box with two lines running parallel to each other touching two of the end points of the box with the words "smaller target", 2D box with a drone inside and two parallel lines touching two other corners of the box with "larger target" written.

Shots in which the projectile travels in a high arc, like in basketball or golf, gain additional accuracy, since the drone’s wide and flat shape presents more of a target. And large projectiles, like footballs and basketballs, have more margin of error.

an illustrated diagram with four basketballs on the left and a drone above it showing the wider target area. on the right is another diagram showing seven baseballs with a drone above it indicating a narrower target area

Here are some estimated accuracy ratios for various athletes, based on competition play, exhibitions, or scientific studies in which athletes tried to hit targets.

Athlete Estimated Accuracy Ratio Attempts required to hit DJI Mavic Pro at 40 feet Based on
Soccer Kicker 21 13 Study of 20 experienced Australian players
Placekicker 23 15 NFL Kickers in the late 2010s
Recreational hockey player 24 35 25 recreational and university hockey players
Basketball (Shaquille O’Neal) 36 4 NBA free throw percentage
Golf drive/chip 40 6 2 PGA drive accuracy stats
Basketball (Steph Curry) 63 2 NBA free throw percentage
NHL All-Star 50 9 NHL accuracy shooting
NFL QB passing 70 4 Pro Bowl precision passing typical score3
High school pitcher 72 3 Study of 8 Japanese high school pitchers
Professional pitcher 100 2 Study of 8 Japanese high school pitchers
Darts champion 200-450 1 4 PDC analysis of Michael van Gerwen
Olympic archer 2,800 1 2016 Korean men’s archery team
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Clearly, archers are the best choice, if you can find one. Their combination of extreme precision and long range would make them ideal defenders. Pitchers would also be a great choice—and a baseball would probably do a lot of damage. Basketball players make up for their lower accuracy with a large projectile and efficient arcing shot. Hockey players, golfers, and kickers are all probably less than ideal choices.

I was curious to test this in the real world, and one sport I couldn’t find good data on was tennis. I found some studies of tennis pro accuracy, but they involved hitting targets marked on the court, rather than in the air.

So I reached out to Serena Williams.

To my pleasant surprise, she was happy to help out. Her husband, Alexis, offered a sacrificial drone, a DJI Mavic Pro 2 with a broken camera. They headed out to her practice court to see how effective the world’s best tennis player would be at fending off a robot invasion.

The few studies I could find suggested tennis players would score relatively low compared to athletes who threw projectiles—more like kickers than pitchers. My tentative guess was that a champion player would have an accuracy ratio around 50 when serving, and take 5-7 tries to hit a drone from 40 feet. (Would a tennis ball even knock down a drone? Maybe it would just ricochet off and cause the drone to wobble! I had so many questions.)

a stick figure resembling serena williams on the left has a racket and tennis balls in hand. on the right is a stick figure of alexis flying a drone in the air with a remote control

Alexis flew the drone over the net and hovered there, while Serena served from the baseline.

Her first serve went low. The second zipped past the drone to one side.

a comic of a flying drone with a tennis ball arcing over it

The third serve scored a direct hit on one of the propellers. The drone spun, momentarily seemed like it might stay in the air, then flipped over and smashed into the court. Serena started laughing as Alexis walked over to investigate the crash site, where the drone lay on the court near several propeller fragments.

a comic of a broken drone

I had expected a tennis pro would be able to hit the drone in five to seven tries; she got it in three.

a multi-paneled comic. on top: a stick figure of serena williams serves a tennis ball that launches and hits an incoming drone. there are three other drones in the air and one broken one on the ground. on the far left: the stick figure of serena jumps with her racket above her head. in the middle: the stick figure of serena whacks a drone with her racket. on the right final panel: serena's stick figure is swinging her racket at two flying drones, with broken pieces of drones underneath her

Even though it’s just a machine, a drone lying on the ground seems oddly tragic.

“I felt really bad hurting him,” Serena said, after the pieces had been collected. “Poor little guy.”

I couldn’t help but wonder: Is it wrong to hit a drone with a tennis ball?

I decided to ask an expert. I contacted Dr. Kate Darling, robot ethicist at the MIT Media Lab, and asked her if it’s wrong to hit tennis balls at a drone for fun.

She said, “The drone won’t care, but other people might.” She pointed out that while our robots obviously don’t have feelings, we humans do. “We tend to treat robots like they’re alive, even though we know they’re just machines. So you might want to think twice about violence towards robots as their design gets more lifelike; it could start to make people uncomfortable.”

That made sense, but on the other hand, should we really be making ourselves so vulnerable?

“If you’re trying to punish the robot,” she said, “you’re barking up the wrong tree.”

She has a point. It’s not the robots we need to worry about, it’s the people controlling them.

If you want to bring down a drone, perhaps you should consider a different target.

a comic of a stick figure of serena williams serving a tennis ball that has hit a stick figure of alexis on the left. a drone buzzes in the right corner


1. For those who weren’t around in the 1980s, lawn darts were big heavy plastic darts with metal tips, similar to medieval weapons, which were sold to children as part of a game that involved throwing the darts high into the air. They were eventu- ally banned in the United States for reasons that seem pretty obvious in retrospect.

2. This is for a very accurate long drive. Accuracy for shorter-range chips may be higher.

3. Quarterback Drew Brees, on the show Sport Science, threw a football at an archery target 20 yards away, hitting the bulls-eye ten times out of ten. This suggests that under those circumstances, his accuracy ratio is somewhere above 700—better than a darts champion.

4. If they could keep their accuracy at that long range.

Excerpted from How To: Absurd Scientific Advice for Common Real-World Problems by Randall Munroe. Copyright © 2019 by Randall Munroe. All rights reserved. No part of this excerpt may be reproduced or reprinted without permission in writing from the publisher.

Meet the Writer

About Randall Munroe

Randall Munroe is a comic artist, creator of, and author of Thing Explainer: Complicated Stuff in Simple Words (Houghton Mifflin Harcourt, 2015) and What If?: Serious Scientific Answers to Absurd Hypothetical Questions (Houghton Mifflin Harcourt, 2014). He’s based in Cambridge, Massachusetts.

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