Economist: Cori Gauff announces herself at Wimbledon

At the Economist’s Game Theory blog, I wrote about Cori Gauff’s historic upset of Venus Williams:

IT IS hard to avoid the impression that the tennis world has witnessed a changing of the guard. On July 1st , the opening day of the 2019 Championships at Wimbledon, Cori Gauff, a 15-year-old American prospect, upset the five-times champion Venus Williams in straight sets. Ms Williams, aged 39, was not the highest-ranked player to fall on the first day of the tournament; that honour belonged to the reigning US Open champion, Naomi Osaka, the second seed. But no first-round winner has garnered more attention than Ms Gauff, whose youth causes her to establish new records every time she steps on court.

Read the whole thing.

Net Play Has Declined, But This Isn’t Why

Italian translation at settesei.it

Wimbledon is here, so it’s time for another cycle of media commentary about the demise of net play, especially the serve-and-volley. The New York Times published a piece by Joel Drucker last week that covered this familiar territory, cataloguing various reasons why the game has changed. Racket and string technology, along with tweaks to the All England Club playing surface, are rightfully on the list.

But the first reason Drucker gives is the rise of the two-handed backhand and, by extension, the threat posed by players with weapons on both sides:

In May 1999, 43 of the top 100 male players in the world hit their backhands with one hand. As of June 2019, there were 15. According to Mark Kovacs, a sports science consultant and tennis coach, “Most players used to have a weaker side, usually the backhand. And the two-handed backhand changed that completely. It doesn’t give you a spot you can hit to.”

I’m more interested in the “weaker side” argument than the fortunes of the one-handed and two-handed backhands. Many players who still use one-handers, such as Stan Wawrinka, would rightly bristle at a claim that their shots are weak. In terms of effectiveness, the contemporary one-handed shot might have more in common with a two-hander of old than the all-slice, only-defensive backhand favored by many pros in the 1970s and 1980s.

Both sides, now

The “weaker side” argument can be slightly rephrased into a research question: For contemporary players, is there a smaller gap between forehand effectiveness and backhand effectiveness than there used to be?

To answer that, we need a working definition of “effectiveness.” Long-time readers may recall a stat of mine called “potency,” as in “backhand potency” (BHP) or “forehand potency” (FHP). It’s a simple stat, using data derived from the shot-by-shot records of the Match Charting Project, calculated as follows:

BHP approximates the number of points whose outcomes were affected by the backhand: add one point for a winner or an opponent’s forced error, subtract one for an unforced error, add a half-point for a backhand that set up a winner or opponent’s error on the following shot, and subtract a half-point for a backhand that set up a winning shot from the opponent.

The same procedure applies to forehand potency and slice potency. The weights–plus one for some shots, plus a half point for others, and so on–are not precise. But the results generally jibe with intuition. Across 3,000 charted ATP matches, an average player’s results from a single match are:

  • Forehand potency (FHP): +6.5
  • Backhand potency (BHP): +0.8
  • Slice potency (SLP): -1.3
  • Backhand side potency (BSP): -0.5

The first three stats isolate single shots, while the final one combines BHP and SLP into a single “backhand side” metric. All of these exclude net shots, and since forehand slices are so rare, I’ve left those out of today’s discussion as well.

The forehand reigns

The numbers above shouldn’t come as a surprise. The average ATP player has a stronger forehand than backhand, regardless of how many hands are on the racket for the latter shot. Novak Djokovic possesses one of the best backhands in the history of sport, but the gap between his FHP and BSP numbers is greater than average: +11.3 per match for the forehand, and +2.5 for the backhand, resulting in a difference of 8.8. Even a backhand master reaps more rewards on his other side.

The Match Charting Project has at least three matches worth of data for 299 different men across several generations, spanning from Vitas Gerulaitis to Jannik Sinner. Only 30 of them–about one in ten–gain more points on their backhand than on their forehands, and for half of that minority, the difference is less than a single point. It’s a diverse group, including Pat Cash, Jimmy Connors, Guillermo Coria, Ernests Gulbis, Daniil Medvedev, and Benoit Paire. This mixed-bag minority doesn’t provide much evidence to settle the question.

Proponents of the “weaker side” argument often point to the arrival of Lleyton Hewitt as a turning point between the net-play-was-feasible era and the approach-at-your-peril era. Others might point to Andre Agassi. As it turns out, both of these figures are surprisingly average.

The Match Charting Project has extensive records on both men. Hewitt’s forehand was worth +10.0 per match, while his backhand and slice combined for +2.9. That’s a difference of 7.1, a bit greater than average, though less than Djokovic’s. Agassi’s FHP was good for +13.0 per match, compared to a BSP of +6.8. That’s a difference of 6.2, even closer to the mean than Hewitt. Ironically, that gap is almost identical to that of Pete Sampras, whose FHP of +6.3 and BSP of -0.1 were equally spaced, even though his groundstrokes were considerably less effective.

Comparing eras

We can’t answer a general question about trends over time simply by calculating shot potencies for individual players, no matter how pivotal. Instead, we need to look at the whole population.

First, a quick note about our data: The Match Charting Project is extremely heavily weighted toward current players. Our sample of 300 players consists of only 40 whose careers were mostly or entirely in the 20th century, and 30 more whose matches mostly took place in the first decade of this century. Thus, the averages mentioned above are skewed toward the 2010s. That said, the 70 “older” players in the sample are the most prominent–the guys who played in major finals and semi-finals, and Masters finals. If there has been a marked trend across decades, those players should help us reveal it.

The earlier players in our sample are, in fact, quite similar to the contemporary ones. I ranked the 299 players by the absolute difference between their FHP and their BSP, with the most balanced player ranked 1, and the least balanced ranked 299. I looked at two subgroups: the 52 oldest players in the sample, most of whose careers were fading out when Hewitt arrived; and the 78 players with the most recent matches in the sample.

  • Oldest — Average rank: 143, Average (FHP – BSP): 5.7
  • Most recent — Average rank: 155, Average (FHP – BSP): 6.5

These numbers do not indicate that players used to have a weak side, and now they don’t. They don’t really reflect any trend at all. The difference between forehand effectiveness and backhand side effectiveness has barely changed over several decades.

As further evidence, here is a selection of players who are both well-represented in the Match Charting Project data and noteworthy representatives of their eras. They’re listed in approximate chronological order. Each of the shot-potency numbers is given on a per-match basis, and the final column (“Diff”) is the difference between FHP and BSP–the gap between each player’s forehand and backhand sides.

Player              FHP    BHP   SLP   BSP  Diff  
Bjorn Borg          12.9  11.5  -0.5  11.0   2.0  
Jimmy Connors       6.5    9.1  -0.3   8.9  -2.4  
John McEnroe        2.0   -0.4  -2.1  -2.4   4.4  
Mats Wilander       7.2    6.8  -0.5   6.3   0.9  
Ivan Lendl          10.3   4.0   0.6   4.6   5.7  
Stefan Edberg       1.9    1.8  -1.1   0.7   1.1  
Boris Becker        5.9    2.1  -1.5   0.7   5.2  
Jim Courier         13.3   4.2  -0.3   3.9   9.4  
Michael Stich       2.0    2.0  -3.4  -1.4   3.4  
Michael Chang       9.7    5.0  -0.6   4.4   5.3  
                                                  
Player              FHP    BHP   SLP   BSP  Diff  
Thomas Muster       18.4   2.2  -1.1   1.1  17.3  
Pete Sampras        6.3    0.7  -0.7  -0.1   6.4  
Andre Agassi        13.0   7.2  -0.5   6.8   6.3  
Patrick Rafter      3.5    0.5  -1.6  -1.1   4.6  
Carlos Moya         9.8   -0.9  -1.4  -2.3  12.1  
Lleyton Hewitt      10.0   3.5  -0.6   2.9   7.1  
Guillermo Coria     4.7    6.3  -1.2   5.2  -0.5  
David Nalbandian    8.8    5.6  -1.7   3.9   4.9  
Nikolay Davydenko   7.2    4.4  -1.2   3.2   4.0  
Roger Federer       10.0   0.2  -0.4  -0.3  10.2  
                                                  
Player              FHP    BHP   SLP   BSP  Diff  
Rafael Nadal        15.3   2.6  -1.0   1.6  13.7  
Andy Murray         7.2    2.9  -1.8   1.1   6.1  
Novak Djokovic      11.3   3.4  -0.8   2.5   8.8  
Richard Gasquet     1.9    1.4  -1.4   0.0   1.9  
Stan Wawrinka       6.2    0.5  -1.7  -1.2   7.3  
Kei Nishikori       5.4    3.8  -1.1   2.7   2.8  
Dominic Thiem       9.3   -0.1  -1.6  -1.7  11.0  
Alexander Zverev    3.6    4.2  -1.1   3.0   0.6  
Stefanos Tsitsipas  8.3   -0.9  -2.2  -3.0  11.4  
Daniil Medvedev     1.6    3.3  -1.4   1.9  -0.3 

Not weaker, but weak

These numbers cast a lot of doubt on the “weaker side” hypothesis, that it used to be easier to move forward by approaching an opponent’s less dangerous wing.

Instead, what has probably happened is that for the typical player, both sides got stronger. As a result, the weaker side was no longer flimsy enough to make approaching the net a profitable strategy. Even players with weaker-than-average backhands are now able to hit powerful topspin passing shots. This is essentially the racket-and-string-technology argument, and it seems to me to be the most valid.

There’s no question that tennis has drastically changed in the last few decades. But the conventional explanations for those trends don’t always hold up under scrutiny. In this case, while volleys have been reduced to a vestigial part of the singles game, groundstrokes–on both sides–have only gotten better.

Podcast Episode 68: Wimbledon Preview: Hot Streaks for Pliskova and Fritz, and a Cold Streak for Serve-and-Volley

Episode 68 of the Tennis Abstract Podcast, with Carl Bialik of the Thirty Love podcast, starts with a a deep dive into whether there is still a place for serve-and-volley tennis in today’s game, especially for the most dominant servers. The element of surprise is a factor, but the stats are difficult to crunch, as serve-and-volley points don’t occur randomly, and everyone doesn’t even agree on the definition of a serve-and-volley point! is.

We also cover the highlights of the final Wimbledon warm-up events, starting with the big Pliskova-Kerber WTA final and the all-American ATP title match in Eastbourne. We look at the favorites–Novak Djokovic and Ashleigh Barty–as well as this week’s winners, to see how the fortnight at the All England Club is likely to develop.

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(Note: this week’s episode is about 69 minutes long; in some browsers the audio player may display a different length. Sorry about that!)

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Podcast Episode 67: Wimbledon Warm-Up Wins for Federer, Barty, and Andy Murray

Episode 67 of the Tennis Abstract Podcast, with Carl Bialik of the Thirty Love podcast, resumes last week’s discussion about unrestricted in-match coaching, and how technology might drastically change the advice a player receives. We then cover Andy Murray’s successful doubles comeback, and consider what to expect going forward.

Finally, we talk Wimbledon forecasts, taking into account the latest results from Queen’s Club, Birmingham, and the rest. Djokovic remains our men’s favorite, though a handful of new names are forcing us to take notice. New WTA No. 1 Ashleigh Barty has opened up a gap ahead of the rest of the women’s field, making her the top pick amid a very deep field.

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(Note: this week’s episode is about 59 minutes long; in some browsers the audio player may display a different length. Sorry about that!)

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Podcast Episode 66: The Grass is Greener, Even For a Few Dirtballers

Episode 66 of the Tennis Abstract Podcast, with Carl Bialik of the Thirty Love podcast, starts with a discussion about Matteo Berrettini, the Italian clay specialist who proved himself a dangerous competitor on the Stuttgart grass last week. We talk about the tactics that work on grass, and how those sometimes overlap with clay-court strategies, despite the differences between the natural surfaces.

We also cover Andy Murray’s return to the doubles court, Murray’s possibly-tour-best lob, the Herbert-Mahut split, the indoor hard court matches at the Nottingham grass court event, the excellent Nottingham final between Caroline Garcia and Donna Vekic, and finally, the US Open’s decision to allow coaching from the stands at this year’s event.

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(Note: this week’s episode is about 64 minutes long; in some browsers the audio player may display a different length. Sorry about that!)

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Podcast Episode 65: Rafa! Barty! Krawietz/Mies! Roland Garros in Review

Episode 65 of the Tennis Abstract Podcast, with Carl Bialik of the Thirty Love podcast, celebrates the breakthrough of Ashleigh Barty by discussing what sets her game apart, what might be working for her on clay, and what her future holds. We mark Rafael Nadal’s 12th Roland Garros title with a (futile) search for tennis achievements that compare to Rafa’s French Open dominance. Finally, we consider whether the best tennis players are the best at anything in particular, and whether stats on grand slam websites are anything more than a marketing exercise.

As we mention at the top of this episode, Carl interviewed Roland Garros double champions Kevin Krawietz and Andreas Mies earlier this season. Click here to listen to that Thirty Love episode.

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(Note: this week’s episode is about 64 minutes long; in some browsers the audio player may display a different length. Sorry about that!)

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Podcast Episode 64: French Open Final Fours

Episode 64 of the Tennis Abstract Podcast, with Carl Bialik of the Thirty Love podcast, is a special mid-week bonus: a preview of the men’s and women’s semi-finals at Roland Garros. We discuss the unending parade of upsets that has provided us a women’s final four without a single grand slam finalist, as well as the star-studded men’s quartet, including the first Federer-Nadal encounter on clay in six years.

We also touch on the clumsy rescheduling that has left the women’s semis outside the main stadium, and the exciting WTA $125K event happening this week in Croatia.

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(Note: this week’s episode is about 58 minutes long; in some browsers the audio player may display a different length. Sorry about that!)

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Podcast Episode 63: The Last 16 at Roland Garros

Episode 63 of the Tennis Abstract Podcast, with Carl Bialik of the Thirty Love podcast, goes through the quarter-final lineups for both men and women at this year’s French Open. Nadal remains a favorite, Halep faces another newbie, and we offer uncertain forecasts for the lot.

We also discuss the spectator experience at Roland Garros, including what sets the tournament apart from the other grand slams, like the lack of lights and the old-school scoring system.

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(Note: this week’s episode is about 65 minutes long; in some browsers the audio player may display a different length. Sorry about that!)

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A History of Wide-Open French Open Women’s Draws

For the last few years, we’ve been hearing a lot about “depth” in women’s tennis. No player has emerged as a dominant force since Serena Williams began her maternity leave after the 2017 Australian Open. On yesterday’s podcast, I argued that this year’s French Open felt particularly wide-open, especially after seeing a Rome final contested between Karolina Pliskova and Johanna Konta, two women who aren’t known for their clay-court prowess.

When the tape stopped rolling, I generated a forecast for the tournament, using surface-specific Elo ratings for a field made up of the top 128 women in the official rankings. (The makeup of the actual draw will differ, but the exact qualifiers and wild cards typically don’t affect the results very much.) Reigning champ Simona Halep comes out on top, with a 22.2% chance of defending her title. Petra Kvitova is next, just above 10%, followed by Kiki Bertens, who narrowed missed double digits.

The forecast gives two more entrants a 5% chance at the title, five more a 3% or better probability, and another nine a 1% chance. That’s a total of 19 women (see below) with at least a 1-in-100 shot, including such underdogs as Anett Kontaveit and Petra Martic. Maria Sakkari, winner in Rabat and semi-finalist in Rome, is 20th favorite, just below the 1% threshold. There isn’t much to separate the players in the bottom half of this list, and when the draw dishes out shares of good and bad fortune, the order will surely shift.

This all seems … pretty wide-open. It’s certainly a shift from the French Open of 30 years ago, when a dominant Steffi Graf entered with a 68% probability of securing the title, one of only five players with better than a 1% chance. (The tennis gods scoffed at our future retro-forecasts: Arantxa Sanchez Vicario carried her 1.5% pre-tournament odds to the championship.)

The 19-strong gang of one-percenters is, indeed, a very recent development. In the previous 30 years, the average number of players going into the tournament with 1%-or-better title odds was 11.5, and it only reached 19 three times, two of which were 2017 and 2018. (The other was 2010, with a whopping 23 one-percenters, and not a single player above a 13% chance of winning.) As recently as 2004, only eight women had reason to be so optimistic before the first balls were struck.

The second-tier group of favorites–entrants with a 1% shot at the title, but not much more–is the most distinctive feature of recent French Opens, and it lends credence to the argument that women’s tennis is particularly deep these days. You may not take the chances of 17th-seeded Kontaveit too seriously, but she is more a factor than similarly-seeded players 15 years ago.

When we narrow our focus to competitors meeting higher thresholds, like 3% or 5% title-winning probabilities, the present era looks less novel. From 1989 to 2018, the typical field included 6.5 women with 3%-or-better chances, and 4.8 women at 5% or higher. This year’s group includes ten in the first category and five–roughly the historical average–in the second. Only the army of one-percenters sets the 2019 bracket apart from, say, the 1997 field, when nine women headed to Paris with a 3% shot, seven of them at 5% or better.

What has changed is the dominance of the player at the top of the list. The average favorite of the last three decades opened with a one-in-three chance of winning, while Halep hasn’t exceeded 23% in her three years as frontrunner. Here are the ten “weakest” Roland Garros favorites from 1989 to 2019:

Year  Favorite            Fave Odds     
2010  Venus Williams          12.9%     
2018  Simona Halep            19.1%  *  
2011  Caroline Wozniacki      22.0%     
2019  Simona Halep            22.2%     
2017  Simona Halep            23.0%     
2006  Justine Henin           23.3%  *  
2005  Justine Henin           23.4%  *  
2012  Victoria Azarenka       24.1%     
2008  Maria Sharapova         24.5%     
2009  Dinara Safina           24.7%

* Favorites who went on to win

The French Open has traditionally made the women’s field look deep, even when it wasn’t particularly so. The favorite has only claimed the trophy in 8 of the last 30 tournaments, a 27% mark that would almost qualify for the above list. Sanchez Vicario twice won with sub-2% pre-tourney odds, Anastasia Myskina’s 2004 title was a 0.8% shot, and Jelena Ostapenko entered the 2017 event as 27th favorite, behind Mona Barthel and Katerina Siniakova, with a 0.4% probability of winning.

Surprises, then, have always been part of the program in Paris. Without an overwhelming force at the top of the draw with a “1” next to her name, the field has finally caught up. No individual has a particularly good chance of going on a victory tour, but a staggering array of contenders have reason to hope for a magical fortnight.

The complete list of “favorites” sorted by chance of winning: Halep, Kvitova, Bertens, Pliskova, Ashleigh Barty, Angelique Kerber, Elina Svitolina, Caroline Wozniacki, Garbine Muguruza, Naomi Osaka, Sloane Stephens, Marketa Vondrousova, Madison Keys, Konta, Serena, Kontaveit, Caroline Garcia, Victoria Azarenka, and Martic.

Podcast Episode 62: A Roman Holiday for Rafael Nadal and Karolina Pliskova

Episode 62 of the Tennis Abstract Podcast, with Carl Bialik of the Thirty Love podcast, recaps the ATP/WTA joint event in Rome, where Rafael Nadal got his mojo back, winning his ninth title with a decisive final-round victory over Novak Djokovic. We pick apart some of Djokovic’s decision-making, especially his 18 dropshots.

A less-polished clay-court performer, Karolina Pliskova, took the women’s title, and we explain why the conventional wisdom understates how well her game adapts to the dirt.

Also: Nick Kyrgios wants attention, and we give him some.

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(Note: this week’s episode is about 64 minutes long; in some browsers the audio player may display a different length. Sorry about that!)

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