GUNS OR TOUCH?

The shot-by-shot data behind every point won in 2025–26 professional doubles pickleball — what the studies, the stat sheets, and the game film actually say about power versus spin.

The dinking rally had already gone past a minute when Christian Alshon and Gabe Tardio started trading paddle touches so soft the gallery at the PPA Tour Finals could hear sneakers squeak between shots. Ben Johns and Tardio would eventually escape that semifinal 11-8, 11-9, in what PPA Tour's own recap called an extended, almost hour-long grind between two of the sport's most feared closers. Twenty minutes later, on the same court, Johns was drilling a return so hard that a radar gun at a JOOLA exhibition the year before had clocked his serve at 68.35 miles per hour — the fastest ever recorded on tour.

Same player. Same match. Two completely different sports, seemingly happening on the same 20-by-44-foot rectangle. That contradiction sits at the center of the most persistent argument in pickleball: does the modern doubles game get won by the banger who ends the point early, or the dinker who out-waits everyone else? We pulled the peer-reviewed sports-science literature, the PPA Tour's own season stat sheets, and USA Pickleball's equipment filings to find out. The short answer: almost nobody wins on power alone — but almost nobody wins without it, either.

Section 1

The Myth of the Banger

Watch a highlight reel and pickleball looks like a power sport: overhead smashes, chest-high speed-ups, serves that jump off the paddle. Watch a full match and a different picture emerges. The most detailed shot-by-shot study of professional men's doubles ever published — a 2025 analysis in the International Journal of Performance Analysis in Sport that broke down 6,839 shots across eight matches from two PPA Tour events — found that a clean, unreturnable winner ends barely more than one in four points.

Break it down and the researchers found forced errors accounted for 37% of point endings, unforced errors 35%, and clean winners just 28%. The same paper noted that compared with doubles tennis, pickleball produces fewer forced errors, more unforced errors, and fewer outright winners — a fairly precise, data-backed version of the old club-level saying that most points are lost, not won. USA Pickleball's own instructional materials echo the same idea in blunter terms, citing an oft-repeated estimate from tournament coaching that roughly three-quarters of rallies are decided by an error rather than a putaway shot.

That single number reframes almost everything else in this piece. If fewer than three in ten points end because someone hit an untouchable ball, then "power versus spin" isn't really a question about which shot looks more impressive on a highlight reel — it's a question about which style of play survives longest without breaking down. And that turns out to depend heavily on which shot you're asking about.

Section 2

The Serve That Isn't a Weapon Anymore

Pickleball used to have a version of the ace. In 2021 and 2022, Zane Navratil's "chainsaw" serve — spinning the ball against the paddle handle before contact to load it with extra rotation — turned the serve into a genuine weapon, kicking unpredictably off the bounce and drawing weak returns. USA Pickleball banned the paddle-assisted version in 2022, and after a transitional year in which players could still spin the ball with their free hand, the rulebook banned all pre-serve spin manipulation outright starting January 1, 2023. The rulebook committee gave five reasons for the ban, chief among them that the serve was only ever meant to start the point, and that a small number of players had mastered a technique that was, in the rules committee's own words, particularly difficult for recreational players to handle.

That rule closed the door on trickery, but it didn't close the door on pace. Players can still generate real topspin or slice once the ball leaves their hand, and raw serve speed keeps climbing. At a 2025 JOOLA Pickleball Legends Tour stop in Asia that pitted pros against tennis royalty, Ben Johns' fastest recorded serve hit 68.35 miles per hour, ahead of Tyson McGuffin's 64.62 mph and even a 64 mph blast from Andre Agassi himself. On the women's side, Zoey Wang topped the field at 59.03 mph, with Anna Bright next at 56.54 mph. Physicists who've modeled the shot put a ceiling on how useful that speed really is: a paddle-out serve any faster than roughly 54 mph without added topspin will sail long past the baseline, according to calculations published by Scientific American; add heavy topspin and the ball can leave the paddle near 65 mph and still dive into the court.

Here's the catch: even with legal spin and rising speeds, the serve in pickleball simply doesn't dominate rallies the way it does in tennis. A 2025 peer-reviewed notational analysis of five PPA Tour women's singles events found servers won 55.1% of points — a real but modest edge. The companion study on men's singles, using the identical methodology across the same five tournaments, found something more striking: male servers actually won fewer points than they lost, taking only 46.6% of points played. Both papers point to the same mechanical reason — the rulebook requires an underhand serve struck below the waist, which caps the pace and angle a server can generate compared with an overhand tennis serve, and hands the returning team a much more even fight than in racket sports where the serve is a weapon in its own right.

Put together, the serve rules and the serve data tell a consistent story: pickleball has spent the last three years legislating trickery out of the serve while physics and the rulebook's underhand requirement cap how much raw pace can do on its own. The shot that decides most professional doubles points doesn't happen on the serve at all — it happens two or three shots later.

Section 3

Third Shot Showdown: Drop vs. Drive

No single decision gets dissected by coaches more than the third shot — the serving team's first real chance to either float a soft drop into the kitchen and buy time to reach the net, or drive the ball hard and fast at the still-back-footed return team. An independent data-science analysis by Caleb Hyun and Maxwell Cooper, built on more than 2,500 tracked professional doubles rallies and 22,000 individual shots sourced through the pklmart match-data API, put real numbers on the debate for the first time.

Two findings stand out. First, on raw frequency, the third-shot drop still shows up more often than the drive in the shot logs — unsurprising, since the drop is the textbook, lower-risk choice taught to every intermediate player working toward the net. But when the researchers built a model to predict who would win a given point, third shots classified as drives correlated with a higher probability of the serving team winning than either drops or lobs. The researchers were careful to flag the obvious confound: drives tend to get hit off shallower, weaker returns, while drops get reserved for deep, well-placed returns that don't leave a driving lane. In other words, the drive doesn't necessarily cause the win — it's often a symptom of already having the advantage.

That nuance shows up vividly in real match data. In the Women's Doubles final at the PPA Tour's Cincinnati Open, Jade Kawamoto — who months earlier had become the first left-handed woman ever to win a PPA title, teaming with her sister Jackie — hit all 39 of her team's third shots as drives. Not one drop. The Kawamotos won the title. It's the cleanest real-world illustration on record of a team building an entire game plan around refusing the "safe" shot, and it lines up with the model's core finding: when the return sits up even a little, driving it is winning tennis, er, pickleball.

Section 4

The Kitchen Economy

If the third shot rewards aggression when the ball is there to be attacked, the dink battle that follows tells the opposite story — and one of the stranger findings in the Hyun-Cooper model is that hitting more dinks than your opponent inside a given point was actually associated with losing that point once the researchers controlled for rally length. The likely mechanism: a team that's dinking excessively is often a team stuck defending, unable to find a ball worth attacking, while a team already in control looks for a legitimate speed-up rather than prolonging the exchange. The same model found that whichever team hit the first speed-up in a rally — the aggressive, harder-driven ball at the kitchen line — tended to win the point, although the researchers again cautioned that pros mostly speed up when they've already been fed an attackable ball, so the causal arrow likely runs both ways.

Consistency at the net matters just as much as aggression. A 2024 review of 32 matches from the PPA CIBC tournament in San Clemente found that the team that won the match committed fewer net faults — serves, drives, dinks, or volleys clipping the net or post — than their opponent in 23 of the 32 games studied, or 72% of the time. PPA Tour's own season recaps back this up with real names: Tyra Black and Eric Oncins didn't miss a single serve, return, or third shot out of bounds in their gold-medal run at the Sacramento Open — the tournament's stat sheet noted they were only the third team since 2022 to manage that in any five-game doubles final. Anna Leigh Waters and Anna Bright matched that discipline at the Veolia Texas Open, finishing their women's doubles title run with zero errors on serves, returns, or third shots across the whole draw.

That court map comes from singles data, and it's worth being precise about what does and doesn't carry over to doubles. In that study, 35.8% of women's singles points ended near the non-volley zone and 38.6% ended from the baseline or deeper; a companion men's singles paper found men lean far more heavily on the net, ending 50.7% of points in the kitchen zone against only 26.6% from the baseline. Nobody has yet published an identical zone-by-zone breakdown for doubles, so treat those percentages as useful singles context rather than a doubles measurement. What we do have directly from doubles is arguably more telling: the same 2025 men's doubles study found that 90.8% of all shots were volleyed rather than allowed to bounce, and that 71.3% of shots were struck from the transition zone — the strip of mid-court no-man's-land between the baseline and the kitchen line, rather than right on top of the net or deep at the baseline. Cross-court shots outnumbered down-the-line shots 54% to the rest, and left-side players on winning teams struck the ball more often than their partners, at 27.3% of their team's total shots — a small but real reminder that doubles success depends on more than just shot selection; it depends on who's taking the shots.

Section 5

Anatomy of the Final Stroke

Zoom into the exact stroke that ends a point and a gender gap opens up that has real coaching implications. The same paired studies of PPA Tour singles found women finished 36.1% of points on the forehand and 30.5% on the backhand, with forehand volleys accounting for 15.3% and backhand volleys 12.7%. Men finished a similar 34.4% of points on the forehand, but only 21.7% on the backhand — and volleyed far more of their winners, at 20.7% on the forehand volley and 17.7% on the backhand volley. The read from the researchers: men's doubles and singles both lean harder on volleying and net aggression to close out points, while women's matches lean slightly more on groundstrokes and rally construction, a pattern the study's authors compared to the difference between padel (volley-heavy) and tennis (groundstroke-heavy) played out inside one sport.

The doubles-specific data lines up with the men's-singles lean toward the forehand: in the 2025 men's doubles study, the forehand was the single most common shot of any kind, at 40.2% of all shots recorded, ahead of every other stroke including the backhand, the dink, and the volley individually. Indirect, looping shots — the kind that arc rather than fly flat — outnumbered direct, flat-driven shots across the sample, which tracks with a sport where the non-volley-zone rule physically prevents players from crashing the net on a low ball the way a volleyball or tennis player might.

Section 6

The Science of Spin

Why has spin become the sport's next battleground instead of raw power? Start with the rulebook. The 2024 USA Pickleball equipment specifications added new language banning paddle surfaces containing "objects or features that allow a player to impart excessive spin on the ball," closing off textured, sand-like, or rubber-particle coatings that had briefly let manufacturers chase spin the same way they'd chased power. That still leaves plenty of legal spin on the table — players can generate real rotation purely through paddle angle, swing path, and contact friction within the approved surface-roughness limits, and USA Pickleball now tests for it directly, firing a ball from an air cannon at 40 mph into a paddle held at a 30-degree angle and measuring the resulting rotation with high-speed cameras.

Independent physics analysis published by the site Pickleball Science has argued that, at the steep contact angles used on real dinks and drives, paddle surface friction contributes less to topspin than most players assume — and that a paddle's ability to generate ball speed matters more to spin production than its surface texture does. That's a genuinely contested claim inside the sport's equipment-nerd community, but it points at the same underlying shift regulators have been pushing for: less emphasis on surface gimmicks, more on the mechanics of the swing.

Meanwhile, the power side of the equation has been capped from a completely different direction. USA Pickleball introduced the Paddle/Ball Coefficient of Restitution (PBCoR) test in late 2024 specifically to eliminate the "trampoline effect" that let stiff, hot-faced paddles fire the ball back faster than a player's own swing speed should allow. The initial certification ceiling of 0.44 tightened to 0.43 by November 2025, and industry coverage of the rule change has been blunt about the consequence: manufacturers known for raw power, unable to keep pushing paddle speed higher, have been redirecting research money toward spin and control instead. That regulatory squeeze on power, layered on top of the serve-spin ban and the sport's already-modest serve advantage, is the mechanical explanation behind a broader shift in shot selection that's become visible over the past eighteen months.

We want to be direct about what that last chart is and isn't. Nobody has published a single unbroken dataset tracking shot-selection percentages month-by-month across 2025 and 2026. What we do have is a consistent set of signals pointing the same direction: a power cap that keeps getting stricter, equipment manufacturers publicly pivoting toward spin and control, PPA stat sheets increasingly calling out drive-only third-shot performances as noteworthy, and match recaps describing longer, more technical dinking battles between the game's best closers. We've built the chart to illustrate that direction honestly, and we'd rather tell you exactly how it was built than dress up an estimate as a hard measurement.

Section 7

What the Best Teams Are Actually Doing

The players sitting atop the 2026 PPA Tour standings aren't choosing a side in the power-versus-spin debate — they're refusing to choose. Ben Johns and Gabe Tardio carried a perfect 45-0 record in men's doubles into the PPA Tour's season-ending Finals, a run that included a 122-shot rally at the Sacramento Open that Johns and Tardio won outright against JW Johnson and CJ Klinger — the longest doubles rally of the season, decided the same way a 3-shot point would be, by whoever made the last good decision. Anna Leigh Waters and Anna Bright matched that mark stride for stride, also finishing 45-0 in women's doubles, and Waters paired with Johns to close out a 100-shot marathon rally at the Lakeland Open against Jorja Johnson and JW Johnson.

Those two data points — a 122-shot rally and a 100-shot rally, both won by the same two players in different partnerships — are proof that the sport's most dominant players can win a point by out-drawing an opponent in an extended finesse battle just as easily as they can end one in three touches. What ties it together isn't a stylistic preference; it's the error-minimization math from Section 1. Across the 2025-26 season, PPA Tour's own recaps repeatedly flagged the same theme in different words: teams that finished finals with zero unforced errors on serves, returns, and third shots — Black and Oncins at Sacramento, Bright and Waters at the Texas Open — walked away with gold, while raw shot totals like Kaitlyn Christian's tournament-record 31 clean winners in a Vegas Open singles final made headlines precisely because they're the exception, not the rule.

The throughline across every one of those performances is discipline before it's aggression. The power is real — Johns' serve speed and the sport's rising drive velocities aren't a myth — but it shows up as the finishing move in a possession that was already won at the kitchen line, on the return, or on the shot selection that avoided an unforced error three shots earlier.

Methodology

Fact-Check & Sourcing Notes

Every statistic in this report is drawn from a named, linked primary source: peer-reviewed sports-science journals, official PPA Tour match statistics and season recaps, USA Pickleball's own equipment rulebook and certification filings, and one independent, methodologically transparent data-science analysis of tracked match data. Where a figure comes from singles competition rather than doubles, or from a single analyst's model rather than a peer-reviewed league-wide dataset, we've said so directly in the surrounding text rather than blending the two. The one chart built from editorial synthesis rather than a single dataset — the 2025-26 shift trend — is labeled as such in its own caption. No statistic in this piece has been extrapolated, rounded up, or attributed to a source that didn't publish it.

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