When we started building SmashIQ I made a promise to myself: we would not ship a coaching product built on intuition. Every model, every threshold, every "you should work on your bandeja" call had to be grounded in real match data from real GCC players. That meant recording thousands of sessions before we ever shipped a feature.
After 18 months, we have 10,247 analysed match recordings from players across Dubai, Abu Dhabi, Riyadh, and Doha. This post is the first time I'm sharing that dataset publicly — the numbers, the surprises, and what they mean for how you train.
The Level Distribution
The single most useful number for any padel player in the GCC to know: you are almost certainly better than you think you are. The pyramid here is steep.
| Level | % of GCC players | Typical characteristic |
|---|---|---|
| P1–P2 | 38% | Consistent rally, learning serves and lobs |
| P3 | 29% | Controlled volley, developing bandeja |
| A1 | 18% | Reliable bandeja, two-shot combos |
| A2 | 9% | Four-on-four tactics, consistent vibora |
| A3+ | 6% | Tournament play, high-variance offense |
Two-thirds of the region's active players sit at P3 or below. That matters enormously for how you should train — because most YouTube padel coaching is aimed at A2 players practicing in Spanish academies, not P3 players booking courts at Padel AE after a long work week.
Level by City
| City | P1–P3 share | A2+ share | Avg. shots/rally |
|---|---|---|---|
| Dubai | 63% | 16% | 7.2 |
| Abu Dhabi | 70% | 11% | 6.8 |
| Riyadh | 74% | 9% | 6.4 |
| Doha | 71% | 12% | 6.9 |
Dubai skews slightly more experienced — our hypothesis is simply that the sport arrived earlier and has had longer to cultivate a cohort of A1–A2 players. Riyadh's rapid court expansion since 2023 means a massive influx of new players pulling the average level down. That is not a criticism — it is exactly what healthy growth looks like.
Peak Court Times
This one will not surprise anyone who has tried to book a court in Dubai on a Thursday evening.
| Day | Peak hour block | % of weekly volume |
|---|---|---|
| Thursday | 7 pm – 10 pm | 19% |
| Friday | 6 am – 9 am | 17% |
| Saturday | 7 pm – 10 pm | 15% |
| Tuesday–Wednesday | 7 pm – 9 pm | 21% combined |
| Sunday | Variable | 8% |
Friday morning is the most data-rich window — long sessions, full courts, high match completion rates. Players booking Friday 6–9 am slots appear in our dataset at 2.3× the frequency of weekday evening players. They also have, on average, 40 more sessions per year. Correlation is not causation, but the early-morning Friday player is a distinct archetype worth studying.
Shot Type Frequency
SmashIQ classifies 13 shot types per rally using frame-level computer vision. Here is the distribution across all 10K matches, aggregated by level:
| Shot | P1–P3 frequency | A2+ frequency |
|---|---|---|
| Drive (forehand) | 34% | 18% |
| Drive (backhand) | 22% | 14% |
| Volley | 12% | 24% |
| Lob | 11% | 12% |
| Bandeja | 6% | 13% |
| Smash | 4% | 6% |
| Vibora | 2% | 7% |
| Chiquita | 3% | 4% |
| Other / miscellaneous | 6% | 2% |
The transition from P3 to A1 is mostly about volley frequency. Higher-level players volley twice as often in proportion to their shot count. The drive stays important at all levels, but the absolute reliance on it drops sharply. If you want a single metric that predicts level more reliably than anything else we measured, it is: volley rate.
The Three Things That Surprised Us
1. Lob quality drops at A1
This one caught us off guard. Lob success rate (defined as a lob that lands in the back third of the court and is not immediately counter-smashed) is highest at P2–P3 level (67%) and dips to 54% at A1 before recovering to 71% at A2. Our interpretation: A1 players have learned they should lob more, but have not yet developed the arc control to execute under pressure against faster opponents. If you are at A1, your lob mechanics deserve as much practice time as your bandeja.
2. Doubles communication predicts point outcomes better than shot quality
We cannot actually hear the court, but we can infer communication from movement synchrony — whether both players move as a unit or independently. Pairs with high movement synchrony win points significantly more often than technically superior but poorly coordinated pairs at the same measured skill level. Padel is a team sport. Train with your partner.
3. The first three shots decide 64% of points
Across all levels, 64% of points are decided in the first three shots of the rally. This does not mean long rallies are irrelevant — they are enormously fun, and A2+ players play more of them. But if you are practicing for wins, serve, serve return, and third-ball selection should dominate your solo practice time.
What This Means for Your Training
If you are P3: your single highest-leverage practice investment is voluntary volley. Do not wait for the situation to bring you to the net — go to the net and manufacture volleys. The data is unambiguous. Every extra volley per match is correlated with progression speed.
If you are A1: lob mechanics and partner synchrony. You have the shots — you need the accuracy and the unit movement.
If you are A2+: you know what you need to work on. SmashIQ will tell you in more precise terms than I can in a blog post. The patterns in your match data are unique to you.
The dataset behind this post will grow. We are publishing a full methodology note alongside this piece, and we will update the numbers as we cross 25,000 matches — likely by Q3 2026. If you are a researcher or a coach who wants to collaborate on the data, reach out.