Every good coach watches for the same things: how the racket travels, when the body accelerates, and where the speed actually comes from. Most players never get that feedback — they guess. Video changes that: athletes using video analysis improved their motor skills up to 6x faster than with verbal coaching alone (Bouzid et al., 2025). This guide covers how to film your practice — and then exactly how TorqAI turns that footage into a level estimate and coaching you can act on.
Bad footage leads to bad analysis. Get this right and everything else becomes easier.
When we analyzed hundreds of swings rated by certified coaches, a handful of biomechanical measurements kept moving with player level. We call them level markers.
They're not arbitrary. Sports science found related patterns in elite players years ago, in controlled lab studies. We see the same qualitative picture in messy, real-world phone footage — different methods, same story. That convergence is what makes the markers worth measuring.
TorqAI tracks your body joints in every frame of your video, reconstructs each swing in 3D, and measures these markers on every stroke you upload.
Each stroke type has its own set of markers. Pick a stroke to see what TorqAI measures on it:
For each forehand, backhand, and serve you analyze, TorqAI combines that stroke's markers into a single score and places it against our corpus of coach-rated swings. That becomes your per-stroke NTRP estimate — you get one from your very first clip, and it sharpens as you analyze more.
In validation against certified-coach ratings, the estimate landed within one NTRP level on roughly 9 out of 10 clips. It measures your mechanics, not your match record — the point is to show you exactly which markers separate you from the next level, so practice has a target.
TorqAI automatically detects every shot in your practice video, reconstructs your swing in 3D, and gives you coaching feedback on biomechanics, contact point, kinetic chain, and more. Free to start on iOS.
Download TorqAIHere's the part we're careful about: markers grade your level, but they aren't commands. Correlation isn't causation — forcing a later "snap" won't make you a 4.0. So TorqAI doesn't coach the markers directly.
Instead, the markers pick your focus, and the coaching targets the fundamentals that produce them: a stable base, a full relaxed arc, speed built from the ground up through legs, hips, and trunk. Feedback comes in body terms a player can act on — coil, follow-through, leg drive, contact point — not spreadsheet columns.
Analyze a few sessions and you'll watch the markers move as the fundamentals settle in. That's the loop: film, measure, practice the fundamental, measure again.
A side view — perpendicular to the baseline — shows the swing shape best: take-back, contact point, and follow-through are all clearly visible. A behind-the-baseline view shows direction and placement, and for serves it captures the toss and the full motion. Pick the angle for what you want to see; TorqAI's 3D reconstruction works with either.
No — record at normal speed, 30fps or higher. Slow-motion mode distorts the timing your swing is analyzed on, and standard phone video already captures everything needed to measure the swing.
Level markers are biomechanical measurements that consistently move with player level — like how complete the racket's arc is, how sharply the swing accelerates into contact, and how much of the speed comes from the body rather than the arm. TorqAI measures them from video by tracking your body joints and reconstructing each swing in 3D.
In validation against certified-coach ratings, TorqAI's estimate landed within one NTRP level on roughly 9 out of 10 clips. It measures your mechanics rather than your match record, so it shows which specific markers separate you from the next level.
Yes. Video analysis is one of the best-studied self-coaching tools — athletes using it improved motor skills up to 6x faster than with verbal coaching alone (Bouzid et al., 2025). Film a practice session, then review it yourself against the checkpoints in this guide, or let an analysis app measure every swing for you.
Landlinger, J., Lindinger, S., Stöggl, T., Wagner, H., & Müller, E. (2010). Kinematic differences of elite and high-performance tennis players in the cross court and down the line forehand. Journal of Sports Science & Medicine, 9(4), 643–651.
Bouzid, R., et al. (2025). Journal of Human Sport & Exercise, 20(4), 1277–1292.