Conditioning · exercise analysis

Dumbbell snatch analysis: a one-arm lockout, scored from the athlete’s own joints.

The dumbbell snatch is a workout movement, so the rubric leans on the criteria that survive a long, fast set.

ScoreRep live arena showing repetitions counted for several athletes at once
The same rubric runs on a saved clip and on a live station.

What a camera can see in a dumbbell snatch

A dumbbell snatch drives a single dumbbell from between the feet to a locked-out overhead position in one movement. The rubric scores the elbow angle at the finish, the hip angle at the top of the pull, and how quickly the concentric phase completed. Because it usually appears in workouts rather than in strength sessions, consistency across the set is scored too — the drop between the fastest and slowest rep. Front, back, side and oblique views are all accepted, which is unusual and reflects how this movement gets filmed in practice.

How ScoreRep scores a dumbbell snatch

The rubric declares 4 scored criteria. The strongest single camera angle is the left side view. Every criterion below is available from that angle.

The score is the points earned divided by the points the recorded angle could support, so a clip filmed from a limited angle is never quietly marked down for what the camera could not see. At least 60% of the applicable weight has to be measured before a result is ranked at all.

Scoring criteria for a dumbbell snatch, version 2 of the rubric.
CriterionPointsMeasured from the athlete’s poseFull marks when
Overhead lockout35elbow angle in the finish position165° or more
Hip extension25largest hip angle in the rep168° or more
Explosiveness25time taken by the lifting phase0.8s or less
Consistency across the set15drop in rep speed between the fastest and the slowest rep15% or less

Criteria that depend on the camera angle

These criteria are excluded, not estimated, when the recorded angle cannot support them. That is why the same set filmed twice from different positions can produce two valid scores out of two different totals.

  • Hip extension — needs a left side, right side, left oblique and right oblique view.

Does this dumbbell snatch rep count?

ScoreRep answers that in two separate steps. First, the clip has to read as a dumbbell snatch at all: every check in the table below has to pass, and a reading the camera could not take counts as a fail, never as a pass. A clip that fails is returned unranked with the reason attached, rather than scored low against the wrong rubric, and no template can override a failed check.

Second, the scoring criteria award points. Falling short of a full-marks threshold costs points, not the rep. Every number here is read from version 2 of the dumbbell snatch rubric, the same file the scoring engine runs.

Movement checks for a dumbbell snatch. All of them have to pass for the clip to be scored as one.
ReadingHas to beOtherwise rejected because
Vertical travel of the wrists across the rep0.08 or morethe dumbbell does not travel far enough vertically
Whether the hands finish above the shouldersyesthe dumbbell does not finish overhead
Elbow angle in the finish position155° or morethe elbow is not extended overhead at the finish
Largest hip angle in the rep150° or morethe hips do not extend, so no pull was detected

What the recording has to contain

Eligibility decides whether a result can enter a leaderboard. Failing it does not block the feedback — the clip is still scored and returned, but marked unranked with the reason attached, so a bad camera position never silently becomes a bad score.

  • A pose has to be detected in at least 55% of the frames.
  • The camera angle has to be one of: left side, right side, left oblique, right oblique, front and back.
  • At least 1 complete repetition has to be detected.

What is deliberately not scored

Identity, repetition counting, eligibility and the score are derived only from the athlete’s pose. Measurements that come from tracking an external object — the path of a barbell, for example — are drawn on the review overlay but are deliberately outside the scoring contract, so they never affect the number.

Reading the result

In a long set, the consistency criterion tells you more than the lockout one. Athletes hold overhead position well past the point where their pace collapses, so a stable lockout score with a falling consistency score is the normal signature of a set taken too fast at the start. Use it for pacing decisions rather than as a technique verdict.

A technique score is educational feedback about visible movement. It cannot tell you whether a load is safe for your joints, whether pain means something, or whether a programme suits you. Those judgements need a coach or clinician who knows your history.

Questions

What athletes usually ask

Does ScoreRep track which arm was used?

No. The rubric scores the elbow angle at the finish without attributing it to a side, so alternating sets are scored as one set.

Is the dumbbell itself tracked?

No. Every measurement comes from the athlete’s pose. Object tracking is excluded from identity, eligibility and the score.

Why is consistency scored?

Because this movement almost always appears in a workout. The criterion measures the drop in rep speed across the set, which is the thing a long set actually tests.

Turn the next set into evidence you can review.

Analyse a dumbbell snatch

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