Numbers appear on a tennis broadcast within a second or two of a point ending. They come from people, not sensors, and understanding that explains most of their quirks.
Somebody is charting every point by hand
At the majors and most tour events, trained staff sit courtside logging each point as it happens. They record serve direction, rally length, error type and the shot that ended it.
The work is done live, at the pace of play, with no chance to review. A charter has roughly the length of a ball change to correct anything they got wrong.
Automated tracking handles ball position and speed, but the interpretive categories still require a judgment call. Deciding whether a ball was a forced error or an unforced one is a human act.
The definitions are conventions, not physics
An unforced error is defined by what the charter believed the player could reasonably have handled. That threshold varies between operators and between tournaments.
This is why the same match can produce slightly different error counts from different data providers. The disagreement is not sloppiness; it is two people applying a soft rule.
Commentators know this and generally treat error counts as directional. Viewers, seeing a precise figure on screen, tend to trust it far more than the people who produced it.
The booth sees a filtered version
Commentators do not read the raw feed. A statistician in the truck or beside them pulls the numbers that fit the story the match is telling and passes them up.
That filtering is editorial. A figure reaches the air because someone judged it relevant, which means the numbers a viewer hears are already an argument.
Graphics are chosen the same way. A serving percentage appears on screen because it supports what the director thinks the audience is currently wondering about.
Speed is bought at the cost of depth
Live charting captures what can be logged in real time. Anything requiring context across several points, or a second look, cannot be produced fast enough to appear during the match.
So broadcasts lean on the shallow measures that survive that constraint. The richer analysis happens afterward, in writing, when someone has time to rewatch.
Historical comparison is the weak point
Consistent point-by-point charting is a relatively recent practice. Matches from earlier eras have scorelines and little of the underlying detail, so comparisons across decades rest on very uneven ground.
When a broadcast says a performance is the best of its kind, the claim usually covers only the span in which anyone was recording that particular thing.


