26 Jun Has football become faster? Not when we analyse possession sequences
Football is often described as faster, more intense and more demanding than ever.
But there is a problem: football is not naturally organised in minutes, five-minute periods or arbitrary time windows.
Football is organised in possession sequences.
A possession sequence starts when a team gains possession and ends when it loses the ball, shoots, scores or the phase is interrupted. It is a complete unit of play: a beginning, a development and an end.
That is why analysing football through sequences may offer a more realistic view of how the game is changing.
Using Opta sequence data from the last 10 seasons of LALIGA EA SPORTS, we analysed four key indicators:
- Direct Speed
- Average Sequence Duration
- Average Passes per Sequence
- Sequences per Match
The result challenges a common idea.
Football may be faster in many physical or tactical dimensions. But when we analyse complete possession sequences, LALIGA shows a different trend:
Fewer sequences, longer possessions, more passes and lower Direct Speed.
1. Direct Speed: the ball is progressing more slowly towards goal
Direct Speed measures how many metres the ball is advanced towards the opponent’s goal per second within a possession sequence.
This is not simple ball speed.
It is not running speed.
It is not tempo in a generic sense.
It measures how directly the ball moves towards goal during possession.
Across the last 10 seasons, Direct Speed has decreased clearly in LALIGA EA SPORTS.
This means that, on average, possession sequences are progressing towards goal more slowly than a decade ago.
That does not necessarily mean teams are playing “slower football”. It means they are advancing less directly per second of possession.
This distinction matters.
A team may circulate the ball quickly without progressing directly. Another may make fewer passes but attack space faster. Direct Speed helps separate ball circulation from vertical progression.
Extreme teams: who played at the limits?
When looking at the teams most frequently appearing at the seasonal extremes, Getafe repeatedly appears at the high-directness extreme.
Highest Direct Speed
| Team | Extreme appearances | Average value |
|---|---|---|
| Getafe | 5 | 2.03 m/s |
| Alavés | 2 | 2.01 m/s |
| Cádiz | 1 | 2.23 m/s |
At the opposite end, Barcelona, Real Betis and Sevilla appear as teams with lower Direct Speed values.
Lowest Direct Speed
| Team | Extreme appearances | Average value |
|---|---|---|
| Barcelona | 4 | 1.18 m/s |
| Real Betis | 2 | 1.18 m/s |
| Sevilla | 2 | 1.18 m/s |
This contrast is useful.
Getafe repeatedly represents a more direct possession profile. Barcelona, Betis and Sevilla appear at the opposite end: lower direct progression, more controlled possession structures.
The question is not which style is better.
The question is what each style is trying to achieve.
2. Average Sequence Duration: possessions are lasting longer
The second trend is equally clear: possession sequences are lasting longer.
This means teams are spending more time within each possession before the sequence ends.
Longer possessions can reflect several tactical realities:
- more controlled build-up;
- more patient circulation;
- better capacity to retain the ball;
- more structured attacking phases;
- fewer immediate turnovers;
- greater resistance from defensive blocks.
Again, this does not mean all teams play the same way.
The average trend shows the competition’s direction, but individual identities remain very different.
Extreme teams: longest and shortest possessions
Only two teams led this metric across the 10 seasons: Barcelona and Real Madrid.
That is a strong identity signal.
Longest possessions
| Team | Extreme appearances | Average value |
|---|---|---|
| Barcelona | 6 | 12.93 s |
| Real Madrid | 4 | 13.07 s |
Barcelona and Real Madrid repeatedly occupied the extreme of longer possessions, although probably through different tactical mechanisms, squad profiles and game models.
At the other extreme, Getafe appears very clearly.
Shortest possessions
| Team | Extreme appearances | Average value |
|---|---|---|
| Getafe | 7 | 5.17 s |
| Alavés | 2 | 5.95 s |
| Osasuna | 1 | 5.50 s |
Getafe appears again, now at the shortest-possession extreme.
This reinforces the previous finding: high Direct Speed and short possession duration are not isolated facts. They describe a consistent possession profile.
3. Average Passes per Sequence: possessions are becoming more elaborate
The third trend completes the picture.
LALIGA possession sequences now include more passes on average.
This is one of the most important findings because it connects time and structure.
If possessions last longer and include more passes, the game is not simply becoming slower. It is becoming more elaborate at the sequence level.
More passes per sequence may indicate:
- longer circulation before progression;
- greater collective involvement;
- more positional structures;
- more patience before attacking space;
- greater difficulty in finding direct progression routes.
Extreme teams: most and fewest passes
Again, Barcelona and Real Madrid dominate the high-possession extreme.
Most passes per sequence
| Team | Extreme appearances | Average value |
|---|---|---|
| Barcelona | 6 | 4.92 |
| Real Madrid | 4 | 4.80 |
This is consistent with their role in LALIGA’s possession culture over the last decade.
At the opposite end, Getafe appears once more.
Fewest passes per sequence
| Team | Extreme appearances | Average value |
|---|---|---|
| Getafe | 6 | 2.12 |
| Cádiz | 1 | 2.10 |
| Osasuna | 1 | 2.20 |
This gives the analysis a strong tactical contrast:
Barcelona and Real Madrid repeatedly define the long, elaborate possession extreme. Getafe repeatedly defines the shorter, more direct and lower-pass extreme.
That is why team-level extremes are useful.
They convert an abstract trend into recognisable football identities.
4. Sequences per Match: there are fewer possession sequences
The final metric is the number of possession sequences per match.
Across the last decade, LALIGA shows fewer sequences per match.
This is highly relevant.
If there are fewer sequences and each one lasts longer, the rhythm of the game is changing at the structural level.
A match is not only a 90-minute container. It is a chain of possessions. If the number and nature of those possessions change, the game itself changes.
Fewer sequences may suggest:
- longer possession phases;
- fewer immediate turnovers;
- more control after recovering the ball;
- less fragmentation;
- more sustained attacking phases.
Extreme teams: most and fewest sequences per match
Eibar, Athletic Club and Getafe appear as teams associated with more possession sequences per match.
Most sequences per match
| Team | Extreme appearances | Average value |
|---|---|---|
| Eibar | 4 | 173.66 |
| Athletic Club | 3 | 153.94 |
| Getafe | 2 | 159.93 |
This may reflect more fragmented games, shorter possessions, more transitions or more frequent changes in possession.
At the opposite end, Celta de Vigo, Real Madrid and Valencia appear more often in low-sequence contexts.
Fewest sequences per match
| Team | Extreme appearances | Average value |
|---|---|---|
| Celta de Vigo | 2 | 133.09 |
| Real Madrid | 2 | 133.64 |
| Valencia | 2 | 136.28 |
Fewer sequences do not automatically mean better control.
But they do indicate a different match structure.
What does this tell us about the evolution of LALIGA?
Taken separately, each metric tells part of the story.
Together, they show a clear evolution.
| Trend | Meaning |
|---|---|
| Direct Speed decreased | The ball progresses less directly towards goal per second |
| Sequence Duration increased | Possessions last longer |
| Passes per Sequence increased | Possessions include more collective actions |
| Sequences per Match decreased | Matches contain fewer possession units |
The combined message is powerful:
LALIGA has not simply become faster or slower. Its possession structure has changed.
The average possession sequence is now longer, more elaborate and less directly vertical than it was a decade ago.
This does not eliminate stylistic diversity.
Quite the opposite.
The extreme-team analysis shows that LALIGA still contains very different possession identities:
- Barcelona and Real Madrid repeatedly define the long and elaborate possession extreme.
- Getafe repeatedly defines the short, direct and lower-pass extreme.
- Eibar and Athletic Club appear linked to higher sequence volume.
- Celta de Vigo, Real Madrid and Valencia appear more often in lower-sequence contexts.
The evolution of the competition and the identity of specific teams must be analysed together.
That is the value of sequence-based analysis.
Why sequences may be the right unit to understand football
Traditional football analysis often normalises actions by minutes, possession time or fixed periods.
Those approaches are useful, but they do not always respect how the game actually unfolds.
A possession sequence is different.
It captures a complete football event:
- how possession starts;
- how it develops;
- how long it lasts;
- how many passes are involved;
- how directly it progresses;
- how it ends.
That makes it a powerful unit for understanding tactical evolution.
If the sequence changes, the game changes.
And over the last 10 seasons of LALIGA EA SPORTS, the sequence has clearly changed.
Final takeaway
Football is not only becoming faster.
At least in LALIGA possession sequences, the trend points elsewhere:
Fewer possessions. Longer possessions. More passes. Lower Direct Speed.
The next step is to go deeper: not only how sequences evolve, but where they start, how they progress, how they end and which teams best represent each playing identity.