We Always Said Physical Data Don’t Predict Success. Until Now.

We Always Said Physical Data Don’t Predict Success. Until Now.

For the first time, a physical metric mirrors the league table itself.


The Assumption We All Shared

Every coach, analyst and physical trainer has repeated it countless times:

“Physical data don’t explain who wins football matches.”

And for years, the evidence backed that up.
Running more metres — total, above 21 km/h or 24 km/h — rarely correlated with results.
The best teams weren’t necessarily the ones who covered the most distance.

Until now.

Because this season, using official tracking data from LALIGA EA Sports 2024/25, we found a metric that does align with success — not because it measures how much a team runs, but because it measures how much it makes its rivals run.

That metric is the Rival Exertion Index (IER).


What the IER Really Measures

The Football Intelligence & Performance Department at LALIGA designed the IER to answer a deceptively simple question:

“Who carries the physical cost of the match — you or your opponent?”

It compares two official LALIGA tracking datasets:

  1. How much each team runs (with / without possession).
  2. How much their rivals run when facing them.

Then two equations reveal the “hidden” side of dominance:

  • IER – rival without possession = (m/min of the rival defending) − (m/min of the team attacking)
    → How much your attacks make the opponent defend.
  • IER – rival with possession = (m/min of the rival attacking) − (m/min of the team defending)
    → How much your defence makes the rival work while they have the ball.

Positive IER ⇒ the rival works more per minute → you control the game’s physical tempo.
Negative IER ⇒ you do the extra work.

It’s not about distance; it’s about who dictates who runs.


When Physical Data Finally Matched Sporting Reality

For the first time, the physical rankings matched the league table.
The two teams that led LALIGA EA Sports 2024/25 — Real Madrid (champion) and FC Barcelona (runner-up) — also lead the IER rankings across multiple metrics.


Summary Table — Rival Exertion Index (IER) Top 1 by Metric

ComparisonHighest IERTop-1 TeamValues (m/min)Interpretation
Rival without possession – totalIER = +184 m/minReal MadridRival 1508 vs Madrid 1324The rival defends more; Madrid dominate through efficiency
Rival without possession – >21IER = +130.4 m/minFC BarcelonaRival 224.3 vs Barça 93.9Opponents defend much more intensively
Rival without possession – >24IER = +52.1 m/minFC BarcelonaRival 96.6 vs Barça 44.5Opponents sprint more than twice as often
Rival with possession – >21IER = +41.2 m/minFC BarcelonaRival 144.4 vs Barça 103.2Barça’s pressing increases the rival’s workload
Rival with possession – >24IER = +26.9 m/minFC BarcelonaRival 73.8 vs Barça 46.9Sprinting induced in rival possession
Rival with possession – totalIER = −20 m/minReal MadridRival 1456 vs Madrid 1476Madrid control total volume despite rival possession

All Top 5 Rankings — Season 2024/25

IER – Rival Without Possession (Defending Against You)

TOTAL (m/min)

RankTeamIERRival Def.Team Att.
1Real Madrid+18415081324
2Real Betis+13715661429
3Athletic Club+12715981471
4CD Leganés+12415741450
5Sevilla FC+12115671446

Top 1 – Real Madrid: Rivals defending Madrid’s attacks run +184 m/min more. They dominate through physical efficiency — less internal effort, more external cost.


> 21 km/h

RankTeamIERRival Def. >21Team Att. >21
1FC Barcelona+130.4224.393.9
2Girona FC+78.5161.583.0
3Real Madrid+76.6173.897.2
4Real Sociedad+56.8158.4101.6
5Real Betis+47.3152.3105.0

Top 1 – FC Barcelona: Opponents defend at +130 m/min >21 km/h. Barça’s positional play stretches blocks and triggers high-intensity defensive effort.


> 24 km/h

RankTeamIERRival Def. >24Team Att. >24
1FC Barcelona+52.196.644.5
2Girona FC+30.264.033.9
3Real Madrid+26.875.748.9
4Real Sociedad+20.267.647.3
5Real Betis+16.167.251.1

Top 1 – FC Barcelona: Rivals sprint +52 m/min >24 km/h defending Barça — technical control that forces explosive effort.


IER – Rival With Possession (Attacking Against You)

TOTAL (m/min)

RankTeamIERRival Att.Team Def.
1Real Madrid−2014561476
2CD Leganés−6314751538
3RCD Mallorca−7314741547
4CA Osasuna−7514621537
5Real Valladolid CF−8614231509

Top 1 – Real Madrid: Even when the rival attacks, Madrid’s defensive structure keeps the workload lower (−20 m/min). They control the game’s total volume.


> 21 km/h

RankTeamIERRival Att. >21Team Def. >21
1FC Barcelona+41.2144.4103.2
2Real Madrid+17.3107.289.9
3Girona FC+3.3113.3110.0
4Real Betis−15.4108.3123.7
5RC Celta−17.599.4116.8

Top 1 – FC Barcelona: Rivals with the ball accelerate +41 m/min >21 km/h. Barça’s pressure makes possession physically costly.


> 24 km/h

RankTeamIERRival Att. >24Team Def. >24
1FC Barcelona+26.973.846.9
2Girona FC+10.255.845.6
3Real Madrid+9.950.840.9
4Real Betis+0.351.551.3
5RC Celta−0.346.046.3

Top 1 – FC Barcelona: When rivals attack, they sprint +27 m/min >24 km/h. Barça turn defending into a trigger for rival sprinting.


What This Reveals

For the first time, a physical metric correlates with competitive success.
The IER doesn’t reward who runs more — it rewards who controls who runs.

  • Real Madrid → Efficiency: dominate without overworking.
  • FC Barcelona → Structure: make others sprint for your control.
  • Both translate tactical dominance into physical asymmetry — and that’s exactly what shows up in the IER tables.

Why It Matters

  • Performance insight: IER quantifies the physical footprint your game model leaves on the rival.
  • Training relevance: design sessions that replicate imposed workload, not only internal load.
  • Scouting value: identify styles that dominate through physical efficiency.
  • Scientific bridge: for the first time, physical and competitive data align.

Final Reflection

Football isn’t won by who runs the most.
It’s won by who makes the other team run more — and smarter.

The Rival Exertion Index (IER) reveals the unseen side of dominance: controlling the rival’s energy budget.
That’s why the teams lifting trophies are also topping these charts.