Blog Sports

How to Measure Sports Performance: Volume vs. Intensity

Author: René Prüßner

Sports analysts create and analyze metrics related to sports, which represent various aspects of athletic performance, including speed, strength, endurance, and skill. However, not all metrics are equal.

When measuring sports performance, there are two player metrics coaches can hone in on to get a good read on their players- volume and intensity.

Some player metrics may be more reliable, useful, or informative than others, depending on what we are trying to measure and why. In this blog, we’ll compare volume metrics to intensity metrics to see which one fits your goals better.

What Are Volume and Intensity?

Tracking the volume and intensity of training sessions and practices is important for coaches so they don't burn their players out during the season.

In sports performance, volume-based metrics capture the amount or duration of physical activity. They are usually easier to measure and compare, but they can be misleading or incomplete. For instance, a player who covers the most distance doesn’t contribute more to success than a player with less. 

Additionally, without understanding the intensity level it is difficult to put everything into context. For example, a player can run 10km (about 6.21 mi) in 90 minutes of play vs. 10km in 45 minutes of training. 

Intensity-based metrics, on the other hand, capture the pace or effort of physical activity. They are usually more reflective of the quality and impact of physical activity, but they can be harder to measure and interpret. 

For instance, a player who has a high shooting percentage or a high plus-minus rating may not necessarily be more skilled or valuable than a player who faces tougher opponents or plays in different situations.

Learn about load management for football by downloading our free guide.

Download Guide

Pinpointing the Player Metrics You Need

Sports performance has four major dimensions: skill, strength, endurance, and recovery, and all four need to be monitored by coaches.

Although there are hundreds of metrics to choose from, you can pinpoint the intensity and volume metrics that mean most to you and your team. Here are some examples: Different Key Performance Indicators to Consider for Intensity: 

  • Distance covered in high-speed zones 
  • Number of sprints 
  • Number of high accelerations / decelerations 
  • Acceleration load

KPIs to Consider for Volume-Based Metrics 

  • Distance covered
  • Duration of a session 
  • Time in speed zones 
  • Physio load

A good approach is to use both sets of metrics in combination, as they complement each other and provide a more comprehensive picture of the volume and intensity of the activity.

Why Combine Volume and Intensity?

a sports analytics dashboard displays player metrics and compares them from a practice session to a game.

Getting an accurate look is a good start. You’ll also need to consider the context and the purpose of the analysis. By using a combination of volume and intensity metrics, you can answer questions such as: 

  1. How much activity did the athlete perform over a given time? 
  2. How hard did the athlete work over a certain period? 
  3. How did the athlete distribute their effort over a selected amount of time? 

These questions can help you understand the activity profile of your athletes and how it affects their health, well-being, and performance. By using sports analytics, you can measure and optimize your athletes’ activity and help them achieve their goals.

KINEXON Sports Science Consulting Helps

Coaches can use player metrics like volume and intensity to understand how hard their team is working during training so they don't overexert themselves in a game.

At the end of the day, you must find a good combination of both metrics to get the most out of your training and to plan accordingly for the next training session. That’s what our Sports Science Consulting team can help you with. 

Our team can help you select and interpret metrics. They can be applied to any sport. 

If you’d like to learn more about how volume and intensity metrics can help your team, contact us at any time.

You can also check out our guide to creating custom metrics dashboards for any sport via the link below. And be sure to check out our demand planner guide designed specifically for women’s sports.

Download Guide

More stories

From Court to Code: The Analytics Behind Athletic Success

In the high-stakes world of competitive basketball, small margins make the difference between winning and losing. This is where optimization becomes the cornerstone of athletic performance. The focus is not just on finding a magic formula, but on creating the conditions for athletes to consistently operate at their best.

Increasing Shooting Efficiency With Data-Informed Insights

As basketball training evolves, teams are embracing data-informed insights to augment shooting efficiency. With every shot carrying potential season-changing weight in competition, refining practice intensity and replicating in-game pressure are key to gaining a competitive edge.

Maximizing Performance During March Madness: Key Strategies & Load Metrics for Coaches

March Madness is one of the most intense and physically demanding periods in collegiate basketball. The congested schedule, high-pressure stakes, and minimal time for recovery require an evidence-based approach to reach and maintain peak performance while mitigating injury risk throughout the tournament. 

Optimizing Performance and Reducing Injuries in Professional Basketball

The landscape of professional basketball is evolving rapidly, with teams placing a greater emphasis on performance optimization and injury prevention. In a highly competitive environment like the EuroLeague, where the ultimate goal is to win games and championships, maintaining peak player performance while minimizing injuries is a fundamental challenge. 

The Perfect Training Week: How KINEXON Sports Supports Smarter Coaching Decisions

Every coach knows the feeling – standing on the sidelines before a game, confident that the team is fully prepared. The training week went well, the players were engaged, and everything felt right. And when the final whistle confirms the win, the inevitable question arises: 
What made this week so effective? How can we replicate it?

How Texas A&M Women’s Basketball Used Data to Prevent Knee Injuries

Knee injuries are a major concern in women’s basketball, with ACL injuries accounting for a significant portion of these issues. Managing player workload is key to injury prevention, but achieving the right balance between training and recovery is challenging. The Texas A&M Women’s Basketball team faced this dilemma and turned to a data-driven approach to optimize player health and performance.

KINEXON Tracking Technologies Earn Top Marks in FIFA EPTS Performance Tests

When it comes to tracking technology in sports, precision is everything. And once again, KINEXON has proven why it’s a leader in the field. Our cutting-edge KINEXON PERFORM GPS Elite, GPS Pro, and LPS tracking systems recently underwent FIFA’s 2024 Electronic Performance and Tracking System (EPTS) performance tests — and the results were nothing short of outstanding.

Transforming Sports in 2025: Insights from KINEXON Sports for Coaches, Fans, and Referees

As sports technology evolves, 2025 promises to be a landmark year with KINEXON Sports at the forefront. Renowned for its innovations in real-time tracking and analytics, KINEXON Sports is revolutionizing the way athletes, coaches, fans, and referees experience the game. 

From delivering game-changing insights to enhancing fan engagement and officiating precision, here’s what to expect from KINEXON Sports in 2025

How Jump Count Analytics Drive Arizona State Volleyball’s Training and Match Success

Adjusting practice schedules is a fine line for coaches to walk to maximize player performance. Arizona State’s Jake Garrity, the Assistant Head Coach of Sports Performance/​Sports Science for women’s volleyball, focuses on live jump count performance analytics to lay the foundation for when the coaching staff adjusts practice intensity.

5 Facts That (Probably) Nobody Knew About KINEXON Sports Teams

Ten years ago, KINEXON Sports embarked on a journey to revolutionize the game. What began as a bold idea in Munich’s iconic Allianz Arena has evolved into a global success story, empowering over 500 elite sports teams worldwide.

As we reflect on this incredible decade, here are five surprising facts about KINEXON Sports that showcase how far we’ve come — and where we’re headed next.

Influence of the Menstrual Cycle in Team Sports – What Sports Need Now

Professionalization also brings with it more performance, more strain, and more pressure. For female athletes, this still means an increased risk of injury. The reason: individualized training and workload management must take the hormonal cycle into account. Studies on this are accumulating, but a challenge remains. 

Inside Stony Brook Athletics: The Benefits of a Multi-Sport Data Analytics Provider

Stony Brook University, known for research excellence, has upgraded its athlete performance monitoring and player safety efforts with KINEXON technology. We spoke with George Greene (Senior Associate Athletic Director of High Performance) and his team about their work to optimize training and enhance sports performance insights.

Basketball Load Data Header
Load Management in Basketball: When Does Player Tracking Become Financially Beneficial?

Player load tracking in basketball: How does data-based injury prevention, like reducing Jumper’s Knee, become financially beneficial for clubs?

SD Eibar uses football software to improve player performance.
GPS Data Boosts Player Performance, Motivation and Coaches' Confidence in SD Eibar Women's Club

To better manage player load, the SD Eibar’s women’s football team switched to a data-driven strategy powered by GPS. It’s a move that their physical trainer, Ismel Mazola says, led to more confident coaching decisions and motivated his players.

Texas A&M University Women's team uses basketball datasets, analytics, and metrics to monitor player performance.
How Basketball Data Helps Guide Texas A&M Women's Team to Early Conference Wins

After the holidays, many teams struggle to get back on track. But not Texas A&M Women’s Basketball. Their Strength and Conditioning coach uses data and analytics to avoid a slump and start fast in conference play.