When training one of the key questions is "how much training is enough" to build fitness without going too far and risking injury or burnout.
Almost all runners will have heard of the 10% rule, ask the question in almost any social media or in-person running group "how much more should I run next week?" and more often than not the advice offered will be "increase by no more than 10% a week".
While the 10% rule can be a decent starting point for a novice, it's a very blunt instrument. It doesn't account for workout intensity, or your individual capacity for adaptation. In short, it's not a model that is truly "informed by science". Fortunately, modern training platforms and wearable technology have given us access to more sophisticated, data-driven models that can help us make smarter decisions.
Most of us now use wearables that track our workouts and store the information on a central platform or share the data to platforms such as Strava. In most cases this data is then used to produce performance charts using variations of the Fitness-Fatigue Model, often also showing the Acute:Chronic Workload Ratio (ACWR).
These are some of the key metrics I use as a coach to guide the volume of training I prescribe to my athletes, and you can use them to!
In simple terms, training load is a numerical score that quantifies the total physiological stress of a single workout. It's a way of turning a run, a bike ride, or any other workout into a single, comparable number.
Think about a 60-minute easy run versus a 20-minute all-out sprint session. The easy run is longer, but the sprint session feels much harder. A simple time or distance metric doesn't capture this difference in effort. Training load, however, does. It combines the duration and intensity of an activity to give you a more accurate picture of the stress placed on your body.
Platforms and coaches use different methods to calculate this score, but they all serve the same purpose. Here are two (technically more) common, research-backed approaches:
An important detail to note, particularly when predicting training load is that some software applies an Intensity Factor (IF) that adjusts the training load score to account for the unique demands of different activities. For example, a trail run's pace might be slower than a road run, but the physiological load could be higher due to elevation gain and technical terrain. By adjusting the score based on factors like elevation and pace variability, the software provides a more accurate representation of the true stress on your body.
Regardless of whether you are using software completing detailed calculations or calculating it yourself using RPE and duration, the key takeaway is that every workout has a quantifiable "load." These daily scores are what fuel the more advanced metrics we see on the charts—Fitness, Fatigue, and Form.
The model behind these charts is the "Fitness-Fatigue Model" developed by Dr. Eric Banister in the 1970s. It proposes that any training session creates two distinct and opposing effects: Fitness & Fatigue
The ACWR is a more dynamic way of thinking about the Fitness and Fatigue lines. In its simplest form, it's a ratio that compares your short-term workload (your Acute Training Load over 7 days) to your long-term workload (your Chronic Training Load).
This ratio gives you a more precise measure of how well your body is prepared for its current workload. Peer-reviewed research, particularly in team sports, has shown a strong link between a high ACWR and an increased risk of injury. The recommended range for progression and injury prevention is generally considered to be an ACWR of 0.8 to 1.3.
It's important to understand what these numbers truly mean:
As with all models it's not perfect and experimentation is key to finding the ideal range for you.
While the standard ACWR is a great starting point, a more advanced version, the weighted ACWR, offers a more accurate representation of your body's adaptation. The standard model treats all training sessions within the 7-day or 42/28-day windows equally. However, a training session from yesterday has a much greater impact on your fatigue and injury risk than a session from 42 days ago.
The weighted ACWR accounts for this by using an exponentially weighted moving average (EWMA) for both the acute and chronic workloads. Put simply, it gives more weight to recent workouts and less weight to older ones. This more accurately reflects the physiological reality of how the body adapts and recovers. A study by Murray et al. (2017) highlighted that using this weighted model can provide a more sensitive and reliable predictor of injury risk compared to the standard ACWR.
So what does this mean for your training? In short this means that a sudden, massive workout two days ago will show a much more significant and immediate spike in your weighted ACWR than in the non weighted model, alerting you to a potential risk sooner. While you likely won't be calculating this yourself, it's the more sophisticated model that training platforms often use behind the scenes to generate your Fitness and Fatigue lines and it's the method that I use with my athletes.
For you as an athlete, and for me as a coach, the power of these charts isn't just in the numbers themselves, but in how we use them to inform our decisions.
The Fitness, Fatigue, and Form chart gives you a clear indication of the stress and recovery cycle, while the ACWR provides a more nuanced, evidence-based guide for progressing your training load safely and effectively.
By paying attention to your charts, you can proactively manage your training to avoid the pitfalls of overtraining and maximise the gains from every session. Use the lines as a guide, a way to understand your body's response to training, and combine this data with your own subjective experience to create a truly informed and personalised training plan.
The insights from your training data are just the beginning. The real power comes from combining this information with your personal goals and a plan shaped by experience.
Got questions about how these charts apply to your training, or anything else in this post? Don't hesitate to reach out!
If you're ready to take the next step in your running journey, explore my coaching services to see how we can build a smarter training plan together.