The last Comparison tab allows you to compare the selected session to similar ones.
As soon as a new session is performed, one of our clustering algorithms detects all the similar sessions thanks to a similarity score that we have developed, mainly based on the worked intensities.
The higher the similarity score, the closer the sessions are.
This matching allows us to quantify the athlete's performance on this session by comparing it with other sessions of the same type.
Understanding how the athlete evolves over the course of the season in relation to types of training sessions allows the prescription of specific sessions to be adjusted.
For each activity in the cluster, we train an AI model able to learn the athlete's condition on the day and the power he is able to develop.
Then, we predict the hypothetical power stream of all these past activities on today's activity and compare the obtained power values.
Thus, the score represents the athlete's performance that day and allows you to monitor his progress and detect if anything went wrong.
This module is similar for races, as we search for all the similar races in terms of profile and intensity and we quantify the performance between these selected races.
Lastly, we have a session comparison module if you want to compare values from the day's session and one of the similar ones.
You only have to select the sessions you want to compare and you will have access to both sessions' statistics, their respective streams, and power profiles.
The power profiles comparison is useful to better understand the session performed by the athlete.
It is easier to understand the possible fatigue states that the athlete is experiencing during the session.
This can help you identify any issues or deviations from the normal performance and make adjustments to the training plan as needed.