Whoever you are and however you ride, Adaptive Training treats you as an individual so you can get faster. Learn how to get the right workout, every time in this guide on how to use Adaptive Training.
For priority access to the Adaptive Training closed beta, click here.
What is Adaptive Training?
Adaptive Training is TrainerRoad’s revolutionary new system designed to give you the right workout, every time. Using machine learning and science-based coaching principles, Adaptive Training continually assesses your performance and intelligently adjusts your plan to respond to your needs, abilities, schedule, and life events. Adaptive Training is currently in closed beta. You can register for priority access at www.TrainerRoad.com/AT.
How To Use Adaptive Training
Adaptive Training is intuitive and easy to use. Here’s a step-by-step guide for getting started. Adaptive Training is in closed beta, when you are added you’ll receive an email entitled “You’ve been added to the Adaptive Training closed beta!“
Step 1—Open the email and click on the link to get started.
To take full advantage of everything that Adaptive Training offers, you’ll want to have a TrainerRoad training plan on your calendar. The link in the email will walk you through the steps to add a new plan or convert your existing plan to a custom Plan Builder one.
Step 2—Complete a workout.
Once you complete a workout, Adaptive training will quickly analyze your performance and update your Progression Levels automatically. Adaptive Training with Outside Workouts is still in development. Currently, only Outside Workouts completed on Garmin head units are analyzed and incorporated into Adaptive Training.
Step 3—Complete the post-workout survey.
Immediately after your workout is analyzed, you’ll be prompted to complete a short survey. This qualitative data is used to individualize your adaptations further and provides you an opportunity to track subjective feedback. These only take a few seconds to complete, but you can complete up to seven days later if you’re in a rush.
You will see different surveys based on how your effort in that particular workout went. The most common survey you will see is the one pictured above, which asks you to rate how the effort felt on a scale from one to five. When answering the survey, consider the entire workout, and don’t worry about how you expected it to feel based on workout type.
How to Rate Your Effort
This workout felt easy and non-taxing, requiring little effort or focus.
This workout was somewhat comfortable but required some focus to complete.
This workout required effort and focus and was challenging to complete.
- Very Hard
This workout was very difficult to complete.
- All Out
This workout was extremely difficult. It pushed me well beyond my abilities and took a massive amount of energy and focus to complete.
Step 4—Adaption check and view adaptations.
Adaptive Training automatically checks for any needed adaptations every time you complete a workout, visit the website, or open the app. Sometimes your training is still on track, and adjustments won’t be necessary. When you do have adaptations, you’ll see an “Adaptations Pending” notification. Just click or tap on the notification to go to the Plan Adaption Overview.
Step 5—Click or tap accept adaptations.
To approve the changes, click or tap Accept Adaptations and your calendar will be updated.
How Does Adaptive Training Work?
In simple terms, Adaptive Training analyzes your relative strengths and weaknesses by measuring how successfully you complete workouts in each training zone. It then recommends specific adaptations to your training plan in response.
How does it adapt based on my performance?
Each time you complete a workout, Adaptive Training analyzes your performance, then based on your current fitness level and schedule, it suggests adaptations to your future workouts. This happens in response to any changes in your fitness. To better understand how it works, let’s take a look at three key parts of Adaptive Training— Progression Levels, which measure your current fitness, Workout Levels, which compare the relative challenge of workouts within each training zone, and Difficulty Levels, which reflect how difficult a workout will be at your current fitness.
Progression Levels are a current representation of your fitness and ability to express your FTP across each training zone. They are measured on a scale from 1-10 to track your progress. Based in machine learning and our massive data set, Progression Levels are a complex calculation of several factors that include recent workout performance, the relationship between abilities in each training zone, training history, post-workout survey responses, and many more.
Progression Levels are dynamic, changing, real-time markers of progress that are constantly updated to include your training data. That means that your levels are unique to you and will repeatedly change in response to your training. After every FTP assessment, your levels will be readjusted to your new FTP.
Workout Levels are a new metric that compares the relative difficulty of workouts in each training zone. Workout Levels go beyond metrics like TSS or IF, and incorporate nuanced factors such as repetition, interval length, and recovery time. They range from 1-10, with 1 being the easiest and 10 being the hardest.
Workout Levels are an objective measure of every workout in the TrainerRoad library and differ from Progression Levels. Your individual Progression Levels are a representation of your capabilities, while Workout Levels are assigned to a specific workout based on its difficulty—regardless of your abilities. That means that while you and another athlete may have different Progression Levels, the Workout Level will be the same.
Difficulty Levels rest at the intersection of Progression and Workout Levels. They are unique to you and are a subjective display of how challenging a workout in a specific training zone will be for you based on your current fitness and recent performance. There are five levels: Achievable, Productive, Stretch, Breakthrough, and Not Recommended.
Difficulty Levels Explained
Achievable workouts are where the Workout level is below your Progression Level and are comparatively easier because the Workout Level is less than your current Progression Level.
Productive workouts are at or just above your Progression Level. They’re great for consistency, maintaining the balance between growing your fitness and not overloading yourself with too much.
Stretch workouts are further above your Progression Level than a Productive one and will be tough in relation to your current fitness. While doable, they are challenging to do consistently and require additional focus on recovery.
Breakthrough workouts are even higher than your Progression Level than a stretch one, meaning that successfully completing a workout of this type will be very difficult.
- Not Recommended
Not Recommended workouts are far above your Progression Level and attempting them would do little to improve your fitness.
Adaptive Training uses the three different level systems, along with science-based training principles, to adapt your plan. For example, if you struggled with a Threshold workout, it will decrease the difficulty of upcoming Threshold workouts. On the other hand, if you easily breeze through a VO2 Max workout, Adaptive Training will increase the Workout Level of future workouts in that zone.
How does it adapt based on my schedule?
Every athlete deals with training interruptions. Adaptive Training intelligently adjusts your training plan any time you miss a workout, experience a setback, or plan some time off—all to keep you on track when life happens.
One way that this happens is when you miss a workout. Adaptive Training will adjust to keep you on track—even when life forces an extended break. The other way it adapts based on your schedule is with scheduled time off. You can now add vacation, injury, or illness to your calendar with an annotation, and Adaptive Training will adapt around your break.
Other New Features
Adaptive Training includes many new features to TrainerRoad. Here are just a few of them.
Updated Career Page
The career page has been updated to include the information you care about the most. Not only can you see your Progression Levels, but also upcoming events, your current week of training, and recently completed workouts.
At the end of each workout, you’ll be prompted to complete a brief survey about how difficult the workout felt. This information helps further individualize adaptations and helps you track subjective training information.
Workout Alternates give you increased flexibility by recommending workouts comparable to what is already on your training plan. You can pick a shorter, longer, easier, harder, or any combination of the four and you’ll get suggestions that match your training plan’s intended effect.
Learn More About Adaptive Training Features
Frequently Asked Questions
How do I request access to Adaptive Training?
In order to join the closed beta, submit your email on the following web page: Adaptive Training Priority Access. You’ll receive an email once you’ve been accepted to the closed beta with the email subject line “You’ve been added to the Adaptive Training closed beta!”. From there, we’ll provide additional instructions on the next steps to begin testing Adaptive Training. We’re continually adding athletes as we gather feedback and fix any issues that we come across.
What if I experience a bug?
Adaptive Training is still in the closed beta phase of production and things are frequently changing. Here’s a list of know issues. If you find an issue that isn’t on this list, please shoot us an email at email@example.com and we’ll investigate ASAP. Thanks for your help!
Why did my Progression Levels change?
Progression Levels are a complex calculation on many different data points. These are continuously updated and will frequently change to reflect any changes to your fitness.
Do I need a training plan?
To take full advantage of Adaptive Training, you’ll want to have a TrainerRoad training plan on your calendar from Plan Builder. If you manually added a plan, you’ll be prompted to convert it to a custom one.
If I edit my training plan by adding and removing workouts, will adaptations still take place?
If individual workouts are modified or replaced in advance using the “Alternates” option, Adaptive Training will view the replacement workouts as a part of your training plan, and will consider them for adaptations. If you simply add workouts to your calendar within the timeframe of your training plan, these will not be considered part of the plan and will not be adapted, but their completion will still affect your Progression Levels.
Does Adaptive Training account for outside rides?
Adaptive Training currently analyzes and incorporates structured TrainerRoad Outside workouts completed on Garmin head units, and we’re working on adding support for Outside Workouts on Wahoo head units. Eventually, we plan to incorporate all workouts, both structured and unstructured—indoors or outdoors.
Does Adaptive Training change the structure or intensity of individual workouts?
Adaptive Training does not modify workouts themselves. Instead, it adjusts which workouts your training plan recommends based on your progress through the plan. Your training will always keep pace with your abilities, while making sure you maximize your potential.
Why do I occasionally see different questions on my surveys?
Some workouts are harder than others, and sometimes life happens. We’ll deliver a survey based on how your effort in that particular workout went, and your response to the survey can help affirm or correct that information.
How should I rate my workout on the post-workout survey?
The difficulty you select on the survey should reflect your overall takeaway of how hard the workout was to complete.
Will my custom workouts have Workout Levels?
Yes, all TrainerRoad workouts and custom workouts should have Workout Levels assigned to them, but at this point, we can’t endorse the Workout Levels of custom workouts. As of now, Workout Levels are calculated uniquely for custom workouts and are not comparable to the Workout Levels of workouts in the TrainerRoad workout library.
Will the system get confused if I take a break to stretch/fill bottles/etc during a workout?
During a workout, Adaptive Training makes allowances for short breaks between sets. If you take breaks during work intervals, Adaptive Training will interpret it as a sign that you found the workout challenging to complete. Luckily, if you ever disagree with Adaptive Training’s conclusion on the outcome of a workout, you can easily overrule it on the post-workout survey.
Is this really machine learning?
Yes! Adaptive Training utilizes an internally developed machine learning system.
Does Adaptive Training use heart rate data?
Currently, Adaptive Training exclusively uses power data. As the system develops, we are excited to eventually incorporate more data sources for an even more nuanced understanding of stress and fatigue.
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