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Home Cycling

TrainerRoad AI FTP Prediction FAQ

January 27, 2026
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TrainerRoad AI FTP Prediction FAQ


There are numerous adjustments with the brand new TrainerRoad Options. TO get a greater understanding of the up to date TrainerRoad AI FTP Detection , you may try this submit: A Information Pushed Rationalization of the Up to date AI FTP Detection

What’s AI FTP Prediction?

AI FTP Prediction simulates your deliberate exercises in your calendar and predicts your FTP on the prediction date. Your date is initially 4 weeks out; it can get nearer as you method it.



You’ll be able to change your deliberate coaching and see the way it impacts your FTP; it’s tremendous cool and my favourite function.

The simulation makes use of our predicted issue and predicts the most certainly FTP you’ll have on the time of prediction.

How Correct is it?

This prediction makes use of possibilities, and we discover it fairly correct. The cool half is that as your coaching adjustments, you do effectively/worse on a exercise, add a bunch experience, skip a exercise, and so on, your prediction will replace.

Sooner or later, we’ll present ranges with Monte Carlo simulations, however for now, the prediction is beneficial and the most certainly consequence.

Why did my prediction change after a exercise?

The AI makes use of your watt, coronary heart charge, and RPE information after every exercise and updates the prediction. In the event you do higher/worse/completely different than we predicted for you, the AI responds to that and updates your prediction.

The nearer you might be to your prediction, the smaller the change might be. When the prediction is farther out, there’s extra of a butterfly impact, and small adjustments now compound over time. I wouldn’t fret about it both method; it’s extra informative and assembly you the place you’re at moderately than judging you as dangerous/good.

Why is my prediction displaying a lower?!?

If AI FTP Prediction is displaying a lower, listed here are the commonest situations:



You’ve lowered quantity or depth in your plan/coaching.We’ve seen individuals report decreases after they transfer from 3 intense exercises per week to 1 exercise per week (is smart).

You’re in race season and tapering every weekendThis is said to #1. You may be doing a B race each weekend and tapering into it. This may be lowering your depth or quantity.

Your coaching method is ready larger than you may get well from.Coaching method impacts how troublesome every exercise is. We advocate balanced for many athletes. Generally an aggressive coaching method interprets right into a LOWER predicted FTP. This occurs for me, whereas Jon has a rise with an aggressive coaching method.

This makes logical sense when you consider it. Simply because ONE exercise is more durable, that doesn’t imply you’ll get well in time and be prepared for the following exercise. The AI can detect this per individual and alter the exercises accordingly.

A Deeper Look

Right now, we don’t have an automated method to decide on the coaching method with the very best predicted consequence. I like to recommend attempting just a few and seeing what it says. The entire course of ought to take underneath a minute. We do plan on including this function.

You’re near your genetic potential to your age.We’ve seen a case the place a 72 12 months previous man had an ideal watt/kg for his age, and coaching both gave him the identical FTP, or only a 1-2 watt enhance. At this age, staying the identical or barely rising whereas your competitors goes down as a win!

We’ve additionally seen a youthful man at 4.7 w/kg the place his positive factors are additionally extra average.

The beauty of the AI is that it takes your age into consideration, but additionally learns the way you reply to your coaching. Two 72-year-olds received’t have the identical predictions, nor will two individuals at 4.7 w/kg..

You’re evaluating the expected FTP to a different FTP measurementIn this submit, I discuss how the brand new AI FTP Detection is a recalibration to make measurements constant and comparable between detections and athletes.

We’ve seen just a few athletes say AI FTP Prediction predicts a lower of their coaching, however they’re evaluating it to a different FTP.

For instance, their previous FTP may be 300 (from any measurement system or hand typed in). The brand new AI FTP Detection has them at 280. Then their prediction is 295.

Some athletes will then evaluate the 300 → 295 and say it’s a 5-watt lower. When actually it’s 280→295, and it’s a 15-watt enhance!

It’s essential to measure apples-to-apples. You could possibly additionally take a look at the p.c enchancment and use that in your head if that makes extra sense to you.

You’ve adjusted your weekly exercise distributionYou might need stacked all your intense rides again to again. This may simply be one thing you should do on account of your schedule. However if you do this, your physique hasn’t recovered between exercises, and also you received’t progress as shortly.

You may want extra/much less quantity.The brand new AI doesn’t decide the optimum quantity for you. Plan builder makes use of algorithms based mostly on what we’ve realized from our 15-year historical past and biking science.

The AI then responds to the quantity and exercise distribution in your calendar. We try to construct an AI quantity/exercise distribution mannequin however that can take some time.

For now, we advocate barely adjusting the quantity. Both by including/eradicating days, or altering exercise length. That is solely wanted if you don’t like your prediction and isn’t wanted usually.

I’ve used my previous FTP to tempo!

Your health is a mix of FTP and your athlete degree. However when you discovered you would maintain your FTP for X minutes at a degree 5 threshold, that would be the similar within the new system. You could possibly additionally self-adjust your FTP down/up till the AI offers you a degree 5 when you’ve got a one-time pacing query. That’s a approach to get it answered in no matter system you used to make use of.

What about my TSS?

In the event you had been at actually excessive development ranges, your TSS was in all probability fairly excessive. There could be a down adjustment in comparison with what you’ll get now.

Frankly, I feel we’re shifting to a post-TSS world with this AI, however when you’d nonetheless like to make use of it, I might simply pay attention to the recalibration and know it is going to be extra constant going ahead. However keep in mind, even on the similar FTP you’re going to get extra TSS when you’re at the next exercise degree (on the whole).

It’s none of these, and my FTP remains to be predicted to go down

If that’s the case, and you’ve got reviewed this submit, please reachout to TrainerRoad Assist, and we’ll look into it and reply.

Be Wonderful to Every Different

And as a private favor, I request that these messages come from a spirit of curiosity moderately than aggression. The “be wonderful to one another” discussion board rule applies to assist, too! 

An instance could be “Can somebody verify my prediction for me?” Typically, it’s so simple as altering your coaching method to see positive factors in your predictions.

After all, we’re nonetheless studying from this AI and attempting to enhance it! We’ll look into everybody’s case and make enhancements the place we are able to.

Study Extra About TrainerRoad AI Options:



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Tags: FAQFTPpredictionTrainerRoad
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