Predictions & stats
The prediction is a range between worst case and best case that gets narrower and more honest with every week of training. If it shrinks from the optimistic side, the displayed value can get slower – that doesn't mean you've gotten worse, it means Trait now knows more precisely where you stand.
We totally get that this is frustrating: you're sticking to the plan, and yet the number isn't moving in the direction you'd like. Here we explain honestly how the prediction comes about – and why a “worse” number is usually not bad news at all.
When you create your plan, Trait only knows what you entered during onboarding (level, Feelgood pace) and maybe two or three sessions. A statement like “this is how fast you'll run the marathon in three months” would, quite honestly, be reading tea leaves at that point.
Other providers calculate a fixed number from your previous training volume using common load models. That looks precise, but it can be neither verified nor disproven. Trait takes a different approach: our model separates endurance (cardiovascular) and muscular running ability (stamina) – and we deliberately don't stick our necks out.
With every week, Trait has to estimate less: the race gets closer, and Trait sees how you actually trained. As a result, the range gets narrower.
Most runners don't train in the best case but somewhere in the middle – one session moved, one shortened, the occasional day missed. That's why the range usually shrinks from the optimistic side: a theoretically possible 4:00 h becomes a realistic estimate of, say, 4:45–4:50 h. This can also make the displayed value slower.
This is not a setback and not a bug. It doesn't mean you've gotten worse – it means Trait now knows more precisely where you stand. The number is often not bad at all – but to many it feels like they're not making progress.
Trait could only “look better” by crediting you with a faster time than is realistic. We deliberately don't want to do that – not at the start and not later on.
We can't promise that the prediction will get faster again, and we don't give our own time predictions either. What we do promise: the number you see is our most honest estimate based on what we know about your training.
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