From practice log to race-day prediction in three steps.
Record interval times, test sets, and race-pace work during practice.
Practice time logging interface
Our model compares practice data against meet history, training load, and taper status.
AI pattern analysis visualization
See a realistic time range with confidence level before your next race.
Prediction result with confidence level
A realistic preview of your next meet performance, built from your training data.
Before every meet, see predicted times for your entire roster. Know who's trending up, who might struggle, and where to focus your pre-meet conversations.
Learn more about coaching toolsPre-meet team predictions table
After every meet, see how predictions compared to actual results. Track prediction accuracy over time and build trust in the data.
Post-meet accuracy dashboard
Accuracy improves with more data. After 10+ practice logs and 3+ meets, most predictions land within 1-2 seconds.
No, but more data means better predictions. We recommend logging at least your main set 2-3 times per week.
Yes, coaches on the Coach or Club plan see predictions for all their athletes.
Yes, the model factors in training volume changes and taper patterns from previous seasons.
All standard competitive swimming events from 50 Free through 1650/1500 Free, all strokes and IMs.
Practice-to-meet predictions require the AI Coached plan ($19/mo) or a Club plan.
Connect your practice data to realistic meet performance ranges with AI-powered insights.