goodborning.

AI ESTIMATOR — FREE, IN 30 SECONDS

How long will you really take?

We match your profile against hundreds of comparable finishers on the same race. Three scored scenarios, aid-station-by-aid-station breakdown, clickable source profiles.

SOURCES

Not an average — a triangulation.

ITRA

Points and performance index from your latest season.

UTMB Index

Official performance index from UTMB World Series.

Similar profiles

Runners with a comparable profile who already finished this race.

3 SCENARIOS

Optimistic, realistic, conservative.

Three finish windows for the same race. Pick the one that matches your strategy.

UTMB Mont-Blanc171 km · 10 000 D+
34:20
Optimistic
38:45
Realistic
43:10
Conservative

IN 30 SECONDS

How it works

01

Pick your race

UTMB, Maxi-Race, SaintéLyon, or one of our 200+ referenced races.

02

Enter your level

ITRA score, UTMB Index or B-Trail. Or your latest reference time.

03

Get your estimate

Three possible times, aid-station breakdown, links to comparable runners.

NOT A REFERENCED RACE?

You just have a GPX track

Personal recon, private event, unlisted course: we estimate your time directly from the GPX file and your level.

Estimate from a GPX

FAQ

Is it really free?+

Yes. Magic-link sign-in so we can let you know when we ship updates.

How accurate?+

On referenced races, the estimate usually lands within ±15% of real time — much better than a slope-based formula.

What if my race isn't listed?+

Enter distance + elevation manually. The AI will estimate with less precision (no comparable profiles) but still useful.