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Race Time Predictor

Predict a target race time from a recent performance using the Riegel endurance model and a transparent fatigue exponent.

Method and guidance updated

Stopwatch and projected route curving toward a race finish
Stopwatch and projected route curving toward a race finish

Calculator

Enter your details

Predicted target time

52:07

A planning benchmark—not a promise about race day.

Predicted pace
5:13 min/km
Model exponent
1.06

For education and planning only. This estimate is not medical advice, diagnosis, or a personalized exercise prescription.

What this calculator tells you

The Riegel model adjusts a known performance for the fact that pace usually slows as distance increases. It is useful for realistic planning when recent effort and target event are reasonably similar.

How to use the Race Time Predictor

  1. 1

    Enter a recent hard effort or race distance and time.

  2. 2

    Enter the target distance in the same unit.

  3. 3

    Use the result as a pacing reference, not a promise.

Formula and interpretation

Method

Predicted time = known time × (target distance ÷ known distance)^1.06.

How to read the result

Treat the result as a neutral benchmark. Training specificity, terrain, weather, fueling, and pacing can move actual performance substantially.

Important limitations

The fixed exponent is a population rule of thumb, not your personal endurance profile. Predictions become less reliable across very different distances.

Race Time Predictor questions

Can a 1 km effort predict a marathon?

The calculation works, but such a large distance jump is unlikely to represent endurance, fueling, and durability accurately.

Should the known effort be recent?

Yes. A recent, well-paced performance under comparable conditions is more informative.

Keep planning

Put the number to work

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