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Running Pace Formula: Riegel & VDOT Race Pace Conversion

Pace is time per unit distance. Most coaches think in minutes per kilometer or per mile. Race-equivalent paces across distances follow Daniels' VDOT or Riegel's exponent (~1.06).

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Formula

Copy the exact expression or work through it step by step below.

pace_per_km = total_time_seconds / total_distance_km / 60 # Riegel race-equivalence (Pete Riegel, 1977): T_new = T_known × (D_new / D_known)^1.06

Variables

pace

Pace

Time per unit distance. Minutes-per-kilometer is the metric standard; minutes-per-mile is the US standard.

total_time

Elapsed time

Seconds or minutes. Convert minutes-decimal to minutes:seconds at the end.

total_distance

Distance covered

Kilometers or miles. Be consistent within one calculation.

1.06

Riegel exponent

Empirical constant from Riegel 1977. Models the fact that longer races are slower per km. Works well for 5K–marathon; drift increases beyond marathon distance.

Step By Step

  1. 1

    Express the known race time in seconds.

    10K in 45:00 = 2,700 seconds.

  2. 2

    Compute pace per km.

    2,700 / 10 = 270 sec/km = 4:30/km.

  3. 3

    For race-equivalent prediction at a new distance, apply Riegel: T_new = T_known × (D_new / D_known)^1.06.

    Predicting half marathon from 10K: T_HM = 2,700 × (21.0975 / 10)^1.06 = 2,700 × 2.226 = 6,010 sec ≈ 1:40:10.

  4. 4

    Compute the predicted pace at the new distance.

    6,010 / 21.0975 = 285 sec/km = 4:45/km. Half marathon pace is 15 sec/km slower than 10K pace at this fitness.

Worked Example

10K time 45:00, predict half marathon

Known distance

10 km

Known time

45:00

Target distance

21.0975 km (half)

Pace at 10K = 4:30/km. T_HM = 2,700 × (21.0975/10)^1.06 = 6,010 sec → 1:40:10

Predicted half marathon ~1:40:10 at 4:45/km. Real-world performance depends on long-run training and pacing discipline.

Common Variations

Daniels' VDOT tables: more refined race-equivalence with separate training-pace zones for easy, marathon, threshold, interval, and repetition work.
Cameron formula: T₂ = T₁ × (D₂ / D₁)^1.13. Slightly less optimistic than Riegel at long distances.
Race-equivalent calculators (RunningAhead, McMillan) blend multiple models for race-distance predictions.

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FAQ

Questions people ask next

The short answers readers usually want after the first pass.

How do you calculate running pace per kilometer?
Pace is time per unit distance: divide total time in seconds by distance in kilometers, then convert to minutes:seconds. A 10K in 45:00 is 2,700 seconds; 2,700 / 10 = 270 sec/km = 4:30/km. Keep your time and distance units consistent within one calculation.
What is the Riegel formula for predicting a race time at a new distance?
Riegel's endurance model (Pete Riegel, 1977) is T_new = T_known x (D_new / D_known)^1.06. The 1.06 exponent reflects that longer races are run slower per kilometer. It works well from 5K to marathon, with drift increasing beyond marathon distance.
How do I predict my half marathon time from a 10K?
Apply Riegel from your 10K. For a 45:00 10K: T_HM = 2,700 x (21.0975 / 10)^1.06 = 2,700 x 2.226 = 6,010 sec, about 1:40:10, which works out to roughly 4:45/km. That is about 15 sec/km slower than 10K pace at the same fitness.
How does the Riegel formula compare to the Cameron and VDOT models?
Daniels' VDOT tables give more refined race-equivalence with separate training-pace zones. The Cameron formula uses a 1.13 exponent (T2 = T1 x (D2/D1)^1.13), making it slightly less optimistic than Riegel at long distances. Blended calculators like RunningAhead and McMillan combine multiple models.

Sources & References

General fitness estimates — not medical advice. Consult a healthcare professional for medical decisions.