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Race Percentile Calculator

Find out how your race time compares to other runners.

How We Calculate This

Percentile Estimation

Finish times for large races approximate a normal distribution. The calculator:

  • Calculates a z-score from your time relative to the average and standard deviation
  • Converts the z-score to a percentile using the cumulative normal distribution
  • Applies an age-grading factor to estimate age-adjusted performance

Average times are derived from aggregate data of major races including parkrun, London Marathon and similar events.

Frequently Asked Questions

Last updated: 2026-03-03

All calculations are estimates. Always consult a coach or medical professional for personalised training advice.