champagnerunning Behind the numbers

Heat & pace The temperature calculator

Same run.
Different temperature.

A warm day can hide a good run.
See what your time could look like
in different conditions.

01

Your run

km
Finish time
Temperature
°C
°C

Use air temperature, not “feels like”.

02

Your comparison

Example

Estimated time at 10°C

24:06

54 seconds quicker3.6% less time · same distance

Your pace at 25°C5:00 /km
Estimated at 10°C4:49 /km

Your time, by temperature

°C
Estimated finish time at different temperaturesThe line compares temperatures from minus 5 to 35 degrees Celsius. Markers show your run and comparison.
Your runComparison

An estimate for the same distance and effort. Your own response to temperature may differ.

Built on real running

Millions of finish lines.
One useful comparison.

7.5m+
runs analysed
130,000+
runners
70+
different courses
25,000+
events

Behind the numbers

A little context
for your next run.

Temperature is one part of the story.
This helps you put a number on it.

What does the calculator compare?

Your finish time at two temperatures, over the same distance. It uses the overall pattern from millions of 5 km runs, comparing runners with themselves while accounting for differences between courses, seasons and other weather conditions.

Why does it start at 10°C?

10°C is the reference used in the analysis: a useful cool day to compare with. It isn’t a magic optimum. The results show relatively small differences across cooler temperatures, so chasing one perfect degree would give a false sense of precision.

Can I use it for a 10K or marathon?

Yes, as a rough guide. The evidence comes from 5 km runs. For any other distance, we apply the same percentage change to your time. Longer runs may respond differently to heat; this calculator does not estimate that extra effect.

How close will it be for me?

It’s an average adjustment, not a personal prediction or a guaranteed time. Acclimatisation, effort, sun, humidity, wind, hills and how you felt can all change your result. Evidence is thinner above 30°C. Small bumps in the chart reflect variation in the estimates.

Which temperature should I enter?

Use the air temperature around the start of your run, rather than a “feels like” reading or the day’s maximum. You can compare any two temperatures from −5°C to 35°C (23°F to 95°F).