Enter a forecast to explore a Clinic modelled planning range for finish time and pace, plus a non-medical heat-planning band.
This Clinic scenario models about 6–10% slower than your cool-weather pace. The Clinic planning band is moderate. Start a touch easier and drink to thirst. The estimated dew point is 18°C; higher humidity reduces evaporative cooling. Sun, wind, clothing and your individual response can move the real result outside this range.
From your coach
“This Clinic scenario models about 6–10% slower than your cool-weather pace. The Clinic planning band is moderate. Start a touch easier and drink to thirst. The estimated dew point is 18°C; higher humidity reduces evaporative cooling. Sun, wind, clothing and your individual response can move the real result outside this range.”
Slower by
6–10%
Adjusted finish
3:25:48–3:34:43
Clinic range vs 3:14:40 when cool
Adjusted pace
4:53–5:05/km
Clinic modelled range
Est. shade WBGT
21°C
moderate Clinic band
The Clinic model estimates shade WBGT from air temperature and relative humidity, then applies a coaching curve informed by population weather-performance and WBGT studies. It is not a fitted reproduction of El Helou or Ely, a personal forecast, or a medical or organiser threshold. At least two weeks of heat acclimation is generally preferred when practical, while shorter controlled exposure may still provide some adaptation.
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Build a free marathon plan from your current running, or apply for one-to-one coaching.
Warm conditions can change the cost of a given pace. This guide explains the physiology, the limits of the Clinic's modelled planning range, and safer ways to prepare for a hot forecast.
Running is a furnace. Only about a quarter of the energy you burn becomes forward motion; the rest comes off as heat. To hold your core temperature steady, your body sweats, and as that sweat evaporates off your skin it carries heat away. Sweat that drips off provides much less of that evaporative cooling.
Air temperature, humidity, sun and wind all affect heat strain. The dew point describes moisture in the air, while WBGT combines several environmental inputs when measured on site. As humidity rises, evaporation becomes less effective, which reduces evaporative cooling. Heart rate and core temperature can then rise at a pace that felt comfortable in cooler conditions.
The honest version
The performance response is not linear or the same for everyone. Population marathon studies show an association between weather and finishing times, but they do not produce a personal seconds-per-degree rule. The tool therefore shows a broad Clinic sensitivity range rather than assigning a precise penalty from air temperature or dew point alone.
Longer races generally create more opportunity for heat strain to accumulate, so the Clinic model applies a larger distance factor to a marathon than a 5K. That factor is a coaching heuristic, not a validated individual dose-response. Even a small modelled percentage can materially change a marathon planning range, which is why the calculator shows both finish-time edges instead of one midpoint.
Many race organisers use on-site environmental measurements, including WBGT (wet-bulb globe temperature), as one input to their own protocols. Their thresholds and decisions vary by event, population and medical plan. The calculator estimates a shade form from temperature and humidity only. It cannot measure solar radiation, globe temperature or wind. The labels below are Clinic planning bands, not organiser cut-offs, medical risk categories or clearance to race:
| Band | Feels like | What it means |
|---|---|---|
| Low | Cooler model input | Keep checking effort and event guidance. |
| Moderate | Warmer model input | Start a touch easier; drink to thirst. |
| High | Hot / humid | Ease the early pace, drink to thirst within your rehearsed plan, use cooling, and watch for heat-illness symptoms. |
| Extreme | Extreme model input | Do not treat this tool as clearance. Follow organiser and medical guidance and consider not starting. |
Heat acclimation can improve tolerance. When practical, at least two weeks of progressive, controlled exposure is a useful target for more complete adaptation. Shorter blocks can still provide some benefit, so a late forecast does not mean preparation is pointless. Responses vary, and any heat exposure adds training strain.
Common adaptations include changes in plasma volume, sweating response, heart rate and thermal strain. The size and time course vary, and some adaptations decay after exposure stops. If your race is hot and your training has been cool, use the conservative edge of the modelled range and respond to effort.
If you can't acclimatize
Keep exposure controlled
From your coach
“Handling heat is not only about toughness. Adjust the goal before the start, respond to the conditions in front of you and be willing to change the plan. A coach can help make that decision honestly.”
Methodology & sources
The tool estimates shade WBGT from temperature and humidity, then applies a Clinic coaching curve scaled by race distance. It is informed by population weather-performance and WBGT research, but it is not a fitted reproduction of El Helou or Ely and has not been prospectively validated. Its fixed bands are planning labels, not medical or organiser thresholds. At least two weeks of progressive heat acclimation is generally preferred when practical, while shorter controlled exposure may still help.