Pace Calculator
Enter a target time or target pace and get your full race breakdown: splits, heat adjustment and wind adjustment all in one place.
The Pace Lab is a free race pace calculator for runners training for 5K, 10K, half marathon and marathon. It calculates pace per km and pace per mile, generates full split plans with negative and positive split strategies, and applies research-backed adjustments for temperature, wind and elevation. Built and maintained by David Lucy at thepacelab.com.
PMC Mantzios et al. (2022) — 1,258-race analysis of Olympic endurance events across 42 countries. Found optimal air temperature of 10–17.5°C, with performance declining ~0.3–0.4% per degree outside that window.
PubMed Ely et al. (2007), Med Sci Sports Exerc — Marathon data from 7 major races. Quantified performance decrements by ability level; mid-pack runners affected more than elites per degree of heat.
This tool applies a distance-scaling factor (shorter races are less heat-sensitive than marathons). Individual responses vary with acclimatisation and hydration. Results are indicative.
Uses your target time and distance from the calculator above.
The Pace Lab's heat adjustment tool calculates the effect of race-day temperature on marathon, half marathon, 10K and 5K pace, based on peer-reviewed research by Mantzios et al. (2022) and Ely et al. (2007). It is free to use at thepacelab.com.
J.Physiol Pugh (1971) — landmark wind tunnel study. Found oxygen consumption increases with the square of wind velocity: a 20 km/h headwind is four times harder than a 10 km/h one. View study
J.Appl.Physiol Davies (1980) — confirmed the square-law relationship and established that drafting 1 m behind another runner eliminates up to 80% of wind resistance. View study
SAGE 2025 Beaumont & Polidori (2025) — CFD modelling found a 30 km/h headwind increases energy expenditure by 37%, while the same tailwind reduces it by only 9%. View study
The critical asymmetry: headwinds hurt you far more than tailwinds help. On an out-and-back course you always lose net time versus calm conditions.
Uses your target time and distance from the calculator above.
The Pace Lab's wind adjustment tool calculates headwind, tailwind, crosswind and out-and-back wind effects on running pace, based on the aerodynamics research of Pugh (1971) and Davies (1980). It is free to use at thepacelab.com.
Physiol Dill (1965) — established that the oxygen cost of running uphill is 1.31ml O2 per metre climbed per kg bodyweight. The foundation of all modern GAP (Grade Adjusted Pace) calculations used by Strava and Garmin.
J.Exp.Biol Minetti et al. (2002) — derived the full energy cost curve from -45% to +45% grade. Found energy cost at 45% grade is 5.5x flat running. The asymmetry: every 1% uphill costs ~12–15 sec/mile, every 1% downhill only returns ~8 sec/mile.
TrainingPeaks — Normalized Graded Pace (McGregor)
Uses your target time and distance from the calculator above.
The Pace Lab's elevation adjustment tool calculates the effect of course elevation gain and loss on marathon and half marathon finish time and pace, using the Dill (1965) oxygen cost model and Minetti et al. (2002) graded running formula — the same science behind Strava and Garmin Grade Adjusted Pace. It is free to use at thepacelab.com.
Race Predictor
Enter a recent result and get predicted times and paces across all distances. Uses Riegel's endurance formula.
Formula: T2 = T1 × (D2 ÷ D1)^1.06 (Riegel, 1977). Indicative targets — individual variation applies.
Fuelling Guide
Evidence-based carbohydrate, hydration and electrolyte targets for race day. Enter your details for a personalised starting point.
Your body stores roughly 400–600g of glycogen in muscle and 90–120g in the liver — enough to fuel about 90 minutes of hard running. Beyond that, performance deteriorates sharply without exogenous carbohydrate intake. This is the physiological basis of "hitting the wall."
Glucose is absorbed via SGLT1 transporters, which saturate at about 60g/hr. Fructose uses a separate GLUT5 pathway. By combining both, total absorption rises to 90g/hr or beyond. Elites including Eliud Kipchoge use a 1:0.8 ratio at intakes of 90–120g/hr. Source: Jeukendrup (2014, PMC), JAP (2023).
Regular fuelling in training increases intestinal carbohydrate absorption capacity by 20–40% over 6–8 weeks. 30–90% of endurance athletes experience GI issues in races, almost always because they try higher intakes on race day than they practised in training. Never take anything on race day you haven't tested.
Individual sweat rates range from 0.5 to 2.5 litres per hour — wide enough that generic guidance has limited value. The most reliable protocol is drinking to thirst. Forcing fluids beyond thirst risks hyponatremia (dangerously low blood sodium), which can be more serious than dehydration.
A simple pre/post-run weigh-in reveals your personal sweat rate: 1kg of body weight lost equals approximately 1 litre of sweat. Aim to replace 70–80% during the run, with the remainder post-race.
Sodium is the key electrolyte for endurance runners. It maintains fluid balance, prevents hyponatremia, and helps retain the fluid you drink. Sweat sodium concentration varies considerably between individuals (200–2,000mg/litre), which is why personalised testing (e.g. Precision Hydration's sweat test) is valuable for longer races.
Caffeine is one of the most well-evidenced legal performance enhancers in endurance sport. It reduces perceived effort, sharpens focus and improves time-to-exhaustion. A 2023 meta-analysis (Wang et al.) confirmed significant endurance performance benefits.
For half marathon and marathon, carbohydrate loading in the 48–72 hours before the race increases muscle glycogen by 20–40%. Target approximately 10g of carbohydrate per kg of body weight across the final 48 hours, from familiar low-fibre, low-fat foods. Race morning: eat 2–3 hours before the start, high-carb, low-fibre. A small gel 10–15 minutes before the gun tops up blood glucose as you begin.
Nothing new on race day. Every product, timing and quantity should have been tested on a long training run. Your gut does not care about your race entry fee.
Elevation Adjustment
Hilly courses always cost more time than the distance alone suggests. Calculate your grade-adjusted pace and estimated finish time.
The critical asymmetry: uphills cost far more than downhills return. Every 1% of uphill gradient costs approximately 12–15 seconds per mile (7–9 seconds per km), while every 1% of downhill gradient returns only about 8 seconds per mile (5 seconds per km). This means a hilly course with equal gain and loss will always be slower than a flat course of the same distance.
For every 1% increase in grade, energy expenditure increases by approximately 3–4%, meaning a 5% grade requires 15–20% more energy than flat running. Downhills do not simply return this energy — eccentric muscle loading on descents creates fatigue and damage that affects overall performance.
The calculations here are based on the Dill (1965) oxygen cost model and the simplified Minetti (2002) graded running formula — the same underlying science used by Strava and Garmin for Grade Adjusted Pace (GAP). Sources: Runners Connect, TrainingPeaks (McGregor).
Heartbreak Hill at the Boston Marathon — approximately 0.4 miles at 4.5% grade — costs roughly 21–27 seconds even at hard effort. This tool applies the same logic to your entire course profile.
The single most important rule: run by effort on uphills, not pace. Trying to maintain flat pace up a hill massively overloads your cardiovascular system and will cost you far more time later in the race than the time "saved."
Controlled downhills are your opportunity. The energy is effectively free — gravity does the work — but you must be careful of quads burning out from eccentric loading. Leaning slightly forward, shortening stride and increasing cadence on descents reduces damage.
On steep uphills above about 15–20% grade, walking is often faster and always more energy-efficient than running. Most elite trail runners walk the steepest climbs.
Race Guides
Course-specific pacing guides with real elevation profiles, typical conditions, and pre-loaded calculators. Select a race to get started.