Step 1. Work out where you are now
The starting point is a fresh result over a shorter distance: an official race or an honest time trial in the last month or two, not a training run with stops and traffic lights. The Riegel formula multiplies a known time by the ratio of distances to the power of 1.06; for popular conversions, the multipliers below are enough.
| You have | You want | Multiplier |
|---|---|---|
| 5K | 10K | × 2.08 |
| 5K | 21.1 km | × 4.60 |
| 10K | 21.1 km | × 2.21 |
| 10K | 42.2 km | × 4.60 |
| 21.1 km | 42.2 km | × 2.08 |
For example, a 50-minute 10K gives about 1:50:20 for the half marathon and about 3:50 for the marathon. It is a prediction, not a promise: a fast 10K does not mean you are ready for a half marathon if your longest run was 12 km. The pace calculator does the math, and endurance for 21.1 km is the subject of the half marathon training guide.
Step 2. Understand how much you can gain
There is no universal percentage of improvement per training cycle: "minus 5%" for a beginner after a first race and for an experienced runner close to their limit are different tasks. Work out your time at 2%, 3% and 5% faster and test each option in training.
Confirmation is a fresh race or time trial, several successful sessions at goal pace, a long enough long run and normal recovery after it. One outstanding workout is a reason to update your estimate, not to rewrite the whole plan.
Step 3. Set three goals instead of one
A single number is fragile: heat, wind or heavy legs can easily turn a good result into a mental defeat. The A/B/C scheme defines three meaningful outcomes in advance.
Best day
An ambitious result in good conditions after perfect training.
Main plan
A result backed by recent races and workouts.
A good race
A process minimum: pace it evenly, practise your fueling or finish without pain.
For example, after a 1:52 half marathon: A is 1:46, B is 1:49, C is an even finish without falling apart in the last five kilometers. This shows the structure, not a ready recommendation for every runner with that best. Start at B pace: an aggressive start at A pace can wreck both B and C. Check how you feel after the first third and open up toward A only near the finish. If the day does not go well, switching to C is a decision made in advance, not a surrender.
Check the goal through pacing
In a study of 78,912 Boston Marathon finishers, even pacing was linked to better times in every group. It is an association in the data, not proof that equal splits guarantee a better result. The practical point is simple: your goal should let you start under control, and if the first kilometers already hurt, it is no longer a B goal.
When the goal should not be about time
In your first race at a new distance, after an injury or a long break, a precise prediction creates false confidence, especially without a fresh race or time trial. Goal C can become the main one: finish evenly, do not aggravate pain, test your fueling. Heat, wind and climbing are reasons to switch from a fixed pace to a range or to effort in advance.
Recheck your goal before the race
Two or three weeks before the race, compare your tempo runs, long runs and recovery with what you assumed at the start. If goal pace is consistently harder than planned, move B. If training is consistently going better, you can bring A closer without changing the first kilometers of the race.
Check your prediction before race day
Pacero predicts your finish from recent results, volume, experience and time to race day, checks the goal you pick and builds a plan for it. As you train, the prediction updates from the workouts you complete. Runs from Apple Watch, Garmin and other watches come in through Apple Health; without a watch, record with GPS in the app, log by hand or upload a screenshot.
Check your goal in Pacero →First 7 days free, no card needed.Quick answers
How do I work out a realistic time?
Take a recent result over a similar distance and apply the Riegel formula. Then check the prediction against your volume, long runs and goal pace workouts.
How much can I improve my best in one cycle?
There is no universal percentage. Work out a few scenarios and keep as your main one only the scenario your current training supports.
Which goal should I start the race at?
At B pace. You can move toward A after the first third or near the finish, when a mistake costs less.
What goal should I set for my first race?
Finish evenly and get a reference point: there is nothing yet to check a precise time against.
Sources
- Peter Riegel, 1981: the original model of time versus distance.
- Dong & Li, PLOS One, 2026: pacing of 78,912 Boston Marathon finishers.
- Exercise & Sports Science Australia, 2026: expert statement on goal setting in physical activity.