VDOT Isn't Magic. Here's What Jack Daniels' Number Actually Predicts
VDOT explained: what Jack Daniels' running number really predicts, where its marathon forecasts break down, and how to use it to set smarter training paces.
Telchatta Kumar
VDOT Isn't Magic. Here's What Jack Daniels' Number Actually Predicts
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VDOT is a fitness score calculated from a recent race time, not a lab measurement. It predicts what you could run at other distances if you were equally well trained for them, and it turns that into sensible training paces. The predictions are strongest from roughly the mile to the half marathon. For the marathon, especially on low mileage, treat the number as a best-case ceiling rather than a promise.
Key takeaways
- VDOT comes from Jack Daniels and Jimmy Gilbert's 1979 performance tables, built from two equations: the oxygen cost of running at a given speed, and how much of your aerobic capacity you can sustain for a given time.
- It is a "performance VO2 max," so it already includes your running economy. That is why it predicts races better than a lab VO2 max test.
- It assumes you are equally prepared for every distance. Recreational runners on modest mileage often run marathons slower than predicted.
- Its most useful job is setting five training paces: easy, marathon, threshold, interval and repetition.
Where VDOT came from
In the 1970s, exercise physiologist and coach Jack Daniels teamed up with mathematician Jimmy Gilbert to answer a practical question: if a runner can do X for 5K, what should they be able to do over 10K or the marathon? Their answer, published in 1979 as Oxygen Power: Performance Tables for Distance Runners, linked race times across distances to a single reference number.
The name is a play on scientific shorthand. A dot over the V in "VO2" means "per minute," so "V-dot-O2 max" became VDOT. Daniels later made it famous through his coaching book Daniels' Running Formula, still worth reading if you want the full system from the source.
The key idea is that VDOT is not your real VO2 max. It is the VO2 max value that would explain your race performance if your running economy matched the average runner in Daniels and Gilbert's data. In their own tables they stress that it is a reference value, best used to compare performances with each other.
How the number is calculated, in plain English
Under the hood are two regression equations. You do not need to do the math, but knowing what they do explains both the strengths and the limits.
- Oxygen cost of speed: the first equation estimates how much oxygen (in ml per kg per minute) it takes to run at your race speed. Faster pace, higher cost.
- How long you can hold a fraction of your maximum: the second estimates what percentage of your aerobic ceiling you can sustain for a race of that duration. The longer the race, the lower the percentage.
- Divide one by the other: oxygen cost divided by sustainable fraction equals VDOT.
Here is a worked example. A 5K in 20:00 means an average speed of 250 meters per minute. The first equation puts the oxygen cost at about 47.5 ml/kg/min. For a 20-minute effort, the second says you can hold roughly 95% of your maximum. So 47.5 ÷ 0.95 gives a VDOT of about 50.
Notice that the second equation depends only on time, not distance. A three-hour marathoner and a 2:10 marathoner are working at very different fractions of their maximum, because one runs for 50 minutes longer.

What VDOT predicts well
Feed in that 20:00 5K and the equations produce a set of "equivalent" performances. Rounded, they look like this:
- Mile: about 5:51
- 10K: about 41:30
- Half marathon: about 1:32
- Marathon: about 3:11
For a broader sense of scale: a 4:00 marathon works out to a VDOT of about 38, a 3:00 marathon to about 53.5, and world-class men's marathon and 5K times land in the mid-80s.
Why does a race-based number beat a lab test? Because of running economy, the oxygen you burn at a given speed. In a classic 1980 study, Douglas Conley and Gary Krahenbuhl tested 12 highly trained runners who had finished near the top of a national-class 10K. Their VO2 max values were similar (about 72 ml/kg/min on average), and VO2 max had essentially no relationship with their 10K times. Running economy explained 65.4% of the variation in performance.
VDOT sidesteps that problem. Because it starts from a real race, your economy, your pacing skill and your tolerance for discomfort are already baked in.
Where VDOT breaks down
The tables quietly assume one thing: that you are as well trained for the distance you are predicting as for the race you entered. That is often not true, and the marathon is where it hurts most.
Andrew Vickers and Emily Vertosick surveyed 2,303 recreational runners for a 2016 paper. They tested the Riegel formula, a widely used predictor that, like VDOT, extrapolates from one race to another. It was well calibrated up to the half marathon but gave marathon predictions at least 10 minutes too fast for half of runners. Adding weekly training mileage made predictions noticeably better. VDOT uses different math, but it walks into the same trap: a 20:00 5K runner on 30 km (19 miles) a week is not a 3:11 marathoner yet.
Other common reasons the forecast misses:
- Fueling: past about 90 minutes, carbohydrate stores and how well you fuel start to shape the result in a way no 5K can reveal.
- Conditions: heat, humidity, hills, wind and altitude all slow you down. A PR on a cool, flat course will overpredict a hot, hilly race.
- Your strengths: speed-oriented runners often score higher VDOTs from short races, while endurance types score higher from long ones.
- Stale or soft data: a race from six months ago, or a "tempo effort" that was not all-out, gives a misleading number.
A practical rule: if you run under about 50 km (31 miles) a week, use your VDOT marathon pace as a ceiling. Start a little slower, then decide in the second half whether you have more.
Using VDOT to set training paces
This is where VDOT earns its reputation. Instead of guessing, you get paces tied to specific physiological jobs. For a VDOT of about 50, the approximate paces are:
- Easy (E): about 5:30–6:00/km (8:50–9:40/mile). Builds aerobic fitness, capillaries and durability. Should pass the talk test.
- Marathon (M): about 4:32/km (7:18/mile). Practice for goal pace and fueling.
- Threshold (T): about 4:16/km (6:52/mile). Comfortably hard, roughly the pace you could race for about an hour. Improves your ability to clear lactate.
- Interval (I): about 3:56/km (6:19/mile). Roughly 3K–5K race effort in 3–5 minute reps, aimed at your VO2 max.
- Repetition (R): about 3:38/km (5:51/mile), close to mile race pace. Short reps with full recovery for speed and economy.
Daniels also sets volume caps: threshold work at no more than about 10% of weekly mileage per session, intervals capped at the lesser of 10 km or 8%, and repetitions at the lesser of 8 km or 5%. Those limits stop a fast pace from turning into a fast injury.
The most common mistake is not the hard paces. It is running every easy day closer to marathon pace. If that sounds like you, read why training too hard keeps you slow.
How to get an honest VDOT this month
You only need one good data point.
- Race a 5K or 10K, or run a solo time trial on a track or flat loop. Go all-out and pace evenly.
- Use a recent result, ideally from the last six to eight weeks.
- If two races disagree, trust the one closest to your goal distance, or use the lower of the two for marathon planning.
- Update only after a new race, and no more than every four to six weeks. Fitness grows slower than motivation.
Sample time-trial session
- 15 minutes easy jogging
- 4 × 20-second strides with full recovery
- 5K all-out on a track or flat, measured route
- 10 minutes easy cooldown
Then plug your time into any reputable VDOT calculator, write down your five paces, and run most of your week at the slowest one. If you feel unusually breathless, dizzy or get chest pain during a hard effort, stop and get checked by a doctor before testing again.
Find your next race
The best VDOT test is a real race with a bib and a clock. Find a fast course among 5K races, check 5K races near you, or browse marathons once your numbers say you are ready. The full race calendar has options worldwide.
FAQ
What is a good VDOT score?
It depends on age, sex and experience. Many recreational runners fall between about 30 and 45, a 20:00 5K corresponds to roughly 50, and the world's best male distance runners score in the mid-80s. Compare yourself with your own past numbers rather than with others.
Is VDOT the same as VO2 max?
No. VO2 max is measured in a lab with a mask and treadmill. VDOT is estimated from a race and reflects both your aerobic capacity and your running economy, so two runners with the same lab VO2 max can have very different VDOTs.
How accurate is VDOT for predicting a marathon?
It is reasonably accurate for well-trained runners with high mileage and solid long runs. For recreational runners on lower mileage, research on similar formulas shows marathon predictions are often more than 10 minutes too optimistic. Treat the prediction as a ceiling and start conservatively.
How often should I update my VDOT?
Update it after a new all-out race or time trial, typically no more than every four to six weeks. Raising your paces before your body has adapted is a common route to fatigue and injury.
Can I use VDOT paces with heart rate?
Yes. Use pace for structured workouts on flat ground and heart rate or breathing as a check on easy days, hills and hot weather. If your heart rate drifts high at your usual easy pace, slow down rather than forcing the number.
