All posts
Training science ·14 July 2024 · 11 min read

The grey zone: is riding at 'medium' really wasted training?

The Moveee team

Free coaching · a real route for every ride

"Junk miles." "No man's land." "The grey zone." Whatever the phrase, the claim is the same: riding at a moderate, uncomfortable-but-manageable pace is the worst thing you can do with a training session. Too hard to recover from, too easy to drive adaptation, and therefore a waste of everybody's afternoon.

It is the most confidently repeated idea in amateur endurance training, and it is built on a real and respectable body of research. It is also routinely stretched well past what that research actually showed, to the point where riders now feel guilty about a tempo ride that would have been entirely unremarkable in any elite training week you care to examine.

So: is the middle wasted? The honest answer is that it depends on what it is replacing, and that the studies everyone cites were not testing the question most people think they were.

Where the idea came from

The origin is descriptive rather than experimental. In the early 2000s, researchers started quantifying how elite endurance athletes actually distributed their training intensity. The consistent finding across rowers, runners, skiers and cyclists was that roughly three quarters of sessions sat below the first lactate threshold, a meaningful minority sat above the second, and comparatively little sat in the middle.

That observation got a name — polarised training — and then a normative turn. If the best athletes in the world spend little time in the middle, perhaps the middle is where training goes to die. A small number of intervention trials followed, and several of them supported the idea: in trained runners, spending more time genuinely easy produced better outcomes; in trained cyclists, six weeks of a polarised distribution beat a threshold-focused one on several measures; in a four-arm comparison across endurance athletes, the polarised group improved most.

This is a legitimate evidence base. The problem is what got done with it.

What the trials actually compared

Zone 1 — below LT1 Zone 2 — between the thresholds Zone 3 — above LT2
Polarised 80% 15% Pyramidal 80% 15% 5% Threshold 55% 35% 10% The middle band is the "grey zone". Note that the pyramidal week — the one most elites are measured doing — contains three times as much of it as the polarised week.

Stylised. Representative proportions of training time in a three-zone model, not any single published dataset. Real distributions vary by sport, athlete and phase of the season.

Look at the bottom bar. That is what "threshold training" meant in most of these studies: around a third of all training time spent between the two thresholds, week after week, for six to twelve weeks. That is not one tempo ride inside an otherwise sensible week. It is a fundamentally different programme in which moderate intensity is the main course.

So when a trial reports that polarised beat threshold, the correct reading is "a week with 15 to 20 percent hard work and very little middle beat a week built around the middle". It is not evidence that adding a tempo session to an otherwise polarised week makes you slower, because nobody ran that experiment.

The picture has also got murkier as more data has come in. A 2019 meta-analysis found in favour of polarised over threshold distributions but flagged the small number of studies and the variation between them. A larger 2024 review comparing polarised against other distributions reported limited evidence that polarised is reliably superior. And in 2022 the journal that publishes much of this work ran a formal point-counterpoint under the headings "Polarized Training Is Optimal for Endurance Athletes" and "Polarized Training Is Not Optimal for Endurance Athletes". When two groups of serious physiologists are still arguing it out in print, the version circulating as settled fact on the internet is running ahead of the field.

The pyramid in the room

The single most awkward fact for the strong version of the grey-zone claim is that pyramidal distributions are extremely common among elite endurance athletes, and a pyramid is polarised training with the middle put back in. Reviews of highly trained distance runners describe a pyramidal shape through the general preparation phase, becoming more polarised closer to competition. Cycling looks similar.

A pyramidal week might be 80 percent easy, 15 percent moderate and 5 percent hard. That 15 percent is grey zone by any definition, and it belongs to athletes at the top of the sport. If the middle were genuinely junk, it is hard to explain why so much of it survives in the training of people whose living depends on getting this right. We go through the two shapes in more detail in polarised vs pyramidal training.

A naming problem that causes half the confusion

Much of the argument online is two people using the same word for different intensities. In the three-zone model that the polarised literature uses, zone 2 is the grey zone — between the two lactate thresholds, roughly tempo to just under threshold. In the seven-zone power model most training apps use, zone 2 is easy endurance riding and the grey zone is around zone 3.

So "do your zone 2" means "ride easy" to one rider and "ride tempo" to another, and both are correct within their own model. If you are not sure which one your plan is speaking, three zones, five or seven is the piece that sorts it out, and it is worth five minutes before you argue with anyone about junk miles.

A cyclist riding through a quiet street between buildings
The ride that gets called junk. Whether it was a mistake depends entirely on what it displaced from your week.

When the middle is right, and when it is not

A good reason
You have six hours a week, not sixteen

The 80/20 observation came from athletes training 10 to 25 hours a week. At six hours, 80 percent easy leaves you under 90 minutes of meaningful stimulus. Moderate work lets you accumulate more training load per available hour. This is an argument from arithmetic, not from a trial — no study has randomised time-crunched amateurs to the two approaches and followed them properly.

A good reason
Your event is ridden at that intensity

A gran fondo, a long climb and a hilly sportive are all ridden largely in the middle. Training exclusively at the extremes leaves the specific demand unrehearsed — pacing, fuelling rate, saddle tolerance, the lot.

A good reason
You cannot absorb more hard days

A third weekly high-intensity session is often worse than a tempo ride, because it is the one that stops you completing the other two. Moderate work costs less recovery than threshold or VO2max work and still provides a stimulus.

A real mistake
It is replacing your hard day

The clearest genuine error. A session that was meant to be VO2max intervals, ridden at 88 percent of threshold because you felt flat, gives you neither the high-intensity stimulus nor the recovery. This is what the 'no man's land' criticism was originally aimed at.

A real mistake
It is replacing your easy day

The more common error, and the more expensive one. Easy rides done at tempo raise weekly fatigue without raising weekly stimulus, and the cost shows up two days later in the session that mattered.

A real mistake
Every ride looks the same

If your whole week sits between 75 and 90 percent of threshold, you have one stimulus repeated five times. The problem here is not the intensity, it is the absence of any other.

Notice the pattern. Every genuine mistake in that right-hand column is about displacement. Moderate intensity is not harmful in itself; it is harmful when it takes the place of something you needed more. That is a much more useful rule than a blanket ban, because it tells you what to check: not the intensity of the ride you just did, but what it cost the rest of the week.

The thing that actually is junk

There is a version of the grey-zone critique that is straightforwardly correct, and it has nothing to do with planned tempo sessions. It is about drift.

Most amateur riders do not choose to ride in the middle. They intend to ride easy and end up at 75 percent of threshold because there was a hill, or a headwind, or somebody in the group went to the front. Over a week, an easy ride that quietly becomes a tempo ride costs you recovery you had budgeted and gives you a stimulus you had not planned for. Do that three times and your two hard sessions are compromised.

That is the real cost, and it is a discipline problem rather than a physiology one. It is also the reason easy riding is genuinely easier indoors, where the resistance does not argue with you: Moveee Indoor holds a target in ERG mode and records the whole power stream, so you can check afterwards whether Tuesday's endurance ride actually stayed where you put it. Outdoors, staying in zone takes deliberate effort and a willingness to let people ride away from you on climbs.

What to do with all this

  • Protect the easy days first. Almost every version of the evidence agrees that a large majority of training should be genuinely easy. If something has to give, it is not this.
  • Make your hard days properly hard. The original criticism was aimed at sessions that were intended to be intense and were not. Two real quality sessions a week beats four ambiguous ones — the case made in how many hard days a week.
  • Then place moderate work deliberately, if it earns its place. Specific preparation for a long event, or a way to get useful load into a short week. Planned, on purpose, in a known quantity.
  • If your week is short, stop apologising for tempo. The 80/20 finding was described in athletes with far more hours than you have. Whether it scales down is an open question, not a settled one. Sweet spot, threshold or polarised covers the trade-off for riders training around a job.

The grey zone is not a hole in the intensity scale that swallows training. It is a perfectly ordinary region of effort that becomes a problem when it arrives by accident and displaces something better. Ride there on purpose, in a sensible quantity, having decided what it is for — and the word junk stops applying.

Sources 10

Where this article summarises a study, the study itself is linked — not a write-up of it.

  1. 1 Seiler KS, Kjerland GØ Quantifying training intensity distribution in elite endurance athletes: is there evidence for an 'optimal' distribution? · Scandinavian Journal of Medicine & Science in Sports · 2004
  2. 2 Seiler S What is Best Practice for Training Intensity and Duration Distribution in Endurance Athletes? · International Journal of Sports Physiology and Performance · 2010
  3. 3 Esteve-Lanao J, Foster C, Seiler S, Lucia A Impact of Training Intensity Distribution on Performance in Endurance Athletes · Journal of Strength and Conditioning Research · 2007
  4. 4 Neal CM, Hunter AM, Brennan L, O'Sullivan A, Hamilton DL, DeVito G Six weeks of a polarized training-intensity distribution leads to greater physiological and performance adaptations than a threshold model in trained cyclists · Journal of Applied Physiology · 2013
  5. 5 Stöggl T, Sperlich B Polarized training has greater impact on key endurance variables than threshold, high intensity, or high volume training · Frontiers in Physiology · 2014
  6. 6 Rosenblat MA, Perrotta AS, Vicenzino B Polarized vs. Threshold Training Intensity Distribution on Endurance Sport Performance: A Systematic Review and Meta-Analysis · Journal of Strength and Conditioning Research · 2019
  7. 7 Silva Oliveira P, Boppre G, Fonseca H Comparison of Polarized Versus Other Types of Endurance Training Intensity Distribution on Athletes' Endurance Performance: A Systematic Review with Meta-analysis · Sports Medicine · 2024
  8. 8 Burnley M, Bearden SE, Jones AM Polarized Training Is Not Optimal for Endurance Athletes · Medicine & Science in Sports & Exercise · 2022
  9. 9 Foster C, Casado A, Esteve-Lanao J, Haugen T, Seiler S Polarized Training Is Optimal for Endurance Athletes · Medicine & Science in Sports & Exercise · 2022
  10. 10 Casado A, González-Mohíno F, González-Ravé JM, Foster C Training Periodization, Methods, Intensity Distribution, and Volume in Highly Trained and Elite Distance Runners: A Systematic Review · International Journal of Sports Physiology and Performance · 2022
Stop guessing at it

See this in your own numbers

Moveee builds your power curve, fitness and fatigue from every ride you upload, and writes a training plan around them. It is free, it takes one Strava connection, and it will tell you more about your riding in a week than any article can.

Start free

Keep reading

Training science

Junk miles: what they are and when they aren't

Easy riding is not junk; the fittest riders do most of their hours there. Unplanned medium riding usually is. A three-question test for any ride, and the evidence behind it.

Training science

Reverse periodisation: intensity in winter, miles in summer

The traditional cycling year came from professionals in mild climates with unlimited time. For an amateur in a northern winter with a job, it can be exactly backwards — and there is a coherent alternative that says so.

Training science

Ice baths after riding: recovery, or throwing away your adaptation?

Cold water genuinely restores short-term function, and there is reasonable evidence it dulls the long-term adaptation you trained for. The resolution is not "never" — it is knowing which of those two you need this week.

Training science

Base miles aren't dead: how to build an aerobic engine over winter

Long, steady, unglamorous riding is still the foundation everything else is built on. Here's why base matters, how much you really need, and how to make winter miles count.

Training science

Polarized vs pyramidal training: what elite cyclists actually do

Eighty-twenty is the most quoted number in endurance training, and the studies behind it are messier and more interesting than the slogan. What elite riders' training actually looks like, and how little separates the two models in practice.

Training science

Training camps: the week is only half of it

The most enjoyable training an amateur can do, and one of the most frequently wasted. A sensible day-by-day shape, how much volume is actually sensible, and the fortnight afterwards that decides whether any of it counted.

Training science

Your pedal stroke: what's worth working on, and what to ignore

“Pedal in circles” is some of the most repeated advice in cycling — and the evidence doesn't support it. Here's what each part of the stroke really does, and four drills that help.

Training science

Morning or evening: does the time you train change what you get?

Peak power really is higher in the late afternoon, and the effect is much smaller than the effect of actually doing the session. What circadian rhythm does to performance, and why the honest answer is "whenever you will keep turning up".

Training science

Altitude training for amateur cyclists: what actually transfers to sea level

The hypoxic dose that moves haemoglobin mass is bigger and longer than most riders imagine, a third of people barely respond at all, and low iron makes the whole exercise pointless. What a two-week mountain holiday can and cannot do for you.

Training science

Lifting and riding in the same week: the interference effect, honestly

The molecular argument against doing both sounds decisive and mostly fails to show up in trained cyclists. Which direction the interference actually runs, how much separation matters, and a weekly template that stops the two from fighting.

Training science

Three zones, five or seven? Which model to actually use

Open three training books and you get three zone systems. They are not competing discoveries about the body — they are filing systems, and you want more than one. Which to use for the week, the session and the top end.

Race prep

How to build a sprint that actually wins things

Almost every race finishes in a scramble, and the sprint is the least-trained quality in amateur cycling. The four phases, five sessions, and the recovery mistake that ruins most of them.

Ready to ride with a plan?

Connect Strava and get your first three-week block today — free.

Continue with Strava