Why Pace and Oxygen Demand Are Almost Linear (And Why That Matters for Your Running)

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Cross Training For Runners
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David Dack

I didn’t learn this from a textbook.

I learned it because I got annoyed.

One weekend I ran my usual 5K loop here in Bali. Same distance. Same body. But my watch showed wildly different calorie burns on two identical runs — one outside in humid air that felt like soup, one on a treadmill. I remember staring at the numbers thinking, “Okay… what changed?”

It wasn’t the distance. It wasn’t magic. It was oxygen demand.

Later, strapped into a VO₂max test with that claustrophobic mask on my face, I watched the numbers climb as the treadmill speed increased. And what surprised me wasn’t how high the number went. It was how steady the climb was. Faster pace → more oxygen. Almost perfectly linear. No drama. Just physiology doing its job.

Once I understood that relationship — that pace and oxygen demand rise together in a predictable way — everything about training made more sense. Why 10 seconds per kilometer can feel massive. Why heat wrecks you. Why some days feel easy and others feel suffocating. It’s not random. It’s math, lungs, and muscle working exactly as designed.

SECTION: Pace, Heart Rate, VO₂… and Confusion

I’ve been that runner staring at my watch mid-run thinking:

“Why did my heart rate spike so fast?”
“Why does 10 seconds per km feel like I’m suffocating?”
“If my VO₂max is decent, shouldn’t this feel easier?”

And here’s where most people — me included — get tangled up.

VO₂max and running economy are not the same thing.

VO₂max is your ceiling. Your engine size.

Running economy is how much fuel you burn at cruising speed.

I had a decent engine. My lab number wasn’t embarrassing. But I was inefficient. Clunky stride. Overstriding. Tension everywhere.

So yeah, I could hit a solid VO₂max number.

But I was wasting oxygen at submax paces.

Like a truck engine in a rusty chassis.

Another thing that confused me early on — I thought effort must spike exponentially as you speed up.

Because that’s what it feels like.

But in the aerobic range? It’s almost boringly linear.

Once I started plotting pace vs heart rate and looking at breathing patterns, it lined up in a near-straight line up to a point.

Predictable.

Which was actually comforting.

And then there are watches estimating VO₂max.

Useful? Yes.

Perfect? No.

Your watch might say your VO₂max jumped 3 points overnight.

But maybe you ran in cool weather.

Maybe you were well-rested.

Maybe the algorithm just liked your heart rate that day.

Without understanding how pace and oxygen are connected, it’s easy to get tricked by numbers.

And I’ve been tricked. I’ve celebrated fake progress before. It happens.

The whole point of this isn’t to turn you into a lab tech.

It’s to stop guessing.

SECTION: The Basic VO₂–Pace Equation

When I first heard there was an actual equation for this, I got weirdly excited.

It sounds technical. It’s not.

On flat ground:

VO₂ (ml/kg/min) ≈ 0.2 × speed (m/min) + 3.5 National Council on Strength and Fitness

That 3.5? That’s basically your resting oxygen use.

Just existing costs about 3.5 ml/kg/min.

Everything above that is movement cost.

Let’s run real numbers.

Say you’re running 14 km/h.

That’s 14,000 meters per hour.

Divide by 60 → about 233 m/min.

Now plug it in:

233 × 0.2 = 46.6
Add 3.5 = 50.1 ml/kg/min.

So running 14 km/h costs about 50 ml/kg/min National Council on Strength and Fitness.

If your VO₂max is 55?

You’re running at about 91% of max.

Which explains why it feels like controlled discomfort. Not dying. But not casual either.

And here’s what still fascinates me.

Within the aerobic range — say up to 75–85% of max — this relationship is almost straight.

You go slightly faster → oxygen demand rises slightly.

You go moderately faster → oxygen rises moderately.

It’s predictable.

I remember doing fartlek sessions by feel. Then going home, downloading data, and seeing how neatly pace and breathing climbed together.

It was almost boringly orderly.

Until you get near max.

That’s where the line starts wobbling.

At true max effort, anaerobic systems kick in harder. The curve doesn’t stay perfectly linear. You start accumulating lactate. You can’t just scale oxygen forever.

But for the paces most of us train at?

It’s a straight climb.

And once you see that — once you really understand it — you stop being surprised when a 10-second pace change makes breathing noticeably harder.

It’s not random.

It’s math. And lungs. And muscle demand.

And honestly, that predictability is freeing.

Because now when pace changes, you know exactly why your body reacts the way it does.

SECTION: Running Economy — The Slope of Your VO₂ Line

Okay. So if this VO₂ vs pace thing is basically a straight line for most of us…

Then why does one runner look like they’re out for a Sunday jog at 16 km/h while another runner is dying at 10 km/h?

That’s where running economy comes in.

And this is where it gets personal.

Running economy is basically how much oxygen you need to hold a given pace. Not max. Not all-out. Just cruising.

You can measure it as ml per kg per km. Sounds nerdy. It is. But stick with me.

Think of two cars. Same engine size. Same horsepower.

But one burns 8 liters to go 100 km. The other burns 10 liters.

Same engine.

Different fuel efficiency.

That’s running economy.

Oxygen is your fuel.

So if you and I both have a VO₂max of 50 ml/kg/min — same engine size — but you only need 45 ml/kg/min to run 10 km/h while I need 50 ml/kg/min to hold that same speed… you’re more economical. You’re burning less gas to go the same pace.

And yeah, that’s frustrating when you realize you’re the gas guzzler.

For a lot of recreational runners, economy sits somewhere around 200–240 ml O₂ per kg per km Garmin Take Photos.

Elites? They’re down closer to 180 ml/kg/km. Sometimes even lower Garmin Take Photos.

That gap is huge.

That’s like getting free speed.

When I first calculated mine from my lab data, I landed around 215 ml/kg/km at a steady pace. Not terrible. But definitely not elite. Just… normal. Which stung a little.

Let’s run the math from earlier.

If I’m running 14 km/h and using ~50 ml/kg/min, then over 60 minutes I cover 14 km.

So per km, that’s:

50 × 60 / 14 ≈ 214 ml/kg/km.

That’s my oxygen cost per km.

If an elite runs that same 14 km/h but only needs 40 ml/kg/min?

40 × 60 / 14 ≈ 171 ml/kg/km.

That’s a big difference.

Same pace. Less oxygen. Less strain. More room to push.

So what shapes economy?

Part of it is mechanics. Stride. Ground contact. How much you bounce. How stiff your tendons are. How relaxed your upper body is.

Some runners just look smooth. They float.

I did not float when I started.

I clomped. Overstrided. Tight shoulders. Arms crossing my body like I was chopping wood.

I remember when I started adding just 10 minutes of form drills a couple times a week. High knees. Skips. Strides. Nothing fancy. Just consistency.

Two months later, my easy pace heart rate dropped.

Same 5:30 per km pace. But it felt easier. Breathing calmer. Less effort.

I didn’t suddenly get a bigger engine.

I just stopped wasting oxygen.

My VO₂ line flattened a bit.

And here’s something interesting — economy is mostly independent of speed within normal ranges. If I run 8 km/h or 12 km/h, I’ll use more oxygen per minute at 12, sure. But per kilometer? Roughly similar cost. That’s the linear model showing up again George Ron Fitness.

So economy isn’t about one special pace.

It’s about how efficiently you move across paces.

And the differences between runners can be big. Like, 20% differences in oxygen cost at the same speed George Ron Fitness.

Twenty percent.

I see it all the time coaching groups.

Two runners side by side at 6:00 per km.

One chatting about weekend plans.

The other breathing like they’re climbing Everest.

Same engine size sometimes. Different fuel burn.

The good news? You can improve economy.

Strength work. Strides. Form awareness. Consistent mileage.

It’s not glamorous. It’s not flashy.

But it works.

SECTION: How to Use the VO₂–Pace Relationship

This isn’t just lab trivia.

You can actually use this stuff.

I do. Sometimes obsessively.

  1. Estimating Paces from VO₂max

Let’s say you’ve done a lab test. Or your watch says your VO₂max is 60 ml/kg/min.

That’s your ceiling.

Now suppose you’re training for a 10K. A lot of sources put 10K effort around 85–90% of VO₂max National Council on Strength and Fitness.

Let’s say 90%.

90% of 60 = 54 ml/kg/min.

Now plug it into the equation:

54 = 0.2 × speed + 3.5

Subtract 3.5 → 50.5 = 0.2 × speed

Speed ≈ 252.5 m/min

That’s about 15.15 km/h.

Which works out to roughly 3:58 per km. Around 6:23 per mile.

That’s a legit 10K pace for someone with a VO₂max of 60.

When I first started doing this math, it felt weirdly empowering.

Like instead of guessing tempo pace, I had a physiologically grounded estimate.

Not perfect. But grounded.

It gave me confidence that I wasn’t just running hard for the sake of running hard.

  1. Doubling Speed ≈ Doubling Oxygen (Roughly)

This one hit me the hard way.

Because the linear factor means when you jump speed, oxygen demand jumps with it.

I once decided mid-long-run that 5:30/km felt “too easy.”

So I dropped to 5:00/km.

Thirty seconds doesn’t sound dramatic.

But that’s roughly a 10% increase in speed.

Which means roughly 10% more oxygen demand.

And yeah, my body noticed.

If you go from 8 km/h to 16 km/h, you’re basically doubling speed. And oxygen per minute will roughly double too. Maybe from ~30 ml/kg/min up to ~60 ml/kg/min.

That’s not subtle.

That’s why “just a little faster” can wreck you.

I tell runners I coach all the time: respect the math. Your lungs do.

  1. Calories and Pace

Back to my Bali 5K calorie confusion.

Calories are tied to oxygen.

More oxygen consumed → more fuel burned → more calories.

If one 5K shows 350 kcal and another shows 260 kcal, something changed oxygen demand.

Heat. Wind. Hills. Stress. Sleep. Hydration.

I run in Bali humidity all the time. Same pace on a cool morning vs mid-day heat? Completely different heart rate. Completely different oxygen strain.

Trail vs flat road? Same distance. Way different energy cost.

There’s even an incline adjustment to the VO₂ equation to account for hills — because fighting gravity spikes oxygen demand fast.

Most watches estimate calories based on pace and heart rate — which are proxies for VO₂.

And a simple rough rule many use is ~1 kcal per kg per km.

So if I’m 70 kg, that’s about 70 kcal per km on flat ground.

But if I’m tired, inefficient, or overheating? That number climbs.

That’s why “same distance” doesn’t always mean “same burn.”

Your oxygen cost wasn’t the same.

And once you understand that — really understand it — the numbers stop feeling random.

They start making sense.

SECTION: Actionable Training Uses

Alright. This is the part where all the nerd stuff actually matters.

Because knowing the equation is cool.
But if it doesn’t change how you train tomorrow morning, who cares?

Here’s how I’ve actually used this stuff on roads and trails.

  1. Setting Training Zones From VO₂

I used to train almost completely by heart rate and vague feelings.

“Easy pace.”
“Tempo-ish.”
“Kind of hard but not dying.”

Which basically meant I ran too hard most days.

Now I still use heart rate. But I also think in terms of VO₂ percentages.

If you know — or even estimate — your VO₂max, you can set zones like this:

  • Easy: 60–70% VO₂max
  • Steady: 70–80%
  • Tempo / Threshold: 85–90%
  • Intervals: 95–100% VO₂max National Council on Strength and Fitness

Let’s say my VO₂max is 55 ml/kg/min.

70% of that = 38.5 ml/kg/min.

Plug it into the equation:

38.5 = 0.2 × speed + 3.5
(38.5 – 3.5) / 0.2 ≈ 175 m/min

That’s about 10.5 km/h.

Which works out to around 5:43 per km (9:11 per mile).

So that’s roughly where my easy ceiling should sit.

Now tempo?

90% of 55 = 49.5 ml/kg/min.

49.5 = 0.2 × speed + 3.5
(49.5 – 3.5) / 0.2 ≈ 230 m/min

That’s about 13.8 km/h. Roughly 4:20 per km (6:59 per mile).

When I first mapped my paces like this, it was weirdly grounding.

It removed ego.

If I knew 5:40/km was 70% VO₂max, then 5:25/km wasn’t “almost the same.” It was physiologically different.

I literally taped a little cheat sheet to my wall.

Because left to myself, I drift fast.

And drifting fast is expensive.

  1. Improving Running Economy

If economy means using less oxygen for the same pace… how do we actually improve it?

There’s no single magic thing.

But stacking small habits works.

For me:

  • 2x per week: 10 minutes of drills
    High knees. A-skips. Butt kicks. Strides.
  • Strength twice per week. Squats, lunges, calf raises, core.
  • Occasional plyometric hops and bounds.

Research shows heavy strength and plyos can improve running economy by a few percent Loughborough University.

A few percent sounds tiny.

But 4% less oxygen cost at marathon pace? That’s big.

I remember one training block where I leaned hard into plyos and stiffness work. Hops. Box jumps. Short sprints.

A month or two later, I ran a regular loop and realized I was moving about 10 seconds per km faster at the same effort.

It wasn’t dramatic. It wasn’t cinematic.

It just felt… easier.

Like I was getting free bounce from my tendons instead of muscling every step.

And yeah, it takes weeks. Months. It’s slow.

You don’t wake up one day suddenly elite.

But when your comfortable pace starts creeping down without extra strain, that’s economy showing up.

Small Form Tweaks Matter

I used to overstride.

Big heel reach. Braking every step.

I shortened my stride slightly. Let cadence drift from ~160 to ~170.

Not because 170 is magic. Just because it reduced braking.

Shoulders relaxed. Less arm swing drama. Less vertical bounce.

Nothing fancy.

Just less waste.

Less waste = less oxygen.

And that’s the whole game.

  1. Using Wearable Data Wisely

I love my Garmin.

But I don’t worship it anymore.

Watches estimate VO₂max based on how your heart rate responds to pace.

If one day you run 5:00/km at 150 bpm and another day you run 5:00/km at 140 bpm, the watch might decide your VO₂max improved.

Maybe it did.

Or maybe it was cooler outside.

Or you slept better.

Or you weren’t stressed.

I’ve seen my VO₂max jump after a crisp morning interval session… then drop after a slow hilly trail run because my heart rate was high and pace was slow, which confuses the algorithm.

So I treat those numbers as trends.

Over months, if the estimate climbs steadily? That probably means something.

One random dip after a bad night’s sleep? Not a crisis.

What I do find useful is noticing how pace changes affect “performance condition” or effort scores.

When I go from 6:00/km to 5:30/km, my watch almost always shifts from easy/aerobic to moderately hard.

Which lines up with the math — crossing from maybe 60% to 70+% VO₂max.

That’s helpful.

Because eventually you stop needing the watch to tell you.

You feel it.

And later, the data usually confirms what you sensed.

That’s when numbers are useful — when they calibrate intuition, not replace it.

SECTION: Coach’s Notebook — Patterns & Misconceptions

This is where things get real.

Because most pacing mistakes aren’t about ignorance.

They’re about ego.

“It’s Just 15 Seconds Faster. No Big Deal.”

I’ve heard this from athletes.

I’ve heard it from myself.

Fifteen seconds per mile sounds tiny.

But if that bump moves you from 80% VO₂max to 90%?

That’s a different metabolic neighborhood.

I had an athlete who kept blowing up in tempo workouts.

We finally realized he was starting 10 seconds per km too fast.

He thought it was nothing.

But physiologically it was pushing him from ~85% to ~92% VO₂max.

Huge difference.

Once he stuck to the prescribed pace, the workouts became sustainable.

Not easy. But doable.

The lungs don’t care that 10 seconds “feels small.”

Treating Every Run Like a Race

I used to hammer easy runs.

I thought I was building toughness.

What I was actually doing was camping near threshold all the time.

And slowly digging a fatigue hole.

If easy is supposed to be 60% VO₂max and I drift it to 75%?

That’s a big jump in oxygen cost.

More fatigue. Less recovery. Not much extra benefit.

Save the high oxygen demand for workouts that actually require it.

Your body has a budget.

Spend it intentionally.

Heat, Stress, and the Moving Line

Here in Bali, heat is not theoretical.

34°C. Humid.

A pace that should sit at 65% VO₂max suddenly feels like 80%.

Heart rate spikes.

Breathing heavier.

That’s not weakness.

That’s physiology.

Heat effectively shifts the VO₂ line upward. Your body is working harder for the same pace because it’s cooling itself.

Same thing with altitude. Or poor sleep. Or stress.

The relationship stays linear — but the whole line moves.

On those days, slowing down isn’t quitting.

It’s respecting oxygen reality.

The Surprise VO₂ Spike

True story.

I was cruising easy when a neighborhood dog decided I was the main event.

I sprinted like I’d never sprinted before.

Full panic mode.

That wasn’t a pace I trained for.

I definitely blew past VO₂max and straight into oxygen debt.

And it reminded me — yes, most of our training lives sit in that neat linear zone.

But life sometimes throws you into the wild anaerobic edge.

Dogs. Races. Finish-line kicks.

Just know that those efforts are expensive.

The pattern I see over and over:

Runners think willpower can override oxygen math.

It can’t.

You either pay the oxygen cost now…

Or you pay later in fatigue.

Better to train smart, slowly shift what your body can afford, and respect the physics.

It’s not glamorous.

But it works.

SECTION: Community Voices

One thing I love about hanging around running forums — Reddit threads at midnight, random Facebook debates, WhatsApp group chaos — is realizing this stuff isn’t just lab theory.

Runners are seeing it play out in real time.

I remember a guy posting his treadmill VO₂ test numbers. He said his half marathon effort was around 45 ml/kg/min. His easy runs? About 35 ml/kg/min.

He plotted them.

And he said the line between them was “freaky straight.”

That word stuck with me.

Because yeah… when you chart heart rate or estimated VO₂ against speed from your own logs, it’s almost boring how linear it looks. Until you sprint. Then it gets messy.

A lot of us data nerds have noticed that. You zoom in on your Garmin file and it’s basically a ruler until things go anaerobic.

Then there’s the carbon shoe debate.

Oh boy.

You’ve seen the claims: “Improves running economy by 4%.”

What does that actually mean?

It means at a given speed, you might use about 4% less oxygen East Carolina University News Loughborough University.

So if you normally need 50 ml/kg/min to hold a pace… maybe now you need 48.

Two ml sounds tiny.

But over 42 km? That’s real.

I felt it the first time I ran a hard tempo in carbon shoes. 4:00/km didn’t feel magical. It just felt… slightly less expensive.

Like the shoe was giving back a bit of energy.

Some runners roll their eyes at the hype. And yeah, marketing gets wild.

But lab data backs up small economy improvements.

It’s basically a temporary tune-up without extra training.

And that’s why it gets heated.

On the other end, trail runners love to complain about VO₂max readings.

“My watch thinks I’m Superman on hills.”

And they’re right to question it.

If your heart rate spikes on a steep climb but your pace slows, the device might assume you’re working at a crazy high VO₂ percentage.

It doesn’t actually measure oxygen.

It infers it.

So you get inflated VO₂max estimates on hilly runs.

I’ve seen people disable VO₂max tracking for trail sessions because the numbers get ridiculous.

That’s not anti-science.

That’s common sense.

Sometimes the simple pace/VO₂ equation is more honest than a black-box algorithm.

And then there’s weight.

I’ve seen posts like, “I wore a 5 kg vest and my heart rate exploded.”

No kidding.

I once did a charity run wearing a heavy costume. Wind resistance. Extra weight. Felt like dragging a parachute.

My breathing at a given pace? Not calm. Not composed.

Community consensus is spot on: more mass = more oxygen needed.

You’re moving more weight. Physics doesn’t negotiate.

I’ve also noticed when I drop a couple kilos, my easy pace heart rate drops.

Nothing mystical.

Just less oxygen required per km.

That’s not about vanity. It’s about cost per step.

And hearing other runners describe the same thing reinforces it.

So yeah, from Reddit debates to track workouts, people are constantly circling around this same truth — pace and oxygen are tied together whether we use those exact words or not.

SECTION: Where the Linear Story Breaks

Now let’s not pretend it’s always neat and tidy.

Because it’s not.

The straight-line story is powerful.

But it has cracks.

High-End Speed & Sprints

The equation works beautifully in the aerobic zone.

But once you sprint?

Different game.

You hit VO₂max. You can’t shove more oxygen through the system no matter how hard you try.

So where does extra speed come from?

Anaerobic energy.

Stored fuel. Fast glycolysis. Oxygen debt.

If you graphed VO₂ vs speed near max effort, the line would start bending. It might flatten. It might not rise as predicted.

And form breaks down.

You’re flailing a bit. Arms wild. Stride sloppy.

Economy drops.

That’s why 100m sprinters don’t have monster VO₂max numbers. They’re not limited by oxygen at that distance.

When I program 100m sprints, I know they’re not about building VO₂max.

They’re about neuromuscular sharpness.

Different tool.

Hills & Inclines

Everything we’ve talked about so far assumes flat ground.

Add incline and the equation changes.

The full treadmill formula adds 0.9 × speed × grade Hippokratia Journal.

That’s not trivial.

Even 1% incline can add roughly 1.5–3 ml/kg/min at moderate speeds.

I feel this immediately in Bali.

I might be crawling at 7:00/km up a steep road, breathing like I’m running 5:00/km on flat.

Because I’m lifting my body weight every step.

The linear relationship still exists — but the whole line shifts upward.

That’s why your watch might say 90% VO₂max on a hill you normally cruise at 70% on flat.

You’re doing more work.

Gravity charges interest.

Wind & Air Resistance

Wind isn’t in the simple equation.

But it’s real.

At faster speeds — especially under 4:00/km — air resistance starts mattering.

Add a 20 km/h headwind?

Good luck.

Suddenly your tempo pace feels like a race effort.

You’re burning extra oxygen just pushing air out of the way.

This is why drafting works.

Why pacers matter.

Why solo efforts in wind feel brutal.

The linear model slightly underestimates cost when drag becomes meaningful.

Not huge at easy paces.

But enough to ruin a race if you ignore it.

Device Error & Estimates

Let’s say this clearly.

Everything is a model.

The 0.2 × speed + 3.5 formula? Close. But average.

Your personal slope might be 0.195. Or 0.23.

Watches assume general values.

If you’re very efficient, your watch might overestimate oxygen cost.

If you’re inefficient, it might underestimate National Council on Strength and Fitness.

Heat. Dehydration. Stress. Poor sleep. All mess with heart rate National Council on Strength and Fitness.

I once got a “performance condition: -5” early in a marathon.

Heart rate high from nerves.

Watch thought I was falling apart.

I ended up running fine.

The device misread the situation.

That’s when I stopped treating it like an oracle.

If your watch says your VO₂max is 60 but you can’t break 50 minutes in a 10K… something’s off.

Reality trumps algorithm.

So yeah.

The straight-line model is one of the closest things we have to a rule in exercise science.

But sprinting bends it.

Hills stretch it.

Wind tweaks it.

Devices misinterpret it.

Knowing where it cracks is just as important as knowing where it holds.

Because once you understand that, you stop panicking when numbers look weird.

You adjust.

And you keep running.

SECTION: Coach’s Data Log

Alright. This is where I out myself as a full-blown data nerd.

I keep spreadsheets.
I annotate workouts.
I track VO₂ percentages next to runs like a weirdo.

But it helps. So I keep doing it.

Here’s a simple flat-ground speed vs VO₂ snapshot from my own log and lab-based estimates:

  • 8 km/h (about 7:30/km, ~12:00/mile):
    VO₂ ≈ 30 ml/kg/min.
    For most recreational runners, that’s around 50–55% of VO₂max. Very easy. Chat pace.
    Oxygen per km? Around 225 ml/kg/km — slightly higher because that 3.5 resting component matters more at slow speeds.
  • 12 km/h (5:00/km, ~8:03/mile):
    VO₂ ≈ 43–44 ml/kg/min.
    That’s moderate. Maybe 70–75% VO₂max for mid-pack runners.
    Cost per km? ~218 ml/kg/km. You can already see it settling toward that ~210–215 range for average economy.
  • 16 km/h (3:45/km, ~6:02/mile):
    VO₂ ≈ 57 ml/kg/min.
    That’s getting into serious territory. Around 90% VO₂max for someone whose ceiling is low 60s.
    Oxygen per km? About 213 ml/kg/km. Very efficient.

If you plot those, it’s basically a straight line. Almost boringly straight.

At 8 km/h I’m around 30 ml/kg/min.
At 16 km/h I’m near 57.
Almost double.

And per km? It hovers just above 200 ml/kg/km the whole time.

That’s my running economy. Around 215 ml/kg/km on average.

If I improve economy, that number drops. Maybe 200. The line tilts down.

If I raise VO₂max from 60 to 65? The ceiling lifts. I can run faster before redlining.

It’s simple. And strangely satisfying.

How This Shows Up in a Training Week

Here’s what a normal week in my log looks like, annotated by VO₂ percentage.

Monday – 8 km recovery at ~60% VO₂max.
Very easy. Breathing light. Far below the red line.
Purpose? Aerobic base. Let the body clear fatigue. Nothing heroic.

Wednesday – Intervals.
5 × 3 minutes at ~95% VO₂max. Roughly 3K effort.
Hard. Uncomfortable. Heart rate peaks.
This is where I push the ceiling. These are the highest oxygen-demand minutes of the week.

Friday – Tempo.
20 minutes at ~85–90% VO₂max.
Strenuous but controlled. Right in the middle of the linear range.
This is where I train the ability to sit close to the ceiling without blowing up.

Sunday – 20 km long run.
Mostly 65–70% VO₂max.
Last few kilometers maybe 75%.
Building endurance at moderate oxygen demand. That slight finish push creeps toward marathon pace (~75–80% VO₂max for me).

When I look at the week this way, it’s clear:

  • A lot of time in 60–70%.
  • Some time at 85–90%.
  • A small dose at 95%+.

Each part has a role. Expand the base. Lift the ceiling.

And the big thing? It keeps me from drifting into that grey zone all the time.

It’s so easy to run at ~80% VO₂max every day. Feels productive. Feels like work.

But that middle zone can quietly grind you down.

When I started quantifying this stuff, I stopped fooling myself.

Easy meant easy. Under 70%.

Hard meant actually hard. 90%+.

The result over one training cycle? My watch’s VO₂max estimate climbed from 52 to 57. My tempo pace dropped from 4:30/km to 4:15/km at the same heart rate.

But honestly, the best sign wasn’t the numbers.

It was that 4:15/km stopped feeling like a fight.

FAQ

Q: Is VO₂max the same as running economy?

No.

They’re cousins, not twins.

VO₂max is your ceiling. The size of the engine.

Running economy is how much gas you burn at cruising speed.

Two runners can both have 55 ml/kg/min VO₂max.

If one uses less oxygen per km, they’ll run faster at the same effort.

Horsepower vs fuel efficiency.

You need both.

Q: Does cadence significantly change VO₂?

Not in some magical, simple way.

Cadence is part of form.

Most runners naturally settle into a cadence that’s reasonably efficient for them.

If you force it drastically higher or lower, you might actually get worse.

But small tweaks that improve mechanics — like reducing overstriding or cutting bounce — can improve economy slightly.

Which means slightly less oxygen at a given pace.

That’s the real goal.

There’s nothing sacred about 180 spm for everyone.

Smoothness matters more than a number.

Q: Do hills always increase VO₂?

Yes.

Always.

Running uphill increases oxygen requirement compared to flat running at the same speed.

The treadmill equation even adds a 0.9 × speed × grade term for incline Hippokratia Journal.

A 5% grade versus 0%? Massive difference in oxygen demand.

On a steep hill, you might hit VO₂max at a pace that would normally feel easy on flat.

You’re lifting your body weight against gravity every step.

Downhill is different — VO₂ drops at a given speed (until braking forces cause other problems).

But uphill? More oxygen. Every time.

That’s why hills humble everyone.

Q: What’s a normal VO₂max for recreational runners?

It varies by age and sex.

Broadly speaking:

  • Adult men: ~40–50 ml/kg/min is solid recreational fitness.
  • Adult women: ~30–40 ml/kg/min. Cleveland Clinic

Highly fit non-elite runners?
Men in the 50s. Women in the 40s.

Elite endurance athletes?
Men 70+. Women 60+. Cleveland Clinic

But here’s the thing.

VO₂max isn’t everything.

I’ve seen runners with 60 ml/kg/min get beaten by runners in the low 50s.

Because economy. Threshold. Race IQ. Grit.

Still, if your VO₂max climbs from 35 to 45 over a training cycle? You’re going to notice that.

Across every distance.

Q: Can strength training really lower the VO₂ needed for a given speed?

Indirectly, yes.

Strength training — especially heavy lifts and plyometrics — can improve running economy Loughborough University.

Stronger muscles. Better tendon stiffness. Less wasted motion.

That means slightly less oxygen required at the same pace.

We’re talking a few percent.

But a few percent is huge in distance running.

I saw it personally when I added heavy squats and jump rope routines.

My 10K effort pace started coming with a slightly lower heart rate.

It didn’t show up as some dramatic VO₂max spike.

It showed up as being able to sit at pace longer without unraveling.

And honestly?

That’s what most of us care about.

SECTION: Final Coaching Takeaway

After years of running in Bali heat that feels like soup, messing up my pacing, sitting in VO₂ labs with tubes in my face, and coaching runners who repeat the same mistakes I did… here’s what I’ve landed on.

If you run faster, you will need more oxygen.

Always.

There’s no hack around that. No shortcut. No shoe, no supplement, no mindset trick that changes physics.

For most of the speeds we train at, it’s almost perfectly linear. You bump the pace, you bump the oxygen demand almost the same amount.

Once I really accepted that, I stopped chasing gimmicks. I stopped getting confused on bad days. I stopped thinking I could somehow “will” myself into faster paces without paying the cost.

Instead, I focused on the only two levers that actually move the line.

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