Gravity Lab // FIELD NOTES :: 01 // THE TRACTION BUDGET
FIELD NOTES // 01 // MONA YONGPYONG · 2026 · ELITE MEN

The Traction Budget

Every input on a downhill bike draws from the same finite pot of grip. Braking, cornering, loading the bike. The riders who go fastest spend it best. Amaury Pierron had the World Cup opener won with a corner to go. This is where it went.

Through the heart of the run at Mona Yongpyong, Amaury Pierron was the fastest man on the mountain. At the third of the track's four intermediate timing beams he led Asa Vermette, the eventual winner, by 0.972 seconds. He went on to post the fastest final-sector time of the entire field on the run home. He finished third.

This is the post that explains how all of that is true at the same time.

Traction is a budget. Like any budget, the question is never whether you spend it. It is where.

Left column

The Model

How grip actually works.
Right column

The Race

How Pierron lost it.
I The Pot
The Model

Grip is finite

Traction is the grip available between tyre and ground at any single moment. It is finite. Every input draws on the same pool: braking, cornering, accelerating, even holding a line over chatter.

The engineering name for the pool is the friction circle. Total available grip is a circle. Longitudinal forces, braking and accelerating, and lateral forces, cornering, are vectors inside it. While the combined demand stays inside the circle, the tyre holds. Cross the edge and it lets go.

Fig. A3 Friction Circle
One circle, one budget. The contact patch traces the demand on the tyre through a single corner. The edge is the limit.
Spend traction on braking and there is less for cornering. Spend it on cornering and there is less for braking. The tyre does not care what you wanted. It runs out. The principle. Everything below is a footnote.
The Race

He had it won

Qualifying gave no warning. In Q1 of the Elite Men, Vermette set 2:47.859. Pierron was second, 1.3 seconds back. Quick, but Vermette had the measure of him on paper.

The Final rewrote it. The timing system reads four beams between start and finish. Pierron was ahead of Vermette at the first, ahead at the second, and at the third he led by 0.972 seconds, the fastest run in the race to that point. Three beams down the mountain, and the fastest man on the hill was Pierron.

The fourth beam read 2.258 seconds the other way. The gap had swung 3.230 seconds in a single sector. Everything that matters in this post happened between those two timing beams.

II The Size of the Pot
The Model

The circle is not fixed

The circle is not handed to a rider at a set size. It grows and shrinks, and two things move it.

The first is setup, decided in the workshop. Every choice is a continuum with no maximum, only a best fit. Compound runs soft to hard: soft holds the ground and pays back in drag and wear; hard rolls fast and survives the weekend. Casing runs minimal to reinforced: reinforced holds the patch under load but dulls the feedback that tells a rider where the rim is. Pressure runs low to high: low lays more rubber on the ground and invites the pinch flat. Suspension runs supple to firm: supple keeps the tyre in contact and softens the platform to brake and pump against. Wheel size runs small to large, a post of its own another day.

The second is the surface, and it resizes the circle metre by metre. Packed dirt is a larger circle than loose. A dry root is a larger circle than a wet one. Nobody rides a constant pot.

There is no max setting. There is only a setting that fits the surface, the run and the rider. Setup is a shape, not a score.
The Race

Living at the edge

Watch Pierron's run back and a pattern shows itself. He is at the edge of his circle the whole way down. Wider lines than the riders around him. Two-wheel drifts held a beat longer than looks survivable. Traction moments judged to the millimetre.

That is not recklessness. It is the skill. A World Cup is not won by the rider with the biggest pot; every starter has a fast bike and a good tyre. It is won by the rider who has sized the circle right for the track, then spends to its edge without going through it.

Pierron does this better than almost anyone alive. It is why he was nearly a second up. It is also why the next thirty seconds cost him what they did.

// THE ANCHOR · PIERRON V VERMETTE · THE FINAL

The whole post in one line on a chart.

Fig. A1 · Pierron's running gap to Vermette · above the line Pierron leads · Chronorace
III Spending It
The Model

Every input is a withdrawal

Inside the circle, the rider is always spending. Brake, and the demand vector swings long. Turn, and it swings wide. Do both at once and the vectors add: the dot tracks toward the edge.

Body position is part of this, and so is the fork. Suspension travel is grip not yet spent. A fork with travel left can swallow a bump: the wheel moves, the contact patch stays. A fork already compressed and loaded has nothing in reserve. The bump has nowhere to go but into the bike, and from the bike into the line.

So the dangerous state is not one big input. It is a stack of small ones, arriving with the dot already pressed to the edge, and no travel, no give, nothing held back to absorb whatever the ground does next.

Fig. A2 The Budget Bar
The same budget, seen end-on. The fill grows as the rider draws on the tyre. The shaded zone past the edge is where the tyre lets go.
A loaded fork is a fork with nothing left to give. The rock does not care that you were already busy. Why the stack, not the input, is the danger.
The Race

The rock

The last corner that matters at Yongpyong is a left-hander. Pierron and Vermette take the same line into it. Both clip the same small, pointed rock just before the turn-in. A 3.2-second swing comes down to two differences, and both are invisible at racing speed.

The first is millimetres of rubber. Pierron meets the rock on the right-hand corner knobs of his front tyre. Vermette meets it flatter, on the middle. One sends the hit into the steering. The other sends it into the suspension.

The second is the larger, and it is the whole budget in one frozen frame. Pierron arrives pushing forward. Arms long, elbows close to locked, hard on the front brake. He is already spending. The tyre is loaded. The brake is loaded. The fork is loaded and deep in its travel. Every part of the bike that could have absorbed the rock is already committed.

So when the rock arrives, the system has nothing to pay it with. The fork cannot drop, because it is already down. The wheel lifts instead. Steering input is still going in, the corner is sliding away from him, and by the time the bike settles his weight is back and inside. The knobs let go. He lowsides.

Vermette, the same instant, is hunched into the bike and lifting it, soft through the arms. His tyre and his fork still have something held back. He absorbs the rock and commits to the corner.

Pierron did not crash on the wrong line. He was on Vermette's line. He crashed because, by the time he reached that rock, his body and his brake and his fork had already drawn the budget to zero.

IV The Bill
The Model

One bill, three names on it

This is why the budget framing beats a line-choice story. A crash like this is rarely one mistake. It is a stack.

The surface put in a small input: a rock the size of a fist. The setup had done its job, the tyre had grip to give. The body and the brake had quietly drawn the account down. Three contributions, arriving together. One bill at the bottom of the hill.

Grip is the one budget a rider cannot borrow against. When it is gone it is gone, and the ground collects immediately.

The Race

Third place

Pierron still finishes third. Vermette takes the win in 2:43.301, Loïc Bruni second at +1.6, Pierron third at +2.1. The classification at the foot of the hill records a clean podium and says nothing else.

After the crash, on the run home, Pierron posts the fastest final-sector time of the entire field, quicker than the winner. The thing that made him nearly a second up before the rock is the thing that lets him recover the run after it. His pace is fastest where the timing system can still see it.

He had the race won. He spent the wrong things, in the wrong place, with one corner to go.
// Bridge Forward

A bigger pot of grip is always worth having. But none of it counts if you cannot read the surface, count what is left, and know which corner to spend it on. And the size of that pot is decided long before the start gate, in the workshop and on the spec sheet.

// Required Viewing

Brian Cahal's GoPro-by-GoPro breakdown of this run is where the body-position analysis in this post comes from. He counts at least eight moments before the crash where Pierron was already on a margin most riders never reach. We are standing on his shoulders for this one.

▶ Watch the breakdown
// Methodology

How these posts are written

Gravity Lab is a personal project, written by me, Sam Cave-Penney, with generative AI. Every post is built in two halves.

The human half

I choose the subjects, do the research, pull the race data from the source and build the scaffold for each piece: the analogy, the principle, the trade-off, the named example, the bridge to the next post. I make the final call on every paragraph.

The AI half

Generative AI drafts the prose, working from that scaffold and source material. The split exists for two honest reasons: AI writes better sentences than I do, and it is what makes a series possible rather than a one-off.

Nothing here pretends to be something it isn't. The analysis, structure and editorial judgement are mine; the prose is collaborative. Where a post leans on someone else's work, as this one does on Brian Cahal's, they are credited inline at the point it is used.

Gravity Lab // Beyond the broadcast.
FIELD NOTES · 01 · Not affiliated with the UCI or any team · sam@gravitylab.live