Can you actually measure momentum?

Can you actually measure momentum?

Every coach talks about momentum. “We’ve got it.” “We’ve lost it.” “Stop their run.” But can you actually measure it? We decided to find out—and what we discovered changed the way we think about the game.

Until now, nobody could measure momentum in grassroots football. We wanted to know if it was possible. What we discovered surprised us. The real breakthrough wasn’t Momentum itself—it was discovering what every chain of play is actually worth.


Every coach talks about it. 

"We've got the momentum." "We've lost it." "We have to stop their run."

Momentum is one of the most-used words in football, and one of the least understood. Every coach can feel it from the boundary. Until now, none could actually measure it — not at grassroots level.

The idea to try came from an unlikely place: the couch, during the soccer World Cup. The broadcast kept cutting to a "Match Momentum" graphic — a wave rolling above and below a centre line, showing who was on top even when nobody was scoring. One glance told the whole story.

But we didn't want to copy a television graphic. We wanted to answer a harder question: what actually creates momentum?

That question took us somewhere we didn't expect.

The real discovery wasn't momentum

It was measuring what every chain of play is worth.

Powercoach captures every game as possession chains — where the ball is won, how it's won, where it travels, how it ends. After analysing thousands of grassroots chains, one thing became clear: every part of the ground has a measurable value.

Win the ball deep in your defence and, on average, the chain that follows is worth only about a third of a point — most fizzle out long before goal. The value climbs the closer to goal you win it: roughly double from the midfield, four to five times from your forward 50, and — right in front, inside 25 — close to six times a defensive one. Every part of the ground has its own price.

What a chain is actually worth The average points a chain produces, by where you win the ball. Measured across thousands of grassroots chains. 0.35 0.56 0.88 1.50 1.99 Defensive 50 Defensive midfield Attacking midfield Forward 50 Inside 25 0 0.5 1.0 1.5 2.0 expected points per chain

The key word is measured. Not guessed. Not borrowed from the elite AFL. Measured from grassroots football itself — games just like yours. We've put a price on every zone of the ground, in expected points, for the chain that starts there. (We dug into this in What the ball is worth.)

That's the breakthrough. Momentum is just the first thing it unlocks.

Once you can value a chain, momentum builds itself

We also did our homework on whether momentum is even real. It is — footy goals genuinely cluster together more than chance allows, and runs feed themselves. So the thing every coach feels is really there in the numbers. The only question was how to show it.

With a value on every chain, that turned out to be the easy part. Every attacking moment — a clearance, an intercept, an entry inside 50, a shot — is worth what moments like it have actually produced across thousands of games. A forward-half intercept counts for far more than a loose ball in defence. A centre clearance matters not because it's a centre clearance, but because the data tells us what usually happens next. Recent moments count more than old ones, so the line always reflects the last few minutes.

Add up each team's recent value, compare, and you get a single line that swings toward whoever is creating the danger.

That's the difference between our Momentum and the broadcast version. Television graphics hand out points off a fixed menu — an entry is always worth this, a shot that. Ours asks the data. Every movement is backed by evidence, not opinion.

It moves before the scoreboard does

Here's what makes it a coaching tool, not a TV toy.

Ten minutes of repeat inside 50s. Forward-half intercepts. Territory. The scoreboard might not budge — but the momentum line climbs. For the first time, a coach can see a game beginning to turn: not after the damage is done, but while there's still time to do something about it.

The Momentum worm Above the line your team is creating the danger; below it, the opposition is. It moves even when nobody scores. your team on top opposition on top Q1 Q2 Q3 Q4

You'll find it on the game dashboard's Timeline, next to the Score and Win Probability views — with a Momentum Control % stat showing what share of each quarter each team spent on top, and a plain-English line that sums it up.

What coaches are doing with it

Time your moves — and check they worked. Make a change at the 12-minute mark and the scoreboard might not tell you if it landed for a whole quarter. The momentum line answers in minutes: if it starts bending back your way, you've got your evidence, live.

Read the quarter, not just the score. Won a quarter on the scoreboard but controlled only 40% of it? You got efficient — or lucky — and they'll keep coming. Controlled 70% of a quarter you lost? The problem is conversion, not effort. Two completely different half-time messages the score alone can't tell apart.

Trust the data over the feeling. Momentum is the stat most warped by emotion — a big tackle lands, the crowd lifts, everyone feels the surge. Sometimes it's real. Sometimes your team quietly had the better of the last five minutes and nobody noticed. The line settles the argument.

Your AI assistant understands it too

Because Momentum is built from real moments — that intercept, that entry — it isn't just a shape on a screen. Your Powercoach AI reads the same live data, so it can tell you not just that momentum shifted, but why. Maybe you're losing territory after defensive stoppages. Maybe they're winning repeat intercepts in your forward half. Maybe you're dominating territory but not converting.

Those reads flow into your quarter-time and three-quarter-time prompts, while there's still a game to change. The graph shows what's happening. Powercoach helps you understand why.

This is just the beginning

Momentum isn't really the story. It's the first discovery.

Once you can measure what a chain is worth, a whole family of football metrics becomes possible — Expected Score, Win Probability, Territory Value, Pressure, Momentum, and ones we haven't built yet. Every game captured makes the picture sharper. Every season expands what we know about grassroots football.

That's a lot more exciting to us than another dashboard feature. We're not just collecting match data. We're building an understanding of the game from the ground up — and Momentum is the first place you can see it.

Why it matters

The scoreboard tells you what has already happened. Win Probability tells you how it's likely to end. Momentum tells you what's happening right now — and right now is the only part of the game a coach can still change.


  • The real breakthrough is measuring what a chain is worth — every part of the ground has a measured price, in expected points, from thousands of grassroots chains. Not guessed, not borrowed from the AFL.
  • Momentum is the first thing it unlocks — a live line that swings toward whoever is creating the danger, backed by evidence rather than a fixed points menu.
  • It moves before the scoreboard — so you can see a game turning while there's still time to act.
  • Momentum Control % shows who really controlled each quarter, whatever the score said.
  • Your AI reads the same data — so it can explain why momentum swung, in your quarter-time reports.

A note on the data

Momentum is computed from the possession-chain data captured live in Powercoach games: where the ball is won, how each chain develops, where it travels, and how it ends. The value of each moment comes from the platform's own field-value and expected-score models — the average points that outcomes like it actually produce, measured across thousands of captured grassroots games — not from fixed point menus. The worm updates continuously during live games and is on every AFL game dashboard now.

By Raef Akehurst · Updated July 2026
Raef Akehurst
About the author

Raef Akehurst

AI & Statistics

Raef Akehurst is the engineer behind Powercoach and the team's AI-and-stats specialist. A programmer with a deep interest in modern AI, he has spent the build dusting off the statistics he studied at university — a subject whose classes landed in the dreaded 4–6pm Friday slot, yet one he topped. He walked out of the exam thinking it had been tough but that he had done okay — while his classmates were convinced they had failed — and came away with the highest mark. He later did statistics work for university lecturers during his Masters, and now puts that blend of code and numbers to work turning raw match data into insight coaches can actually use. He is also a long-suffering Bombers fan.

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