THE Adaptive Golfer

How to Track Strokes Gained Without a Sensor or Subscription

By Scott Hancock · Last updated Sep 15, 2026

You can calculate strokes gained by hand with a pencil and a notebook — the arithmetic is one line. The hard part is the baseline you subtract against, and a tracker doesn't solve that for you.

You can calculate strokes gained by hand, with a pencil and a notebook. No sensor, no subscription. The arithmetic is one line: expected strokes from where the shot started, minus expected strokes from where it finished, minus the one stroke you took. What nobody mentions is that the subtraction is the easy half. The hard half is the baseline you subtract against, and buying a tracker doesn't solve that for you. The Adaptive Golfer is a practice system that takes the other route, measuring practice sessions on their own terms, with their own score. Here's the honest version of both.

Can you calculate strokes gained by hand?

Yes. Strokes gained is a subtraction, not a sensor reading. In his 2011 paper Assessing Golfer Performance on the PGA TOUR, Mark Broadie defines it as "the decrease in the average number of strokes to finish the hole from the beginning of the shot to the end of the shot, minus one to account for the stroke taken." Written formally, the strokes gained on a shot is J(start) − J(finish) − 1, where J is the average strokes remaining to hole out from a given distance and lie. Everything that calculation needs, you can see with your own eyes: where the ball started, where it finished, and the fact that you hit it once.

Two things people get wrong. The −1 isn't optional — you took a stroke, and the definition subtracts it explicitly. And the distance is the distance to the hole from the current location, which Broadie spells out in his notation as "the distance to the hole from the current location (not the distance of the shot)." A 250-yard drive is not a 250-yard input.

What exactly do you record for each shot?

One row per stroke, seven fields. Broadie's benchmark function depends on distance and ball condition — he lists green, tee, fairway, rough, sand and recovery — so a sheet that captures only score, fairways, greens and putts can never produce true shot-level strokes gained. It's missing the state variables the formula runs on.

Field What you write Why it's there
Hole / shot number 7, shot 2 Keeps the sequence reconcilable
Start lie fairway J is conditional on lie, not just distance
Start distance 162 yards to the hole Distance remaining, never shot length
End lie green The state the next shot is played from
End distance 24 feet to the hole Becomes J(finish)
Penalty strokes 0 Changes the score and the next state
Holed? no J is zero once the ball is in

Classify lies from a fixed list every single round — tee, fairway, rough, sand, recovery, green — and write down what your labels mean. Is "distance" to the pin or to the center of the green? Does the fringe count as green or around-the-green? What happens to a drop, a provisional, a conceded putt? Your numbers are only as comparable as your definitions, and a data dictionary you wrote once beats a convention you keep re-inventing on the seventh tee.

How do you track strokes gained without a sensor, step by step?

Run this protocol for one round this week. It takes a card and a pen. You write one row per stroke while you play, look up an expected-strokes value at each end of every shot, subtract, then reconcile each hole against your actual score to catch anything you missed. Seven steps, and it costs nothing. The only thing it asks of you that a sensor wouldn't is consistency: the same distance convention, the same lie labels, the same rounding, every round. That consistency is what makes two rounds comparable. It's also the first thing most people abandon.

  1. Set up the sheet before you play. Seven columns, one row per stroke — as many rows as strokes you take. Paper card in the back pocket, spreadsheet at home.
  2. Record the state, skip the verdict. After each shot write the start lie and distance, the end lie and distance, and any penalty. Don't write "bad drive." The math decides that.
  3. Use distance to the hole every time. Pace it off, read it off a sprinkler head, or shoot it with a rangefinder. Just be consistent about which one.
  4. Round to the bins your benchmark uses. If your expected-strokes reference is banded in 10-yard steps, record in 10-yard steps. Fake precision helps nobody.
  5. Look up J at both ends and subtract. J(start) − J(finish) − 1. Broadie works the example himself in the paper: from a fairway position 40 yards from the hole, the average number of shots to complete the hole is 2.6. Hit that shot to one foot, where the average is 1.0, and the formula credits you 2.6 − 1.0 − 1 = +0.6 strokes. You took 1.6 strokes off the hole and spent one stroke doing it.
  6. Reconcile every hole. Sum the strokes gained on a hole. Because the finish value is zero once the ball is holed, the total should equal the expected strokes from your starting position minus the strokes you actually took. This check catches missing shots, unrecorded penalties and incorrect end states.
  7. Bucket the shots. Group them into off the tee, approach, around the green and putting — the same four buckets a GolfWRX explainer of the Tour's strokes gained stats uses to describe the Tour framework — and total each category.

That's the whole method. Which brings us to the harder half.

Why doesn't hand-calculated strokes gained tell you what to practice?

Because the number is only as relevant as the population it compares you to, and the published baseline is PGA Tour golfers. Broadie's benchmark function represents the average strokes to complete a hole for Tour players. So when you run the arithmetic against that reference, you've answered exactly one question: how did this shot compare with the average PGA Tour player from this distance and lie? You haven't answered which part of your game is worst compared with golfers like you. Those are different questions, and it's easy to read the formula and assume they're the same one.

The same GolfWRX explainer reports the Tour's strokes gained stats as built on ShotLink data collected since 2004. That's enthusiast media rather than a PGA Tour primary source, so treat the date as reported rather than confirmed — and note that it describes the Tour's published stats, not the estimation of Broadie's benchmark function.

This is also the honest limit on what a shot tracker buys you. A tracker automates the recording. It takes away the pen and the paperwork, and it leaves the benchmark-choice problem exactly where it found it. Strokes gained is always relative to the reference population baked into its expected-strokes model, sensor or no sensor.

One more gap worth stating plainly: we could not verify a free, public, consumer-ready expected-strokes table covering every distance and lie. Broadie's paper describes how the Tour benchmark function is estimated; it doesn't hand you a lookup table. Some publishers display benchmark values on their own sites under their own terms, which is their right and not ours to redistribute. If you see a page claiming a governing body publishes a free amateur expected-strokes table, ask it for the source document and the reuse terms.

What can you use as a free baseline instead?

Build your own. The expected-strokes function is just an average of strokes-to-finish conditioned on distance and lie, so a golfer with a large enough set of consistently recorded shots can compute an internally consistent personal baseline from their own play. Then every chart you make gets labeled "versus my own baseline." Never "versus an average 12-handicap," because you don't have a peer dataset, and a label that implies one is a lie you'll eventually believe.

Baseline The question it answers What it cannot do
PGA Tour (Broadie's published benchmark) How did this shot compare with the average Tour player from this distance and lie? Rank you against comparable amateurs — it is not a handicap-matched reference
Your own recorded shots Is this part of my game better than it was? Rank you against your peers — there is no peer dataset in it
Scored drills against level standards Did this practice session clear the standard for my level? Tell you anything about on-course shots — it is a different measurement

A personal baseline is narrower than a Tour baseline and better at one specific job: showing whether a part of your game is improving relative to where you were. It can't rank you against your peers. Tour-relative numbers do the opposite — they can show where you lose the most strokes to elite golf, which is interesting, and which is not a practice plan. Label the comparator in every chart title and you'll never confuse the two. For the broader framework, our strokes gained explainer covers what the metric measures and what it doesn't.

How many rounds do you need before the number means anything?

Nobody can tell you, and the honest answer is more useful than a made-up one. We found no verified source specifying a universal round-count threshold at which manual strokes gained becomes a statistically reliable diagnosis for an amateur — no study naming the metric, baseline, variance, population and confidence criterion. Anyone quoting you "five rounds" is guessing.

Here's what can be said. A single shot's result, and a single round's category total, are noisy observations of an expected-value process. A short sample can be dominated by outcomes that swing shot to shot rather than by stable skill. So aggregate your category totals across repeated rounds before you change what you practice. One round is an observation. Wait for the pattern.

How accurate is manual distance recording?

Accurate enough to be useful, imprecise enough that you shouldn't report two decimal places. We could not find a sourced, general error figure for pacing or eyeballing distances versus sensor-recorded ones — we looked, and we are not going to invent one. What's certain is the mechanism: any error in a start or finish distance can move which expected-strokes value you pick for J(d,c), and that error flows straight through J(start) − J(finish) − 1 into your result.

Three safeguards, all free. Round to the same distance bins your benchmark uses. Apply identical procedure every round, so the errors at least stay consistent. And report estimates and trends, because a spreadsheet will happily hand you ±0.01 from inputs that were paced off in flip-flops. Precision of arithmetic is not precision of measurement.

What if you want to measure practice, not rounds?

Then you need a different measurement, and it's worth saying so out loud rather than stretching the word. Strokes gained evaluates shots by their on-course start and end states. It isn't a protocol for scoring a bucket of range balls, and a launch monitor's dispersion number isn't strokes gained unless you convert it through an expected-strokes baseline. Calling it one is how bad data gets a good reputation.

Practice measures fine on its own terms. Use scored, repeatable drills with five things fixed: the target, the distance, the lie, the number of balls, and the success criterion. Then you're comparing like with like over time. Three of the scored drills in our library, exactly as they're set up:

  • The Gate Putting Drill. Find a dead-straight 10-footer. Set two tees about 2 feet ahead of the ball, forming a gate just wider than your putter head. Run your full putting routine on every putt and hit ten, recording each as a pass or a miss with the direction it clipped.
  • The Lag Putting Ladder. Place balls at 10, 20, 30, 40 and 50 feet from the hole, and mark the hole with four tees at a radius of three feet — a circle six feet across, not three. Putt all five and record the total out of five. Then run the sequence three times, 15 balls in all, and record the aggregate.
  • The Up-and-Down Competition. Set six positions with varied lies, varied amounts of green, and distances from 10 to 40 feet. Score 2 points for an up-and-down in two, 1 for three strokes, 0 for four or more. Play all six positions twice and record both totals out of 12.

Same setup every time, same number every time, so the trend line means something.

That's what Practice Strokes Gained does in our system: it scores each drill result against a standard for your level rather than against a Tour shot you never hit. See what good looks like at your level for the standards, and the scored drill library for the setups. The system treats drill scores as the leading indicator and score and handicap as the lagging ones — Chapter 23 of The Adaptive Golfer, "Tracking Progress the Right Way," is built on that split. A golfer who runs the gate drill, sees no change in handicap, and concludes the drill failed has read the wrong gauge. Whether the gate score improved is the measure of whether the drill is working. If you're comparing practice apps, how practice apps compare lays out the differences.

Start measuring your practice, not just your scores

Hand-tracked strokes gained is real work, and it's worth doing once. A few rounds of manual logging teach you exactly which problem the software exists to solve — the book puts the manual template first on purpose, for that reason. But the number it produces answers a question about the Tour, and the question you actually have is what to do on Thursday evening. Start a free trial and score your practice against a standard for your level, drill by drill, with the trend tracked for you.

The drills and their level standards come from The Adaptive Golfer, the published system behind the app. The strokes gained method itself comes from Mark Broadie's 2011 paper on assessing golfer performance.

FROM THE METHODOLOGY

Everything here comes from The Adaptive Golfer, the published system behind the app. Put it into practice with the benchmarked drill library and the targets for your handicap band.

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