Here is a sentence that sounds wrong but isn't: a yard is not a yard. A 5-yard gain that moves you from your own 20 to your own 25 is worth far less than the same 5 yards that punch you from the opponent's 8 into the end zone. Football is played on a 100-yard field, but its value is not spread evenly across that field. The tool that measures this is called expected points, and once you understand it, half of the sport's "hidden" battles — punts, returns, the spot of a turnover — stop being hidden.
The one-sentence version: expected points (EP) is the average number of points a team can expect to eventually score, given exactly where, and in what situation, it has the ball. Field position is worth points because moving the ball changes that expectation.
What "expected points" actually means
Take a snapshot of a single moment in a game: it's 1st-and-10, and you have the ball at your own 25. Now ask a simple question of history: across thousands of past drives that began in roughly this situation, what happened next? Some ended in touchdowns. Some in field goals. Some in punts. A few in turnovers that handed the other team points. Average the eventual point outcome of all of them — counting the opponent's scores as negatives — and you get a single number. That number is the expected points for "1st-and-10 at your own 25."
Do that for every down, distance, and yard line, and you have an EP model. It isn't a prediction of this play; it's the settled, long-run value of being in that exact spot. The data comes from real drive outcomes, which is why every serious version of this — the one underlying SP+, the ones at the major data providers — is built on years of play-by-play.
EP climbs as you cross the field
The single most important property of EP is that, holding down and distance fixed, it rises steadily as you move toward the opponent's goal line. A 1st-and-10 backed up at your own 5 is barely positive — you're as likely to give up a safety or a short field as you are to drive 95 yards. A 1st-and-10 at midfield is comfortably positive. A 1st-and-10 at the opponent's 10 is worth most of a touchdown, because from there you almost always come away with something.
The numbers below are a clearly illustrative sketch of that shape — round figures chosen to show the pattern, not measured values for any season. Real EP curves look like this, but the exact points come from a fitted model, not from me.
| Ball spot (1st-and-10) | Illustrative EP |
|---|---|
| Own 5 | +0.3 |
| Own 20 | +1.0 |
| Own 50 | +2.2 |
| Opp 30 | +3.4 |
| Opp 10 | +4.8 |
Read down that column and the lesson is plain: the difference between starting a drive at your own 20 and at midfield is worth more than a full point — without running a single play. That is field position, denominated in points instead of yards.
scripts/field-position-expected-points.py, which builds the model from public play-by-play. Run it to replace the illustrative numbers above with measured ones. (Per site policy, I'd rather show this note than invent numbers.)
From EP to EPA — the bridge to modern stats
Once every situation has an expected-points value, the value of a play is just the change in EP from before the snap to after it. That difference is expected points added, or EPA, and it's the foundation of the efficiency metrics we cover in the success rate and EPA explainer. A 12-yard completion that moves you from your own 25 (EP about +1.0) to your own 37 (EP about +1.6) earned roughly +0.6 EPA. A sack, a penalty, or an interception drives EP down, so it produces negative EPA.
This is the crucial connection: field position isn't a separate thing from play-by-play value — it is play-by-play value, accumulated. Every yard a play gains is converted into points by how much it shifts your position on the EP curve. Gaining 5 yards near your own end zone barely nudges EP; gaining 5 yards at the opponent's 10 can be worth nearly a point, because the curve is steepest near the goal line.
Hidden yardage: special teams and turnovers, in points
Now the payoff. Plays that the box score treats as "no offense happened" can swing the expected-points ledger as hard as a long completion. Consider three of them.
- The pinning punt. A punt that's downed at the opponent's 5 instead of touchbacked at the 25 doesn't show up as offensive yards for anyone. But it forces the opponent to start a drive worth maybe +0.3 EP instead of +1.0 — and, equivalently, it lowers your defensive expected points against. That swing is the entire reason coaches obsess over the coffin-corner kick and the downed punt.
- The return. A kick or punt returned 20 extra yards quietly moves your next drive up the EP curve. The return man who flips a drive from the 20 to the 40 has added close to a full expected point without an offensive snap being run.
- The turnover spot. Turnovers are worth points twice over. You lose your own drive's EP, and the opponent gains theirs — and where the takeaway happens matters enormously. A red-zone interception steals an opponent's near-touchdown expectation and is far more valuable than a pick on a deep ball that functions like a punt.
This is what analysts mean by "hidden yardage": the field-position consequences of special teams and turnovers that never appear in rushing or passing totals, but show up cleanly the moment you price the field in expected points. A team can lose the yardage battle and win the EP battle by repeatedly starting drives 15 yards better than its opponent.
How to use it
You don't need to compute EP yourself to think in it. The next time a broadcast praises a "field-position game," translate it: one team is forcing the other to keep climbing from the flat, low-value end of the curve while starting its own drives further up. When a coach punts on 4th-and-2 from his own 35, ask whether the EP he's handing the opponent is really worth the EP he's giving up by not going for it. And when a turnover happens, watch the spot, not just the takeaway — because in expected points, a red-zone giveaway and a midfield one are not remotely the same play.
Yards tell you how far the ball moved. Expected points tell you what that movement was worth. Once you see drives that way, the hidden-yardage battle isn't hidden at all — it's just being scored in the right currency.
Sources & further reading
- CollegeFootballData.com — collegefootballdata.com (play-by-play and expected-points data; free API key)
- ESPN — espn.com (public game and drive data)
- Related: Success Rate and EPA, from scratch
- Related: How SP+ and adjusted efficiency work