Offensive: Passing · Pass EPA
What Pass EPA is
Passing EPA: expected points added on pass plays — each throw valued by how much it changed the team's chance of scoring, given down, distance and field position. One of the better single measures of passing quality, because a first-down conversion counts for more than the same yards that end short of the sticks.
Higher is better. It is shown per game, so a team's number does not depend on games played. Source: P + N.
In 2018 the Chiefs led at 13.88; the league average was 2.02.
League snapshot — 2018
All 32 teams, higher is better.
| Rank | Team | Value | Games |
|---|---|---|---|
| 1 | KC | 13.88 | 16 |
| 2 | NO | 9.29 | 16 |
| 3 | PIT | 8.69 | 16 |
| 4 | LAC | 8.29 | 16 |
| 5 | LAR | 7.51 | 16 |
| 6 | ATL | 7.46 | 16 |
| 7 | IND | 6.88 | 16 |
| 8 | TB | 6.34 | 16 |
| 9 | NE | 5.74 | 16 |
| 10 | SEA | 4.03 | 16 |
| 11 | HOU | 3.73 | 16 |
| 12 | PHI | 3.64 | 16 |
| 13 | CHI | 3.31 | 16 |
| 14 | CAR | 2.15 | 16 |
| 15 | NYG | 1.99 | 16 |
| 16 | GB | 1.65 | 16 |
| 17 | DAL | 1.50 | 16 |
| 18 | BAL | 0.92 | 16 |
| 19 | CIN | 0.68 | 16 |
| 20 | SF | 0.34 | 16 |
| 21 | CLE | 0.20 | 16 |
| 22 | LV | -0.17 | 16 |
| 23 | TEN | -0.36 | 16 |
| 24 | DET | -0.37 | 16 |
| 25 | MIN | -0.67 | 16 |
| 26 | DEN | -0.92 | 16 |
| 27 | NYJ | -2.91 | 16 |
| 28 | WAS | -3.29 | 16 |
| 29 | MIA | -3.39 | 16 |
| 30 | JAX | -3.86 | 16 |
| 31 | BUF | -6.96 | 16 |
| 32 | ARI | -10.68 | 16 |
At a glance — 2018
Where the 32 teams sit on this stat this season.
All teams — 2018
| Rank | Team | Value | Δ vs avg | Percentile |
|---|---|---|---|---|
| 1 | KC | 13.88 | 11.86 | 100% |
| 2 | NO | 9.29 | 7.27 | 96.8% |
| 3 | PIT | 8.69 | 6.67 | 93.5% |
| 4 | LAC | 8.29 | 6.27 | 90.3% |
| 5 | LAR | 7.51 | 5.49 | 87.1% |
| 6 | ATL | 7.46 | 5.43 | 83.9% |
| 7 | IND | 6.88 | 4.86 | 80.6% |
| 8 | TB | 6.34 | 4.32 | 77.4% |
| 9 | NE | 5.74 | 3.72 | 74.2% |
| 10 | SEA | 4.03 | 2.01 | 71% |
| 11 | HOU | 3.73 | 1.71 | 67.7% |
| 12 | PHI | 3.64 | 1.62 | 64.5% |
| 13 | CHI | 3.31 | 1.29 | 61.3% |
| 14 | CAR | 2.15 | 0.13 | 58.1% |
| 15 | NYG | 1.99 | -0.03 | 54.8% |
| 16 | GB | 1.65 | -0.37 | 51.6% |
| 17 | DAL | 1.50 | -0.52 | 48.4% |
| 18 | BAL | 0.92 | -1.10 | 45.2% |
| 19 | CIN | 0.68 | -1.34 | 41.9% |
| 20 | SF | 0.34 | -1.68 | 38.7% |
| 21 | CLE | 0.20 | -1.82 | 35.5% |
| 22 | LV | -0.17 | -2.19 | 32.3% |
| 23 | TEN | -0.36 | -2.38 | 29% |
| 24 | DET | -0.37 | -2.39 | 25.8% |
| 25 | MIN | -0.67 | -2.69 | 22.6% |
| 26 | DEN | -0.92 | -2.94 | 19.4% |
| 27 | NYJ | -2.91 | -4.93 | 16.1% |
| 28 | WAS | -3.29 | -5.31 | 12.9% |
| 29 | MIA | -3.39 | -5.41 | 9.7% |
| 30 | JAX | -3.86 | -5.89 | 6.5% |
| 31 | BUF | -6.96 | -8.98 | 3.2% |
| 32 | ARI | -10.68 | -12.70 | 0% |
Does Pass EPA matter against the spread?
Run as a one-stat algorithm against the closing line, this stat went 883–695–37 ATS (56.0%) across 2020–2025, #44 of 296 ranked.
Its best season was 2024 (158–105, 60.1%); its worst 2023 (139–119, 53.9%).
For picks, this is a strong signal. One stat is not a recipe — the algorithms combine many.
| Season | Games | ATS record | ATS % |
|---|---|---|---|
| 2020 | 256 | 140–114–2 | 55.1% |
| 2021 | 272 | 153–117–2 | 56.7% |
| 2022 | 271 | 144–120–7 | 54.5% |
| 2023 | 272 | 139–119–14 | 53.9% |
| 2024 | 272 | 158–105–9 | 60.1% |
| 2025 | 272 | 149–120–3 | 55.4% |
Multi-year context
7-year window (2020–2026)
Multi-year averages
| Rank | Team | Avg | Slope/yr | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | 2026 |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | BUF | 7.01 | −0.14 | 11.09 | 4.59 | 6.00 | 5.39 | 7.80 | 5.71 | 8.46 |
| 2 | KC | 6.59 | −1.44 | 12.62 | 8.64 | 11.04 | 2.23 | 3.71 | 1.46 | 6.45 |
| 3 | SF | 6.42 | +0.92 | 2.27 | 6.23 | 6.19 | 8.41 | 4.02 | 6.30 | 11.51 |
| 4 | DET | 5.85 | +1.86 | 1.93 | -1.23 | 6.12 | 4.89 | 10.14 | 6.08 | 13.05 |
| 5 | GB | 5.67 | −0.62 | 11.51 | 7.16 | -0.10 | 5.30 | 4.56 | 6.99 | 4.30 |
| 6 | DAL | 4.01 | +0.87 | -0.85 | 7.14 | 1.87 | 6.86 | -2.72 | 6.70 | 9.07 |
| 7 | CIN | 3.82 | +0.32 | 0.97 | 5.37 | 5.47 | 0.78 | 6.77 | 0.79 | 6.56 |
| 8 | LAR | 3.38 | +0.93 | 1.41 | 6.37 | -4.01 | 2.57 | 2.02 | 8.85 | 6.42 |
| 9 | BAL | 3.35 | +1.02 | 2.44 | -0.04 | -1.01 | 3.70 | 10.03 | 0.27 | 8.05 |
| 10 | TB | 3.25 | −2.01 | 8.18 | 8.49 | 2.96 | 2.78 | 6.81 | -0.70 | -5.75 |
| 11 | SEA | 2.17 | −0.16 | 4.94 | 0.90 | 1.29 | 1.91 | 0.50 | 4.02 | 1.65 |
| 12 | LAC | 1.45 | −1.80 | 5.61 | 7.02 | 1.58 | -0.15 | 3.73 | -1.37 | -6.29 |
| 13 | JAX | 1.34 | +1.46 | -2.65 | -3.47 | 4.23 | 0.32 | 0.17 | 2.43 | 8.38 |
| 14 | MIA | 1.32 | −0.86 | 2.26 | -0.27 | 3.64 | 6.57 | 2.56 | 0.29 | -5.78 |
| 15 | MIN | 1.13 | −1.29 | 5.82 | 3.38 | 1.70 | 0.16 | 3.35 | -5.95 | -0.57 |
| 16 | PHI | 0.94 | +0.25 | -5.76 | 1.85 | 4.63 | 3.69 | 3.35 | 1.87 | -3.05 |
| 17 | NE | 0.60 | +0.89 | -1.42 | 4.58 | -1.45 | -8.10 | -3.12 | 9.57 | 4.14 |
| 18 | HOU | 0.55 | +0.03 | 8.12 | -3.55 | -6.65 | 2.20 | -0.96 | 1.82 | 2.89 |
| 19 | LV | 0.29 | −0.47 | 4.27 | 2.16 | 1.15 | -2.64 | -3.70 | -6.33 | 7.12 |
| 20 | ATL | 0.14 | −0.64 | 4.36 | -0.99 | 0.75 | -2.53 | 2.02 | 0.25 | -2.90 |
| 21 | NO | 0.04 | −0.71 | 4.55 | -1.89 | 1.51 | 1.16 | -2.66 | -1.41 | -0.99 |
| 22 | ARI | -0.18 | −0.19 | 1.41 | 4.72 | -5.14 | -5.93 | 3.80 | 0.28 | -0.38 |
| 23 | DEN | -0.42 | +0.56 | -3.92 | 2.57 | -5.07 | -0.60 | 2.35 | 3.46 | -1.76 |
| 24 | PIT | -0.47 | −0.40 | 3.87 | -3.36 | 0.14 | -2.69 | 0.26 | 1.73 | -3.26 |
| 25 | IND | -0.51 | −0.85 | 5.97 | 0.59 | -6.08 | 0.01 | -2.04 | 2.80 | -4.82 |
| 26 | WAS | -1.45 | +0.88 | -3.98 | -2.12 | -3.54 | -5.15 | 4.66 | -0.38 | 0.36 |
| 27 | TEN | -1.69 | −2.25 | 7.78 | 1.68 | -1.56 | -1.86 | -3.93 | -7.83 | -6.09 |
| 28 | CHI | -1.77 | +0.99 | -0.44 | -5.45 | -5.02 | -3.80 | -3.14 | 2.82 | 2.62 |
| 29 | CAR | -1.86 | +1.44 | 0.76 | -7.78 | -2.46 | -9.22 | -2.90 | -1.63 | 10.21 |
| 30 | NYG | -2.65 | +0.85 | -2.10 | -7.71 | 0.62 | -6.59 | -5.66 | 0.39 | 2.53 |
| 31 | CLE | -3.02 | −1.51 | 5.77 | -0.95 | -0.60 | -6.17 | -10.29 | -9.66 | 0.73 |
| 32 | NYJ | -3.92 | +0.83 | -5.26 | -4.43 | -3.88 | -10.97 | 1.26 | -5.93 | 1.75 |
Multi-year heatmap
32 teams across 7 seasons. Cells colored by quintile within each season; click a column header to jump to that year.
| Team | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | 2026 |
|---|---|---|---|---|---|---|---|
| DET | 1.93 | -1.23 | 6.12 | 4.89 | 10.14 | 6.08 | 13.05 |
| SF | 2.27 | 6.23 | 6.19 | 8.41 | 4.02 | 6.30 | 11.51 |
| CAR | 0.76 | -7.78 | -2.46 | -9.22 | -2.90 | -1.63 | 10.21 |
| DAL | -0.85 | 7.14 | 1.87 | 6.86 | -2.72 | 6.70 | 9.07 |
| BUF | 11.09 | 4.59 | 6.00 | 5.39 | 7.80 | 5.71 | 8.46 |
| JAX | -2.65 | -3.47 | 4.23 | 0.32 | 0.17 | 2.43 | 8.38 |
| BAL | 2.44 | -0.04 | -1.01 | 3.70 | 10.03 | 0.27 | 8.05 |
| LV | 4.27 | 2.16 | 1.15 | -2.64 | -3.70 | -6.33 | 7.12 |
| CIN | 0.97 | 5.37 | 5.47 | 0.78 | 6.77 | 0.79 | 6.56 |
| KC | 12.62 | 8.64 | 11.04 | 2.23 | 3.71 | 1.46 | 6.45 |
| LAR | 1.41 | 6.37 | -4.01 | 2.57 | 2.02 | 8.85 | 6.42 |
| GB | 11.51 | 7.16 | -0.10 | 5.30 | 4.56 | 6.99 | 4.30 |
| NE | -1.42 | 4.58 | -1.45 | -8.10 | -3.12 | 9.57 | 4.14 |
| HOU | 8.12 | -3.55 | -6.65 | 2.20 | -0.96 | 1.82 | 2.89 |
| CHI | -0.44 | -5.45 | -5.02 | -3.80 | -3.14 | 2.82 | 2.62 |
| NYG | -2.10 | -7.71 | 0.62 | -6.59 | -5.66 | 0.39 | 2.53 |
| NYJ | -5.26 | -4.43 | -3.88 | -10.97 | 1.26 | -5.93 | 1.75 |
| SEA | 4.94 | 0.90 | 1.29 | 1.91 | 0.50 | 4.02 | 1.65 |
| CLE | 5.77 | -0.95 | -0.60 | -6.17 | -10.29 | -9.66 | 0.73 |
| WAS | -3.98 | -2.12 | -3.54 | -5.15 | 4.66 | -0.38 | 0.36 |
| ARI | 1.41 | 4.72 | -5.14 | -5.93 | 3.80 | 0.28 | -0.38 |
| MIN | 5.82 | 3.38 | 1.70 | 0.16 | 3.35 | -5.95 | -0.57 |
| NO | 4.55 | -1.89 | 1.51 | 1.16 | -2.66 | -1.41 | -0.99 |
| DEN | -3.92 | 2.57 | -5.07 | -0.60 | 2.35 | 3.46 | -1.76 |
| ATL | 4.36 | -0.99 | 0.75 | -2.53 | 2.02 | 0.25 | -2.90 |
| PHI | -5.76 | 1.85 | 4.63 | 3.69 | 3.35 | 1.87 | -3.05 |
| PIT | 3.87 | -3.36 | 0.14 | -2.69 | 0.26 | 1.73 | -3.26 |
| IND | 5.97 | 0.59 | -6.08 | 0.01 | -2.04 | 2.80 | -4.82 |
| TB | 8.18 | 8.49 | 2.96 | 2.78 | 6.81 | -0.70 | -5.75 |
| MIA | 2.26 | -0.27 | 3.64 | 6.57 | 2.56 | 0.29 | -5.78 |
| TEN | 7.78 | 1.68 | -1.56 | -1.86 | -3.93 | -7.83 | -6.09 |
| LAC | 5.61 | 7.02 | 1.58 | -0.15 | 3.73 | -1.37 | -6.29 |
Distribution
How the 32 teams cluster for 2018.
About this stat
- Stat ID
- off_passing_pass_epa
- Side
- offensive
- Family
- Passing
- Data source
- P + N
- Polarity
- higher is better (or neutral)
- Display grain
- count
- Algorithm eligibility
- Algorithm-eligible: this stat can be picked in the Algorithm Builder.