How did Mallory Swanson's observed-role agreement change across the 2017–2026 NWSL regular seasons?
Compare Mallory Swanson's modeled role agreement season by season while keeping listed position and observed role distinct.
Release 2026-09-02Players › Mallory Swanson
Forward · USA · 163 cm · 8 regular seasons on record2026 Chicago Stars
Mallory Swanson
The 2020 season is excluded from every Mallory Swanson total.
- GP
- 10
- Min
- 602
- Gls
- 267th in the NWSL
- Ast
- 187th in the NWSL
- xG°
- 1
- VAEP°
- 1.977th pctile
Live —Evidence —Release 2026-09-02 ✓tiles: 2026 regular season
Mallory Swanson's 2022 season ranked in the 99th percentile for VAEP° (7.4) — the strongest model read of Mallory Swanson's career.
VAEP° is modeled; the 2022 percentiles include players with 450 or more minutes.
The observed-role record supports a season-by-season question about Mallory Swanson.How did Mallory Swanson's observed-role agreement change across the 2017–2026 NWSL regular seasons?
Season by Season
Match Log · 2026
| 2026-05-16 | Courage | No | 26 | 0 | 0 | 0 |
| 2026-05-24 | Bay FC | No | 46 | 1 | 0 | 1 |
| 2026-05-31 | Wave | Yes | 63 | 0 | 0 | 0 |
| 2026-07-05 | Royals | Yes | 105 | 0 | 0 | 2 |
| 2026-07-11 | Legacy | Yes | 100 | 0 | 0 | 1 |
| 2026-07-18 | Angel City | Yes | 110 | 0 | 0 | 2 |
| 2026-08-09 | Bay FC | No | 33 | 0 | 0 | 0 |
| 2026-08-15 | Reign | Yes | 45 | 0 | 0 | 3 |
| 2026-08-20 | Dash | Yes | 67 | 0 | 0 | 1 |
| 2026-08-23 | Racing | Yes | 64 | 1 | 1 | 2 |
Played like
Nearest style neighbours° by on-ball profile — the players whose most recent embedded seasons most resembled Mallory Swanson's on-ball record, without equating Mallory Swanson with another player.
- Claire Emslie2024 · Angel City · sim 0.84
- Jaedyn Shaw2025 · Courage · sim 0.839
- Rose Lavelle2025 · Gotham · sim 0.833
- Marta2025 · Pride · sim 0.827
- Ally Sentnor2024 · Royals · sim 0.825
- Olivia Moultrie2024 · Thorns · sim 0.813
- Adriana2023 · Pride · sim 0.809
- Yazmeen Ryan2025 · Dash · sim 0.802
Continue exploring
Each admitted question names Mallory Swanson, the 2026 NWSL regular-season scope or the exact recorded season range, the required evidence, and a return to Mallory Swanson's page.
What did Mallory Swanson contribute in Mallory Swanson's five most recent 2026 NWSL regular-season appearances?
Connect Mallory Swanson's recent minutes, goals, assists, and shots to the exact match pages.
Release 2026-09-02Where did Mallory Swanson take shots for Chicago Stars during the 2026 NWSL regular season?
Show Mallory Swanson's season shooting positions on the normalized public pitch.
Release 2026-09-02How did Mallory Swanson's 2026 goals and expected goals fit Chicago Stars's attacking record?
Place Mallory Swanson's recorded goals and chance quality inside Chicago Stars's named 2026 attacking scope.
Release 2026-09-02View the record row · the citable player record behind this page, release 2026-09-02
{
"slug": "mallory-swanson",
"name": "Mallory Swanson",
"position": "Forward",
"nationality": "USA",
"height_cm": 163,
"seasons": [
2017,
2018,
2019,
2021,
2022,
2023,
2024,
2026
],
"career": {
"gp": 119,
"goals": 36,
"assists": 19,
"min": 9548
},
"release": "2026-09-02"
}