| Season | League | Apps | Min | Goals | Assists | G+A / 90 | Rating |
|---|---|---|---|---|---|---|---|
| 2017/2018 | Women's Super League (England) | 15 | 1207 | 3 | 3 | 0.45 | — |
| 2019/2020 | Women's Super League (England) | 10 | 814 | 0 | 0 | 0 | — |
| 2020/2021 | Women's Super League (England) | 12 | 541 | 0 | 0 | 0 | — |
| 2021/2022 | Women's Super League (England) | 21 | 1718 | 4 | 1 | 0.26 | — |
| 2022/2023 | Women's Super League (England) | 17 | 251 | 4 | 0 | 1.43 | 7.45 |
| 2023/2024 | Women's Super League (England) | 21 | 560 | 5 | 1 | 0.96 | 7.07 |
| 2024/2025 | Women's Super League (England) | 15 | 230 | 0 | 1 | 0.39 | 6.9 |
| 2025/2026 | Women's Super League (England) | 14 | 373 | 0 | 0 | 0 | 6.51 |
Domestic league competitions only (SportMonks sub_type='domestic'); national-team, continental and cup competitions are excluded. Classification resolved by league id against the canonical leagues index. G+A/90 computed from minutes actually played.
Figures computed from the GioScore season-stats database · as of 2026-07-29
Player stats against each opponent club
| Team | MP | W | D | L | G | A | ||
|---|---|---|---|---|---|---|---|---|
 Everton W | 7 | 6 | 1 | 0 | 3 | 1 | 1 | 0 |
 Manchester City W | 6 | 2 | 0 | 4 | 0 | 0 | 0 | 0 |
 Tottenham W | 6 | 4 | 1 | 1 | 1 | 0 | 0 | 0 |
 Aston Villa W | 6 | 3 | 1 | 2 | 1 | 0 | 0 | 0 |
 Brighton W | 6 | 4 | 1 | 1 | 0 | 0 | 0 | 0 |
 Liverpool W | 6 | 3 | 0 | 3 | 1 | 0 | 0 | 0 |
 West Ham W | 6 | 3 | 2 | 1 | 1 | 0 | 0 | 0 |
 Chelsea W | 4 | 0 | 1 | 3 | 0 | 0 | 1 | 0 |
 Arsenal W | 3 | 0 | 2 | 1 | 0 | 1 | 0 | 0 |
 Leicester W | 3 | 3 | 0 | 0 | 0 | 0 | 0 | 0 |
 Reading W | 2 | 2 | 0 | 0 | 1 | 0 | 0 | 0 |
 Durham W | 2 | 1 | 1 | 0 | 0 | 0 | 0 | 0 |
 Paris SG W | 2 | 1 | 0 | 1 | 0 | 0 | 0 | 0 |
 Crystal Palace W | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 0 |
 Newcastle United W | 2 | 2 | 0 | 0 | 2 | 0 | 0 | 0 |
 Sunderland W | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
 Bristol City W | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
 Birmingham W | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
 Yeovil W | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
 London City Lionesses W | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
Over 14 Women's Super League (England) games in 2025/2026 (373 minutes), R. Williams recorded no direct goal contributions. GioScore's computed rating for the season averages 6.51.
His league record spans 8 seasons (2017–2025) across 4 clubs. No season rated higher than 2022/2023 (7.45, Women's Super League (England)); none lower than 2025/2026 (6.51). The recent curve points down: 0.55 below his prior career average across the last two rated seasons.
