How did Ludmila's observed-role agreement change across the 2024–2026 NWSL regular seasons?
Ludmila's observed-role agreement increased from 50% in 2024 to 85% in 2026. The model evaluated 20 2026 starts and found 3 depth tensions. The most frequent alternative observed role was inverted winger in 1 starts.
Ludmila's observed-role agreement increased from 50% in 2024 to 85% in 2026. The model evaluated 20 2026 starts and found 3 depth tensions. The most frequent alternative observed role was inverted winger in 1 starts.
What mattersEvidence-backed summary
- Modeled
Ludmila's observed-role agreement increased from 50% in 2024 to 85% in 2026. The model evaluated 20 2026 starts and found 3 depth tensions. The most frequent alternative observed role was inverted winger in 1 starts.
The sequence distinguishes Ludmila's listed position from the model's read of on-ball behavior and shows how the relation changed across seasons.
Full table ↓ Selected evidence from Workflow evidence. Season Starts As assigned Role tensions° Most frequent alternative role° Alternative-role starts° Agreement %° Confidence° 2024 6 3 3 No alternative role recorded 0 50 0.71 2025 21 12 9 inverted winger 4 57.1 0.66 2026 20 17 3 inverted winger 1 85 0.82
Exact evidence located
Every claim points to exact returned rows and fields; semantic verification is not claimed.
The evidence
Site-owned records returned by this workflow. The Dossier renderer preserves their values and scope.
Workflow evidence
Ludmila's observed-role model output by NWSL regular season.
| 2024 | 6 | 3 | 3 | No alternative role recorded | 0 | 50 | 0.71 |
| 2025 | 21 | 12 | 9 | inverted winger | 4 | 57.1 | 0.66 |
| 2026 | 20 | 17 | 3 | inverted winger | 1 | 85 | 0.82 |