Russian forces were able to exploit these materiel and manpower constraints during this time to make tactically significant advances west of Avdiivka,
Ukrainian forces have fallen back to more defensible positions west of Avdiivka several times, allowing Russian forces to make rapid marginal advances in relatively undefended fields,
The pressures and losses that both sides continue to impose on each other make for an unpredictable dynamic,