Research includes live fire tests. Russia has the advantage of an actual warzone with actual air defenses to test in. That or they're running out of missiles

Research includes live fire tests. Russia has the advantage of an actual warzone with actual air defenses to test in. That or they're running out of missiles and down to pushing research prototypes into service (which given their use or Iranian drones and other supply woes would not surprise me).