Question: when do panzers spawn origins?
Answer: The first Panzersoldat in a game always appears in Round 8 and drops a piece for the Staff of Fire when killed, which is the only way to obtain the piece. Every third round (fourth-fifth in solo) after Round 8 also includes one or more Panzersoldats (only ever one in solo).