Hi Elissa,
I’ve been looking into this, and what I’m reading seems to indicate that tasks that are older than 365 days are archived in some fashion by Salesforce to improve performance.
https://help.salesforce.com/articleView?id=activities_archived.htm&type=5
Would you be able to try enabling the Query Deleted / Archived records" checkbox in your Task model’s Advanced tab? 
