Why does the Advertising data in the Profitability report not match the Spend data in the Advertising report?

The profitability data contains 12 months of history so it gives you the complete picture for the time period, including financial transactions for advertising costs.

Advertising data does not provide 12 months of history. The Amazon Advertising API only provides 60 days worth of history and hence we don't have the full picture yet.