TL;DR
Zoho Invoice is a strong free invoicing tool. InvoiceDistrict is a focused invoice-recovery platform. If you mainly need to send invoices, Zoho Invoice is fine. If unpaid invoices are eating your cash flow, InvoiceDistrict is the layer that fixes that.