"They each have their own checking accounts."
Where is it stated that the person making the most money is HOH, by definition? Did you confirm HOH status using the IRS:
https://www.irs.gov/faqs/filing-requirements-status-dependents/filing-status
https://www.irs.gov/help/ita
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