Legally you would be asked to show, 20,000 baht cash or the equivalent in foreign currency, a bank statement or Visa card will not suffice. But in reality it is hardly asked for, just be aware they potentially could.
Why just you don’t apply for the correct visa to stay here, instead of just using tourist and visa exempt, you will probably be asked a few questions upon arrival.