Using more cells will cost compute and time, yes, but without running a finer mesh you won't know if the results are mesh dependent.
Accuracy is likely reason for mass loss. Whether that's convergence, cell resolution or solver related is a different question, and you'd need to run more models to change solver mesh & parameters to figure that out.
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