[FireBeyond]

Uh, what? There is nothing binding about the estimate (unless you're in the auto repair industry), so you cannot "legitimately refuse to pay for it" unless they explain "how those are unforeseen factors".

Typically, indeed, you'll find wording to that exact effect. "This is only an estimate. Actual costs may differ."

[WalterBright]

Ask for a binding estimate.