I can't find her- she ____ have left.
"I can't find her - she must have left" is a just like a statement. "she must have left" is a confirmation from speaker.
This is a situation where MUST is being used to express certainty or supposition.
the use of MUST is grammatically suitable 2 fill in d gap above