What a surprise!
A natural reaction to something unexpected. Can be genuinely delighted, mildly ironic, or neutral depending entirely on tone and context.
What a surprise to see you here, I didn't know you were coming!
—I brought you a gift. —What a surprise, thank you so much!
What a surprise, the one we least expected won!