Synonyms for Surprising (same or very similar meaning)
WordNet sense 1 (so remarkably different or sudden as to cause momentary shock or alarm):
startling
WordNet sense 2 (surprising greatly):
amazing, astonishing
From the ODE community, based on WordNet
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