Thailand's stock rally this year would be stunning even without a mid-May coup, but analysts are divided on whether the market can get a second wind.

"Market sentiment will soon turn sour," Kasem Prunratanamala, an analyst at CIMB, said in a note Tuesday. "The market has priced in most of the good news while slow progress in policy implementation is likely to disappoint."