The best month to fly between Singapore and Semarang is September and the most expensive month to fly is July. (Average prices, based on 770 datapoints.)
The best day to arrive at Singapore is Tuesday and it would be best to avoid Wednesday, as prices are on average 31.88% higher than on Tuesday. (Average prices, based on 1054933 datapoints.)