Please be aware that Taipei has multiple airports and that these results are for all airports serving the city.
The best day to arrive at Taipei is Sunday and it would be best to avoid Thursday, as prices are on average 30.68% higher than on Sunday. (Average prices, based on 893 datapoints.)