Japanese media website, Animeanime, has recently asked their users the question: Which anime series from the summer 2017 line-up did you enjoy the most? The data was accumulated from August 28, 2017 to August 31, 2017.
10 (tie). 
10 (tie). Welcome to the Ballroom
8 (tie). Knight’s & Magic
8 (tie). Isekai Shokudou
7. Princess Principal
6. Fate/Apocrypha
5. Youkoso Jitsuryoku Shijou Shugi no Kyoushitsu e
4. Kakegurui
3. Gamers!
2. New Game!!
1. Aho Girl
