| Bowler | Total wickets | Innings | Avg | Overs | BBI | SR |
| A Tye (AUS) | 31 | 18 | 18.93 | 68.3 | 4/23 | 13.25 |
| Shadab (PAK) | 28 | 19 | 17.42 | 73.4 | 3/19 | 15.78 |
| B Stanlake (AUS) | 25 | 16 | 18.40 | 59 | 4/8 | 14.16 |
| Rashid Khan (AFG) | 22 | 8 | 8.68 | 30 | 4/12 | 8.18 |
| Kuldeep (IND) | 21 | 9 | 9.80 | 34.3 | 5/24 | 9.85 |
| Mustafizur (BAN) | 21 | 13 | 21.19 | 45.1 | 3/31 | 12.9 |
| Y Chahal (IND) | 18 | 13 | 22.83 | 52 | 3/18 | 17.33 |
| K Paul (WI) | 17 | 13 | 23.17 | 48.4 | 5/15 | 17.1 |
| Shakib (BAN) | 15 | 11 | 17.73 | 40 | 5/20 | 16.0 |
| F Ashraf (PAK) | 15 | 18 | 24.06 | 51.1 | 3/5 | 20.46 |
| Hasan Ali (PAK) | 15 | 15 | 26.06 | 47 | 3/35 | 18.8 |
| M Amir (PAK) | 14 | 9 | 15.50 | 33 | 3/22 | 14.14 |
| Rubel (BAN) | 13 | 11 | 28.46 | 41.1 | 2/24 | 19.00 |
| A Rashid (ENG) | 12 | 9 | 20.50 | 36 | 3/11 | 18.00 |
| B Kumar (IND) | 12 | 11 | 22.16 | 40.4 | 5/24 | 20.33 |
| T Southee (NZ) | 12 | 11 | 25.58 | 39 | 3/13 | 19.50 |
| J Dala (SA) | 11 | 5 | 14.27 | 19 | 3/35 | 10.36 |
| S Afridi (PAK) | 11 | 7 | 18.45 | 26 | 3/20 | 14.18 |
| T Boult (NZ) | 11 | 8 | 25.27 | 29.5 | 3/50 | 16.27 |
| J Unadkat (IND) | 10 | 7 | 21.40 | 21.4 | 3/38 | 13.00 |
| K Williams (WI) | 10 | 7 | 24.00 | 23.4 | 4/28 | 14.20 |
| H Pandya (IND) | 10 | 8 | 24.30 | 30 | 4/38 | 18.00 |
| I Sodhi (NZ) | 10 | 12 | 37.40 | 45 | 2/25 | 27.00 |
Check out: Leading wicket-takers in T20 this year, ODIs
Glossary: Avg-Average, BBI-Best bowling innings, SR-Strike rate