Top scorers
| # | Player | Goals | Apps |
|---|---|---|---|
| 1 | Y. Sentamu | 3 | 10 |
| 2 | I. Mubiru | 1 | 10 |
| 2 | L. Abdu | 1 | 8 |
| 2 | N. Yiga | 1 | 7 |
| 2 | A. Lawal | 1 | 7 |
Most appearances
| # | Player | Apps | Goals |
|---|---|---|---|
| 1 | S. Sentamu | 13 | 0 |
| 2 | L. Mulondo | 11 | 0 |
| 2 | A. Mandela | 11 | 0 |
| 4 | Y. Sentamu | 10 | 3 |
| 4 | I. Mubiru | 10 | 1 |
| 4 | A. Mudekereza | 10 | 0 |
| 4 | B. Anukani | 10 | 0 |
| 4 | M. Karisa | 10 | 0 |
| 4 | I. Orit | 10 | 0 |
| 10 | H. Mukundane | 9 | 0 |
| 11 | L. Abdu | 8 | 1 |
| 11 | O. Osomba | 8 | 0 |
| 13 | N. Yiga | 7 | 1 |
| 13 | A. Lawal | 7 | 1 |
| 13 | M. Kizza | 7 | 0 |
| 16 | K. Watambala | 6 | 0 |
| 16 | M. Juuko | 6 | 0 |
| 16 | D. Galiwango | 6 | 0 |
| 19 | D. Titty | 5 | 0 |
| 20 | F. Mutombora | 3 | 0 |
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Biggest wins
| 10 Sep 2022 CAF Champions League |
 Olympique Réal |
0–3 | Vipers |
| 27 Sep 2025 CAF Champions League |
Vipers |
1–0 |  African Stars |
| 19 Sep 2025 CAF Champions League |
African Stars |
0–1 | Vipers |
| 26 Aug 2023 CAF Champions League |
Vipers |
2–1 |  Jwaneng Galaxy FC |
| 17 Sep 2022 CAF Champions League |
Vipers |
1–0 | Olympique Réal |
| 11 Mar 2017 CAF Confederation Cup |
Vipers |
1–0 |  Platinum Stars |
Heaviest defeats
| 10 Feb 2023 CAF Champions League |
 Raja Casablanca |
5–0 | Vipers |
| 20 Aug 2023 CAF Champions League |
Jwaneng Galaxy FC |
2–0 | Vipers |
| 31 Mar 2023 CAF Champions League |
 Horoya |
2–0 | Vipers |
| 18 Mar 2017 CAF Confederation Cup |
Platinum Stars |
3–1 | Vipers |
| 19 Oct 2025 CAF Champions League |
Vipers |
1–2 |  Power Dynamos |
| 7 Mar 2023 CAF Champions League |
 Simba |
1–0 | Vipers |
| 25 Feb 2023 CAF Champions League |
Vipers |
0–1 | Simba |
| 6 Dec 2020 CAF Champions League |
 Al Hilal Omdurman |
1–0 | Vipers |
Records cover matches on this site: match sheets, plus season totals entered for older seasons. Ages use full dates of birth.