| Date of birth | 10 May 1869 |
| Place of birth | Barrhead, Renfrew |
| Position | Half back |
Stevenson joined Arsenal from Third Lanark and moved on to Thames Iron Works.
| Season | Team | Competition | Apps | Subs | Goals | Y | R |
|---|---|---|---|---|---|---|---|
| 1894-95 | Arsenal | League Division Two | 7 |
Please note: Career stats are based on performances in the Premier and Football Leagues and (in most cases all) internationals.
| Date | Match | Result | Competition | Round | |
|---|---|---|---|---|---|
| 01 Sep 1894 | Lincoln City v Woolwich Arsenal | L | 5-2 | League Division Two | |
| 10 Sep 1894 | Woolwich Arsenal v Grimsby Town | L | 1-3 | League Division Two | |
| 15 Sep 1894 | Burton Swifts v Woolwich Arsenal | L | 3-0 | League Division Two | |
| 22 Sep 1894 | Woolwich Arsenal v Bury | W | 4-2 | League Division Two | |
| 29 Sep 1894 | Woolwich Arsenal v Manchester City | W | 4-2 | League Division Two | |
| 06 Oct 1894 | Woolwich Arsenal v Lincoln City | W | 5-2 | League Division Two | |
| 13 Oct 1894 | Newton Heath v Woolwich Arsenal | D | 3-3 | League Division Two | |
Please note: Match history is complete for the Premier and Football Leagues and (in most cases all) internationals.