Boro debutant Chuba Akpom opened the scoring in the 19th minute before Bright Osayi-Samuel drew the hosts level before half-time.
Our Boro writer Joe Nicholson has dished out his marks following the match – scroll down and flick through the pages of our picture gallery to see who shone and who struggled for the visitors:
5. Paddy McNair - 7
Another assist from a corner for Akpom’s opener. Had his hands full defensively at times. 7 Photo: Getty Images
6. Marvin Johnson - 5
A tough afternoon against Ilias Chair. Crossing was wasteful when he got forward. 5 Photo: Richard Sellers
7. Jonny Howson - 6
Looked a little slow in the engine room against Rangers’ sharp playmakers. Grew into the game. 6 Photo: Getty Images
8. George Saville - 6
Snapped into some early challenges and flung himself at a few shots as Boro's midfield wrestled for control. 6 Photo: Alex Davidson