Bukayo Saka 4/10
Went missing for most of the game as he failed to make an impact going forward. He also switched off when Arsenal had to defend, meaning he was ineffective on both ends.
Gabriel Martinelli 6/10
Probably the most tireless worker but couldn't find the back of the net despite attempting at least 3 good shots.
Declan Rice 5.5/10
A good first half was followed by a haphazard second half as he missed the ball on numerous occasions to allow Bayern Munich a free pass. Wasn't great at winning the ball back either.
William Saliba 7/10
Possibly among the only Arsenal players who gave their all, Saliba put in a composed shift to keep Harry Kane at bay.
Takehiro Tomiyasu 6.5/10
Defended decently enough in tense moments with Leroy Sane, especially before the break. Faded off in the second half and didn't contribute much to the attack.
The rest: Raya 6, White 6, Gabriel 6, Jorginho 5, Odegaard 6, Havertz 6.
Subs: Jesus 4, Trossard 4, Nketiah N/A.