Pep Guardiola's side are unbeaten in the Bundesliga this season having won 20 of their 22 league games, and sit 19 points clear of second-placed Bayer Leverkusen.
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And while their achievements have led to some suggesting the lack of competition is having a detrimental effect on German football as a whole, Rummenigge believes his side should be lauded for their achievements.
"I don't remember anyone in Sochi [at the Winter Olympics] demanding that the dominant German luge competitors should go slower so that that the opposition could keep up," he told Bayern's official magazine.
"Bayern Munich will neither excuse nor apologise our fine work.
"It should be remembered that this is a sporting competition, which is about achieving the best conditions and putting on the best performances and imposing yourself on the opponent, whether it be at the Winter Olympics or the Bundesliga."
Bayern will be aiming to continue their 100 per cent record in 2014 on Saturday when they host Schalke.