No, I don't think that there is any suggestion of 'of all time' here. It's talking about the current time, and is equivalent to 'the best show around' (at the moment).
2015年4月18日
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It may do but you would probably say : "the best show ever / there has ever been". The context should make this clearer.
It probably means that it is the best show currently being broadcast.