Mixers can completely anonymize your bitcoins if the coins they are mixed with also remain anonymous.
If you have 10 telephone numbers and ten people you can tell which is whom, but if you can solve 9 of them, 10th is automatically revealed. Even if that person used a new telephone number for each of his call.