Mixing doesn't ensure 100% anonymity with bitcoin, it helps to break the connection with your address and receive coins from different source but government agencies wre going against the mixers even though it's not illegal to mix coins due to the reason like it's used to launder hacked funds on multiple occasions.

So the answer depends on who you want to hide it, if it's about government then mixing won't be enough but it helps with other use cases.