Bitcoin is traceable. This means that it does not provide privacy. Note that cash is also traceable in edge cases thanks to serial numbers.
Bitcoin is definitely anonymous. Consider: a wallet has no PII attached to it, beyond what you give it via transactions. Contrast this with a credit card, which typically has PII as an integral part of the way it operates.