* 5-speed manual: This was a standard option across various models.
* 4-speed automatic: Also available across a range of models.
* 5-speed automatic: This was available on some V6 models.
Therefore, there's no single answer. You'd need to know the specific trim level and engine of the 2006 Mustang to know for certain which transmission it has.