In this note, I define error exponents and strong converse for the tasks of distinguishability distillation dilution. These are counterparts to one-shot distillable cost, as previously defined in resource theory asymmetric distinguishability. show that they can be evaluated by semi-definite programming, establish a number their properties, bound them using Rényi relative entropies, relate each ...