A distributionally exact confidence interval, based on a likelihood score statistic, is derived for the relative potency estimated from a single multivariate bioassay. Comparisons are made with distributionally approximate intervals derived from the likelihood ratio statistic. A modified likelihood ratio interval, using a Bartlett correction factor, is also mentioned.