diff --git a/DESCRIPTION b/DESCRIPTION
index 3c6feb9ba..7897b2213 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -1,6 +1,6 @@
 Package: parsnip
 Title: A Common API to Modeling and Analysis Functions
-Version: 1.0.3.9001
+Version: 1.0.3.9002
 Authors@R: c(
     person("Max", "Kuhn", , "max@rstudio.com", role = c("aut", "cre")),
     person("Davis", "Vaughan", , "davis@rstudio.com", role = "aut"),
diff --git a/R/multinom_reg.R b/R/multinom_reg.R
index 64bb10774..5e23ba544 100644
--- a/R/multinom_reg.R
+++ b/R/multinom_reg.R
@@ -237,12 +237,13 @@ multi_predict._multnet <-
       names(pred) <- NULL
       pred <- map_dfr(pred, function(x) x)
       pred$penalty <- rep(penalty, each = nrow(new_data))
+      pred <- dplyr::relocate(pred, penalty)
     } else {
       pred <-
         tibble(
           .row = rep(1:nrow(new_data), length(penalty)),
-          .pred_class = factor(as.vector(pred), levels = object$lvl),
-          penalty = rep(penalty, each = nrow(new_data))
+          penalty = rep(penalty, each = nrow(new_data)),
+          .pred_class = factor(as.vector(pred), levels = object$lvl)
         )
     }