diff --git a/COMMANDS.md b/COMMANDS.md
index 5dc784f6..24a8d396 100644
--- a/COMMANDS.md
+++ b/COMMANDS.md
@@ -315,9 +315,9 @@ Displays the root directory where versions and shims are kept.
 
 ## `pyenv prefix`
 
-Displays the directory where a Python version is installed. If no
-version is given, `pyenv prefix` displays the location of the
-currently selected version.
+Displays the directories where the given Python versions are installed,
+separated by colons. If no version is given, `pyenv prefix` displays the
+locations of the currently selected versions.
 
     $ pyenv prefix 3.9.7
     /home/user/.pyenv/versions/3.9.7
diff --git a/libexec/pyenv-prefix b/libexec/pyenv-prefix
index 9cd0715d..e244e76a 100755
--- a/libexec/pyenv-prefix
+++ b/libexec/pyenv-prefix
@@ -1,10 +1,10 @@
 #!/usr/bin/env bash
-# Summary: Display prefix for a Python version
-# Usage: pyenv prefix [<version>]
+# Summary: Display prefixes for Python versions
+# Usage: pyenv prefix [<version>...]
 #
-# Displays the directory where a Python version is installed. If no
-# version is given, `pyenv prefix' displays the location of the
-# currently selected version.
+# Displays the directories where the given Python versions are installed,
+# separated by colons. If no version is given, `pyenv prefix' displays the
+# locations of the currently selected versions.
 
 set -e
 [ -n "$PYENV_DEBUG" ] && set -x