diff --git a/dev/create-release/release-build.sh b/dev/create-release/release-build.sh
index 93ec3684ccc49..8617c2f301d1e 100755
--- a/dev/create-release/release-build.sh
+++ b/dev/create-release/release-build.sh
@@ -172,7 +172,7 @@ is_preview = bool(re.search(r'-preview\d*$', release_version))
 base_version = re.sub(r'-preview\d*$', '', release_version)
 
 stable_newline = f'  <li><a href="{{{{site.baseurl}}}}/docs/{release_version}/">Spark {release_version}</a></li>'
-preview_newline = f'  <li><a href="{{{{site.baseurl}}}}/docs/{release_version}/">Spark {release_version} preview</a></li>'
+preview_newline = f'  <li><a href="{{{{site.baseurl}}}}/docs/{release_version}/">Spark {release_version}</a></li>'
 
 inserted = False