diff --git a/hack/update/kubeadm_constants/update_kubeadm_constants.go b/hack/update/kubeadm_constants/update_kubeadm_constants.go
index 22b58fc50f..aae2ac6322 100644
--- a/hack/update/kubeadm_constants/update_kubeadm_constants.go
+++ b/hack/update/kubeadm_constants/update_kubeadm_constants.go
@@ -70,7 +70,8 @@ func main() {
 		if err != nil {
 			klog.Fatal(err)
 		}
-		imageVersions = append(imageVersions, stableImageVersion, latestImageVersion, edgeImageVersion)
+		uniqueMM := filterLatestUniqueMM([]string{stableImageVersion, latestImageVersion, edgeImageVersion})
+		imageVersions = append(imageVersions, uniqueMM...)
 	} else if semver.IsValid(inputVersion) {
 		imageVersions = append(imageVersions, inputVersion)
 	} else {
@@ -106,6 +107,23 @@ func main() {
 	}
 }
 
+func filterLatestUniqueMM(versions []string) []string {
+	if len(versions) < 2 {
+		return versions
+	}
+	semver.Sort(versions)
+	uniqueMMVersions := []string{}
+	last := versions[0]
+	for _, ver := range versions {
+		if semver.MajorMinor(last) != semver.MajorMinor(ver) {
+			uniqueMMVersions = append(uniqueMMVersions, last)
+		}
+		last = ver
+	}
+	uniqueMMVersions = append(uniqueMMVersions, last)
+	return uniqueMMVersions
+}
+
 func getKubeadmImagesMapString(version string) (string, error) {
 	url := fmt.Sprintf(kubeadmReleaseURL, version)
 	fileName := fmt.Sprintf(kubeadmBinaryName, version)