diff --git a/pkg/minikube/machine/cache_images.go b/pkg/minikube/machine/cache_images.go
index 862bd918c317..4aab4766574c 100644
--- a/pkg/minikube/machine/cache_images.go
+++ b/pkg/minikube/machine/cache_images.go
@@ -118,7 +118,7 @@ func LoadCachedImages(cc *config.ClusterConfig, runner command.Runner, images []
 		})
 	}
 	if err := g.Wait(); err != nil {
-		return errors.Wrap(err, "loading cached images")
+		return errors.Wrap(err, "LoadCachedImages")
 	}
 	klog.Infoln("Successfully loaded all cached images")
 	return nil
@@ -223,7 +223,6 @@ func DoLoadImages(images []string, profiles []*config.Profile, cacheDir string,
 
 		for _, n := range c.Nodes {
 			m := config.MachineName(*c, n)
-
 			status, err := Status(api, m)
 			if err != nil {
 				klog.Warningf("error getting status for %s: %v", m, err)
@@ -251,7 +250,7 @@ func DoLoadImages(images []string, profiles []*config.Profile, cacheDir string,
 				}
 				if err != nil {
 					failed = append(failed, m)
-					klog.Warningf("Failed to load cached images for profile %s. make sure the profile is running. %v", pName, err)
+					klog.Warningf("Failed to load cached images for %q: %v", pName, err)
 					continue
 				}
 				succeeded = append(succeeded, m)
@@ -259,8 +258,12 @@ func DoLoadImages(images []string, profiles []*config.Profile, cacheDir string,
 		}
 	}
 
-	klog.Infof("succeeded pushing to: %s", strings.Join(succeeded, " "))
-	klog.Infof("failed pushing to: %s", strings.Join(failed, " "))
+	if len(succeeded) > 0 {
+		klog.Infof("succeeded pushing to: %s", strings.Join(succeeded, " "))
+	}
+	if len(failed) > 0 {
+		klog.Infof("failed pushing to: %s", strings.Join(failed, " "))
+	}
 	// Live pushes are not considered a failure
 	return nil
 }
@@ -309,6 +312,9 @@ func transferAndLoadImage(cr command.Runner, k8s config.KubernetesConfig, src st
 
 	err = r.LoadImage(dst)
 	if err != nil {
+		if strings.Contains(err.Error(), "ctr: image might be filtered out") {
+			out.WarningT("The image '{{.imageName}}' does not match arch of the container runtime, use a multi-arch image instead", out.V{"imageName": imgName})
+		}
 		return errors.Wrapf(err, "%s load %s", r.Name(), dst)
 	}
 
diff --git a/test/integration/functional_test.go b/test/integration/functional_test.go
index fd50dadc4d07..fbcc05fece33 100644
--- a/test/integration/functional_test.go
+++ b/test/integration/functional_test.go
@@ -57,7 +57,7 @@ import (
 	"golang.org/x/build/kubernetes/api"
 )
 
-const addonResizer = "gcr.io/google-containers/addon-resizer"
+const echoServerImg = "gcr.io/k8s-minikube/kicbase-builds/echo-server"
 
 // validateFunc are for subtests that share a single setup
 type validateFunc func(context.Context, *testing.T, string)
@@ -182,10 +182,10 @@ func cleanupUnwantedImages(ctx context.Context, t *testing.T, profile string) {
 	if err != nil {
 		t.Skipf("docker is not installed, cannot delete docker images")
 	} else {
-		t.Run("delete addon-resizer images", func(t *testing.T) {
-			tags := []string{"1.8.8", profile}
+		t.Run("delete echo-server images", func(t *testing.T) {
+			tags := []string{"1.0", profile}
 			for _, tag := range tags {
-				image := fmt.Sprintf("%s:%s", addonResizer, tag)
+				image := fmt.Sprintf("%s:%s", echoServerImg, tag)
 				rr, err := Run(t, exec.CommandContext(ctx, "docker", "rmi", "-f", image))
 				if err != nil {
 					t.Logf("failed to remove image %q from docker images. args %q: %v", image, rr.Command(), err)
@@ -230,7 +230,7 @@ func validateNodeLabels(ctx context.Context, t *testing.T, profile string) {
 
 // tagAndLoadImage is a helper function to pull, tag, load image (decreases cyclomatic complexity for linter).
 func tagAndLoadImage(ctx context.Context, t *testing.T, profile, taggedImage string) {
-	newPulledImage := fmt.Sprintf("%s:%s", addonResizer, "1.8.9")
+	newPulledImage := fmt.Sprintf("%s:%s", echoServerImg, "1.8.9")
 	rr, err := Run(t, exec.CommandContext(ctx, "docker", "pull", newPulledImage))
 	if err != nil {
 		t.Fatalf("failed to setup test (pull image): %v\n%s", err, rr.Output())
@@ -325,8 +325,8 @@ func validateImageCommands(ctx context.Context, t *testing.T, profile string) {
 		checkImageExists(ctx, t, profile, newImage)
 	})
 
-	taggedImage := fmt.Sprintf("%s:%s", addonResizer, profile)
-	imageFile := "addon-resizer-save.tar"
+	taggedImage := fmt.Sprintf("%s:%s", echoServerImg, profile)
+	imageFile := "echo-server-save.tar"
 	var imagePath string
 	defer os.Remove(imageFile)
 
@@ -337,7 +337,7 @@ func validateImageCommands(ctx context.Context, t *testing.T, profile string) {
 			t.Fatalf("failed to get absolute path of file %q: %v", imageFile, err)
 		}
 
-		pulledImage := fmt.Sprintf("%s:%s", addonResizer, "1.8.8")
+		pulledImage := fmt.Sprintf("%s:%s", echoServerImg, "2.0")
 		rr, err := Run(t, exec.CommandContext(ctx, "docker", "pull", pulledImage))
 		if err != nil {
 			t.Fatalf("failed to setup test (pull image): %v\n%s", err, rr.Output())