diff --git a/pkg/minikube/machine/cache_binaries.go b/pkg/minikube/machine/cache_binaries.go
index 86102647ff..ce6ec5494c 100644
--- a/pkg/minikube/machine/cache_binaries.go
+++ b/pkg/minikube/machine/cache_binaries.go
@@ -21,6 +21,7 @@ import (
 	"fmt"
 	"os"
 	"path"
+	"path/filepath"
 	"runtime"
 
 	"github.com/golang/glog"
@@ -63,7 +64,7 @@ func KubernetesReleaseURLSHA1(binaryName, version, osName, archName string) stri
 
 // CacheBinary will cache a binary on the host
 func CacheBinary(binary, version, osName, archName string) (string, error) {
-	targetDir := localpath.MakeMiniPath("cache", version)
+	targetDir := localpath.MakeMiniPath(filepath.Join("cache", osName), version)
 	targetFilepath := path.Join(targetDir, binary)
 
 	url := KubernetesReleaseURL(binary, version, osName, archName)