diff --git a/pkg/kubelet/server/metrics/metrics.go b/pkg/kubelet/server/metrics/metrics.go
index 48ad2d145d0..1694ac9bc5c 100644
--- a/pkg/kubelet/server/metrics/metrics.go
+++ b/pkg/kubelet/server/metrics/metrics.go
@@ -38,7 +38,7 @@ var (
 		// server_type aims to differentiate the readonly server and the readwrite server.
 		// long_running marks whether the request is long-running or not.
 		// Currently, long-running requests include exec/attach/portforward/debug.
-		[]string{"method", "path", "host", "server_type", "long_running"},
+		[]string{"method", "path", "server_type", "long_running"},
 	)
 	// HTTPRequestsDuration tracks the duration in seconds to serve http requests.
 	HTTPRequestsDuration = prometheus.NewHistogramVec(
@@ -49,7 +49,7 @@ var (
 			// Use DefBuckets for now, will customize the buckets if necessary.
 			Buckets: prometheus.DefBuckets,
 		},
-		[]string{"method", "path", "host", "server_type", "long_running"},
+		[]string{"method", "path", "server_type", "long_running"},
 	)
 	// HTTPInflightRequests tracks the number of the inflight http requests.
 	HTTPInflightRequests = prometheus.NewGaugeVec(
@@ -58,7 +58,7 @@ var (
 			Name:      "http_inflight_requests",
 			Help:      "Number of the inflight http requests",
 		},
-		[]string{"method", "path", "host", "server_type", "long_running"},
+		[]string{"method", "path", "server_type", "long_running"},
 	)
 )
 
diff --git a/pkg/kubelet/server/server.go b/pkg/kubelet/server/server.go
index e4e9f94208e..f4206d0cb85 100644
--- a/pkg/kubelet/server/server.go
+++ b/pkg/kubelet/server/server.go
@@ -859,17 +859,17 @@ func (s *Server) ServeHTTP(w http.ResponseWriter, req *http.Request) {
 		serverType = "readwrite"
 	}
 
-	method, path, host := req.Method, trimURLPath(req.URL.Path), req.URL.Host
+	method, path := req.Method, trimURLPath(req.URL.Path)
 
 	longRunning := strconv.FormatBool(isLongRunningRequest(path))
 
-	servermetrics.HTTPRequests.WithLabelValues(method, path, host, serverType, longRunning).Inc()
+	servermetrics.HTTPRequests.WithLabelValues(method, path, serverType, longRunning).Inc()
 
-	servermetrics.HTTPInflightRequests.WithLabelValues(method, path, host, serverType, longRunning).Inc()
-	defer servermetrics.HTTPInflightRequests.WithLabelValues(method, path, host, serverType, longRunning).Dec()
+	servermetrics.HTTPInflightRequests.WithLabelValues(method, path, serverType, longRunning).Inc()
+	defer servermetrics.HTTPInflightRequests.WithLabelValues(method, path, serverType, longRunning).Dec()
 
 	startTime := time.Now()
-	defer servermetrics.HTTPRequestsDuration.WithLabelValues(method, path, host, serverType, longRunning).Observe(servermetrics.SinceInSeconds(startTime))
+	defer servermetrics.HTTPRequestsDuration.WithLabelValues(method, path, serverType, longRunning).Observe(servermetrics.SinceInSeconds(startTime))
 
 	s.restfulCont.ServeHTTP(w, req)
 }