diff --git a/pkg/kubelet/cadvisor/cadvisor_linux.go b/pkg/kubelet/cadvisor/cadvisor_linux.go
index 370e374df55..26b5c60eb87 100644
--- a/pkg/kubelet/cadvisor/cadvisor_linux.go
+++ b/pkg/kubelet/cadvisor/cadvisor_linux.go
@@ -39,9 +39,7 @@ import (
 	cadvisorapiv2 "github.com/google/cadvisor/info/v2"
 	"github.com/google/cadvisor/manager"
 	"github.com/google/cadvisor/utils/sysfs"
-	utilfeature "k8s.io/apiserver/pkg/util/feature"
 	"k8s.io/klog/v2"
-	kubefeatures "k8s.io/kubernetes/pkg/features"
 	"k8s.io/utils/pointer"
 )
 
@@ -94,11 +92,6 @@ func New(imageFsInfoProvider ImageFsInfoProvider, rootPath string, cgroupRoots [
 		cadvisormetrics.OOMMetrics:          struct{}{},
 	}
 
-	// Only add the Accelerator metrics if the feature is inactive
-	if !utilfeature.DefaultFeatureGate.Enabled(kubefeatures.DisableAcceleratorUsageMetrics) {
-		includedMetrics[cadvisormetrics.AcceleratorUsageMetrics] = struct{}{}
-	}
-
 	if usingLegacyStats || localStorageCapacityIsolation {
 		includedMetrics[cadvisormetrics.DiskUsageMetrics] = struct{}{}
 	}