diff --git a/pkg/scheduler/framework/plugins/volumebinding/metrics/metrics.go b/pkg/scheduler/framework/plugins/volumebinding/metrics/metrics.go
index 1ad451bbfe2..02e80c130d2 100644
--- a/pkg/scheduler/framework/plugins/volumebinding/metrics/metrics.go
+++ b/pkg/scheduler/framework/plugins/volumebinding/metrics/metrics.go
@@ -41,7 +41,7 @@ var (
 			Subsystem:         VolumeSchedulerSubsystem,
 			Name:              "scheduling_duration_seconds",
 			Help:              "Volume scheduling stage latency (Deprecated since 1.19.0)",
-			Buckets:           metrics.ExponentialBuckets(1000, 2, 15),
+			Buckets:           metrics.ExponentialBuckets(0.001, 2, 15),
 			StabilityLevel:    metrics.ALPHA,
 			DeprecatedVersion: "1.19.0",
 		},