diff --git a/pkg/scheduler/metrics/metrics.go b/pkg/scheduler/metrics/metrics.go
index bafbf214a4c..08167a356a3 100644
--- a/pkg/scheduler/metrics/metrics.go
+++ b/pkg/scheduler/metrics/metrics.go
@@ -159,8 +159,8 @@ var (
 			Subsystem: SchedulerSubsystem,
 			Name:      "pod_scheduling_duration_seconds",
 			Help:      "E2e latency for a pod being scheduled which may include multiple scheduling attempts.",
-			// Start with 1ms with the last bucket being [~16s, Inf)
-			Buckets:        metrics.ExponentialBuckets(0.001, 2, 15),
+			// Start with 10ms with the last bucket being [~88m, Inf).
+			Buckets:        metrics.ExponentialBuckets(0.01, 2, 20),
 			StabilityLevel: metrics.ALPHA,
 		},
 		[]string{"attempts"})