diff --git a/pkg/scheduler/framework/runtime/framework.go b/pkg/scheduler/framework/runtime/framework.go
index a4118c573c4..6eeab0c47b1 100644
--- a/pkg/scheduler/framework/runtime/framework.go
+++ b/pkg/scheduler/framework/runtime/framework.go
@@ -358,6 +358,20 @@ func NewFramework(r Registry, profile *config.KubeSchedulerProfile, stopCh <-cha
 		options.captureProfile(outputProfile)
 	}
 
+	// Cache metric streams for prefilter and filter plugins.
+	for i, pl := range f.preFilterPlugins {
+		f.preFilterPlugins[i] = &instrumentedPreFilterPlugin{
+			PreFilterPlugin: f.preFilterPlugins[i],
+			metric:          metrics.PluginEvaluationTotal.WithLabelValues(pl.Name(), metrics.PreFilter, f.profileName),
+		}
+	}
+	for i, pl := range f.filterPlugins {
+		f.filterPlugins[i] = &instrumentedFilterPlugin{
+			FilterPlugin: f.filterPlugins[i],
+			metric:       metrics.PluginEvaluationTotal.WithLabelValues(pl.Name(), metrics.Filter, f.profileName),
+		}
+	}
+
 	return f, nil
 }
 
@@ -614,7 +628,6 @@ func (f *frameworkImpl) RunPreFilterPlugins(ctx context.Context, state *framewor
 			skipPlugins.Insert(pl.Name())
 			continue
 		}
-		metrics.PluginEvaluationTotal.WithLabelValues(pl.Name(), metrics.PreFilter, f.profileName).Inc()
 		if !s.IsSuccess() {
 			s.SetFailedPlugin(pl.Name())
 			if s.IsUnschedulable() {
@@ -732,7 +745,6 @@ func (f *frameworkImpl) RunFilterPlugins(
 		if state.SkipFilterPlugins.Has(pl.Name()) {
 			continue
 		}
-		metrics.PluginEvaluationTotal.WithLabelValues(pl.Name(), metrics.Filter, f.profileName).Inc()
 		if status := f.runFilterPlugin(ctx, pl, state, pod, nodeInfo); !status.IsSuccess() {
 			if !status.IsUnschedulable() {
 				// Filter plugins are not supposed to return any status other than
diff --git a/pkg/scheduler/framework/runtime/instrumented_plugins.go b/pkg/scheduler/framework/runtime/instrumented_plugins.go
new file mode 100644
index 00000000000..152d6788a9e
--- /dev/null
+++ b/pkg/scheduler/framework/runtime/instrumented_plugins.go
@@ -0,0 +1,54 @@
+/*
+Copyright 2023 The Kubernetes Authors.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package runtime
+
+import (
+	"context"
+
+	v1 "k8s.io/api/core/v1"
+	compbasemetrics "k8s.io/component-base/metrics"
+	"k8s.io/kubernetes/pkg/scheduler/framework"
+)
+
+type instrumentedFilterPlugin struct {
+	framework.FilterPlugin
+
+	metric compbasemetrics.CounterMetric
+}
+
+var _ framework.FilterPlugin = &instrumentedFilterPlugin{}
+
+func (p *instrumentedFilterPlugin) Filter(ctx context.Context, state *framework.CycleState, pod *v1.Pod, nodeInfo *framework.NodeInfo) *framework.Status {
+	p.metric.Inc()
+	return p.FilterPlugin.Filter(ctx, state, pod, nodeInfo)
+}
+
+type instrumentedPreFilterPlugin struct {
+	framework.PreFilterPlugin
+
+	metric compbasemetrics.CounterMetric
+}
+
+var _ framework.PreFilterPlugin = &instrumentedPreFilterPlugin{}
+
+func (p *instrumentedPreFilterPlugin) PreFilter(ctx context.Context, state *framework.CycleState, pod *v1.Pod) (*framework.PreFilterResult, *framework.Status) {
+	result, status := p.PreFilterPlugin.PreFilter(ctx, state, pod)
+	if !status.IsSkip() {
+		p.metric.Inc()
+	}
+	return result, status
+}