diff --git a/pkg/scheduler/framework/runtime/framework.go b/pkg/scheduler/framework/runtime/framework.go
index 6eeab0c47b1..c331a68702c 100644
--- a/pkg/scheduler/framework/runtime/framework.go
+++ b/pkg/scheduler/framework/runtime/framework.go
@@ -358,6 +358,12 @@ func NewFramework(r Registry, profile *config.KubeSchedulerProfile, stopCh <-cha
 		options.captureProfile(outputProfile)
 	}
 
+	f.setInstrumentedPlugins()
+	return f, nil
+}
+
+// setInstrumentedPlugins initializes instrumented plugins from current plugins that frameworkImpl has.
+func (f *frameworkImpl) setInstrumentedPlugins() {
 	// Cache metric streams for prefilter and filter plugins.
 	for i, pl := range f.preFilterPlugins {
 		f.preFilterPlugins[i] = &instrumentedPreFilterPlugin{
@@ -372,7 +378,19 @@ func NewFramework(r Registry, profile *config.KubeSchedulerProfile, stopCh <-cha
 		}
 	}
 
-	return f, nil
+	// Cache metric streams for prescore and score plugins.
+	for i, pl := range f.preScorePlugins {
+		f.preScorePlugins[i] = &instrumentedPreScorePlugin{
+			PreScorePlugin: f.preScorePlugins[i],
+			metric:         metrics.PluginEvaluationTotal.WithLabelValues(pl.Name(), metrics.PreScore, f.profileName),
+		}
+	}
+	for i, pl := range f.scorePlugins {
+		f.scorePlugins[i] = &instrumentedScorePlugin{
+			ScorePlugin: f.scorePlugins[i],
+			metric:      metrics.PluginEvaluationTotal.WithLabelValues(pl.Name(), metrics.Score, f.profileName),
+		}
+	}
 }
 
 func (f *frameworkImpl) SetPodNominator(n framework.PodNominator) {
diff --git a/pkg/scheduler/framework/runtime/instrumented_plugins.go b/pkg/scheduler/framework/runtime/instrumented_plugins.go
index 152d6788a9e..ee117c5e625 100644
--- a/pkg/scheduler/framework/runtime/instrumented_plugins.go
+++ b/pkg/scheduler/framework/runtime/instrumented_plugins.go
@@ -52,3 +52,32 @@ func (p *instrumentedPreFilterPlugin) PreFilter(ctx context.Context, state *fram
 	}
 	return result, status
 }
+
+type instrumentedPreScorePlugin struct {
+	framework.PreScorePlugin
+
+	metric compbasemetrics.CounterMetric
+}
+
+var _ framework.PreScorePlugin = &instrumentedPreScorePlugin{}
+
+func (p *instrumentedPreScorePlugin) PreScore(ctx context.Context, state *framework.CycleState, pod *v1.Pod, nodes []*v1.Node) *framework.Status {
+	status := p.PreScorePlugin.PreScore(ctx, state, pod, nodes)
+	if !status.IsSkip() {
+		p.metric.Inc()
+	}
+	return status
+}
+
+type instrumentedScorePlugin struct {
+	framework.ScorePlugin
+
+	metric compbasemetrics.CounterMetric
+}
+
+var _ framework.ScorePlugin = &instrumentedScorePlugin{}
+
+func (p *instrumentedScorePlugin) Score(ctx context.Context, state *framework.CycleState, pod *v1.Pod, nodeName string) (int64, *framework.Status) {
+	p.metric.Inc()
+	return p.ScorePlugin.Score(ctx, state, pod, nodeName)
+}