diff --git a/controllers/horizontalrunnerautoscaler_controller.go b/controllers/horizontalrunnerautoscaler_controller.go
index e007cbe6..eb6b281f 100644
--- a/controllers/horizontalrunnerautoscaler_controller.go
+++ b/controllers/horizontalrunnerautoscaler_controller.go
@@ -149,13 +149,7 @@ func (r *HorizontalRunnerAutoscalerReconciler) Reconcile(req ctrl.Request) (ctrl
 			updated = hra.DeepCopy()
 		}
 
-		var cacheEntries []v1alpha1.CacheEntry
-
-		for _, ent := range updated.Status.CacheEntries {
-			if ent.ExpirationTime.Before(&metav1.Time{Time: now}) {
-				cacheEntries = append(cacheEntries, ent)
-			}
-		}
+		cacheEntries := getValidCacheEntries(updated, now)
 
 		var cacheDuration time.Duration
 
@@ -183,6 +177,18 @@ func (r *HorizontalRunnerAutoscalerReconciler) Reconcile(req ctrl.Request) (ctrl
 	return ctrl.Result{}, nil
 }
 
+func getValidCacheEntries(hra *v1alpha1.HorizontalRunnerAutoscaler, now time.Time) []v1alpha1.CacheEntry {
+	var cacheEntries []v1alpha1.CacheEntry
+
+	for _, ent := range hra.Status.CacheEntries {
+		if ent.ExpirationTime.After(now) {
+			cacheEntries = append(cacheEntries, ent)
+		}
+	}
+
+	return cacheEntries
+}
+
 func (r *HorizontalRunnerAutoscalerReconciler) SetupWithManager(mgr ctrl.Manager) error {
 	name := "horizontalrunnerautoscaler-controller"
 	if r.Name != "" {
diff --git a/controllers/horizontalrunnerautoscaler_controller_test.go b/controllers/horizontalrunnerautoscaler_controller_test.go
new file mode 100644
index 00000000..d8f0940a
--- /dev/null
+++ b/controllers/horizontalrunnerautoscaler_controller_test.go
@@ -0,0 +1,49 @@
+package controllers
+
+import (
+	"github.com/google/go-cmp/cmp"
+	actionsv1alpha1 "github.com/summerwind/actions-runner-controller/api/v1alpha1"
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"testing"
+	"time"
+)
+
+func TestGetValidCacheEntries(t *testing.T) {
+	now := time.Now()
+
+	hra := &actionsv1alpha1.HorizontalRunnerAutoscaler{
+		Status: actionsv1alpha1.HorizontalRunnerAutoscalerStatus{
+			CacheEntries: []actionsv1alpha1.CacheEntry{
+				{
+					Key:            "foo",
+					Value:          1,
+					ExpirationTime: metav1.Time{Time: now.Add(-time.Second)},
+				},
+				{
+					Key:            "foo",
+					Value:          2,
+					ExpirationTime: metav1.Time{Time: now},
+				},
+				{
+					Key:            "foo",
+					Value:          3,
+					ExpirationTime: metav1.Time{Time: now.Add(time.Second)},
+				},
+			},
+		},
+	}
+
+	revs := getValidCacheEntries(hra, now)
+
+	counts := map[string]int{}
+
+	for _, r := range revs {
+		counts[r.Key] += r.Value
+	}
+
+	want := map[string]int{"foo": 3}
+
+	if d := cmp.Diff(want, counts); d != "" {
+		t.Errorf("%s", d)
+	}
+}