diff --git a/pkg/scheduler/api/compatibility/BUILD b/pkg/scheduler/api/compatibility/BUILD
index 2442cfceb4f..ad80f18ad43 100644
--- a/pkg/scheduler/api/compatibility/BUILD
+++ b/pkg/scheduler/api/compatibility/BUILD
@@ -10,6 +10,7 @@ go_test(
         "//pkg/scheduler/api:go_default_library",
         "//pkg/scheduler/api/latest:go_default_library",
         "//pkg/scheduler/apis/config:go_default_library",
+        "//pkg/scheduler/core:go_default_library",
         "//pkg/scheduler/factory:go_default_library",
         "//pkg/scheduler/framework/plugins:go_default_library",
         "//staging/src/k8s.io/api/core/v1:go_default_library",
diff --git a/pkg/scheduler/api/compatibility/compatibility_test.go b/pkg/scheduler/api/compatibility/compatibility_test.go
index 902ac57eba2..676792000b6 100644
--- a/pkg/scheduler/api/compatibility/compatibility_test.go
+++ b/pkg/scheduler/api/compatibility/compatibility_test.go
@@ -18,7 +18,6 @@ package compatibility
 
 import (
 	"fmt"
-	"reflect"
 	"testing"
 
 	v1 "k8s.io/api/core/v1"
@@ -34,6 +33,7 @@ import (
 	latestschedulerapi "k8s.io/kubernetes/pkg/scheduler/api/latest"
 	kubeschedulerconfig "k8s.io/kubernetes/pkg/scheduler/apis/config"
 	schedulerconfig "k8s.io/kubernetes/pkg/scheduler/apis/config"
+	"k8s.io/kubernetes/pkg/scheduler/core"
 	"k8s.io/kubernetes/pkg/scheduler/factory"
 	schedulerframework "k8s.io/kubernetes/pkg/scheduler/framework/plugins"
 )
@@ -1196,7 +1196,6 @@ func TestCompatibility_v1_Scheduler(t *testing.T) {
 			},
 		},
 	}
-
 	registeredPredicates := sets.NewString(factory.ListRegisteredFitPredicates()...)
 	registeredPriorities := sets.NewString(factory.ListRegisteredPriorityFunctions()...)
 	seenPredicates := sets.NewString()
@@ -1210,20 +1209,10 @@ func TestCompatibility_v1_Scheduler(t *testing.T) {
 			t.Errorf("%s: Error decoding: %v", v, err)
 			continue
 		}
-		for _, predicate := range policy.Predicates {
-			seenPredicates.Insert(predicate.Name)
-		}
-		for _, priority := range policy.Priorities {
-			seenPriorities.Insert(priority.Name)
-		}
-		if !reflect.DeepEqual(policy, tc.ExpectedPolicy) {
-			t.Errorf("%s: Expected:\n\t%#v\nGot:\n\t%#v", v, tc.ExpectedPolicy, policy)
-		}
 		policyConfigMap := v1.ConfigMap{
 			ObjectMeta: metav1.ObjectMeta{Namespace: metav1.NamespaceSystem, Name: "scheduler-custom-policy-config"},
 			Data:       map[string]string{schedulerconfig.SchedulerPolicyConfigMapKey: tc.JSON},
 		}
-		policyConfigMap.APIVersion = "v1"
 		client := fake.NewSimpleClientset(&policyConfigMap)
 		algorithmSrc := schedulerconfig.SchedulerAlgorithmSource{
 			Policy: &schedulerconfig.SchedulerPolicySource{
@@ -1235,7 +1224,7 @@ func TestCompatibility_v1_Scheduler(t *testing.T) {
 		}
 		informerFactory := informers.NewSharedInformerFactory(client, 0)
 
-		if _, err := scheduler.New(
+		sched, err := scheduler.New(
 			client,
 			informerFactory.Core().V1().Nodes(),
 			informerFactory.Core().V1().Pods(),
@@ -1254,10 +1243,50 @@ func TestCompatibility_v1_Scheduler(t *testing.T) {
 			schedulerframework.NewDefaultRegistry(),
 			nil,
 			[]kubeschedulerconfig.PluginConfig{},
-		); err != nil {
+		)
+		if err != nil {
 			t.Errorf("%s: Error constructing: %v", v, err)
 			continue
 		}
+		schedPredicates := sets.NewString()
+		for p := range sched.Algorithm.Predicates() {
+			schedPredicates.Insert(p)
+		}
+		wantPredicates := sets.NewString()
+		wantPredicates.Insert("CheckNodeCondition") // mandatory predicate
+		for _, p := range tc.ExpectedPolicy.Predicates {
+			wantPredicates.Insert(p.Name)
+			seenPredicates.Insert(p.Name)
+		}
+		if !schedPredicates.Equal(wantPredicates) {
+			t.Errorf("Expected predicates %v, got %v", wantPredicates, schedPredicates)
+		}
+		schedPrioritizers := sets.NewString()
+		for _, p := range sched.Algorithm.Prioritizers() {
+			schedPrioritizers.Insert(p.Name)
+			seenPriorities.Insert(p.Name)
+		}
+		wantPrioritizers := sets.NewString()
+		for _, p := range tc.ExpectedPolicy.Priorities {
+			wantPrioritizers.Insert(p.Name)
+		}
+		if !schedPrioritizers.Equal(wantPrioritizers) {
+			t.Errorf("Expected prioritizers %v, got %v", wantPrioritizers, schedPrioritizers)
+		}
+		schedExtenders := sched.Algorithm.Extenders()
+		var wantExtenders []*core.HTTPExtender
+		for _, e := range tc.ExpectedPolicy.ExtenderConfigs {
+			extender, err := core.NewHTTPExtender(&e)
+			if err != nil {
+				t.Errorf("Error transforming extender: %+v", e)
+			}
+			wantExtenders = append(wantExtenders, extender.(*core.HTTPExtender))
+		}
+		for i := range schedExtenders {
+			if !core.Equal(wantExtenders[i], schedExtenders[i].(*core.HTTPExtender)) {
+				t.Errorf("Got extender #%d %+v, want %+v", i, schedExtenders[i], wantExtenders[i])
+			}
+		}
 	}
 
 	if !seenPredicates.HasAll(registeredPredicates.List()...) {
diff --git a/pkg/scheduler/core/extender.go b/pkg/scheduler/core/extender.go
index 0b21d732ffa..8a1b10f51ff 100644
--- a/pkg/scheduler/core/extender.go
+++ b/pkg/scheduler/core/extender.go
@@ -114,6 +114,36 @@ func NewHTTPExtender(config *schedulerapi.ExtenderConfig) (algorithm.SchedulerEx
 	}, nil
 }
 
+// Equal is used to check if two extenders are equal
+// ignoring the client field, exported for testing
+func Equal(e1, e2 *HTTPExtender) bool {
+	if e1.extenderURL != e2.extenderURL {
+		return false
+	}
+	if e1.preemptVerb != e2.preemptVerb {
+		return false
+	}
+	if e1.prioritizeVerb != e2.prioritizeVerb {
+		return false
+	}
+	if e1.bindVerb != e2.bindVerb {
+		return false
+	}
+	if e1.weight != e2.weight {
+		return false
+	}
+	if e1.nodeCacheCapable != e2.nodeCacheCapable {
+		return false
+	}
+	if !e1.managedResources.Equal(e2.managedResources) {
+		return false
+	}
+	if e1.ignorable != e2.ignorable {
+		return false
+	}
+	return true
+}
+
 // Name returns extenderURL to identify the extender.
 func (h *HTTPExtender) Name() string {
 	return h.extenderURL
diff --git a/pkg/scheduler/core/generic_scheduler.go b/pkg/scheduler/core/generic_scheduler.go
index fb24bf098a2..71ddd61a1ce 100644
--- a/pkg/scheduler/core/generic_scheduler.go
+++ b/pkg/scheduler/core/generic_scheduler.go
@@ -144,6 +144,9 @@ type ScheduleAlgorithm interface {
 	// Prioritizers returns a slice of priority config. This is exposed for
 	// testing.
 	Prioritizers() []priorities.PriorityConfig
+	// Extenders returns a slice of extender config. This is exposed for
+	// testing.
+	Extenders() []algorithm.SchedulerExtender
 }
 
 // ScheduleResult represents the result of one pod scheduled. It will contain
@@ -280,6 +283,10 @@ func (g *genericScheduler) Predicates() map[string]predicates.FitPredicate {
 	return g.predicates
 }
 
+func (g *genericScheduler) Extenders() []algorithm.SchedulerExtender {
+	return g.extenders
+}
+
 // selectHost takes a prioritized list of nodes and then picks one
 // in a reservoir sampling manner from the nodes that had the highest score.
 func (g *genericScheduler) selectHost(priorityList schedulerapi.HostPriorityList) (string, error) {
diff --git a/pkg/scheduler/scheduler_test.go b/pkg/scheduler/scheduler_test.go
index e0e296b82f5..b02f8acee86 100644
--- a/pkg/scheduler/scheduler_test.go
+++ b/pkg/scheduler/scheduler_test.go
@@ -163,6 +163,9 @@ func (es mockScheduler) Predicates() map[string]predicates.FitPredicate {
 func (es mockScheduler) Prioritizers() []priorities.PriorityConfig {
 	return nil
 }
+func (es mockScheduler) Extenders() []algorithm.SchedulerExtender {
+	return nil
+}
 
 func (es mockScheduler) Preempt(pc *framework.PluginContext, pod *v1.Pod, scheduleErr error) (*v1.Node, []*v1.Pod, []*v1.Pod, error) {
 	return nil, nil, nil, nil