diff --git a/go.mod b/go.mod
index b43f06a5e..246cc1397 100644
--- a/go.mod
+++ b/go.mod
@@ -19,6 +19,7 @@ require (
 	github.com/spf13/cobra v1.8.1
 	github.com/spf13/pflag v1.0.5
 	github.com/stretchr/testify v1.10.0
+	github.com/unrolled/render v1.7.0
 	github.com/urfave/cli/v2 v2.27.1
 	golang.org/x/net v0.35.0
 	golang.org/x/term v0.29.0
diff --git a/go.sum b/go.sum
index 097b56147..6453add6e 100644
--- a/go.sum
+++ b/go.sum
@@ -139,6 +139,8 @@ github.com/stretchr/testify v1.10.0 h1:Xv5erBjTwe/5IxqUQTdXv5kgmIvbHo3QQyRwhJsOf
 github.com/stretchr/testify v1.10.0/go.mod h1:r2ic/lqez/lEtzL7wO/rwa5dbSLXVDPFyf8C91i36aY=
 github.com/syndtr/gocapability v0.0.0-20200815063812-42c35b437635 h1:kdXcSzyDtseVEc4yCz2qF8ZrQvIDBJLl4S1c3GCXmoI=
 github.com/syndtr/gocapability v0.0.0-20200815063812-42c35b437635/go.mod h1:hkRG7XYTFWNJGYcbNJQlaLq0fg1yr4J4t/NcTQtrfww=
+github.com/unrolled/render v1.7.0 h1:1yke01/tZiZpiXfUG+zqB+6fq3G4I+KDmnh0EhPq7So=
+github.com/unrolled/render v1.7.0/go.mod h1:LwQSeDhjml8NLjIO9GJO1/1qpFJxtfVIpzxXKjfVkoI=
 github.com/urfave/cli v1.19.1/go.mod h1:70zkFmudgCuE/ngEzBv17Jvp/497gISqfk5gWijbERA=
 github.com/urfave/cli/v2 v2.27.1 h1:8xSQ6szndafKVRmfyeUMxkNUJQMjL1F2zmsZ+qHpfho=
 github.com/urfave/cli/v2 v2.27.1/go.mod h1:8qnjx1vcq5s2/wpsqoZFndg2CE5tNFyrTvS6SinrnYQ=
diff --git a/pkg/scheduler/routes/route.go b/pkg/scheduler/routes/route.go
index c3c7251ed..0c8ccabdf 100644
--- a/pkg/scheduler/routes/route.go
+++ b/pkg/scheduler/routes/route.go
@@ -19,11 +19,11 @@ package routes
 import (
 	"bytes"
 	"encoding/json"
-	"fmt"
 	"io"
 	"net/http"
 
 	"github.com/julienschmidt/httprouter"
+	"github.com/unrolled/render"
 	"k8s.io/apimachinery/pkg/types"
 	"k8s.io/klog/v2"
 	extenderv1 "k8s.io/kube-scheduler/extender/v1"
@@ -65,15 +65,12 @@ func PredicateRoute(s *scheduler.Scheduler) httprouter.Handle {
 			}
 		}
 
-		if resultBody, err := json.Marshal(extenderFilterResult); err != nil {
-			klog.ErrorS(err, "Failed to marshal extender filter result", "result", extenderFilterResult)
-			w.Header().Set("Content-Type", "application/json")
-			w.WriteHeader(http.StatusInternalServerError)
-			w.Write([]byte(err.Error()))
-		} else {
-			w.Header().Set("Content-Type", "application/json")
-			w.WriteHeader(http.StatusOK)
-			w.Write(resultBody)
+		klog.V(5).InfoS("Returning predicate response", "result", extenderFilterResult)
+
+		err := render.New(render.Options{IndentJSON: true}).JSON(w, http.StatusOK, extenderFilterResult)
+		if err != nil {
+			klog.ErrorS(err, "Failed to write JSON response")
+			return
 		}
 	}
 }
@@ -101,17 +98,12 @@ func Bind(s *scheduler.Scheduler) httprouter.Handle {
 			}
 		}
 
-		if response, err := json.Marshal(extenderBindingResult); err != nil {
-			klog.ErrorS(err, "Failed to marshal binding result", "result", extenderBindingResult)
-			w.Header().Set("Content-Type", "application/json")
-			w.WriteHeader(http.StatusInternalServerError)
-			errMsg := fmt.Sprintf("{'error':'%s'}", err.Error())
-			w.Write([]byte(errMsg))
-		} else {
-			klog.V(5).InfoS("Returning bind response", "result", extenderBindingResult)
-			w.Header().Set("Content-Type", "application/json")
-			w.WriteHeader(http.StatusOK)
-			w.Write(response)
+		klog.V(5).InfoS("Returning bind response", "result", extenderBindingResult)
+
+		err := render.New(render.Options{IndentJSON: true}).JSON(w, http.StatusOK, extenderBindingResult)
+		if err != nil {
+			klog.ErrorS(err, "Failed to write JSON response")
+			return
 		}
 	}
 }