diff --git a/operator/utils/utils.go b/operator/utils/utils.go
index 9e0ba5672b..2311764de5 100644
--- a/operator/utils/utils.go
+++ b/operator/utils/utils.go
@@ -54,7 +54,7 @@ func GetPredictionPath(mlDep *machinelearningv1.SeldonDeployment) string {
 
 	if protocol == machinelearningv1.ProtocolTensorflow {
 		// This will be updated as part of https://github.com/SeldonIO/seldon-core/issues/1611
-		return "/v1/models/" + mlDep.Spec.Predictors[0].Graph.Name + "/:predict"
+		return "/v1/models/" + mlDep.Spec.Predictors[0].Graph.Name + ":predict"
 	} else if protocol == machinelearningv1.ProtocolKfserving {
 		return "/v2/models/" + mlDep.Spec.Predictors[0].Graph.Name + "/infer"
 	} else {
diff --git a/operator/utils/utils_test.go b/operator/utils/utils_test.go
index 48985edbb6..b260f773eb 100644
--- a/operator/utils/utils_test.go
+++ b/operator/utils/utils_test.go
@@ -182,5 +182,5 @@ func TestTensorflowPredictionPath(t *testing.T) {
 	}
 
 	p := GetPredictionPath(sdep)
-	g.Expect(p).To(Equal("/v1/models/classifier/:predict"))
+	g.Expect(p).To(Equal("/v1/models/classifier:predict"))
 }