diff --git a/buildscripts/kokoro/unix.sh b/buildscripts/kokoro/unix.sh
index a0c256ac3dd..cfa20e0f36a 100755
--- a/buildscripts/kokoro/unix.sh
+++ b/buildscripts/kokoro/unix.sh
@@ -83,6 +83,9 @@ if [[ -z "${SKIP_TESTS:-}" ]]; then
   ../gradlew build $GRADLE_FLAGS
   popd
   # TODO(zpencer): also build the GAE examples
+  pushd examples/example-orca
+  ../gradlew build $GRADLE_FLAGS
+  popd
 fi
 
 LOCAL_MVN_TEMP=$(mktemp -d)
diff --git a/examples/example-orca/src/main/java/io/grpc/examples/orca/CustomBackendMetricsLoadBalancerProvider.java b/examples/example-orca/src/main/java/io/grpc/examples/orca/CustomBackendMetricsLoadBalancerProvider.java
index a63f86081ae..3a5e4f97a89 100644
--- a/examples/example-orca/src/main/java/io/grpc/examples/orca/CustomBackendMetricsLoadBalancerProvider.java
+++ b/examples/example-orca/src/main/java/io/grpc/examples/orca/CustomBackendMetricsLoadBalancerProvider.java
@@ -20,11 +20,11 @@
 import io.grpc.LoadBalancer;
 import io.grpc.LoadBalancerProvider;
 import io.grpc.LoadBalancerRegistry;
+import io.grpc.services.MetricReport;
 import io.grpc.util.ForwardingLoadBalancer;
 import io.grpc.util.ForwardingLoadBalancerHelper;
 import io.grpc.xds.orca.OrcaOobUtil;
 import io.grpc.xds.orca.OrcaPerRequestUtil;
-import io.grpc.xds.shaded.com.github.xds.data.orca.v3.OrcaLoadReport;
 import java.util.concurrent.TimeUnit;
 
 /**
@@ -87,7 +87,7 @@ public LoadBalancer.Subchannel createSubchannel(LoadBalancer.CreateSubchannelArg
         // otherwise it is treated as server minimum report interval.
         OrcaOobUtil.setListener(subchannel, new OrcaOobUtil.OrcaOobReportListener() {
               @Override
-              public void onLoadReport(OrcaLoadReport orcaLoadReport) {
+              public void onLoadReport(MetricReport orcaLoadReport) {
                 System.out.println("Example load balancer received OOB metrics report:\n"
                     + orcaLoadReport);
               }
@@ -129,7 +129,7 @@ public LoadBalancer.PickResult pickSubchannel(LoadBalancer.PickSubchannelArgs ar
             OrcaPerRequestUtil.getInstance().newOrcaClientStreamTracerFactory(
                 new OrcaPerRequestUtil.OrcaPerRequestReportListener() {
                   @Override
-                  public void onLoadReport(OrcaLoadReport orcaLoadReport) {
+                  public void onLoadReport(MetricReport orcaLoadReport) {
                     System.out.println("Example load balancer received per-rpc metrics report:\n"
                         + orcaLoadReport);
                   }
diff --git a/examples/example-orca/src/main/java/io/grpc/examples/orca/CustomBackendMetricsServer.java b/examples/example-orca/src/main/java/io/grpc/examples/orca/CustomBackendMetricsServer.java
index 5216bed27ac..da76b3b5b2c 100644
--- a/examples/example-orca/src/main/java/io/grpc/examples/orca/CustomBackendMetricsServer.java
+++ b/examples/example-orca/src/main/java/io/grpc/examples/orca/CustomBackendMetricsServer.java
@@ -16,6 +16,7 @@
 
 package io.grpc.examples.orca;
 
+import com.google.common.collect.ImmutableMap;
 import io.grpc.BindableService;
 import io.grpc.examples.helloworld.GreeterGrpc;
 import io.grpc.examples.helloworld.HelloReply;
@@ -23,12 +24,13 @@
 import io.grpc.Server;
 import io.grpc.ServerBuilder;
 import io.grpc.services.CallMetricRecorder;
+import io.grpc.services.InternalCallMetricRecorder;
 import io.grpc.services.MetricRecorder;
 import io.grpc.stub.StreamObserver;
 import io.grpc.xds.orca.OrcaMetricReportingServerInterceptor;
 import io.grpc.xds.orca.OrcaServiceImpl;
-import io.grpc.xds.shaded.com.github.xds.data.orca.v3.OrcaLoadReport;
 import java.io.IOException;
+import java.util.Map;
 import java.util.Random;
 import java.util.concurrent.Executors;
 import java.util.concurrent.ScheduledExecutorService;
@@ -108,29 +110,30 @@ class GreeterImpl extends GreeterGrpc.GreeterImplBase {
     @Override
     public void sayHello(HelloRequest req, StreamObserver<HelloReply> responseObserver) {
       HelloReply reply = HelloReply.newBuilder().setMessage("Hello " + req.getName()).build();
-      OrcaLoadReport randomPerRpcMetrics = OrcaLoadReport.newBuilder()
-          .setCpuUtilization(random.nextDouble())
-          .setMemUtilization(random.nextDouble())
-          .putUtilization("util", random.nextDouble())
-          .putRequestCost("cost", random.nextDouble())
-          .build();
+      double cpuUtilization = random.nextDouble();
+      double memoryUtilization = random.nextDouble();
+      Map<String, Double> utilization = ImmutableMap.of("util", random.nextDouble());
+      Map<String, Double> requestCost = ImmutableMap.of("cost", random.nextDouble());
       // Sets per-query backend metrics to a random test report.
       CallMetricRecorder.getCurrent()
-          .recordMemoryUtilizationMetric(randomPerRpcMetrics.getMemUtilization())
-          .recordCallMetric("cost", randomPerRpcMetrics.getRequestCostOrDefault("cost", 0.0))
-          .recordUtilizationMetric("util", randomPerRpcMetrics.getUtilizationOrDefault("util", 0.0));
-      System.out.println("Hello World Server updates RPC metrics data:\n" + randomPerRpcMetrics);
+          .recordCpuUtilizationMetric(cpuUtilization)
+          .recordMemoryUtilizationMetric(memoryUtilization)
+          .recordCallMetric("cost", requestCost.get("cost"))
+          .recordUtilizationMetric("util", utilization.get("util"));
+      System.out.println(String.format("Hello World Server updates RPC metrics data:\n" +
+          "cpu: %s, memory: %s, request cost: %s, utilization: %s\n",
+          cpuUtilization, memoryUtilization, requestCost,  utilization));
 
-      OrcaLoadReport randomOobMetrics = OrcaLoadReport.newBuilder()
-          .setCpuUtilization(random.nextDouble())
-          .setMemUtilization(random.nextDouble())
-          .putUtilization("util", random.nextDouble())
-          .build();
+      cpuUtilization = random.nextDouble();
+      memoryUtilization = random.nextDouble();
+      utilization = ImmutableMap.of("util", random.nextDouble());
       // Sets OOB backend metrics to a random test report.
-      metricRecorder.setCpuUtilizationMetric(randomOobMetrics.getCpuUtilization());
-      metricRecorder.setMemoryUtilizationMetric(randomOobMetrics.getMemUtilization());
-      metricRecorder.setAllUtilizationMetrics(randomOobMetrics.getUtilizationMap());
-      System.out.println("Hello World Server updates OOB metrics data:\n" + randomOobMetrics);
+      metricRecorder.setCpuUtilizationMetric(cpuUtilization);
+      metricRecorder.setMemoryUtilizationMetric(memoryUtilization);
+      metricRecorder.setAllUtilizationMetrics(utilization);
+      System.out.println(String.format("Hello World Server updates OOB metrics data:\n" +
+              "cpu: %s, memory: %s, utilization: %s\n",
+          cpuUtilization, memoryUtilization, utilization));
       responseObserver.onNext(reply);
       responseObserver.onCompleted();
     }
diff --git a/services/src/main/java/io/grpc/services/MetricReport.java b/services/src/main/java/io/grpc/services/MetricReport.java
index 3b4ccf3e5f8..56ab150f8af 100644
--- a/services/src/main/java/io/grpc/services/MetricReport.java
+++ b/services/src/main/java/io/grpc/services/MetricReport.java
@@ -18,6 +18,7 @@
 
 import static com.google.common.base.Preconditions.checkNotNull;
 
+import com.google.common.base.MoreObjects;
 import io.grpc.ExperimentalApi;
 import java.util.Map;
 
@@ -56,4 +57,14 @@ public Map<String, Double> getRequestCostMetrics() {
   public Map<String, Double> getUtilizationMetrics() {
     return utilizationMetrics;
   }
+
+  @Override
+  public String toString() {
+    return MoreObjects.toStringHelper(this)
+        .add("cpuUtilization", cpuUtilization)
+        .add("memoryUtilization", memoryUtilization)
+        .add("requestCost", requestCostMetrics)
+        .add("utilization", utilizationMetrics)
+        .toString();
+  }
 }