diff --git a/openvidu-server/src/main/java/io/openvidu/server/config/OpenviduConfig.java b/openvidu-server/src/main/java/io/openvidu/server/config/OpenviduConfig.java
index 5b25dd70..eb2f5950 100644
--- a/openvidu-server/src/main/java/io/openvidu/server/config/OpenviduConfig.java
+++ b/openvidu-server/src/main/java/io/openvidu/server/config/OpenviduConfig.java
@@ -87,9 +87,6 @@ public class OpenviduConfig {
 	@Value("${coturn.redis.connect-timeout}")
 	private String coturnRedisConnectTimeout;
 
-	@Value("${kms.stats-enabled}")
-	private boolean kmsStatsEnabled;
-
 	@Value("#{'${spring.profiles.active:}'.length() > 0 ? '${spring.profiles.active:}'.split(',') : \"default\"}")
 	private String springProfile;
 
@@ -192,10 +189,6 @@ public class OpenviduConfig {
 		return this.coturnRedisDbname;
 	}
 
-	public boolean isKmsStatsEnabled() {
-		return this.kmsStatsEnabled;
-	}
-
 	public String getOpenViduRecordingNotification() {
 		return this.openviduRecordingNotification;
 	}
diff --git a/openvidu-server/src/main/java/io/openvidu/server/kurento/core/KurentoSession.java b/openvidu-server/src/main/java/io/openvidu/server/kurento/core/KurentoSession.java
index b023c3e5..87cff7bb 100644
--- a/openvidu-server/src/main/java/io/openvidu/server/kurento/core/KurentoSession.java
+++ b/openvidu-server/src/main/java/io/openvidu/server/kurento/core/KurentoSession.java
@@ -212,10 +212,6 @@ public class KurentoSession extends Session {
 					@Override
 					public void onSuccess(MediaPipeline result) throws Exception {
 						pipeline = result;
-						if (openviduConfig.isKmsStatsEnabled()) {
-							pipeline.setLatencyStats(true);
-							log.debug("SESSION {}: WebRTC server stats enabled", sessionId);
-						}
 						pipelineLatch.countDown();
 						log.debug("SESSION {}: Created MediaPipeline", sessionId);
 					}
diff --git a/openvidu-server/src/main/java/io/openvidu/server/kurento/endpoint/MediaEndpoint.java b/openvidu-server/src/main/java/io/openvidu/server/kurento/endpoint/MediaEndpoint.java
index f76fef6d..fd25534e 100644
--- a/openvidu-server/src/main/java/io/openvidu/server/kurento/endpoint/MediaEndpoint.java
+++ b/openvidu-server/src/main/java/io/openvidu/server/kurento/endpoint/MediaEndpoint.java
@@ -497,9 +497,6 @@ public abstract class MediaEndpoint {
 		json.add("receivedCandidates", new GsonBuilder().create().toJsonTree(this.receivedCandidateList));
 		json.addProperty("localCandidate", this.selectedLocalIceCandidate);
 		json.addProperty("remoteCandidate", this.selectedRemoteIceCandidate);
-		if (openviduConfig.isKmsStatsEnabled()) {
-			json.addProperty("serverStats", new Gson().toJson(this.webEndpoint.getStats()));
-		}
 
 		JsonArray jsonArray = new JsonArray();
 		this.kmsEvents.forEach(ev -> {
diff --git a/openvidu-server/src/main/resources/META-INF/additional-spring-configuration-metadata.json b/openvidu-server/src/main/resources/META-INF/additional-spring-configuration-metadata.json
index 56f38e49..e9db0345 100644
--- a/openvidu-server/src/main/resources/META-INF/additional-spring-configuration-metadata.json
+++ b/openvidu-server/src/main/resources/META-INF/additional-spring-configuration-metadata.json
@@ -6,12 +6,6 @@
 			"description": "KMS URL's to which OpenVidu Server will try to connect. They are tested in order until a valid one is found",
 			"defaultValue": "[\"ws://localhost:8888/kurento\"]"
 		},
-		{
-			"name": "kms.stats-enabled",
-			"type": "java.lang.Boolean",
-			"description": "Whether to activate the KMS WebRTC statistics feature or not. This may increase the processor consumption",
-			"defaultValue": false
-		},
 		{
 			"name": "openvidu.secret",
 			"type": "java.lang.String",
diff --git a/openvidu-server/src/main/resources/application.properties b/openvidu-server/src/main/resources/application.properties
index 1f91eb86..0c082250 100644
--- a/openvidu-server/src/main/resources/application.properties
+++ b/openvidu-server/src/main/resources/application.properties
@@ -28,7 +28,6 @@ openvidu.streams.video.max-send-bandwidth: 1000
 openvidu.streams.video.min-send-bandwidth: 300
 
 kms.uris: [\"ws://localhost:8888/kurento\"]
-kms.stats-enabled: false
 
 coturn.redis.ip: 127.0.0.1
 coturn.redis.dbname: 0