diff --git a/source/extensions/filters/http/ext_proc/client.h b/source/extensions/filters/http/ext_proc/client.h
index 4bcb6134185e..fdb0e3755883 100644
--- a/source/extensions/filters/http/ext_proc/client.h
+++ b/source/extensions/filters/http/ext_proc/client.h
@@ -44,7 +44,7 @@ class ExternalProcessorCallbacks : public RequestCallbacks {
       std::unique_ptr<envoy::service::ext_proc::v3::ProcessingResponse>&& response) PURE;
   virtual void onGrpcError(Grpc::Status::GrpcStatus error) PURE;
   virtual void onGrpcClose() PURE;
-  virtual void logGrpcStreamInfo() PURE;
+  virtual void logStreamInfo() PURE;
 };
 
 class ExternalProcessorClient : public ClientBase {
diff --git a/source/extensions/filters/http/ext_proc/client_base.h b/source/extensions/filters/http/ext_proc/client_base.h
index d37fd0c1f512..e331f7c5b383 100644
--- a/source/extensions/filters/http/ext_proc/client_base.h
+++ b/source/extensions/filters/http/ext_proc/client_base.h
@@ -3,6 +3,7 @@
 #include <memory>
 
 #include "envoy/service/ext_proc/v3/external_processor.pb.h"
+#include "envoy/stream_info/stream_info.h"
 
 namespace Envoy {
 namespace Extensions {
@@ -37,6 +38,7 @@ class ClientBase {
                            bool end_stream, const uint64_t stream_id, RequestCallbacks* callbacks,
                            StreamBase* stream) PURE;
   virtual void cancel() PURE;
+  virtual const Envoy::StreamInfo::StreamInfo* getStreamInfo() const PURE;
 };
 
 using ClientBasePtr = std::unique_ptr<ClientBase>;
diff --git a/source/extensions/filters/http/ext_proc/client_impl.cc b/source/extensions/filters/http/ext_proc/client_impl.cc
index fc1af7c88281..fbab59ecd943 100644
--- a/source/extensions/filters/http/ext_proc/client_impl.cc
+++ b/source/extensions/filters/http/ext_proc/client_impl.cc
@@ -104,7 +104,7 @@ void ExternalProcessorStreamImpl::onRemoteClose(Grpc::Status::GrpcStatus status,
     return;
   }
 
-  callbacks_->logGrpcStreamInfo();
+  callbacks_->logStreamInfo();
   if (status == Grpc::Status::Ok) {
     callbacks_->onGrpcClose();
   } else {
diff --git a/source/extensions/filters/http/ext_proc/client_impl.h b/source/extensions/filters/http/ext_proc/client_impl.h
index 789a05fef47e..25a13ee5ae83 100644
--- a/source/extensions/filters/http/ext_proc/client_impl.h
+++ b/source/extensions/filters/http/ext_proc/client_impl.h
@@ -36,6 +36,7 @@ class ExternalProcessorClientImpl : public ExternalProcessorClient {
                    const uint64_t stream_id, RequestCallbacks* callbacks,
                    StreamBase* stream) override;
   void cancel() override {}
+  const Envoy::StreamInfo::StreamInfo* getStreamInfo() const override { return nullptr; }
 
 private:
   Grpc::AsyncClientManager& client_manager_;
diff --git a/source/extensions/filters/http/ext_proc/ext_proc.cc b/source/extensions/filters/http/ext_proc/ext_proc.cc
index c3011626ef87..b396a9fd9cb8 100644
--- a/source/extensions/filters/http/ext_proc/ext_proc.cc
+++ b/source/extensions/filters/http/ext_proc/ext_proc.cc
@@ -416,11 +416,6 @@ Filter::StreamOpenState Filter::openStream() {
 
     stream_ = config_->threadLocalStreamManager().store(std::move(stream_object), config_->stats(),
                                                         config_->deferredCloseTimeout());
-    // For custom access logging purposes. Applicable only for Envoy gRPC as Google gRPC does not
-    // have a proper implementation of streamInfo.
-    if (grpc_service_.has_envoy_grpc() && logging_info_ != nullptr) {
-      logging_info_->setClusterInfo(stream_->streamInfo().upstreamClusterInfo());
-    }
   }
   return StreamOpenState::Ok;
 }
@@ -1039,21 +1034,37 @@ void Filter::sendTrailers(ProcessorState& state, const Http::HeaderMap& trailers
   stats_.stream_msgs_sent_.inc();
 }
 
-void Filter::logGrpcStreamInfo() {
+void Filter::logStreamInfoBase(const Envoy::StreamInfo::StreamInfo* stream_info) {
+  if (stream_info == nullptr || logging_info_ == nullptr) {
+    return;
+  }
+
+  const auto& upstream_meter = stream_info->getUpstreamBytesMeter();
+  if (upstream_meter != nullptr) {
+    logging_info_->setBytesSent(upstream_meter->wireBytesSent());
+    logging_info_->setBytesReceived(upstream_meter->wireBytesReceived());
+  }
+  // Only set upstream host in logging info once.
+  if (logging_info_->upstreamHost() == nullptr) {
+    logging_info_->setUpstreamHost(stream_info->upstreamInfo()->upstreamHost());
+  }
+
+  // Only set cluster info in logging info once.
+  if (logging_info_->clusterInfo() == nullptr) {
+    logging_info_->setClusterInfo(stream_info->upstreamClusterInfo());
+  }
+}
+
+void Filter::logStreamInfo() {
   if (!config().grpcService().has_value()) {
+    // HTTP service
+    logStreamInfoBase(client_->getStreamInfo());
     return;
   }
 
-  if (stream_ != nullptr && logging_info_ != nullptr && grpc_service_.has_envoy_grpc()) {
-    const auto& upstream_meter = stream_->streamInfo().getUpstreamBytesMeter();
-    if (upstream_meter != nullptr) {
-      logging_info_->setBytesSent(upstream_meter->wireBytesSent());
-      logging_info_->setBytesReceived(upstream_meter->wireBytesReceived());
-    }
-    // Only set upstream host in logging info once.
-    if (logging_info_->upstreamHost() == nullptr) {
-      logging_info_->setUpstreamHost(stream_->streamInfo().upstreamInfo()->upstreamHost());
-    }
+  if (stream_ != nullptr && grpc_service_.has_envoy_grpc()) {
+    // Envoy gRPC service
+    logStreamInfoBase(&stream_->streamInfo());
   }
 }
 
@@ -1368,7 +1379,7 @@ void Filter::onGrpcClose() {
 
 void Filter::onMessageTimeout() {
   ENVOY_LOG(debug, "message timeout reached");
-  logGrpcStreamInfo();
+  logStreamInfo();
   stats_.message_timeouts_.inc();
   if (config_->failureModeAllow()) {
     // The user would like a timeout to not cause message processing to fail.
diff --git a/source/extensions/filters/http/ext_proc/ext_proc.h b/source/extensions/filters/http/ext_proc/ext_proc.h
index 1260bb0a2040..783f56da040d 100644
--- a/source/extensions/filters/http/ext_proc/ext_proc.h
+++ b/source/extensions/filters/http/ext_proc/ext_proc.h
@@ -426,7 +426,7 @@ class Filter : public Logger::Loggable<Logger::Id::ext_proc>,
 
   void encodeComplete() override {
     if (config_->observabilityMode()) {
-      logGrpcStreamInfo();
+      logStreamInfo();
     }
   }
 
@@ -435,7 +435,8 @@ class Filter : public Logger::Loggable<Logger::Id::ext_proc>,
       std::unique_ptr<envoy::service::ext_proc::v3::ProcessingResponse>&& response) override;
   void onGrpcError(Grpc::Status::GrpcStatus error) override;
   void onGrpcClose() override;
-  void logGrpcStreamInfo() override;
+  void logStreamInfoBase(const Envoy::StreamInfo::StreamInfo* stream_info);
+  void logStreamInfo() override;
 
   void onMessageTimeout();
   void onNewTimeout(const ProtobufWkt::Duration& override_message_timeout);
diff --git a/source/extensions/filters/http/ext_proc/http_client/http_client_impl.cc b/source/extensions/filters/http/ext_proc/http_client/http_client_impl.cc
index 39de7d371e10..9b7e0ff18b8c 100644
--- a/source/extensions/filters/http/ext_proc/http_client/http_client_impl.cc
+++ b/source/extensions/filters/http/ext_proc/http_client/http_client_impl.cc
@@ -11,8 +11,7 @@ namespace HttpFilters {
 namespace ExternalProcessing {
 
 namespace {
-Http::RequestMessagePtr buildHttpRequest(absl::string_view uri, const uint64_t stream_id,
-                                         absl::string_view req_in_json) {
+Http::RequestHeaderMapPtr buildHttpRequestHeaders(absl::string_view uri, const uint64_t stream_id) {
   absl::string_view host, path;
   Envoy::Http::Utility::extractHostPathFromUri(uri, host, path);
   ENVOY_LOG_MISC(debug, " Ext_Proc HTTP client send request to uri {}, host {}, path {}", uri, host,
@@ -28,10 +27,7 @@ Http::RequestMessagePtr buildHttpRequest(absl::string_view uri, const uint64_t s
            {header_values.ContentType, "application/json"},
            {header_values.RequestId, std::to_string(stream_id)},
            {header_values.Host, std::string(host)}});
-  Http::RequestMessagePtr message =
-      std::make_unique<Envoy::Http::RequestMessageImpl>(std::move(headers));
-  message->body().add(req_in_json);
-  return message;
+  return headers;
 }
 
 } // namespace
@@ -47,8 +43,7 @@ void ExtProcHttpClient::sendRequest(envoy::service::ext_proc::v3::ProcessingRequ
   auto req_in_json = MessageUtil::getJsonStringFromMessage(req);
   if (req_in_json.ok()) {
     const auto http_uri = config_.http_service().http_service().http_uri();
-    Http::RequestMessagePtr message =
-        buildHttpRequest(http_uri.uri(), stream_id, req_in_json.value());
+    Http::RequestHeaderMapPtr headers = buildHttpRequestHeaders(http_uri.uri(), stream_id);
     auto options = Http::AsyncClient::RequestOptions()
                        .setTimeout(std::chrono::milliseconds(
                            DurationUtil::durationToMilliseconds(http_uri.timeout())))
@@ -58,7 +53,11 @@ void ExtProcHttpClient::sendRequest(envoy::service::ext_proc::v3::ProcessingRequ
     const auto thread_local_cluster = context().clusterManager().getThreadLocalCluster(cluster);
     if (thread_local_cluster) {
       active_request_ =
-          thread_local_cluster->httpAsyncClient().send(std::move(message), *this, options);
+          thread_local_cluster->httpAsyncClient().startRequest(std::move(headers), *this, options);
+      if (active_request_ != nullptr) {
+        Buffer::OwnedImpl body(req_in_json.value());
+        active_request_->sendData(body, true);
+      }
     } else {
       ENVOY_LOG(error, "ext_proc cluster {} does not exist in the config", cluster);
     }
@@ -68,7 +67,6 @@ void ExtProcHttpClient::sendRequest(envoy::service::ext_proc::v3::ProcessingRequ
 void ExtProcHttpClient::onSuccess(const Http::AsyncClient::Request&,
                                   Http::ResponseMessagePtr&& response) {
   auto status = Envoy::Http::Utility::getResponseStatusOrNullopt(response->headers());
-  active_request_ = nullptr;
   if (status.has_value()) {
     uint64_t status_code = status.value();
     if (status_code == Envoy::enumToInt(Envoy::Http::Code::OK)) {
@@ -93,6 +91,7 @@ void ExtProcHttpClient::onSuccess(const Http::AsyncClient::Request&,
       if (callbacks_) {
         callbacks_->onComplete(response_msg);
         callbacks_ = nullptr;
+        active_request_ = nullptr;
       }
     } else {
       ENVOY_LOG(error, "Response status is not OK, status: {}", status_code);
@@ -110,18 +109,24 @@ void ExtProcHttpClient::onFailure(const Http::AsyncClient::Request&,
   ASSERT(reason == Http::AsyncClient::FailureReason::Reset ||
          reason == Http::AsyncClient::FailureReason::ExceedResponseBufferLimit);
   ENVOY_LOG(error, "Request failed: stream has been reset");
-  active_request_ = nullptr;
   onError();
 }
 
+const Envoy::StreamInfo::StreamInfo* ExtProcHttpClient::getStreamInfo() const {
+  if (active_request_ != nullptr) {
+    return &active_request_->streamInfo();
+  } else {
+    return nullptr;
+  }
+}
+
 void ExtProcHttpClient::onError() {
-  // Cancel if the request is active.
-  cancel();
   ENVOY_LOG(error, "ext_proc HTTP client error condition happens.");
   if (callbacks_) {
     callbacks_->onError();
     callbacks_ = nullptr;
   }
+  active_request_ = nullptr;
 }
 
 void ExtProcHttpClient::cancel() {
diff --git a/source/extensions/filters/http/ext_proc/http_client/http_client_impl.h b/source/extensions/filters/http/ext_proc/http_client/http_client_impl.h
index a0b5977e0269..a456a3caf84e 100644
--- a/source/extensions/filters/http/ext_proc/http_client/http_client_impl.h
+++ b/source/extensions/filters/http/ext_proc/http_client/http_client_impl.h
@@ -36,13 +36,15 @@ class ExtProcHttpClient : public ClientBase,
   void onFailure(const Http::AsyncClient::Request& request,
                  Http::AsyncClient::FailureReason reason) override;
 
+  const Envoy::StreamInfo::StreamInfo* getStreamInfo() const override;
+
   Server::Configuration::ServerFactoryContext& context() const { return context_; }
 
 private:
   void onError();
   envoy::extensions::filters::http::ext_proc::v3::ExternalProcessor config_;
   Server::Configuration::ServerFactoryContext& context_;
-  Http::AsyncClient::Request* active_request_{};
+  Http::AsyncClient::OngoingRequest* active_request_{};
   RequestCallbacks* callbacks_{};
 };
 
diff --git a/source/extensions/filters/http/ext_proc/processor_state.cc b/source/extensions/filters/http/ext_proc/processor_state.cc
index 76a73e5e508e..365814a151c7 100644
--- a/source/extensions/filters/http/ext_proc/processor_state.cc
+++ b/source/extensions/filters/http/ext_proc/processor_state.cc
@@ -40,7 +40,7 @@ void ProcessorState::onStartProcessorCall(Event::TimerCb cb, std::chrono::millis
 void ProcessorState::onFinishProcessorCall(Grpc::Status::GrpcStatus call_status,
                                            CallbackState next_state) {
   ENVOY_LOG(debug, "Finish external processing call");
-  filter_.logGrpcStreamInfo();
+  filter_.logStreamInfo();
 
   stopMessageTimer();
 
diff --git a/test/extensions/filters/http/ext_proc/client_test.cc b/test/extensions/filters/http/ext_proc/client_test.cc
index e0cd216872dc..3010109d4a24 100644
--- a/test/extensions/filters/http/ext_proc/client_test.cc
+++ b/test/extensions/filters/http/ext_proc/client_test.cc
@@ -65,7 +65,7 @@ class ExtProcStreamTest : public testing::Test, public ExternalProcessorCallback
   void onGrpcError(Grpc::Status::GrpcStatus status) override { grpc_status_ = status; }
 
   void onGrpcClose() override { grpc_closed_ = true; }
-  void logGrpcStreamInfo() override {}
+  void logStreamInfo() override {}
   void onComplete(envoy::service::ext_proc::v3::ProcessingResponse&) override {}
   void onError() override {}
 
diff --git a/test/extensions/filters/http/ext_proc/http_client/BUILD b/test/extensions/filters/http/ext_proc/http_client/BUILD
index 550720ea63df..45e2d0588ecd 100644
--- a/test/extensions/filters/http/ext_proc/http_client/BUILD
+++ b/test/extensions/filters/http/ext_proc/http_client/BUILD
@@ -39,6 +39,7 @@ envoy_extension_cc_test(
     deps = [
         "//source/extensions/filters/http/ext_proc:config",
         "//test/common/http:common_lib",
+        "//test/extensions/filters/http/ext_proc:logging_test_filter_lib",
         "//test/extensions/filters/http/ext_proc:utils_lib",
         "//test/integration:http_protocol_integration_lib",
         "//test/test_common:utility_lib",
diff --git a/test/extensions/filters/http/ext_proc/http_client/ext_proc_http_integration_test.cc b/test/extensions/filters/http/ext_proc/http_client/ext_proc_http_integration_test.cc
index 1b8e9899fc27..4b21a3b5ae2b 100644
--- a/test/extensions/filters/http/ext_proc/http_client/ext_proc_http_integration_test.cc
+++ b/test/extensions/filters/http/ext_proc/http_client/ext_proc_http_integration_test.cc
@@ -8,6 +8,7 @@
 #include "source/extensions/filters/http/ext_proc/ext_proc.h"
 
 #include "test/common/http/common.h"
+#include "test/extensions/filters/http/ext_proc/logging_test_filter.pb.h"
 #include "test/extensions/filters/http/ext_proc/utils.h"
 #include "test/integration/http_protocol_integration.h"
 #include "test/test_common/utility.h"
@@ -42,6 +43,7 @@ struct ConfigOptions {
   bool failure_mode_allow = false;
   int64_t timeout = 900000000;
   std::string cluster = "ext_proc_server_0";
+  bool add_log_filter = false;
 };
 
 struct ExtProcHttpTestParams {
@@ -122,6 +124,18 @@ class ExtProcHttpClientIntegrationTest : public testing::TestWithParam<ExtProcHt
         ext_proc_filter.mutable_typed_config()->PackFrom(proto_config_);
         config_helper_.prependFilter(MessageUtil::getJsonStringFromMessageOrError(ext_proc_filter));
       }
+
+      if (config_option.add_log_filter) {
+        test::integration::filters::LoggingTestFilterConfig logging_filter_config;
+        logging_filter_config.set_logging_id(ext_proc_filter_name);
+        logging_filter_config.set_upstream_cluster_name(config_option.cluster);
+        logging_filter_config.set_check_received_bytes(true);
+        envoy::extensions::filters::network::http_connection_manager::v3::HttpFilter logging_filter;
+        logging_filter.set_name("logging-test-filter");
+        logging_filter.mutable_typed_config()->PackFrom(logging_filter_config);
+
+        config_helper_.prependFilter(MessageUtil::getJsonStringFromMessageOrError(logging_filter));
+      }
     });
 
     setUpstreamProtocol(GetParam().upstream_protocol);
@@ -486,6 +500,43 @@ TEST_P(ExtProcHttpClientIntegrationTest, WrongClusterConfigWithFailOpen) {
   verifyDownstreamResponse(*response, 200);
 }
 
+// Using logging filter to test stats in onSuccess case.
+TEST_P(ExtProcHttpClientIntegrationTest, StatsTestOnSuccess) {
+  proto_config_.mutable_processing_mode()->set_response_header_mode(ProcessingMode::SKIP);
+  ConfigOptions config_option = {};
+  config_option.add_log_filter = true;
+  initializeConfig(config_option);
+  HttpIntegrationTest::initialize();
+  auto response = sendDownstreamRequest(
+      [](Http::HeaderMap& headers) { headers.addCopy(LowerCaseString("foo"), "yes"); });
+
+  // The side stream get the request and sends back the response.
+  processRequestHeadersMessage(http_side_upstreams_[0], true, absl::nullopt);
+
+  // The request is sent to the upstream.
+  handleUpstreamRequest();
+  EXPECT_THAT(upstream_request_->headers(), SingleHeaderValueIs("foo", "yes"));
+
+  upstream_request_->encodeHeaders(Http::TestResponseHeaderMapImpl{{":status", "200"}}, true);
+  verifyDownstreamResponse(*response, 200);
+}
+
+// Using logging filter to test stats in onFailure case.
+TEST_P(ExtProcHttpClientIntegrationTest, StatsTestOnFailure) {
+  proto_config_.mutable_processing_mode()->set_response_header_mode(ProcessingMode::SKIP);
+  ConfigOptions config_option = {};
+  config_option.add_log_filter = true;
+  initializeConfig(config_option);
+  HttpIntegrationTest::initialize();
+  auto response = sendDownstreamRequest(absl::nullopt);
+
+  processRequestHeadersMessage(
+      http_side_upstreams_[0], true, [](const HttpHeaders&, HeadersResponse&) { return true; },
+      true);
+
+  verifyDownstreamResponse(*response, 500);
+}
+
 } // namespace
 } // namespace ExternalProcessing
 } // namespace HttpFilters
diff --git a/test/extensions/filters/http/ext_proc/logging_test_filter.cc b/test/extensions/filters/http/ext_proc/logging_test_filter.cc
index 702bd61804d0..b3bb9a7ebdd2 100644
--- a/test/extensions/filters/http/ext_proc/logging_test_filter.cc
+++ b/test/extensions/filters/http/ext_proc/logging_test_filter.cc
@@ -39,6 +39,7 @@ class LoggingTestFilter : public Http::PassThroughFilter {
       }
       ASSERT_TRUE(ext_proc_logging_info->upstreamHost() != nullptr);
       EXPECT_EQ(ext_proc_logging_info->upstreamHost()->cluster().name(), expected_cluster_name_);
+      EXPECT_EQ(ext_proc_logging_info->clusterInfo()->name(), expected_cluster_name_);
     }
   }
 
diff --git a/test/extensions/filters/http/ext_proc/mock_server.h b/test/extensions/filters/http/ext_proc/mock_server.h
index 1adebbdf39c5..918b6d4dcc0d 100644
--- a/test/extensions/filters/http/ext_proc/mock_server.h
+++ b/test/extensions/filters/http/ext_proc/mock_server.h
@@ -22,6 +22,8 @@ class MockClient : public ExternalProcessorClient {
               (envoy::service::ext_proc::v3::ProcessingRequest&&, bool, const uint64_t,
                RequestCallbacks*, StreamBase*));
   MOCK_METHOD(void, cancel, ());
+
+  MOCK_METHOD(const Envoy::StreamInfo::StreamInfo*, getStreamInfo, (), (const));
 };
 
 class MockStream : public ExternalProcessorStream {