diff --git a/audio/channel.cc b/audio/channel.cc
index 9775243187..3c6376318e 100644
--- a/audio/channel.cc
+++ b/audio/channel.cc
@@ -866,20 +866,22 @@ void Channel::OnRtpPacket(const RtpPacketReceived& packet) {
     contributing_sources_.Update(now_ms, csrcs);
   }
 
-  RTPHeader header;
-  packet.GetHeader(&header);
-
   // Store playout timestamp for the received RTP packet
   UpdatePlayoutTimestamp(false);
 
-  const auto& it = payload_type_frequencies_.find(header.payloadType);
+  const auto& it = payload_type_frequencies_.find(packet.PayloadType());
   if (it == payload_type_frequencies_.end())
     return;
-  header.payload_type_frequency = it->second;
+  // TODO(nisse): Set payload_type_frequency earlier, when packet is parsed.
+  RtpPacketReceived packet_copy(packet);
+  packet_copy.set_payload_type_frequency(it->second);
 
-  rtp_receive_statistics_->IncomingPacket(header, packet.size());
+  rtp_receive_statistics_->OnRtpPacket(packet_copy);
 
-  ReceivePacket(packet.data(), packet.size(), header);
+  RTPHeader header;
+  packet_copy.GetHeader(&header);
+
+  ReceivePacket(packet_copy.data(), packet_copy.size(), header);
 }
 
 bool Channel::ReceivePacket(const uint8_t* packet,
diff --git a/call/flexfec_receive_stream_impl.cc b/call/flexfec_receive_stream_impl.cc
index 0512ceeca6..679c5c56e0 100644
--- a/call/flexfec_receive_stream_impl.cc
+++ b/call/flexfec_receive_stream_impl.cc
@@ -177,9 +177,7 @@ void FlexfecReceiveStreamImpl::OnRtpPacket(const RtpPacketReceived& packet) {
 
   // Do not report media packets in the RTCP RRs generated by |rtp_rtcp_|.
   if (packet.Ssrc() == config_.remote_ssrc) {
-    RTPHeader header;
-    packet.GetHeader(&header);
-    rtp_receive_statistics_->IncomingPacket(header, packet.size());
+    rtp_receive_statistics_->OnRtpPacket(packet);
   }
 }
 
diff --git a/call/rtx_receive_stream.cc b/call/rtx_receive_stream.cc
index 3e2934fda8..e7065abb00 100644
--- a/call/rtx_receive_stream.cc
+++ b/call/rtx_receive_stream.cc
@@ -36,9 +36,7 @@ RtxReceiveStream::~RtxReceiveStream() = default;
 
 void RtxReceiveStream::OnRtpPacket(const RtpPacketReceived& rtx_packet) {
   if (rtp_receive_statistics_) {
-    RTPHeader header;
-    rtx_packet.GetHeader(&header);
-    rtp_receive_statistics_->IncomingPacket(header, rtx_packet.size());
+    rtp_receive_statistics_->OnRtpPacket(rtx_packet);
   }
   rtc::ArrayView<const uint8_t> payload = rtx_packet.payload();
 
diff --git a/modules/remote_bitrate_estimator/test/bwe_test_framework.cc b/modules/remote_bitrate_estimator/test/bwe_test_framework.cc
index 1e513ee315..0cd8129ad6 100644
--- a/modules/remote_bitrate_estimator/test/bwe_test_framework.cc
+++ b/modules/remote_bitrate_estimator/test/bwe_test_framework.cc
@@ -14,6 +14,7 @@
 
 #include <sstream>
 
+#include "modules/rtp_rtcp/source/rtp_header_extensions.h"
 #include "rtc_base/constructormagic.h"
 #include "rtc_base/numerics/safe_minmax.h"
 #include "rtc_base/system/unused.h"
@@ -137,6 +138,15 @@ void MediaPacket::SetAbsSendTimeMs(int64_t abs_send_time_ms) {
       0x00fffffful;
 }
 
+// Copies payload size and sequence number.
+RtpPacketReceived MediaPacket::GetRtpPacket() const {
+  RtpPacketReceived packet;
+
+  packet.SetPayloadSize(payload_size());
+  packet.SetSequenceNumber(header_.sequenceNumber);
+  return packet;
+}
+
 BbrBweFeedback::BbrBweFeedback(
     int flow_id,
     int64_t send_time_us,
diff --git a/modules/remote_bitrate_estimator/test/estimators/nada.cc b/modules/remote_bitrate_estimator/test/estimators/nada.cc
index 30d36f8d3d..c189d47343 100644
--- a/modules/remote_bitrate_estimator/test/estimators/nada.cc
+++ b/modules/remote_bitrate_estimator/test/estimators/nada.cc
@@ -57,8 +57,7 @@ void NadaBweReceiver::ReceivePacket(int64_t arrival_time_ms,
   const int64_t kDelayMaxThresholdMs = 400;  // Referred as d_max.
 
   clock_.AdvanceTimeMilliseconds(arrival_time_ms - clock_.TimeInMilliseconds());
-  recv_stats_->IncomingPacket(media_packet.header(),
-                              media_packet.payload_size());
+  recv_stats_->OnRtpPacket(media_packet.GetRtpPacket());
   // Refered as x_n.
   int64_t delay_ms = arrival_time_ms - media_packet.sender_timestamp_ms();
 
diff --git a/modules/remote_bitrate_estimator/test/estimators/remb.cc b/modules/remote_bitrate_estimator/test/estimators/remb.cc
index 324422024d..14e884eb38 100644
--- a/modules/remote_bitrate_estimator/test/estimators/remb.cc
+++ b/modules/remote_bitrate_estimator/test/estimators/remb.cc
@@ -84,8 +84,7 @@ RembReceiver::~RembReceiver() {}
 
 void RembReceiver::ReceivePacket(int64_t arrival_time_ms,
                                  const MediaPacket& media_packet) {
-  recv_stats_->IncomingPacket(media_packet.header(),
-                              media_packet.payload_size());
+  recv_stats_->OnRtpPacket(media_packet.GetRtpPacket());
 
   latest_estimate_bps_ = -1;
 
diff --git a/modules/remote_bitrate_estimator/test/packet.h b/modules/remote_bitrate_estimator/test/packet.h
index 5e45eb52d6..6f44988b14 100644
--- a/modules/remote_bitrate_estimator/test/packet.h
+++ b/modules/remote_bitrate_estimator/test/packet.h
@@ -19,6 +19,7 @@
 #include "common_types.h"  // NOLINT(build/include)
 #include "modules/remote_bitrate_estimator/include/remote_bitrate_estimator.h"
 #include "modules/rtp_rtcp/include/rtp_rtcp_defines.h"
+#include "modules/rtp_rtcp/source/rtp_packet_received.h"
 
 namespace webrtc {
 namespace testing {
@@ -77,6 +78,7 @@ class MediaPacket : public Packet {
   const RTPHeader& header() const { return header_; }
   Packet::Type GetPacketType() const override;
   uint16_t sequence_number() const { return header_.sequenceNumber; }
+  RtpPacketReceived GetRtpPacket() const;
 
  private:
   static const int kAbsSendTimeFraction = 18;
diff --git a/modules/rtp_rtcp/BUILD.gn b/modules/rtp_rtcp/BUILD.gn
index 378b5526d1..073ea05111 100644
--- a/modules/rtp_rtcp/BUILD.gn
+++ b/modules/rtp_rtcp/BUILD.gn
@@ -206,6 +206,7 @@ rtc_static_library("rtp_rtcp") {
     "../../api/video:video_bitrate_allocator",
     "../../api/video:video_frame",
     "../../api/video_codecs:video_codecs_api",
+    "../../call:rtp_interfaces",
     "../../common_video",
     "../../logging:rtc_event_audio",
     "../../logging:rtc_event_log_api",
diff --git a/modules/rtp_rtcp/include/receive_statistics.h b/modules/rtp_rtcp/include/receive_statistics.h
index fe72ada419..24d6f81237 100644
--- a/modules/rtp_rtcp/include/receive_statistics.h
+++ b/modules/rtp_rtcp/include/receive_statistics.h
@@ -14,6 +14,7 @@
 #include <map>
 #include <vector>
 
+#include "call/rtp_packet_sink_interface.h"
 #include "modules/include/module.h"
 #include "modules/include/module_common_types.h"
 #include "modules/rtp_rtcp/include/rtp_rtcp_defines.h"
@@ -48,28 +49,22 @@ class StreamStatistician {
   virtual uint32_t BitrateReceived() const = 0;
 };
 
-class ReceiveStatistics : public ReceiveStatisticsProvider {
+class ReceiveStatistics : public ReceiveStatisticsProvider,
+                          public RtpPacketSinkInterface {
  public:
   ~ReceiveStatistics() override = default;
 
   static ReceiveStatistics* Create(Clock* clock);
 
   // Updates the receive statistics with this packet.
+  // TODO(bugs.webrtc.org/8016): Deprecated. Delete as soon as
+  // downstream code is updated to use OnRtpPacket.
+  RTC_DEPRECATED
   virtual void IncomingPacket(const RTPHeader& rtp_header,
                               size_t packet_length) = 0;
 
-  // TODO(nisse): Wrapper for backwards compatibility. Delete as soon as
-  // downstream callers are updated.
-  RTC_DEPRECATED
-  void IncomingPacket(const RTPHeader& rtp_header,
-                      size_t packet_length,
-                      bool retransmitted) {
-    IncomingPacket(rtp_header, packet_length);
-  }
-
   // Increment counter for number of FEC packets received.
-  virtual void FecPacketReceived(const RTPHeader& header,
-                                 size_t packet_length) = 0;
+  virtual void FecPacketReceived(const RtpPacketReceived& packet) = 0;
 
   // Returns a pointer to the statistician of an ssrc.
   virtual StreamStatistician* GetStatistician(uint32_t ssrc) const = 0;
diff --git a/modules/rtp_rtcp/source/receive_statistics_impl.cc b/modules/rtp_rtcp/source/receive_statistics_impl.cc
index 80b8c9b0a2..abe028d670 100644
--- a/modules/rtp_rtcp/source/receive_statistics_impl.cc
+++ b/modules/rtp_rtcp/source/receive_statistics_impl.cc
@@ -16,6 +16,7 @@
 #include <vector>
 
 #include "modules/remote_bitrate_estimator/test/bwe_test_logging.h"
+#include "modules/rtp_rtcp/source/rtp_packet_received.h"
 #include "modules/rtp_rtcp/source/rtp_rtcp_config.h"
 #include "modules/rtp_rtcp/source/time_util.h"
 #include "rtc_base/logging.h"
@@ -372,6 +373,12 @@ ReceiveStatisticsImpl::~ReceiveStatisticsImpl() {
   }
 }
 
+void ReceiveStatisticsImpl::OnRtpPacket(const RtpPacketReceived& packet) {
+  RTPHeader header;
+  packet.GetHeader(&header);
+  IncomingPacket(header, packet.size());
+}
+
 void ReceiveStatisticsImpl::IncomingPacket(const RTPHeader& header,
                                            size_t packet_length) {
   StreamStatisticianImpl* impl;
@@ -394,18 +401,19 @@ void ReceiveStatisticsImpl::IncomingPacket(const RTPHeader& header,
   impl->IncomingPacket(header, packet_length);
 }
 
-void ReceiveStatisticsImpl::FecPacketReceived(const RTPHeader& header,
-                                              size_t packet_length) {
+void ReceiveStatisticsImpl::FecPacketReceived(const RtpPacketReceived& packet) {
   StreamStatisticianImpl* impl;
   {
     rtc::CritScope cs(&receive_statistics_lock_);
-    auto it = statisticians_.find(header.ssrc);
+    auto it = statisticians_.find(packet.Ssrc());
     // Ignore FEC if it is the first packet.
     if (it == statisticians_.end())
       return;
     impl = it->second;
   }
-  impl->FecPacketReceived(header, packet_length);
+  RTPHeader header;
+  packet.GetHeader(&header);
+  impl->FecPacketReceived(header, packet.size());
 }
 
 StreamStatistician* ReceiveStatisticsImpl::GetStatistician(
diff --git a/modules/rtp_rtcp/source/receive_statistics_impl.h b/modules/rtp_rtcp/source/receive_statistics_impl.h
index f94256ade6..56bfd2b4a4 100644
--- a/modules/rtp_rtcp/source/receive_statistics_impl.h
+++ b/modules/rtp_rtcp/source/receive_statistics_impl.h
@@ -105,10 +105,12 @@ class ReceiveStatisticsImpl : public ReceiveStatistics,
   // Implement ReceiveStatisticsProvider.
   std::vector<rtcp::ReportBlock> RtcpReportBlocks(size_t max_blocks) override;
 
+  // Implement RtpPacketSinkInterface
+  void OnRtpPacket(const RtpPacketReceived& packet) override;
+
   // Implement ReceiveStatistics.
   void IncomingPacket(const RTPHeader& header, size_t packet_length) override;
-  void FecPacketReceived(const RTPHeader& header,
-                         size_t packet_length) override;
+  void FecPacketReceived(const RtpPacketReceived& packet) override;
   StreamStatistician* GetStatistician(uint32_t ssrc) const override;
   void SetMaxReorderingThreshold(int max_reordering_threshold) override;
   void EnableRetransmitDetection(uint32_t ssrc, bool enable) override;
diff --git a/modules/rtp_rtcp/source/receive_statistics_unittest.cc b/modules/rtp_rtcp/source/receive_statistics_unittest.cc
index b721b034f5..18448cb77e 100644
--- a/modules/rtp_rtcp/source/receive_statistics_unittest.cc
+++ b/modules/rtp_rtcp/source/receive_statistics_unittest.cc
@@ -12,6 +12,8 @@
 #include <vector>
 
 #include "modules/rtp_rtcp/include/receive_statistics.h"
+#include "modules/rtp_rtcp/source/rtp_packet_received.h"
+#include "rtc_base/random.h"
 #include "system_wrappers/include/clock.h"
 #include "test/gmock.h"
 #include "test/gtest.h"
@@ -29,40 +31,71 @@ const uint32_t kSsrc2 = 202;
 const uint32_t kSsrc3 = 203;
 const uint32_t kSsrc4 = 304;
 
-RTPHeader CreateRtpHeader(uint32_t ssrc) {
-  RTPHeader header;
-  memset(&header, 0, sizeof(header));
-  header.ssrc = ssrc;
-  header.sequenceNumber = 100;
-  header.payload_type_frequency = 90000;
-  return header;
+RtpPacketReceived CreateRtpPacket(uint32_t ssrc,
+                                  size_t header_size,
+                                  size_t payload_size,
+                                  size_t padding_size) {
+  RtpPacketReceived packet;
+  packet.SetSsrc(ssrc);
+  packet.SetSequenceNumber(100);
+  packet.set_payload_type_frequency(90000);
+  RTC_CHECK_GE(header_size, 12);
+  RTC_CHECK_EQ(header_size % 4, 0);
+  if (header_size > 12) {
+    // Insert csrcs to increase header size.
+    const int num_csrcs = (header_size - 12) / 4;
+    std::vector<uint32_t> csrcs(num_csrcs);
+    packet.SetCsrcs(csrcs);
+  }
+  packet.SetPayloadSize(payload_size);
+  if (padding_size > 0) {
+    Random random(17);
+    packet.SetPadding(padding_size, &random);
+  }
+  return packet;
+}
+
+RtpPacketReceived CreateRtpPacket(uint32_t ssrc, size_t packet_size) {
+  return CreateRtpPacket(ssrc, 12, packet_size - 12, 0);
+}
+
+void IncrementSequenceNumber(RtpPacketReceived* packet, uint16_t incr) {
+  packet->SetSequenceNumber(packet->SequenceNumber() + incr);
+}
+
+void IncrementSequenceNumber(RtpPacketReceived* packet) {
+  IncrementSequenceNumber(packet, 1);
+}
+
+void IncrementTimestamp(RtpPacketReceived* packet, uint32_t incr) {
+  packet->SetTimestamp(packet->Timestamp() + incr);
 }
 
 class ReceiveStatisticsTest : public ::testing::Test {
  public:
   ReceiveStatisticsTest()
       : clock_(0), receive_statistics_(ReceiveStatistics::Create(&clock_)) {
-    header1_ = CreateRtpHeader(kSsrc1);
-    header2_ = CreateRtpHeader(kSsrc2);
+    packet1_ = CreateRtpPacket(kSsrc1, kPacketSize1);
+    packet2_ = CreateRtpPacket(kSsrc2, kPacketSize2);
   }
 
  protected:
   SimulatedClock clock_;
   std::unique_ptr<ReceiveStatistics> receive_statistics_;
-  RTPHeader header1_;
-  RTPHeader header2_;
+  RtpPacketReceived packet1_;
+  RtpPacketReceived packet2_;
 };
 
 TEST_F(ReceiveStatisticsTest, TwoIncomingSsrcs) {
-  receive_statistics_->IncomingPacket(header1_, kPacketSize1);
-  ++header1_.sequenceNumber;
-  receive_statistics_->IncomingPacket(header2_, kPacketSize2);
-  ++header2_.sequenceNumber;
+  receive_statistics_->OnRtpPacket(packet1_);
+  IncrementSequenceNumber(&packet1_);
+  receive_statistics_->OnRtpPacket(packet2_);
+  IncrementSequenceNumber(&packet2_);
   clock_.AdvanceTimeMilliseconds(100);
-  receive_statistics_->IncomingPacket(header1_, kPacketSize1);
-  ++header1_.sequenceNumber;
-  receive_statistics_->IncomingPacket(header2_, kPacketSize2);
-  ++header2_.sequenceNumber;
+  receive_statistics_->OnRtpPacket(packet1_);
+  IncrementSequenceNumber(&packet1_);
+  receive_statistics_->OnRtpPacket(packet2_);
+  IncrementSequenceNumber(&packet2_);
 
   StreamStatistician* statistician =
       receive_statistics_->GetStatistician(kSsrc1);
@@ -84,10 +117,10 @@ TEST_F(ReceiveStatisticsTest, TwoIncomingSsrcs) {
   EXPECT_EQ(2u, receive_statistics_->RtcpReportBlocks(3).size());
   // Add more incoming packets and verify that they are registered in both
   // access methods.
-  receive_statistics_->IncomingPacket(header1_, kPacketSize1);
-  ++header1_.sequenceNumber;
-  receive_statistics_->IncomingPacket(header2_, kPacketSize2);
-  ++header2_.sequenceNumber;
+  receive_statistics_->OnRtpPacket(packet1_);
+  IncrementSequenceNumber(&packet1_);
+  receive_statistics_->OnRtpPacket(packet2_);
+  IncrementSequenceNumber(&packet2_);
 
   receive_statistics_->GetStatistician(kSsrc1)->GetDataCounters(
       &bytes_received, &packets_received);
@@ -101,12 +134,12 @@ TEST_F(ReceiveStatisticsTest, TwoIncomingSsrcs) {
 
 TEST_F(ReceiveStatisticsTest,
        RtcpReportBlocksReturnsMaxBlocksWhenThereAreMoreStatisticians) {
-  RTPHeader header1 = CreateRtpHeader(kSsrc1);
-  RTPHeader header2 = CreateRtpHeader(kSsrc2);
-  RTPHeader header3 = CreateRtpHeader(kSsrc3);
-  receive_statistics_->IncomingPacket(header1, kPacketSize1);
-  receive_statistics_->IncomingPacket(header2, kPacketSize1);
-  receive_statistics_->IncomingPacket(header3, kPacketSize1);
+  RtpPacketReceived packet1 = CreateRtpPacket(kSsrc1, kPacketSize1);
+  RtpPacketReceived packet2 = CreateRtpPacket(kSsrc2, kPacketSize1);
+  RtpPacketReceived packet3 = CreateRtpPacket(kSsrc3, kPacketSize1);
+  receive_statistics_->OnRtpPacket(packet1);
+  receive_statistics_->OnRtpPacket(packet2);
+  receive_statistics_->OnRtpPacket(packet3);
 
   EXPECT_THAT(receive_statistics_->RtcpReportBlocks(2), SizeIs(2));
   EXPECT_THAT(receive_statistics_->RtcpReportBlocks(2), SizeIs(2));
@@ -115,14 +148,14 @@ TEST_F(ReceiveStatisticsTest,
 
 TEST_F(ReceiveStatisticsTest,
        RtcpReportBlocksReturnsAllObservedSsrcsWithMultipleCalls) {
-  RTPHeader header1 = CreateRtpHeader(kSsrc1);
-  RTPHeader header2 = CreateRtpHeader(kSsrc2);
-  RTPHeader header3 = CreateRtpHeader(kSsrc3);
-  RTPHeader header4 = CreateRtpHeader(kSsrc4);
-  receive_statistics_->IncomingPacket(header1, kPacketSize1);
-  receive_statistics_->IncomingPacket(header2, kPacketSize1);
-  receive_statistics_->IncomingPacket(header3, kPacketSize1);
-  receive_statistics_->IncomingPacket(header4, kPacketSize1);
+  RtpPacketReceived packet1 = CreateRtpPacket(kSsrc1, kPacketSize1);
+  RtpPacketReceived packet2 = CreateRtpPacket(kSsrc2, kPacketSize1);
+  RtpPacketReceived packet3 = CreateRtpPacket(kSsrc3, kPacketSize1);
+  RtpPacketReceived packet4 = CreateRtpPacket(kSsrc4, kPacketSize1);
+  receive_statistics_->OnRtpPacket(packet1);
+  receive_statistics_->OnRtpPacket(packet2);
+  receive_statistics_->OnRtpPacket(packet3);
+  receive_statistics_->OnRtpPacket(packet4);
 
   std::vector<uint32_t> observed_ssrcs;
   std::vector<rtcp::ReportBlock> report_blocks =
@@ -141,11 +174,11 @@ TEST_F(ReceiveStatisticsTest,
 }
 
 TEST_F(ReceiveStatisticsTest, ActiveStatisticians) {
-  receive_statistics_->IncomingPacket(header1_, kPacketSize1);
-  ++header1_.sequenceNumber;
+  receive_statistics_->OnRtpPacket(packet1_);
+  IncrementSequenceNumber(&packet1_);
   clock_.AdvanceTimeMilliseconds(1000);
-  receive_statistics_->IncomingPacket(header2_, kPacketSize2);
-  ++header2_.sequenceNumber;
+  receive_statistics_->OnRtpPacket(packet2_);
+  IncrementSequenceNumber(&packet2_);
   // Nothing should time out since only 1000 ms has passed since the first
   // packet came in.
   EXPECT_EQ(2u, receive_statistics_->RtcpReportBlocks(3).size());
@@ -158,8 +191,8 @@ TEST_F(ReceiveStatisticsTest, ActiveStatisticians) {
   // kSsrc2 should have timed out.
   EXPECT_EQ(0u, receive_statistics_->RtcpReportBlocks(3).size());
 
-  receive_statistics_->IncomingPacket(header1_, kPacketSize1);
-  ++header1_.sequenceNumber;
+  receive_statistics_->OnRtpPacket(packet1_);
+  IncrementSequenceNumber(&packet1_);
   // kSsrc1 should be active again and the data counters should have survived.
   EXPECT_EQ(1u, receive_statistics_->RtcpReportBlocks(3).size());
   StreamStatistician* statistician =
@@ -179,12 +212,12 @@ TEST_F(ReceiveStatisticsTest,
   EXPECT_TRUE(receive_statistics_->GetStatistician(kSsrc1) != nullptr);
   EXPECT_EQ(0u, receive_statistics_->RtcpReportBlocks(3).size());
   // Receive first packet
-  receive_statistics_->IncomingPacket(header1_, kPacketSize1);
+  receive_statistics_->OnRtpPacket(packet1_);
   EXPECT_EQ(1u, receive_statistics_->RtcpReportBlocks(3).size());
 }
 
 TEST_F(ReceiveStatisticsTest, GetReceiveStreamDataCounters) {
-  receive_statistics_->IncomingPacket(header1_, kPacketSize1);
+  receive_statistics_->OnRtpPacket(packet1_);
   StreamStatistician* statistician =
       receive_statistics_->GetStatistician(kSsrc1);
   ASSERT_TRUE(statistician != NULL);
@@ -194,7 +227,7 @@ TEST_F(ReceiveStatisticsTest, GetReceiveStreamDataCounters) {
   EXPECT_GT(counters.first_packet_time_ms, -1);
   EXPECT_EQ(1u, counters.transmitted.packets);
 
-  receive_statistics_->IncomingPacket(header1_, kPacketSize1);
+  receive_statistics_->OnRtpPacket(packet1_);
   statistician->GetReceiveStreamDataCounters(&counters);
   EXPECT_GT(counters.first_packet_time_ms, -1);
   EXPECT_EQ(2u, counters.transmitted.packets);
@@ -225,23 +258,23 @@ TEST_F(ReceiveStatisticsTest, RtcpCallbacks) {
   receive_statistics_->EnableRetransmitDetection(kSsrc1, true);
 
   // Add some arbitrary data, with loss and jitter.
-  header1_.sequenceNumber = 1;
+  packet1_.SetSequenceNumber(1);
   clock_.AdvanceTimeMilliseconds(7);
-  header1_.timestamp += 3;
-  receive_statistics_->IncomingPacket(header1_, kPacketSize1);
-  header1_.sequenceNumber += 2;
+  IncrementTimestamp(&packet1_, 3);
+  receive_statistics_->OnRtpPacket(packet1_);
+  IncrementSequenceNumber(&packet1_, 2);
   clock_.AdvanceTimeMilliseconds(9);
-  header1_.timestamp += 9;
-  receive_statistics_->IncomingPacket(header1_, kPacketSize1);
-  --header1_.sequenceNumber;
+  IncrementTimestamp(&packet1_, 9);
+  receive_statistics_->OnRtpPacket(packet1_);
+  IncrementSequenceNumber(&packet1_, -1);
   clock_.AdvanceTimeMilliseconds(13);
-  header1_.timestamp += 47;
-  receive_statistics_->IncomingPacket(header1_, kPacketSize1);
-  header1_.sequenceNumber += 3;
+  IncrementTimestamp(&packet1_, 47);
+  receive_statistics_->OnRtpPacket(packet1_);
+  IncrementSequenceNumber(&packet1_, 3);
   clock_.AdvanceTimeMilliseconds(11);
-  header1_.timestamp += 17;
-  receive_statistics_->IncomingPacket(header1_, kPacketSize1);
-  ++header1_.sequenceNumber;
+  IncrementTimestamp(&packet1_, 17);
+  receive_statistics_->OnRtpPacket(packet1_);
+  IncrementSequenceNumber(&packet1_);
 
   EXPECT_EQ(0u, callback.num_calls_);
 
@@ -265,23 +298,23 @@ TEST_F(ReceiveStatisticsTest, RtcpCallbacks) {
   receive_statistics_->RegisterRtcpStatisticsCallback(NULL);
 
   // Add some more data.
-  header1_.sequenceNumber = 1;
+  packet1_.SetSequenceNumber(1);
   clock_.AdvanceTimeMilliseconds(7);
-  header1_.timestamp += 3;
-  receive_statistics_->IncomingPacket(header1_, kPacketSize1);
-  header1_.sequenceNumber += 2;
+  IncrementTimestamp(&packet1_, 3);
+  receive_statistics_->OnRtpPacket(packet1_);
+  IncrementSequenceNumber(&packet1_, 2);
   clock_.AdvanceTimeMilliseconds(9);
-  header1_.timestamp += 9;
-  receive_statistics_->IncomingPacket(header1_, kPacketSize1);
-  --header1_.sequenceNumber;
+  IncrementTimestamp(&packet1_, 9);
+  receive_statistics_->OnRtpPacket(packet1_);
+  IncrementSequenceNumber(&packet1_, -1);
   clock_.AdvanceTimeMilliseconds(13);
-  header1_.timestamp += 47;
-  receive_statistics_->IncomingPacket(header1_, kPacketSize1);
-  header1_.sequenceNumber += 3;
+  IncrementTimestamp(&packet1_, 47);
+  receive_statistics_->OnRtpPacket(packet1_);
+  IncrementSequenceNumber(&packet1_, 3);
   clock_.AdvanceTimeMilliseconds(11);
-  header1_.timestamp += 17;
-  receive_statistics_->IncomingPacket(header1_, kPacketSize1);
-  ++header1_.sequenceNumber;
+  IncrementTimestamp(&packet1_, 17);
+  receive_statistics_->OnRtpPacket(packet1_);
+  IncrementSequenceNumber(&packet1_);
 
   receive_statistics_->GetStatistician(kSsrc1)->GetStatistics(&statistics,
                                                               true);
@@ -334,9 +367,10 @@ TEST_F(ReceiveStatisticsTest, RtpCallbacks) {
   const size_t kHeaderLength = 20;
   const size_t kPaddingLength = 9;
 
-  // One packet of size kPacketSize1.
-  header1_.headerLength = kHeaderLength;
-  receive_statistics_->IncomingPacket(header1_, kPacketSize1 + kHeaderLength);
+  // One packet with payload size kPacketSize1.
+  RtpPacketReceived packet1 =
+      CreateRtpPacket(kSsrc1, kHeaderLength, kPacketSize1, 0);
+  receive_statistics_->OnRtpPacket(packet1);
   StreamDataCounters expected;
   expected.transmitted.payload_bytes = kPacketSize1;
   expected.transmitted.header_bytes = kHeaderLength;
@@ -349,12 +383,12 @@ TEST_F(ReceiveStatisticsTest, RtpCallbacks) {
   expected.fec.packets = 0;
   callback.Matches(1, kSsrc1, expected);
 
-  ++header1_.sequenceNumber;
-  clock_.AdvanceTimeMilliseconds(5);
-  header1_.paddingLength = 9;
   // Another packet of size kPacketSize1 with 9 bytes padding.
-  receive_statistics_->IncomingPacket(
-      header1_, kPacketSize1 + kHeaderLength + kPaddingLength);
+  RtpPacketReceived packet2 =
+      CreateRtpPacket(kSsrc1, kHeaderLength, kPacketSize1, 9);
+  packet2.SetSequenceNumber(packet1.SequenceNumber() + 1);
+  clock_.AdvanceTimeMilliseconds(5);
+  receive_statistics_->OnRtpPacket(packet2);
   expected.transmitted.payload_bytes = kPacketSize1 * 2;
   expected.transmitted.header_bytes = kHeaderLength * 2;
   expected.transmitted.padding_bytes = kPaddingLength;
@@ -363,8 +397,7 @@ TEST_F(ReceiveStatisticsTest, RtpCallbacks) {
 
   clock_.AdvanceTimeMilliseconds(5);
   // Retransmit last packet.
-  receive_statistics_->IncomingPacket(
-      header1_, kPacketSize1 + kHeaderLength + kPaddingLength);
+  receive_statistics_->OnRtpPacket(packet2);
   expected.transmitted.payload_bytes = kPacketSize1 * 3;
   expected.transmitted.header_bytes = kHeaderLength * 3;
   expected.transmitted.padding_bytes = kPaddingLength * 2;
@@ -375,13 +408,11 @@ TEST_F(ReceiveStatisticsTest, RtpCallbacks) {
   expected.retransmitted.packets = 1;
   callback.Matches(3, kSsrc1, expected);
 
-  header1_.paddingLength = 0;
-  ++header1_.sequenceNumber;
-  clock_.AdvanceTimeMilliseconds(5);
   // One FEC packet.
-  receive_statistics_->IncomingPacket(header1_, kPacketSize1 + kHeaderLength);
-  receive_statistics_->FecPacketReceived(header1_,
-                                         kPacketSize1 + kHeaderLength);
+  packet1.SetSequenceNumber(packet2.SequenceNumber() + 1);
+  clock_.AdvanceTimeMilliseconds(5);
+  receive_statistics_->OnRtpPacket(packet1);
+  receive_statistics_->FecPacketReceived(packet1);
   expected.transmitted.payload_bytes = kPacketSize1 * 4;
   expected.transmitted.header_bytes = kHeaderLength * 4;
   expected.transmitted.packets = 4;
@@ -393,9 +424,9 @@ TEST_F(ReceiveStatisticsTest, RtpCallbacks) {
   receive_statistics_->RegisterRtpStatisticsCallback(NULL);
 
   // New stats, but callback should not be called.
-  ++header1_.sequenceNumber;
+  IncrementSequenceNumber(&packet1);
   clock_.AdvanceTimeMilliseconds(5);
-  receive_statistics_->IncomingPacket(header1_, kPacketSize1 + kHeaderLength);
+  receive_statistics_->OnRtpPacket(packet1);
   callback.Matches(5, kSsrc1, expected);
 }
 
@@ -404,14 +435,13 @@ TEST_F(ReceiveStatisticsTest, RtpCallbacksFecFirst) {
   receive_statistics_->RegisterRtpStatisticsCallback(&callback);
 
   const uint32_t kHeaderLength = 20;
-  header1_.headerLength = kHeaderLength;
-
+  RtpPacketReceived packet =
+      CreateRtpPacket(kSsrc1, kHeaderLength, kPacketSize1, 0);
   // If first packet is FEC, ignore it.
-  receive_statistics_->FecPacketReceived(header1_,
-                                         kPacketSize1 + kHeaderLength);
+  receive_statistics_->FecPacketReceived(packet);
   EXPECT_EQ(0u, callback.num_calls_);
 
-  receive_statistics_->IncomingPacket(header1_, kPacketSize1 + kHeaderLength);
+  receive_statistics_->OnRtpPacket(packet);
   StreamDataCounters expected;
   expected.transmitted.payload_bytes = kPacketSize1;
   expected.transmitted.header_bytes = kHeaderLength;
@@ -420,8 +450,7 @@ TEST_F(ReceiveStatisticsTest, RtpCallbacksFecFirst) {
   expected.fec.packets = 0;
   callback.Matches(1, kSsrc1, expected);
 
-  receive_statistics_->FecPacketReceived(header1_,
-                                         kPacketSize1 + kHeaderLength);
+  receive_statistics_->FecPacketReceived(packet);
   expected.fec.payload_bytes = kPacketSize1;
   expected.fec.header_bytes = kHeaderLength;
   expected.fec.packets = 1;
diff --git a/modules/rtp_rtcp/source/rtcp_sender_unittest.cc b/modules/rtp_rtcp/source/rtcp_sender_unittest.cc
index bccf96df5e..a08ce0e83e 100644
--- a/modules/rtp_rtcp/source/rtcp_sender_unittest.cc
+++ b/modules/rtp_rtcp/source/rtcp_sender_unittest.cc
@@ -14,6 +14,7 @@
 #include "modules/rtp_rtcp/source/rtcp_packet/bye.h"
 #include "modules/rtp_rtcp/source/rtcp_packet/common_header.h"
 #include "modules/rtp_rtcp/source/rtcp_sender.h"
+#include "modules/rtp_rtcp/source/rtp_packet_received.h"
 #include "modules/rtp_rtcp/source/rtp_rtcp_impl.h"
 #include "rtc_base/rate_limiter.h"
 #include "test/gmock.h"
@@ -93,13 +94,12 @@ class RtcpSenderTest : public ::testing::Test {
   }
 
   void InsertIncomingPacket(uint32_t remote_ssrc, uint16_t seq_num) {
-    RTPHeader header;
-    header.ssrc = remote_ssrc;
-    header.sequenceNumber = seq_num;
-    header.timestamp = 12345;
-    header.headerLength = 12;
-    size_t kPacketLength = 100;
-    receive_statistics_->IncomingPacket(header, kPacketLength);
+    RtpPacketReceived packet;
+    packet.SetSsrc(remote_ssrc);
+    packet.SetSequenceNumber(seq_num);
+    packet.SetTimestamp(12345);
+    packet.SetPayloadSize(100 - 12);
+    receive_statistics_->OnRtpPacket(packet);
   }
 
   test::RtcpPacketParser* parser() { return &test_transport_.parser_; }
diff --git a/modules/rtp_rtcp/source/rtp_rtcp_impl_unittest.cc b/modules/rtp_rtcp/source/rtp_rtcp_impl_unittest.cc
index e6e33b722a..5160a64be7 100644
--- a/modules/rtp_rtcp/source/rtp_rtcp_impl_unittest.cc
+++ b/modules/rtp_rtcp/source/rtp_rtcp_impl_unittest.cc
@@ -17,6 +17,7 @@
 #include "modules/rtp_rtcp/include/rtp_rtcp_defines.h"
 #include "modules/rtp_rtcp/source/rtcp_packet.h"
 #include "modules/rtp_rtcp/source/rtcp_packet/nack.h"
+#include "modules/rtp_rtcp/source/rtp_packet_received.h"
 #include "modules/rtp_rtcp/source/rtp_rtcp_impl.h"
 #include "rtc_base/rate_limiter.h"
 #include "test/gmock.h"
@@ -318,12 +319,12 @@ TEST_F(RtpRtcpImplTest, SetSelectiveRetransmissions_HigherLayers) {
 }
 
 TEST_F(RtpRtcpImplTest, Rtt) {
-  RTPHeader header;
-  header.timestamp = 1;
-  header.sequenceNumber = 123;
-  header.ssrc = kSenderSsrc;
-  header.headerLength = 12;
-  receiver_.receive_statistics_->IncomingPacket(header, 100);
+  RtpPacketReceived packet;
+  packet.SetTimestamp(1);
+  packet.SetSequenceNumber(123);
+  packet.SetSsrc(kSenderSsrc);
+  packet.AllocatePayload(100 - 12);
+  receiver_.receive_statistics_->OnRtpPacket(packet);
 
   // Send Frame before sending an SR.
   SendFrame(&sender_, kBaseLayerTid);
diff --git a/modules/rtp_rtcp/test/testAPI/test_api.cc b/modules/rtp_rtcp/test/testAPI/test_api.cc
index b51daa3053..a147483ba6 100644
--- a/modules/rtp_rtcp/test/testAPI/test_api.cc
+++ b/modules/rtp_rtcp/test/testAPI/test_api.cc
@@ -14,6 +14,7 @@
 #include <memory>
 #include <string>
 
+#include "modules/rtp_rtcp/source/rtp_packet_received.h"
 #include "rtc_base/checks.h"
 #include "rtc_base/rate_limiter.h"
 #include "test/null_transport.h"
@@ -43,22 +44,23 @@ bool LoopBackTransport::SendRtp(const uint8_t* data,
       return true;
     }
   }
-  RTPHeader header;
-  std::unique_ptr<RtpHeaderParser> parser(RtpHeaderParser::Create());
-  if (!parser->Parse(data, len, &header)) {
+  RtpPacketReceived parsed_packet;
+  if (!parsed_packet.Parse(data, len)) {
     return false;
   }
   const auto pl =
-      rtp_payload_registry_->PayloadTypeToPayload(header.payloadType);
+      rtp_payload_registry_->PayloadTypeToPayload(parsed_packet.PayloadType());
   if (!pl) {
     return false;
   }
-  const uint8_t* payload = data + header.headerLength;
-  RTC_CHECK_GE(len, header.headerLength);
-  const size_t payload_length = len - header.headerLength;
-  receive_statistics_->IncomingPacket(header, len);
-  return rtp_receiver_->IncomingRtpPacket(header, payload, payload_length,
-                                          pl->typeSpecific);
+  receive_statistics_->OnRtpPacket(parsed_packet);
+  RTPHeader header;
+  parsed_packet.GetHeader(&header);
+  return rtp_receiver_->IncomingRtpPacket(
+      header, parsed_packet.payload().data(),
+      // RtpReceiver expects length including padding.
+      parsed_packet.payload_size() + parsed_packet.padding_size(),
+      pl->typeSpecific);
 }
 
 bool LoopBackTransport::SendRtcp(const uint8_t* data, size_t len) {
diff --git a/video/rtp_video_stream_receiver.cc b/video/rtp_video_stream_receiver.cc
index ecd62ae082..c4e7905d43 100644
--- a/video/rtp_video_stream_receiver.cc
+++ b/video/rtp_video_stream_receiver.cc
@@ -320,11 +320,7 @@ void RtpVideoStreamReceiver::OnRtpPacket(const RtpPacketReceived& packet) {
   // Receive statistics will be reset if the payload type changes (make sure
   // that the first packet is included in the stats).
   if (!packet.recovered()) {
-    RTPHeader header;
-    packet.GetHeader(&header);
-    // TODO(nisse): We should pass a recovered flag to stats, to aid
-    // fixing bug bugs.webrtc.org/6339.
-    rtp_receive_statistics_->IncomingPacket(header, packet.size());
+    rtp_receive_statistics_->OnRtpPacket(packet);
   }
 
   for (RtpPacketSinkInterface* secondary_sink : secondary_sinks_) {
@@ -421,9 +417,7 @@ void RtpVideoStreamReceiver::ReceivePacket(const RtpPacketReceived& packet) {
     return;
   }
   if (packet.PayloadType() == config_.rtp.red_payload_type) {
-    RTPHeader header;
-    packet.GetHeader(&header);
-    ParseAndHandleEncapsulatingHeader(packet.data(), packet.size(), header);
+    ParseAndHandleEncapsulatingHeader(packet);
     return;
   }
 
@@ -509,21 +503,21 @@ void RtpVideoStreamReceiver::ReceivePacket(const RtpPacketReceived& packet) {
 }
 
 void RtpVideoStreamReceiver::ParseAndHandleEncapsulatingHeader(
-    const uint8_t* packet,
-    size_t packet_length,
-    const RTPHeader& header) {
+    const RtpPacketReceived& packet) {
   RTC_DCHECK_CALLED_SEQUENTIALLY(&worker_task_checker_);
-  if (header.payloadType == config_.rtp.red_payload_type &&
-      packet_length > header.headerLength + header.paddingLength) {
-    if (packet[header.headerLength] == config_.rtp.ulpfec_payload_type) {
-      rtp_receive_statistics_->FecPacketReceived(header, packet_length);
+  if (packet.PayloadType() == config_.rtp.red_payload_type &&
+      packet.payload_size() > 0) {
+    if (packet.payload()[0] == config_.rtp.ulpfec_payload_type) {
+      rtp_receive_statistics_->FecPacketReceived(packet);
       // Notify video_receiver about received FEC packets to avoid NACKing these
       // packets.
-      NotifyReceiverOfEmptyPacket(header.sequenceNumber);
+      NotifyReceiverOfEmptyPacket(packet.SequenceNumber());
     }
+    RTPHeader header;
+    packet.GetHeader(&header);
     if (ulpfec_receiver_->AddReceivedRedPacket(
-            header, packet, packet_length, config_.rtp.ulpfec_payload_type) !=
-        0) {
+            header, packet.data(), packet.size(),
+            config_.rtp.ulpfec_payload_type) != 0) {
       return;
     }
     ulpfec_receiver_->ProcessReceivedFec();
diff --git a/video/rtp_video_stream_receiver.h b/video/rtp_video_stream_receiver.h
index 54398871a8..b54d38291e 100644
--- a/video/rtp_video_stream_receiver.h
+++ b/video/rtp_video_stream_receiver.h
@@ -143,9 +143,7 @@ class RtpVideoStreamReceiver : public RtpData,
   void ReceivePacket(const RtpPacketReceived& packet);
   // Parses and handles RED headers.
   // This function assumes that it's being called from only one thread.
-  void ParseAndHandleEncapsulatingHeader(const uint8_t* packet,
-                                         size_t packet_length,
-                                         const RTPHeader& header);
+  void ParseAndHandleEncapsulatingHeader(const RtpPacketReceived& packet);
   void NotifyReceiverOfEmptyPacket(uint16_t seq_num);
   void UpdateHistograms();
   bool IsRedEnabled() const;