diff --git a/.gitattributes b/.gitattributes
index b03b218eb51..2661229e94f 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -29,8 +29,8 @@ tools/run_tests/tests.json linguist-generated=true
 tools/run_tests/generated/tests.json linguist-generated=true
 tools/run_tests/generated/sources_and_headers.json linguist-generated=true
 src/core/lib/security/credentials/tls/grpc_tls_credentials_options.h linguist-generated=true
-src/core/lib/debug/stats_data.h linguist-generated=true
-src/core/lib/debug/stats_data.cc linguist-generated=true
+src/core/telemetry/stats_data.h linguist-generated=true
+src/core/telemetry/stats_data.cc linguist-generated=true
 src/core/lib/experiments/experiments.h linguist-generated=true
 src/core/lib/experiments/experiments.cc linguist-generated=true
 bazel/experiments.bzl linguist-generated=true
diff --git a/BUILD b/BUILD
index 6cfbe881c50..79ee22f7510 100644
--- a/BUILD
+++ b/BUILD
@@ -1742,10 +1742,10 @@ grpc_cc_library(
 grpc_cc_library(
     name = "call_tracer",
     srcs = [
-        "//src/core:lib/channel/call_tracer.cc",
+        "//src/core:telemetry/call_tracer.cc",
     ],
     hdrs = [
-        "//src/core:lib/channel/call_tracer.h",
+        "//src/core:telemetry/call_tracer.h",
     ],
     external_deps = [
         "absl/log:check",
@@ -3463,10 +3463,10 @@ grpc_cc_library(
 grpc_cc_library(
     name = "stats",
     srcs = [
-        "//src/core:lib/debug/stats.cc",
+        "//src/core:telemetry/stats.cc",
     ],
     hdrs = [
-        "//src/core:lib/debug/stats.h",
+        "//src/core:telemetry/stats.h",
     ],
     external_deps = [
         "absl/strings",
@@ -4751,7 +4751,7 @@ grpc_cc_library(
 grpc_cc_library(
     name = "tcp_tracer",
     hdrs = [
-        "//src/core:lib/channel/tcp_tracer.h",
+        "//src/core:telemetry/tcp_tracer.h",
     ],
     external_deps = [
         "absl/time",
diff --git a/CMakeLists.txt b/CMakeLists.txt
index d0172728836..f4090e8b821 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -2228,7 +2228,6 @@ add_library(grpc
   src/core/lib/address_utils/sockaddr_utils.cc
   src/core/lib/backoff/backoff.cc
   src/core/lib/backoff/random_early_detection.cc
-  src/core/lib/channel/call_tracer.cc
   src/core/lib/channel/channel_args.cc
   src/core/lib/channel/channel_args_preconditioning.cc
   src/core/lib/channel/channel_stack.cc
@@ -2236,7 +2235,6 @@ add_library(grpc
   src/core/lib/channel/channel_stack_builder_impl.cc
   src/core/lib/channel/channel_stack_trace.cc
   src/core/lib/channel/connected_channel.cc
-  src/core/lib/channel/metrics.cc
   src/core/lib/channel/promise_based_filter.cc
   src/core/lib/channel/status_util.cc
   src/core/lib/compression/compression.cc
@@ -2244,9 +2242,6 @@ add_library(grpc
   src/core/lib/compression/message_compress.cc
   src/core/lib/config/core_configuration.cc
   src/core/lib/debug/event_log.cc
-  src/core/lib/debug/histogram_view.cc
-  src/core/lib/debug/stats.cc
-  src/core/lib/debug/stats_data.cc
   src/core/lib/debug/trace.cc
   src/core/lib/event_engine/ares_resolver.cc
   src/core/lib/event_engine/cf_engine/cf_engine.cc
@@ -2571,6 +2566,11 @@ add_library(grpc
   src/core/service_config/service_config_channel_arg_filter.cc
   src/core/service_config/service_config_impl.cc
   src/core/service_config/service_config_parser.cc
+  src/core/telemetry/call_tracer.cc
+  src/core/telemetry/histogram_view.cc
+  src/core/telemetry/metrics.cc
+  src/core/telemetry/stats.cc
+  src/core/telemetry/stats_data.cc
   src/core/tsi/alts/crypt/aes_gcm.cc
   src/core/tsi/alts/crypt/gsec.cc
   src/core/tsi/alts/frame_protector/alts_counter.cc
@@ -3021,7 +3021,6 @@ add_library(grpc_unsecure
   src/core/lib/address_utils/sockaddr_utils.cc
   src/core/lib/backoff/backoff.cc
   src/core/lib/backoff/random_early_detection.cc
-  src/core/lib/channel/call_tracer.cc
   src/core/lib/channel/channel_args.cc
   src/core/lib/channel/channel_args_preconditioning.cc
   src/core/lib/channel/channel_stack.cc
@@ -3029,7 +3028,6 @@ add_library(grpc_unsecure
   src/core/lib/channel/channel_stack_builder_impl.cc
   src/core/lib/channel/channel_stack_trace.cc
   src/core/lib/channel/connected_channel.cc
-  src/core/lib/channel/metrics.cc
   src/core/lib/channel/promise_based_filter.cc
   src/core/lib/channel/status_util.cc
   src/core/lib/compression/compression.cc
@@ -3037,9 +3035,6 @@ add_library(grpc_unsecure
   src/core/lib/compression/message_compress.cc
   src/core/lib/config/core_configuration.cc
   src/core/lib/debug/event_log.cc
-  src/core/lib/debug/histogram_view.cc
-  src/core/lib/debug/stats.cc
-  src/core/lib/debug/stats_data.cc
   src/core/lib/debug/trace.cc
   src/core/lib/event_engine/ares_resolver.cc
   src/core/lib/event_engine/cf_engine/cf_engine.cc
@@ -3312,6 +3307,11 @@ add_library(grpc_unsecure
   src/core/service_config/service_config_channel_arg_filter.cc
   src/core/service_config/service_config_impl.cc
   src/core/service_config/service_config_parser.cc
+  src/core/telemetry/call_tracer.cc
+  src/core/telemetry/histogram_view.cc
+  src/core/telemetry/metrics.cc
+  src/core/telemetry/stats.cc
+  src/core/telemetry/stats_data.cc
   src/core/tsi/alts/handshaker/transport_security_common_api.cc
   src/core/tsi/fake_transport_security.cc
   src/core/tsi/local_transport_security.cc
@@ -5139,7 +5139,6 @@ add_library(grpc_authorization_provider
   src/core/lib/address_utils/parse_address.cc
   src/core/lib/address_utils/sockaddr_utils.cc
   src/core/lib/backoff/backoff.cc
-  src/core/lib/channel/call_tracer.cc
   src/core/lib/channel/channel_args.cc
   src/core/lib/channel/channel_args_preconditioning.cc
   src/core/lib/channel/channel_stack.cc
@@ -5147,7 +5146,6 @@ add_library(grpc_authorization_provider
   src/core/lib/channel/channel_stack_builder_impl.cc
   src/core/lib/channel/channel_stack_trace.cc
   src/core/lib/channel/connected_channel.cc
-  src/core/lib/channel/metrics.cc
   src/core/lib/channel/promise_based_filter.cc
   src/core/lib/channel/status_util.cc
   src/core/lib/compression/compression.cc
@@ -5155,9 +5153,6 @@ add_library(grpc_authorization_provider
   src/core/lib/compression/message_compress.cc
   src/core/lib/config/core_configuration.cc
   src/core/lib/debug/event_log.cc
-  src/core/lib/debug/histogram_view.cc
-  src/core/lib/debug/stats.cc
-  src/core/lib/debug/stats_data.cc
   src/core/lib/debug/trace.cc
   src/core/lib/event_engine/ares_resolver.cc
   src/core/lib/event_engine/cf_engine/cf_engine.cc
@@ -5384,6 +5379,11 @@ add_library(grpc_authorization_provider
   src/core/resolver/resolver.cc
   src/core/resolver/resolver_registry.cc
   src/core/service_config/service_config_parser.cc
+  src/core/telemetry/call_tracer.cc
+  src/core/telemetry/histogram_view.cc
+  src/core/telemetry/metrics.cc
+  src/core/telemetry/stats.cc
+  src/core/telemetry/stats_data.cc
   src/core/tsi/alts/handshaker/transport_security_common_api.cc
   src/core/tsi/transport_security.cc
   src/core/tsi/transport_security_grpc.cc
@@ -8703,7 +8703,7 @@ endif()
 if(gRPC_BUILD_TESTS)
 
 add_executable(call_tracer_test
-  test/core/channel/call_tracer_test.cc
+  test/core/telemetry/call_tracer_test.cc
   test/core/test_util/fake_stats_plugin.cc
 )
 if(WIN32 AND MSVC)
@@ -17768,7 +17768,6 @@ add_executable(interception_chain_test
   src/core/lib/address_utils/parse_address.cc
   src/core/lib/address_utils/sockaddr_utils.cc
   src/core/lib/backoff/backoff.cc
-  src/core/lib/channel/call_tracer.cc
   src/core/lib/channel/channel_args.cc
   src/core/lib/channel/channel_args_preconditioning.cc
   src/core/lib/channel/channel_stack.cc
@@ -17776,7 +17775,6 @@ add_executable(interception_chain_test
   src/core/lib/channel/channel_stack_builder_impl.cc
   src/core/lib/channel/channel_stack_trace.cc
   src/core/lib/channel/connected_channel.cc
-  src/core/lib/channel/metrics.cc
   src/core/lib/channel/promise_based_filter.cc
   src/core/lib/channel/status_util.cc
   src/core/lib/compression/compression.cc
@@ -17784,9 +17782,6 @@ add_executable(interception_chain_test
   src/core/lib/compression/message_compress.cc
   src/core/lib/config/core_configuration.cc
   src/core/lib/debug/event_log.cc
-  src/core/lib/debug/histogram_view.cc
-  src/core/lib/debug/stats.cc
-  src/core/lib/debug/stats_data.cc
   src/core/lib/debug/trace.cc
   src/core/lib/event_engine/ares_resolver.cc
   src/core/lib/event_engine/cf_engine/cf_engine.cc
@@ -17988,6 +17983,11 @@ add_executable(interception_chain_test
   src/core/resolver/resolver.cc
   src/core/resolver/resolver_registry.cc
   src/core/service_config/service_config_parser.cc
+  src/core/telemetry/call_tracer.cc
+  src/core/telemetry/histogram_view.cc
+  src/core/telemetry/metrics.cc
+  src/core/telemetry/stats.cc
+  src/core/telemetry/stats_data.cc
   src/core/tsi/alts/handshaker/transport_security_common_api.cc
   test/core/transport/interception_chain_test.cc
   third_party/upb/upb/mini_descriptor/build_enum.c
@@ -20000,7 +20000,7 @@ endif()
 if(gRPC_BUILD_TESTS)
 
 add_executable(metrics_test
-  test/core/channel/metrics_test.cc
+  test/core/telemetry/metrics_test.cc
   test/core/test_util/fake_stats_plugin.cc
 )
 if(WIN32 AND MSVC)
@@ -28801,7 +28801,7 @@ endif()
 if(gRPC_BUILD_TESTS)
 
 add_executable(stats_test
-  test/core/debug/stats_test.cc
+  test/core/telemetry/stats_test.cc
 )
 if(WIN32 AND MSVC)
   if(BUILD_SHARED_LIBS)
diff --git a/Makefile b/Makefile
index 5e22b66b5ee..3de6515f8a0 100644
--- a/Makefile
+++ b/Makefile
@@ -1068,7 +1068,6 @@ LIBGRPC_SRC = \
     src/core/lib/address_utils/sockaddr_utils.cc \
     src/core/lib/backoff/backoff.cc \
     src/core/lib/backoff/random_early_detection.cc \
-    src/core/lib/channel/call_tracer.cc \
     src/core/lib/channel/channel_args.cc \
     src/core/lib/channel/channel_args_preconditioning.cc \
     src/core/lib/channel/channel_stack.cc \
@@ -1076,7 +1075,6 @@ LIBGRPC_SRC = \
     src/core/lib/channel/channel_stack_builder_impl.cc \
     src/core/lib/channel/channel_stack_trace.cc \
     src/core/lib/channel/connected_channel.cc \
-    src/core/lib/channel/metrics.cc \
     src/core/lib/channel/promise_based_filter.cc \
     src/core/lib/channel/status_util.cc \
     src/core/lib/compression/compression.cc \
@@ -1087,9 +1085,6 @@ LIBGRPC_SRC = \
     src/core/lib/config/core_configuration.cc \
     src/core/lib/config/load_config.cc \
     src/core/lib/debug/event_log.cc \
-    src/core/lib/debug/histogram_view.cc \
-    src/core/lib/debug/stats.cc \
-    src/core/lib/debug/stats_data.cc \
     src/core/lib/debug/trace.cc \
     src/core/lib/event_engine/ares_resolver.cc \
     src/core/lib/event_engine/cf_engine/cf_engine.cc \
@@ -1430,6 +1425,11 @@ LIBGRPC_SRC = \
     src/core/service_config/service_config_channel_arg_filter.cc \
     src/core/service_config/service_config_impl.cc \
     src/core/service_config/service_config_parser.cc \
+    src/core/telemetry/call_tracer.cc \
+    src/core/telemetry/histogram_view.cc \
+    src/core/telemetry/metrics.cc \
+    src/core/telemetry/stats.cc \
+    src/core/telemetry/stats_data.cc \
     src/core/tsi/alts/crypt/aes_gcm.cc \
     src/core/tsi/alts/crypt/gsec.cc \
     src/core/tsi/alts/frame_protector/alts_counter.cc \
diff --git a/Package.swift b/Package.swift
index 2cfe0e1798e..cd30f90e602 100644
--- a/Package.swift
+++ b/Package.swift
@@ -1092,8 +1092,6 @@ let package = Package(
         "src/core/lib/backoff/random_early_detection.cc",
         "src/core/lib/backoff/random_early_detection.h",
         "src/core/lib/channel/call_finalization.h",
-        "src/core/lib/channel/call_tracer.cc",
-        "src/core/lib/channel/call_tracer.h",
         "src/core/lib/channel/channel_args.cc",
         "src/core/lib/channel/channel_args.h",
         "src/core/lib/channel/channel_args_preconditioning.cc",
@@ -1110,13 +1108,10 @@ let package = Package(
         "src/core/lib/channel/connected_channel.cc",
         "src/core/lib/channel/connected_channel.h",
         "src/core/lib/channel/context.h",
-        "src/core/lib/channel/metrics.cc",
-        "src/core/lib/channel/metrics.h",
         "src/core/lib/channel/promise_based_filter.cc",
         "src/core/lib/channel/promise_based_filter.h",
         "src/core/lib/channel/status_util.cc",
         "src/core/lib/channel/status_util.h",
-        "src/core/lib/channel/tcp_tracer.h",
         "src/core/lib/compression/compression.cc",
         "src/core/lib/compression/compression_internal.cc",
         "src/core/lib/compression/compression_internal.h",
@@ -1131,12 +1126,6 @@ let package = Package(
         "src/core/lib/config/load_config.h",
         "src/core/lib/debug/event_log.cc",
         "src/core/lib/debug/event_log.h",
-        "src/core/lib/debug/histogram_view.cc",
-        "src/core/lib/debug/histogram_view.h",
-        "src/core/lib/debug/stats.cc",
-        "src/core/lib/debug/stats.h",
-        "src/core/lib/debug/stats_data.cc",
-        "src/core/lib/debug/stats_data.h",
         "src/core/lib/debug/trace.cc",
         "src/core/lib/debug/trace.h",
         "src/core/lib/event_engine/ares_resolver.cc",
@@ -1866,6 +1855,17 @@ let package = Package(
         "src/core/service_config/service_config_impl.h",
         "src/core/service_config/service_config_parser.cc",
         "src/core/service_config/service_config_parser.h",
+        "src/core/telemetry/call_tracer.cc",
+        "src/core/telemetry/call_tracer.h",
+        "src/core/telemetry/histogram_view.cc",
+        "src/core/telemetry/histogram_view.h",
+        "src/core/telemetry/metrics.cc",
+        "src/core/telemetry/metrics.h",
+        "src/core/telemetry/stats.cc",
+        "src/core/telemetry/stats.h",
+        "src/core/telemetry/stats_data.cc",
+        "src/core/telemetry/stats_data.h",
+        "src/core/telemetry/tcp_tracer.h",
         "src/core/tsi/alts/crypt/aes_gcm.cc",
         "src/core/tsi/alts/crypt/gsec.cc",
         "src/core/tsi/alts/crypt/gsec.h",
diff --git a/build_autogenerated.yaml b/build_autogenerated.yaml
index f72466229e9..aaa5f04cc81 100644
--- a/build_autogenerated.yaml
+++ b/build_autogenerated.yaml
@@ -795,7 +795,6 @@ libs:
   - src/core/lib/backoff/backoff.h
   - src/core/lib/backoff/random_early_detection.h
   - src/core/lib/channel/call_finalization.h
-  - src/core/lib/channel/call_tracer.h
   - src/core/lib/channel/channel_args.h
   - src/core/lib/channel/channel_args_preconditioning.h
   - src/core/lib/channel/channel_fwd.h
@@ -805,17 +804,12 @@ libs:
   - src/core/lib/channel/channel_stack_trace.h
   - src/core/lib/channel/connected_channel.h
   - src/core/lib/channel/context.h
-  - src/core/lib/channel/metrics.h
   - src/core/lib/channel/promise_based_filter.h
   - src/core/lib/channel/status_util.h
-  - src/core/lib/channel/tcp_tracer.h
   - src/core/lib/compression/compression_internal.h
   - src/core/lib/compression/message_compress.h
   - src/core/lib/config/core_configuration.h
   - src/core/lib/debug/event_log.h
-  - src/core/lib/debug/histogram_view.h
-  - src/core/lib/debug/stats.h
-  - src/core/lib/debug/stats_data.h
   - src/core/lib/debug/trace.h
   - src/core/lib/event_engine/ares_resolver.h
   - src/core/lib/event_engine/cf_engine/cf_engine.h
@@ -1184,6 +1178,12 @@ libs:
   - src/core/service_config/service_config_call_data.h
   - src/core/service_config/service_config_impl.h
   - src/core/service_config/service_config_parser.h
+  - src/core/telemetry/call_tracer.h
+  - src/core/telemetry/histogram_view.h
+  - src/core/telemetry/metrics.h
+  - src/core/telemetry/stats.h
+  - src/core/telemetry/stats_data.h
+  - src/core/telemetry/tcp_tracer.h
   - src/core/tsi/alts/crypt/gsec.h
   - src/core/tsi/alts/frame_protector/alts_counter.h
   - src/core/tsi/alts/frame_protector/alts_crypter.h
@@ -1649,7 +1649,6 @@ libs:
   - src/core/lib/address_utils/sockaddr_utils.cc
   - src/core/lib/backoff/backoff.cc
   - src/core/lib/backoff/random_early_detection.cc
-  - src/core/lib/channel/call_tracer.cc
   - src/core/lib/channel/channel_args.cc
   - src/core/lib/channel/channel_args_preconditioning.cc
   - src/core/lib/channel/channel_stack.cc
@@ -1657,7 +1656,6 @@ libs:
   - src/core/lib/channel/channel_stack_builder_impl.cc
   - src/core/lib/channel/channel_stack_trace.cc
   - src/core/lib/channel/connected_channel.cc
-  - src/core/lib/channel/metrics.cc
   - src/core/lib/channel/promise_based_filter.cc
   - src/core/lib/channel/status_util.cc
   - src/core/lib/compression/compression.cc
@@ -1665,9 +1663,6 @@ libs:
   - src/core/lib/compression/message_compress.cc
   - src/core/lib/config/core_configuration.cc
   - src/core/lib/debug/event_log.cc
-  - src/core/lib/debug/histogram_view.cc
-  - src/core/lib/debug/stats.cc
-  - src/core/lib/debug/stats_data.cc
   - src/core/lib/debug/trace.cc
   - src/core/lib/event_engine/ares_resolver.cc
   - src/core/lib/event_engine/cf_engine/cf_engine.cc
@@ -1992,6 +1987,11 @@ libs:
   - src/core/service_config/service_config_channel_arg_filter.cc
   - src/core/service_config/service_config_impl.cc
   - src/core/service_config/service_config_parser.cc
+  - src/core/telemetry/call_tracer.cc
+  - src/core/telemetry/histogram_view.cc
+  - src/core/telemetry/metrics.cc
+  - src/core/telemetry/stats.cc
+  - src/core/telemetry/stats_data.cc
   - src/core/tsi/alts/crypt/aes_gcm.cc
   - src/core/tsi/alts/crypt/gsec.cc
   - src/core/tsi/alts/frame_protector/alts_counter.cc
@@ -2333,7 +2333,6 @@ libs:
   - src/core/lib/backoff/backoff.h
   - src/core/lib/backoff/random_early_detection.h
   - src/core/lib/channel/call_finalization.h
-  - src/core/lib/channel/call_tracer.h
   - src/core/lib/channel/channel_args.h
   - src/core/lib/channel/channel_args_preconditioning.h
   - src/core/lib/channel/channel_fwd.h
@@ -2343,17 +2342,12 @@ libs:
   - src/core/lib/channel/channel_stack_trace.h
   - src/core/lib/channel/connected_channel.h
   - src/core/lib/channel/context.h
-  - src/core/lib/channel/metrics.h
   - src/core/lib/channel/promise_based_filter.h
   - src/core/lib/channel/status_util.h
-  - src/core/lib/channel/tcp_tracer.h
   - src/core/lib/compression/compression_internal.h
   - src/core/lib/compression/message_compress.h
   - src/core/lib/config/core_configuration.h
   - src/core/lib/debug/event_log.h
-  - src/core/lib/debug/histogram_view.h
-  - src/core/lib/debug/stats.h
-  - src/core/lib/debug/stats_data.h
   - src/core/lib/debug/trace.h
   - src/core/lib/event_engine/ares_resolver.h
   - src/core/lib/event_engine/cf_engine/cf_engine.h
@@ -2677,6 +2671,12 @@ libs:
   - src/core/service_config/service_config_call_data.h
   - src/core/service_config/service_config_impl.h
   - src/core/service_config/service_config_parser.h
+  - src/core/telemetry/call_tracer.h
+  - src/core/telemetry/histogram_view.h
+  - src/core/telemetry/metrics.h
+  - src/core/telemetry/stats.h
+  - src/core/telemetry/stats_data.h
+  - src/core/telemetry/tcp_tracer.h
   - src/core/tsi/alts/handshaker/transport_security_common_api.h
   - src/core/tsi/fake_transport_security.h
   - src/core/tsi/local_transport_security.h
@@ -2802,7 +2802,6 @@ libs:
   - src/core/lib/address_utils/sockaddr_utils.cc
   - src/core/lib/backoff/backoff.cc
   - src/core/lib/backoff/random_early_detection.cc
-  - src/core/lib/channel/call_tracer.cc
   - src/core/lib/channel/channel_args.cc
   - src/core/lib/channel/channel_args_preconditioning.cc
   - src/core/lib/channel/channel_stack.cc
@@ -2810,7 +2809,6 @@ libs:
   - src/core/lib/channel/channel_stack_builder_impl.cc
   - src/core/lib/channel/channel_stack_trace.cc
   - src/core/lib/channel/connected_channel.cc
-  - src/core/lib/channel/metrics.cc
   - src/core/lib/channel/promise_based_filter.cc
   - src/core/lib/channel/status_util.cc
   - src/core/lib/compression/compression.cc
@@ -2818,9 +2816,6 @@ libs:
   - src/core/lib/compression/message_compress.cc
   - src/core/lib/config/core_configuration.cc
   - src/core/lib/debug/event_log.cc
-  - src/core/lib/debug/histogram_view.cc
-  - src/core/lib/debug/stats.cc
-  - src/core/lib/debug/stats_data.cc
   - src/core/lib/debug/trace.cc
   - src/core/lib/event_engine/ares_resolver.cc
   - src/core/lib/event_engine/cf_engine/cf_engine.cc
@@ -3093,6 +3088,11 @@ libs:
   - src/core/service_config/service_config_channel_arg_filter.cc
   - src/core/service_config/service_config_impl.cc
   - src/core/service_config/service_config_parser.cc
+  - src/core/telemetry/call_tracer.cc
+  - src/core/telemetry/histogram_view.cc
+  - src/core/telemetry/metrics.cc
+  - src/core/telemetry/stats.cc
+  - src/core/telemetry/stats_data.cc
   - src/core/tsi/alts/handshaker/transport_security_common_api.cc
   - src/core/tsi/fake_transport_security.cc
   - src/core/tsi/local_transport_security.cc
@@ -4423,7 +4423,6 @@ libs:
   - src/core/lib/avl/avl.h
   - src/core/lib/backoff/backoff.h
   - src/core/lib/channel/call_finalization.h
-  - src/core/lib/channel/call_tracer.h
   - src/core/lib/channel/channel_args.h
   - src/core/lib/channel/channel_args_preconditioning.h
   - src/core/lib/channel/channel_fwd.h
@@ -4433,17 +4432,12 @@ libs:
   - src/core/lib/channel/channel_stack_trace.h
   - src/core/lib/channel/connected_channel.h
   - src/core/lib/channel/context.h
-  - src/core/lib/channel/metrics.h
   - src/core/lib/channel/promise_based_filter.h
   - src/core/lib/channel/status_util.h
-  - src/core/lib/channel/tcp_tracer.h
   - src/core/lib/compression/compression_internal.h
   - src/core/lib/compression/message_compress.h
   - src/core/lib/config/core_configuration.h
   - src/core/lib/debug/event_log.h
-  - src/core/lib/debug/histogram_view.h
-  - src/core/lib/debug/stats.h
-  - src/core/lib/debug/stats_data.h
   - src/core/lib/debug/trace.h
   - src/core/lib/event_engine/ares_resolver.h
   - src/core/lib/event_engine/cf_engine/cf_engine.h
@@ -4726,6 +4720,12 @@ libs:
   - src/core/service_config/service_config.h
   - src/core/service_config/service_config_call_data.h
   - src/core/service_config/service_config_parser.h
+  - src/core/telemetry/call_tracer.h
+  - src/core/telemetry/histogram_view.h
+  - src/core/telemetry/metrics.h
+  - src/core/telemetry/stats.h
+  - src/core/telemetry/stats_data.h
+  - src/core/telemetry/tcp_tracer.h
   - src/core/tsi/alts/handshaker/transport_security_common_api.h
   - src/core/tsi/transport_security.h
   - src/core/tsi/transport_security_grpc.h
@@ -4769,7 +4769,6 @@ libs:
   - src/core/lib/address_utils/parse_address.cc
   - src/core/lib/address_utils/sockaddr_utils.cc
   - src/core/lib/backoff/backoff.cc
-  - src/core/lib/channel/call_tracer.cc
   - src/core/lib/channel/channel_args.cc
   - src/core/lib/channel/channel_args_preconditioning.cc
   - src/core/lib/channel/channel_stack.cc
@@ -4777,7 +4776,6 @@ libs:
   - src/core/lib/channel/channel_stack_builder_impl.cc
   - src/core/lib/channel/channel_stack_trace.cc
   - src/core/lib/channel/connected_channel.cc
-  - src/core/lib/channel/metrics.cc
   - src/core/lib/channel/promise_based_filter.cc
   - src/core/lib/channel/status_util.cc
   - src/core/lib/compression/compression.cc
@@ -4785,9 +4783,6 @@ libs:
   - src/core/lib/compression/message_compress.cc
   - src/core/lib/config/core_configuration.cc
   - src/core/lib/debug/event_log.cc
-  - src/core/lib/debug/histogram_view.cc
-  - src/core/lib/debug/stats.cc
-  - src/core/lib/debug/stats_data.cc
   - src/core/lib/debug/trace.cc
   - src/core/lib/event_engine/ares_resolver.cc
   - src/core/lib/event_engine/cf_engine/cf_engine.cc
@@ -5014,6 +5009,11 @@ libs:
   - src/core/resolver/resolver.cc
   - src/core/resolver/resolver_registry.cc
   - src/core/service_config/service_config_parser.cc
+  - src/core/telemetry/call_tracer.cc
+  - src/core/telemetry/histogram_view.cc
+  - src/core/telemetry/metrics.cc
+  - src/core/telemetry/stats.cc
+  - src/core/telemetry/stats_data.cc
   - src/core/tsi/alts/handshaker/transport_security_common_api.cc
   - src/core/tsi/transport_security.cc
   - src/core/tsi/transport_security_grpc.cc
@@ -6605,7 +6605,7 @@ targets:
   headers:
   - test/core/test_util/fake_stats_plugin.h
   src:
-  - test/core/channel/call_tracer_test.cc
+  - test/core/telemetry/call_tracer_test.cc
   - test/core/test_util/fake_stats_plugin.cc
   deps:
   - gtest
@@ -11582,7 +11582,6 @@ targets:
   - src/core/lib/avl/avl.h
   - src/core/lib/backoff/backoff.h
   - src/core/lib/channel/call_finalization.h
-  - src/core/lib/channel/call_tracer.h
   - src/core/lib/channel/channel_args.h
   - src/core/lib/channel/channel_args_preconditioning.h
   - src/core/lib/channel/channel_fwd.h
@@ -11592,17 +11591,12 @@ targets:
   - src/core/lib/channel/channel_stack_trace.h
   - src/core/lib/channel/connected_channel.h
   - src/core/lib/channel/context.h
-  - src/core/lib/channel/metrics.h
   - src/core/lib/channel/promise_based_filter.h
   - src/core/lib/channel/status_util.h
-  - src/core/lib/channel/tcp_tracer.h
   - src/core/lib/compression/compression_internal.h
   - src/core/lib/compression/message_compress.h
   - src/core/lib/config/core_configuration.h
   - src/core/lib/debug/event_log.h
-  - src/core/lib/debug/histogram_view.h
-  - src/core/lib/debug/stats.h
-  - src/core/lib/debug/stats_data.h
   - src/core/lib/debug/trace.h
   - src/core/lib/event_engine/ares_resolver.h
   - src/core/lib/event_engine/cf_engine/cf_engine.h
@@ -11861,6 +11855,12 @@ targets:
   - src/core/service_config/service_config.h
   - src/core/service_config/service_config_call_data.h
   - src/core/service_config/service_config_parser.h
+  - src/core/telemetry/call_tracer.h
+  - src/core/telemetry/histogram_view.h
+  - src/core/telemetry/metrics.h
+  - src/core/telemetry/stats.h
+  - src/core/telemetry/stats_data.h
+  - src/core/telemetry/tcp_tracer.h
   - src/core/tsi/alts/handshaker/transport_security_common_api.h
   - src/core/util/spinlock.h
   - test/core/promise/poll_matcher.h
@@ -11897,7 +11897,6 @@ targets:
   - src/core/lib/address_utils/parse_address.cc
   - src/core/lib/address_utils/sockaddr_utils.cc
   - src/core/lib/backoff/backoff.cc
-  - src/core/lib/channel/call_tracer.cc
   - src/core/lib/channel/channel_args.cc
   - src/core/lib/channel/channel_args_preconditioning.cc
   - src/core/lib/channel/channel_stack.cc
@@ -11905,7 +11904,6 @@ targets:
   - src/core/lib/channel/channel_stack_builder_impl.cc
   - src/core/lib/channel/channel_stack_trace.cc
   - src/core/lib/channel/connected_channel.cc
-  - src/core/lib/channel/metrics.cc
   - src/core/lib/channel/promise_based_filter.cc
   - src/core/lib/channel/status_util.cc
   - src/core/lib/compression/compression.cc
@@ -11913,9 +11911,6 @@ targets:
   - src/core/lib/compression/message_compress.cc
   - src/core/lib/config/core_configuration.cc
   - src/core/lib/debug/event_log.cc
-  - src/core/lib/debug/histogram_view.cc
-  - src/core/lib/debug/stats.cc
-  - src/core/lib/debug/stats_data.cc
   - src/core/lib/debug/trace.cc
   - src/core/lib/event_engine/ares_resolver.cc
   - src/core/lib/event_engine/cf_engine/cf_engine.cc
@@ -12117,6 +12112,11 @@ targets:
   - src/core/resolver/resolver.cc
   - src/core/resolver/resolver_registry.cc
   - src/core/service_config/service_config_parser.cc
+  - src/core/telemetry/call_tracer.cc
+  - src/core/telemetry/histogram_view.cc
+  - src/core/telemetry/metrics.cc
+  - src/core/telemetry/stats.cc
+  - src/core/telemetry/stats_data.cc
   - src/core/tsi/alts/handshaker/transport_security_common_api.cc
   - test/core/transport/interception_chain_test.cc
   - third_party/upb/upb/mini_descriptor/build_enum.c
@@ -13379,7 +13379,7 @@ targets:
   headers:
   - test/core/test_util/fake_stats_plugin.h
   src:
-  - test/core/channel/metrics_test.cc
+  - test/core/telemetry/metrics_test.cc
   - test/core/test_util/fake_stats_plugin.cc
   deps:
   - gtest
@@ -18776,7 +18776,7 @@ targets:
   language: c++
   headers: []
   src:
-  - test/core/debug/stats_test.cc
+  - test/core/telemetry/stats_test.cc
   deps:
   - gtest
   - grpc_test_util
diff --git a/config.m4 b/config.m4
index 672e7101589..86b0b7922b3 100644
--- a/config.m4
+++ b/config.m4
@@ -443,7 +443,6 @@ if test "$PHP_GRPC" != "no"; then
     src/core/lib/address_utils/sockaddr_utils.cc \
     src/core/lib/backoff/backoff.cc \
     src/core/lib/backoff/random_early_detection.cc \
-    src/core/lib/channel/call_tracer.cc \
     src/core/lib/channel/channel_args.cc \
     src/core/lib/channel/channel_args_preconditioning.cc \
     src/core/lib/channel/channel_stack.cc \
@@ -451,7 +450,6 @@ if test "$PHP_GRPC" != "no"; then
     src/core/lib/channel/channel_stack_builder_impl.cc \
     src/core/lib/channel/channel_stack_trace.cc \
     src/core/lib/channel/connected_channel.cc \
-    src/core/lib/channel/metrics.cc \
     src/core/lib/channel/promise_based_filter.cc \
     src/core/lib/channel/status_util.cc \
     src/core/lib/compression/compression.cc \
@@ -462,9 +460,6 @@ if test "$PHP_GRPC" != "no"; then
     src/core/lib/config/core_configuration.cc \
     src/core/lib/config/load_config.cc \
     src/core/lib/debug/event_log.cc \
-    src/core/lib/debug/histogram_view.cc \
-    src/core/lib/debug/stats.cc \
-    src/core/lib/debug/stats_data.cc \
     src/core/lib/debug/trace.cc \
     src/core/lib/event_engine/ares_resolver.cc \
     src/core/lib/event_engine/cf_engine/cf_engine.cc \
@@ -805,6 +800,11 @@ if test "$PHP_GRPC" != "no"; then
     src/core/service_config/service_config_channel_arg_filter.cc \
     src/core/service_config/service_config_impl.cc \
     src/core/service_config/service_config_parser.cc \
+    src/core/telemetry/call_tracer.cc \
+    src/core/telemetry/histogram_view.cc \
+    src/core/telemetry/metrics.cc \
+    src/core/telemetry/stats.cc \
+    src/core/telemetry/stats_data.cc \
     src/core/tsi/alts/crypt/aes_gcm.cc \
     src/core/tsi/alts/crypt/gsec.cc \
     src/core/tsi/alts/frame_protector/alts_counter.cc \
@@ -1592,6 +1592,7 @@ if test "$PHP_GRPC" != "no"; then
   PHP_ADD_BUILD_DIR($ext_builddir/src/core/resolver/xds)
   PHP_ADD_BUILD_DIR($ext_builddir/src/core/server)
   PHP_ADD_BUILD_DIR($ext_builddir/src/core/service_config)
+  PHP_ADD_BUILD_DIR($ext_builddir/src/core/telemetry)
   PHP_ADD_BUILD_DIR($ext_builddir/src/core/tsi)
   PHP_ADD_BUILD_DIR($ext_builddir/src/core/tsi/alts/crypt)
   PHP_ADD_BUILD_DIR($ext_builddir/src/core/tsi/alts/frame_protector)
diff --git a/config.w32 b/config.w32
index c430f747c0a..86eb1661975 100644
--- a/config.w32
+++ b/config.w32
@@ -408,7 +408,6 @@ if (PHP_GRPC != "no") {
     "src\\core\\lib\\address_utils\\sockaddr_utils.cc " +
     "src\\core\\lib\\backoff\\backoff.cc " +
     "src\\core\\lib\\backoff\\random_early_detection.cc " +
-    "src\\core\\lib\\channel\\call_tracer.cc " +
     "src\\core\\lib\\channel\\channel_args.cc " +
     "src\\core\\lib\\channel\\channel_args_preconditioning.cc " +
     "src\\core\\lib\\channel\\channel_stack.cc " +
@@ -416,7 +415,6 @@ if (PHP_GRPC != "no") {
     "src\\core\\lib\\channel\\channel_stack_builder_impl.cc " +
     "src\\core\\lib\\channel\\channel_stack_trace.cc " +
     "src\\core\\lib\\channel\\connected_channel.cc " +
-    "src\\core\\lib\\channel\\metrics.cc " +
     "src\\core\\lib\\channel\\promise_based_filter.cc " +
     "src\\core\\lib\\channel\\status_util.cc " +
     "src\\core\\lib\\compression\\compression.cc " +
@@ -427,9 +425,6 @@ if (PHP_GRPC != "no") {
     "src\\core\\lib\\config\\core_configuration.cc " +
     "src\\core\\lib\\config\\load_config.cc " +
     "src\\core\\lib\\debug\\event_log.cc " +
-    "src\\core\\lib\\debug\\histogram_view.cc " +
-    "src\\core\\lib\\debug\\stats.cc " +
-    "src\\core\\lib\\debug\\stats_data.cc " +
     "src\\core\\lib\\debug\\trace.cc " +
     "src\\core\\lib\\event_engine\\ares_resolver.cc " +
     "src\\core\\lib\\event_engine\\cf_engine\\cf_engine.cc " +
@@ -770,6 +765,11 @@ if (PHP_GRPC != "no") {
     "src\\core\\service_config\\service_config_channel_arg_filter.cc " +
     "src\\core\\service_config\\service_config_impl.cc " +
     "src\\core\\service_config\\service_config_parser.cc " +
+    "src\\core\\telemetry\\call_tracer.cc " +
+    "src\\core\\telemetry\\histogram_view.cc " +
+    "src\\core\\telemetry\\metrics.cc " +
+    "src\\core\\telemetry\\stats.cc " +
+    "src\\core\\telemetry\\stats_data.cc " +
     "src\\core\\tsi\\alts\\crypt\\aes_gcm.cc " +
     "src\\core\\tsi\\alts\\crypt\\gsec.cc " +
     "src\\core\\tsi\\alts\\frame_protector\\alts_counter.cc " +
@@ -1730,6 +1730,7 @@ if (PHP_GRPC != "no") {
   FSO.CreateFolder(base_dir+"\\ext\\grpc\\src\\core\\resolver\\xds");
   FSO.CreateFolder(base_dir+"\\ext\\grpc\\src\\core\\server");
   FSO.CreateFolder(base_dir+"\\ext\\grpc\\src\\core\\service_config");
+  FSO.CreateFolder(base_dir+"\\ext\\grpc\\src\\core\\telemetry");
   FSO.CreateFolder(base_dir+"\\ext\\grpc\\src\\core\\tsi");
   FSO.CreateFolder(base_dir+"\\ext\\grpc\\src\\core\\tsi\\alts");
   FSO.CreateFolder(base_dir+"\\ext\\grpc\\src\\core\\tsi\\alts\\crypt");
diff --git a/gRPC-C++.podspec b/gRPC-C++.podspec
index 457103324f9..f96e7926a7d 100644
--- a/gRPC-C++.podspec
+++ b/gRPC-C++.podspec
@@ -874,7 +874,6 @@ Pod::Spec.new do |s|
                       'src/core/lib/backoff/backoff.h',
                       'src/core/lib/backoff/random_early_detection.h',
                       'src/core/lib/channel/call_finalization.h',
-                      'src/core/lib/channel/call_tracer.h',
                       'src/core/lib/channel/channel_args.h',
                       'src/core/lib/channel/channel_args_preconditioning.h',
                       'src/core/lib/channel/channel_fwd.h',
@@ -884,19 +883,14 @@ Pod::Spec.new do |s|
                       'src/core/lib/channel/channel_stack_trace.h',
                       'src/core/lib/channel/connected_channel.h',
                       'src/core/lib/channel/context.h',
-                      'src/core/lib/channel/metrics.h',
                       'src/core/lib/channel/promise_based_filter.h',
                       'src/core/lib/channel/status_util.h',
-                      'src/core/lib/channel/tcp_tracer.h',
                       'src/core/lib/compression/compression_internal.h',
                       'src/core/lib/compression/message_compress.h',
                       'src/core/lib/config/config_vars.h',
                       'src/core/lib/config/core_configuration.h',
                       'src/core/lib/config/load_config.h',
                       'src/core/lib/debug/event_log.h',
-                      'src/core/lib/debug/histogram_view.h',
-                      'src/core/lib/debug/stats.h',
-                      'src/core/lib/debug/stats_data.h',
                       'src/core/lib/debug/trace.h',
                       'src/core/lib/event_engine/ares_resolver.h',
                       'src/core/lib/event_engine/cf_engine/cf_engine.h',
@@ -1282,6 +1276,12 @@ Pod::Spec.new do |s|
                       'src/core/service_config/service_config_call_data.h',
                       'src/core/service_config/service_config_impl.h',
                       'src/core/service_config/service_config_parser.h',
+                      'src/core/telemetry/call_tracer.h',
+                      'src/core/telemetry/histogram_view.h',
+                      'src/core/telemetry/metrics.h',
+                      'src/core/telemetry/stats.h',
+                      'src/core/telemetry/stats_data.h',
+                      'src/core/telemetry/tcp_tracer.h',
                       'src/core/tsi/alts/crypt/gsec.h',
                       'src/core/tsi/alts/frame_protector/alts_counter.h',
                       'src/core/tsi/alts/frame_protector/alts_crypter.h',
@@ -2145,7 +2145,6 @@ Pod::Spec.new do |s|
                               'src/core/lib/backoff/backoff.h',
                               'src/core/lib/backoff/random_early_detection.h',
                               'src/core/lib/channel/call_finalization.h',
-                              'src/core/lib/channel/call_tracer.h',
                               'src/core/lib/channel/channel_args.h',
                               'src/core/lib/channel/channel_args_preconditioning.h',
                               'src/core/lib/channel/channel_fwd.h',
@@ -2155,19 +2154,14 @@ Pod::Spec.new do |s|
                               'src/core/lib/channel/channel_stack_trace.h',
                               'src/core/lib/channel/connected_channel.h',
                               'src/core/lib/channel/context.h',
-                              'src/core/lib/channel/metrics.h',
                               'src/core/lib/channel/promise_based_filter.h',
                               'src/core/lib/channel/status_util.h',
-                              'src/core/lib/channel/tcp_tracer.h',
                               'src/core/lib/compression/compression_internal.h',
                               'src/core/lib/compression/message_compress.h',
                               'src/core/lib/config/config_vars.h',
                               'src/core/lib/config/core_configuration.h',
                               'src/core/lib/config/load_config.h',
                               'src/core/lib/debug/event_log.h',
-                              'src/core/lib/debug/histogram_view.h',
-                              'src/core/lib/debug/stats.h',
-                              'src/core/lib/debug/stats_data.h',
                               'src/core/lib/debug/trace.h',
                               'src/core/lib/event_engine/ares_resolver.h',
                               'src/core/lib/event_engine/cf_engine/cf_engine.h',
@@ -2553,6 +2547,12 @@ Pod::Spec.new do |s|
                               'src/core/service_config/service_config_call_data.h',
                               'src/core/service_config/service_config_impl.h',
                               'src/core/service_config/service_config_parser.h',
+                              'src/core/telemetry/call_tracer.h',
+                              'src/core/telemetry/histogram_view.h',
+                              'src/core/telemetry/metrics.h',
+                              'src/core/telemetry/stats.h',
+                              'src/core/telemetry/stats_data.h',
+                              'src/core/telemetry/tcp_tracer.h',
                               'src/core/tsi/alts/crypt/gsec.h',
                               'src/core/tsi/alts/frame_protector/alts_counter.h',
                               'src/core/tsi/alts/frame_protector/alts_crypter.h',
diff --git a/gRPC-Core.podspec b/gRPC-Core.podspec
index 2d2af17efc5..8096fd0e6cd 100644
--- a/gRPC-Core.podspec
+++ b/gRPC-Core.podspec
@@ -1211,8 +1211,6 @@ Pod::Spec.new do |s|
                       'src/core/lib/backoff/random_early_detection.cc',
                       'src/core/lib/backoff/random_early_detection.h',
                       'src/core/lib/channel/call_finalization.h',
-                      'src/core/lib/channel/call_tracer.cc',
-                      'src/core/lib/channel/call_tracer.h',
                       'src/core/lib/channel/channel_args.cc',
                       'src/core/lib/channel/channel_args.h',
                       'src/core/lib/channel/channel_args_preconditioning.cc',
@@ -1229,13 +1227,10 @@ Pod::Spec.new do |s|
                       'src/core/lib/channel/connected_channel.cc',
                       'src/core/lib/channel/connected_channel.h',
                       'src/core/lib/channel/context.h',
-                      'src/core/lib/channel/metrics.cc',
-                      'src/core/lib/channel/metrics.h',
                       'src/core/lib/channel/promise_based_filter.cc',
                       'src/core/lib/channel/promise_based_filter.h',
                       'src/core/lib/channel/status_util.cc',
                       'src/core/lib/channel/status_util.h',
-                      'src/core/lib/channel/tcp_tracer.h',
                       'src/core/lib/compression/compression.cc',
                       'src/core/lib/compression/compression_internal.cc',
                       'src/core/lib/compression/compression_internal.h',
@@ -1250,12 +1245,6 @@ Pod::Spec.new do |s|
                       'src/core/lib/config/load_config.h',
                       'src/core/lib/debug/event_log.cc',
                       'src/core/lib/debug/event_log.h',
-                      'src/core/lib/debug/histogram_view.cc',
-                      'src/core/lib/debug/histogram_view.h',
-                      'src/core/lib/debug/stats.cc',
-                      'src/core/lib/debug/stats.h',
-                      'src/core/lib/debug/stats_data.cc',
-                      'src/core/lib/debug/stats_data.h',
                       'src/core/lib/debug/trace.cc',
                       'src/core/lib/debug/trace.h',
                       'src/core/lib/event_engine/ares_resolver.cc',
@@ -1981,6 +1970,17 @@ Pod::Spec.new do |s|
                       'src/core/service_config/service_config_impl.h',
                       'src/core/service_config/service_config_parser.cc',
                       'src/core/service_config/service_config_parser.h',
+                      'src/core/telemetry/call_tracer.cc',
+                      'src/core/telemetry/call_tracer.h',
+                      'src/core/telemetry/histogram_view.cc',
+                      'src/core/telemetry/histogram_view.h',
+                      'src/core/telemetry/metrics.cc',
+                      'src/core/telemetry/metrics.h',
+                      'src/core/telemetry/stats.cc',
+                      'src/core/telemetry/stats.h',
+                      'src/core/telemetry/stats_data.cc',
+                      'src/core/telemetry/stats_data.h',
+                      'src/core/telemetry/tcp_tracer.h',
                       'src/core/tsi/alts/crypt/aes_gcm.cc',
                       'src/core/tsi/alts/crypt/gsec.cc',
                       'src/core/tsi/alts/crypt/gsec.h',
@@ -2925,7 +2925,6 @@ Pod::Spec.new do |s|
                               'src/core/lib/backoff/backoff.h',
                               'src/core/lib/backoff/random_early_detection.h',
                               'src/core/lib/channel/call_finalization.h',
-                              'src/core/lib/channel/call_tracer.h',
                               'src/core/lib/channel/channel_args.h',
                               'src/core/lib/channel/channel_args_preconditioning.h',
                               'src/core/lib/channel/channel_fwd.h',
@@ -2935,19 +2934,14 @@ Pod::Spec.new do |s|
                               'src/core/lib/channel/channel_stack_trace.h',
                               'src/core/lib/channel/connected_channel.h',
                               'src/core/lib/channel/context.h',
-                              'src/core/lib/channel/metrics.h',
                               'src/core/lib/channel/promise_based_filter.h',
                               'src/core/lib/channel/status_util.h',
-                              'src/core/lib/channel/tcp_tracer.h',
                               'src/core/lib/compression/compression_internal.h',
                               'src/core/lib/compression/message_compress.h',
                               'src/core/lib/config/config_vars.h',
                               'src/core/lib/config/core_configuration.h',
                               'src/core/lib/config/load_config.h',
                               'src/core/lib/debug/event_log.h',
-                              'src/core/lib/debug/histogram_view.h',
-                              'src/core/lib/debug/stats.h',
-                              'src/core/lib/debug/stats_data.h',
                               'src/core/lib/debug/trace.h',
                               'src/core/lib/event_engine/ares_resolver.h',
                               'src/core/lib/event_engine/cf_engine/cf_engine.h',
@@ -3333,6 +3327,12 @@ Pod::Spec.new do |s|
                               'src/core/service_config/service_config_call_data.h',
                               'src/core/service_config/service_config_impl.h',
                               'src/core/service_config/service_config_parser.h',
+                              'src/core/telemetry/call_tracer.h',
+                              'src/core/telemetry/histogram_view.h',
+                              'src/core/telemetry/metrics.h',
+                              'src/core/telemetry/stats.h',
+                              'src/core/telemetry/stats_data.h',
+                              'src/core/telemetry/tcp_tracer.h',
                               'src/core/tsi/alts/crypt/gsec.h',
                               'src/core/tsi/alts/frame_protector/alts_counter.h',
                               'src/core/tsi/alts/frame_protector/alts_crypter.h',
diff --git a/grpc.gemspec b/grpc.gemspec
index 7104853d64f..1a0b2d73869 100644
--- a/grpc.gemspec
+++ b/grpc.gemspec
@@ -1098,8 +1098,6 @@ Gem::Specification.new do |s|
   s.files += %w( src/core/lib/backoff/random_early_detection.cc )
   s.files += %w( src/core/lib/backoff/random_early_detection.h )
   s.files += %w( src/core/lib/channel/call_finalization.h )
-  s.files += %w( src/core/lib/channel/call_tracer.cc )
-  s.files += %w( src/core/lib/channel/call_tracer.h )
   s.files += %w( src/core/lib/channel/channel_args.cc )
   s.files += %w( src/core/lib/channel/channel_args.h )
   s.files += %w( src/core/lib/channel/channel_args_preconditioning.cc )
@@ -1116,13 +1114,10 @@ Gem::Specification.new do |s|
   s.files += %w( src/core/lib/channel/connected_channel.cc )
   s.files += %w( src/core/lib/channel/connected_channel.h )
   s.files += %w( src/core/lib/channel/context.h )
-  s.files += %w( src/core/lib/channel/metrics.cc )
-  s.files += %w( src/core/lib/channel/metrics.h )
   s.files += %w( src/core/lib/channel/promise_based_filter.cc )
   s.files += %w( src/core/lib/channel/promise_based_filter.h )
   s.files += %w( src/core/lib/channel/status_util.cc )
   s.files += %w( src/core/lib/channel/status_util.h )
-  s.files += %w( src/core/lib/channel/tcp_tracer.h )
   s.files += %w( src/core/lib/compression/compression.cc )
   s.files += %w( src/core/lib/compression/compression_internal.cc )
   s.files += %w( src/core/lib/compression/compression_internal.h )
@@ -1137,12 +1132,6 @@ Gem::Specification.new do |s|
   s.files += %w( src/core/lib/config/load_config.h )
   s.files += %w( src/core/lib/debug/event_log.cc )
   s.files += %w( src/core/lib/debug/event_log.h )
-  s.files += %w( src/core/lib/debug/histogram_view.cc )
-  s.files += %w( src/core/lib/debug/histogram_view.h )
-  s.files += %w( src/core/lib/debug/stats.cc )
-  s.files += %w( src/core/lib/debug/stats.h )
-  s.files += %w( src/core/lib/debug/stats_data.cc )
-  s.files += %w( src/core/lib/debug/stats_data.h )
   s.files += %w( src/core/lib/debug/trace.cc )
   s.files += %w( src/core/lib/debug/trace.h )
   s.files += %w( src/core/lib/event_engine/ares_resolver.cc )
@@ -1868,6 +1857,17 @@ Gem::Specification.new do |s|
   s.files += %w( src/core/service_config/service_config_impl.h )
   s.files += %w( src/core/service_config/service_config_parser.cc )
   s.files += %w( src/core/service_config/service_config_parser.h )
+  s.files += %w( src/core/telemetry/call_tracer.cc )
+  s.files += %w( src/core/telemetry/call_tracer.h )
+  s.files += %w( src/core/telemetry/histogram_view.cc )
+  s.files += %w( src/core/telemetry/histogram_view.h )
+  s.files += %w( src/core/telemetry/metrics.cc )
+  s.files += %w( src/core/telemetry/metrics.h )
+  s.files += %w( src/core/telemetry/stats.cc )
+  s.files += %w( src/core/telemetry/stats.h )
+  s.files += %w( src/core/telemetry/stats_data.cc )
+  s.files += %w( src/core/telemetry/stats_data.h )
+  s.files += %w( src/core/telemetry/tcp_tracer.h )
   s.files += %w( src/core/tsi/alts/crypt/aes_gcm.cc )
   s.files += %w( src/core/tsi/alts/crypt/gsec.cc )
   s.files += %w( src/core/tsi/alts/crypt/gsec.h )
diff --git a/package.xml b/package.xml
index 3cd01a87805..249e19c2fff 100644
--- a/package.xml
+++ b/package.xml
@@ -1080,8 +1080,6 @@
     <file baseinstalldir="/" name="src/core/lib/backoff/random_early_detection.cc" role="src" />
     <file baseinstalldir="/" name="src/core/lib/backoff/random_early_detection.h" role="src" />
     <file baseinstalldir="/" name="src/core/lib/channel/call_finalization.h" role="src" />
-    <file baseinstalldir="/" name="src/core/lib/channel/call_tracer.cc" role="src" />
-    <file baseinstalldir="/" name="src/core/lib/channel/call_tracer.h" role="src" />
     <file baseinstalldir="/" name="src/core/lib/channel/channel_args.cc" role="src" />
     <file baseinstalldir="/" name="src/core/lib/channel/channel_args.h" role="src" />
     <file baseinstalldir="/" name="src/core/lib/channel/channel_args_preconditioning.cc" role="src" />
@@ -1098,13 +1096,10 @@
     <file baseinstalldir="/" name="src/core/lib/channel/connected_channel.cc" role="src" />
     <file baseinstalldir="/" name="src/core/lib/channel/connected_channel.h" role="src" />
     <file baseinstalldir="/" name="src/core/lib/channel/context.h" role="src" />
-    <file baseinstalldir="/" name="src/core/lib/channel/metrics.cc" role="src" />
-    <file baseinstalldir="/" name="src/core/lib/channel/metrics.h" role="src" />
     <file baseinstalldir="/" name="src/core/lib/channel/promise_based_filter.cc" role="src" />
     <file baseinstalldir="/" name="src/core/lib/channel/promise_based_filter.h" role="src" />
     <file baseinstalldir="/" name="src/core/lib/channel/status_util.cc" role="src" />
     <file baseinstalldir="/" name="src/core/lib/channel/status_util.h" role="src" />
-    <file baseinstalldir="/" name="src/core/lib/channel/tcp_tracer.h" role="src" />
     <file baseinstalldir="/" name="src/core/lib/compression/compression.cc" role="src" />
     <file baseinstalldir="/" name="src/core/lib/compression/compression_internal.cc" role="src" />
     <file baseinstalldir="/" name="src/core/lib/compression/compression_internal.h" role="src" />
@@ -1119,12 +1114,6 @@
     <file baseinstalldir="/" name="src/core/lib/config/load_config.h" role="src" />
     <file baseinstalldir="/" name="src/core/lib/debug/event_log.cc" role="src" />
     <file baseinstalldir="/" name="src/core/lib/debug/event_log.h" role="src" />
-    <file baseinstalldir="/" name="src/core/lib/debug/histogram_view.cc" role="src" />
-    <file baseinstalldir="/" name="src/core/lib/debug/histogram_view.h" role="src" />
-    <file baseinstalldir="/" name="src/core/lib/debug/stats.cc" role="src" />
-    <file baseinstalldir="/" name="src/core/lib/debug/stats.h" role="src" />
-    <file baseinstalldir="/" name="src/core/lib/debug/stats_data.cc" role="src" />
-    <file baseinstalldir="/" name="src/core/lib/debug/stats_data.h" role="src" />
     <file baseinstalldir="/" name="src/core/lib/debug/trace.cc" role="src" />
     <file baseinstalldir="/" name="src/core/lib/debug/trace.h" role="src" />
     <file baseinstalldir="/" name="src/core/lib/event_engine/ares_resolver.cc" role="src" />
@@ -1850,6 +1839,17 @@
     <file baseinstalldir="/" name="src/core/service_config/service_config_impl.h" role="src" />
     <file baseinstalldir="/" name="src/core/service_config/service_config_parser.cc" role="src" />
     <file baseinstalldir="/" name="src/core/service_config/service_config_parser.h" role="src" />
+    <file baseinstalldir="/" name="src/core/telemetry/call_tracer.cc" role="src" />
+    <file baseinstalldir="/" name="src/core/telemetry/call_tracer.h" role="src" />
+    <file baseinstalldir="/" name="src/core/telemetry/histogram_view.cc" role="src" />
+    <file baseinstalldir="/" name="src/core/telemetry/histogram_view.h" role="src" />
+    <file baseinstalldir="/" name="src/core/telemetry/metrics.cc" role="src" />
+    <file baseinstalldir="/" name="src/core/telemetry/metrics.h" role="src" />
+    <file baseinstalldir="/" name="src/core/telemetry/stats.cc" role="src" />
+    <file baseinstalldir="/" name="src/core/telemetry/stats.h" role="src" />
+    <file baseinstalldir="/" name="src/core/telemetry/stats_data.cc" role="src" />
+    <file baseinstalldir="/" name="src/core/telemetry/stats_data.h" role="src" />
+    <file baseinstalldir="/" name="src/core/telemetry/tcp_tracer.h" role="src" />
     <file baseinstalldir="/" name="src/core/tsi/alts/crypt/aes_gcm.cc" role="src" />
     <file baseinstalldir="/" name="src/core/tsi/alts/crypt/gsec.cc" role="src" />
     <file baseinstalldir="/" name="src/core/tsi/alts/crypt/gsec.h" role="src" />
diff --git a/setup.py b/setup.py
index d25e924d594..b93637215ff 100644
--- a/setup.py
+++ b/setup.py
@@ -441,7 +441,7 @@ DEFINE_MACROS += (("GRPC_DO_NOT_INSTANTIATE_POSIX_POLLER", 1),)
 
 # Fix for Cython build issue in aarch64.
 # It's required to define this macro before include <inttypes.h>.
-# <inttypes.h> was included in core/lib/channel/call_tracer.h.
+# <inttypes.h> was included in core/telemetry/call_tracer.h.
 # This macro should already be defined in grpc/grpc.h through port_platform.h,
 # but we're still having issue in aarch64, so we manually define the macro here.
 # TODO(xuanwn): Figure out what's going on in the aarch64 build so we can support
diff --git a/src/core/BUILD b/src/core/BUILD
index 53457328bfd..0752f8b056f 100644
--- a/src/core/BUILD
+++ b/src/core/BUILD
@@ -2998,10 +2998,10 @@ grpc_cc_library(
 grpc_cc_library(
     name = "histogram_view",
     srcs = [
-        "lib/debug/histogram_view.cc",
+        "telemetry/histogram_view.cc",
     ],
     hdrs = [
-        "lib/debug/histogram_view.h",
+        "telemetry/histogram_view.h",
     ],
     deps = ["//:gpr"],
 )
@@ -3009,10 +3009,10 @@ grpc_cc_library(
 grpc_cc_library(
     name = "stats_data",
     srcs = [
-        "lib/debug/stats_data.cc",
+        "telemetry/stats_data.cc",
     ],
     hdrs = [
-        "lib/debug/stats_data.h",
+        "telemetry/stats_data.h",
     ],
     external_deps = ["absl/strings"],
     deps = [
@@ -7887,10 +7887,10 @@ grpc_cc_library(
 grpc_cc_library(
     name = "metrics",
     srcs = [
-        "lib/channel/metrics.cc",
+        "telemetry/metrics.cc",
     ],
     hdrs = [
-        "lib/channel/metrics.h",
+        "telemetry/metrics.h",
     ],
     external_deps = [
         "absl/container:flat_hash_map",
diff --git a/src/core/client_channel/client_channel_filter.h b/src/core/client_channel/client_channel_filter.h
index 9e11e12d223..5bbafc68d68 100644
--- a/src/core/client_channel/client_channel_filter.h
+++ b/src/core/client_channel/client_channel_filter.h
@@ -43,7 +43,6 @@
 #include "src/core/client_channel/dynamic_filters.h"
 #include "src/core/client_channel/subchannel.h"
 #include "src/core/client_channel/subchannel_pool_interface.h"
-#include "src/core/lib/channel/call_tracer.h"
 #include "src/core/lib/channel/channel_args.h"
 #include "src/core/lib/channel/channel_fwd.h"
 #include "src/core/lib/channel/channel_stack.h"
@@ -70,6 +69,7 @@
 #include "src/core/load_balancing/lb_policy.h"
 #include "src/core/resolver/resolver.h"
 #include "src/core/service_config/service_config.h"
+#include "src/core/telemetry/call_tracer.h"
 #include "src/core/util/time_precise.h"
 
 //
diff --git a/src/core/client_channel/client_channel_internal.h b/src/core/client_channel/client_channel_internal.h
index adc09a81172..a2c759ec7d6 100644
--- a/src/core/client_channel/client_channel_internal.h
+++ b/src/core/client_channel/client_channel_internal.h
@@ -26,12 +26,12 @@
 
 #include <grpc/support/log.h>
 
-#include "src/core/lib/channel/call_tracer.h"
 #include "src/core/lib/channel/context.h"
 #include "src/core/lib/gprpp/unique_type_name.h"
 #include "src/core/lib/resource_quota/arena.h"
 #include "src/core/load_balancing/lb_policy.h"
 #include "src/core/service_config/service_config_call_data.h"
+#include "src/core/telemetry/call_tracer.h"
 
 //
 // This file contains internal interfaces used to allow various plugins
diff --git a/src/core/client_channel/subchannel.cc b/src/core/client_channel/subchannel.cc
index d0f9edefeab..9ebb91b276e 100644
--- a/src/core/client_channel/subchannel.cc
+++ b/src/core/client_channel/subchannel.cc
@@ -49,8 +49,6 @@
 #include "src/core/lib/channel/channel_stack.h"
 #include "src/core/lib/channel/channel_stack_builder_impl.h"
 #include "src/core/lib/config/core_configuration.h"
-#include "src/core/lib/debug/stats.h"
-#include "src/core/lib/debug/stats_data.h"
 #include "src/core/lib/debug/trace.h"
 #include "src/core/lib/gprpp/debug_location.h"
 #include "src/core/lib/gprpp/ref_counted_ptr.h"
@@ -67,6 +65,8 @@
 #include "src/core/lib/transport/connectivity_state.h"
 #include "src/core/lib/transport/error_utils.h"
 #include "src/core/lib/transport/transport.h"
+#include "src/core/telemetry/stats.h"
+#include "src/core/telemetry/stats_data.h"
 #include "src/core/util/alloc.h"
 #include "src/core/util/useful.h"
 
diff --git a/src/core/ext/filters/http/message_compress/compression_filter.cc b/src/core/ext/filters/http/message_compress/compression_filter.cc
index ed077de6e70..43fa643bbb8 100644
--- a/src/core/ext/filters/http/message_compress/compression_filter.cc
+++ b/src/core/ext/filters/http/message_compress/compression_filter.cc
@@ -35,7 +35,6 @@
 #include <grpc/support/log.h>
 
 #include "src/core/ext/filters/message_size/message_size_filter.h"
-#include "src/core/lib/channel/call_tracer.h"
 #include "src/core/lib/channel/channel_args.h"
 #include "src/core/lib/channel/channel_stack.h"
 #include "src/core/lib/channel/context.h"
@@ -54,6 +53,7 @@
 #include "src/core/lib/surface/call_trace.h"
 #include "src/core/lib/transport/metadata_batch.h"
 #include "src/core/lib/transport/transport.h"
+#include "src/core/telemetry/call_tracer.h"
 
 namespace grpc_core {
 
diff --git a/src/core/ext/filters/logging/logging_filter.cc b/src/core/ext/filters/logging/logging_filter.cc
index 06ee67de012..bd229acb5de 100644
--- a/src/core/ext/filters/logging/logging_filter.cc
+++ b/src/core/ext/filters/logging/logging_filter.cc
@@ -50,7 +50,6 @@
 
 #include "src/core/client_channel/client_channel_filter.h"
 #include "src/core/ext/filters/logging/logging_sink.h"
-#include "src/core/lib/channel/call_tracer.h"
 #include "src/core/lib/channel/channel_args.h"
 #include "src/core/lib/channel/channel_fwd.h"
 #include "src/core/lib/channel/channel_stack.h"
@@ -71,6 +70,7 @@
 #include "src/core/lib/transport/transport.h"
 #include "src/core/lib/uri/uri_parser.h"
 #include "src/core/resolver/resolver_registry.h"
+#include "src/core/telemetry/call_tracer.h"
 
 namespace grpc_core {
 
diff --git a/src/core/ext/transport/chttp2/transport/chttp2_transport.cc b/src/core/ext/transport/chttp2/transport/chttp2_transport.cc
index 5c2d1c5ae20..2b85004c1a6 100644
--- a/src/core/ext/transport/chttp2/transport/chttp2_transport.cc
+++ b/src/core/ext/transport/chttp2/transport/chttp2_transport.cc
@@ -73,12 +73,8 @@
 #include "src/core/ext/transport/chttp2/transport/ping_rate_policy.h"
 #include "src/core/ext/transport/chttp2/transport/varint.h"
 #include "src/core/ext/transport/chttp2/transport/write_size_policy.h"
-#include "src/core/lib/channel/call_tracer.h"
 #include "src/core/lib/channel/channel_args.h"
 #include "src/core/lib/channel/context.h"
-#include "src/core/lib/channel/tcp_tracer.h"
-#include "src/core/lib/debug/stats.h"
-#include "src/core/lib/debug/stats_data.h"
 #include "src/core/lib/experiments/experiments.h"
 #include "src/core/lib/gprpp/bitset.h"
 #include "src/core/lib/gprpp/crash.h"
@@ -108,6 +104,10 @@
 #include "src/core/lib/transport/metadata_info.h"
 #include "src/core/lib/transport/status_conversion.h"
 #include "src/core/lib/transport/transport.h"
+#include "src/core/telemetry/call_tracer.h"
+#include "src/core/telemetry/stats.h"
+#include "src/core/telemetry/stats_data.h"
+#include "src/core/telemetry/tcp_tracer.h"
 #include "src/core/util/string.h"
 #include "src/core/util/useful.h"
 
diff --git a/src/core/ext/transport/chttp2/transport/chttp2_transport.h b/src/core/ext/transport/chttp2/transport/chttp2_transport.h
index d83b38e8c5c..a98381b489d 100644
--- a/src/core/ext/transport/chttp2/transport/chttp2_transport.h
+++ b/src/core/ext/transport/chttp2/transport/chttp2_transport.h
@@ -29,7 +29,6 @@
 
 #include "src/core/channelz/channelz.h"
 #include "src/core/ext/transport/chttp2/transport/flow_control.h"
-#include "src/core/lib/channel/call_tracer.h"
 #include "src/core/lib/channel/channel_args.h"
 #include "src/core/lib/debug/trace.h"
 #include "src/core/lib/gprpp/ref_counted_ptr.h"
@@ -39,6 +38,7 @@
 #include "src/core/lib/iomgr/endpoint.h"
 #include "src/core/lib/iomgr/error.h"
 #include "src/core/lib/transport/transport.h"
+#include "src/core/telemetry/call_tracer.h"
 
 extern grpc_core::TraceFlag grpc_keepalive_trace;
 extern grpc_core::TraceFlag grpc_trace_http2_stream_state;
diff --git a/src/core/ext/transport/chttp2/transport/context_list_entry.h b/src/core/ext/transport/chttp2/transport/context_list_entry.h
index cf080874fe7..8d64b321aef 100644
--- a/src/core/ext/transport/chttp2/transport/context_list_entry.h
+++ b/src/core/ext/transport/chttp2/transport/context_list_entry.h
@@ -28,7 +28,7 @@
 
 #include <grpc/support/port_platform.h>
 
-#include "src/core/lib/channel/tcp_tracer.h"
+#include "src/core/telemetry/tcp_tracer.h"
 
 namespace grpc_core {
 
diff --git a/src/core/ext/transport/chttp2/transport/hpack_parser.cc b/src/core/ext/transport/chttp2/transport/hpack_parser.cc
index 4c4500dc280..44ae22ea475 100644
--- a/src/core/ext/transport/chttp2/transport/hpack_parser.cc
+++ b/src/core/ext/transport/chttp2/transport/hpack_parser.cc
@@ -44,9 +44,6 @@
 #include "src/core/ext/transport/chttp2/transport/hpack_constants.h"
 #include "src/core/ext/transport/chttp2/transport/hpack_parse_result.h"
 #include "src/core/ext/transport/chttp2/transport/hpack_parser_table.h"
-#include "src/core/lib/channel/call_tracer.h"
-#include "src/core/lib/debug/stats.h"
-#include "src/core/lib/debug/stats_data.h"
 #include "src/core/lib/debug/trace.h"
 #include "src/core/lib/gprpp/match.h"
 #include "src/core/lib/slice/slice.h"
@@ -54,6 +51,9 @@
 #include "src/core/lib/surface/validate_metadata.h"
 #include "src/core/lib/transport/metadata_info.h"
 #include "src/core/lib/transport/parsed_metadata.h"
+#include "src/core/telemetry/call_tracer.h"
+#include "src/core/telemetry/stats.h"
+#include "src/core/telemetry/stats_data.h"
 
 // IWYU pragma: no_include <type_traits>
 
diff --git a/src/core/ext/transport/chttp2/transport/hpack_parser.h b/src/core/ext/transport/chttp2/transport/hpack_parser.h
index 95f752c3ba8..463e051dc27 100644
--- a/src/core/ext/transport/chttp2/transport/hpack_parser.h
+++ b/src/core/ext/transport/chttp2/transport/hpack_parser.h
@@ -40,11 +40,11 @@
 #include "src/core/ext/transport/chttp2/transport/hpack_parser_table.h"
 #include "src/core/ext/transport/chttp2/transport/legacy_frame.h"
 #include "src/core/lib/backoff/random_early_detection.h"
-#include "src/core/lib/channel/call_tracer.h"
 #include "src/core/lib/iomgr/error.h"
 #include "src/core/lib/slice/slice.h"
 #include "src/core/lib/slice/slice_refcount.h"
 #include "src/core/lib/transport/metadata_batch.h"
+#include "src/core/telemetry/call_tracer.h"
 
 // IWYU pragma: no_include <type_traits>
 
diff --git a/src/core/ext/transport/chttp2/transport/internal.h b/src/core/ext/transport/chttp2/transport/internal.h
index 058928a596d..aa04864ec00 100644
--- a/src/core/ext/transport/chttp2/transport/internal.h
+++ b/src/core/ext/transport/chttp2/transport/internal.h
@@ -57,9 +57,7 @@
 #include "src/core/ext/transport/chttp2/transport/ping_callbacks.h"
 #include "src/core/ext/transport/chttp2/transport/ping_rate_policy.h"
 #include "src/core/ext/transport/chttp2/transport/write_size_policy.h"
-#include "src/core/lib/channel/call_tracer.h"
 #include "src/core/lib/channel/channel_args.h"
-#include "src/core/lib/channel/tcp_tracer.h"
 #include "src/core/lib/debug/trace.h"
 #include "src/core/lib/gprpp/bitset.h"
 #include "src/core/lib/gprpp/debug_location.h"
@@ -79,6 +77,8 @@
 #include "src/core/lib/transport/connectivity_state.h"
 #include "src/core/lib/transport/metadata_batch.h"
 #include "src/core/lib/transport/transport.h"
+#include "src/core/telemetry/call_tracer.h"
+#include "src/core/telemetry/tcp_tracer.h"
 
 // Flag that this closure barrier may be covering a write in a pollset, and so
 //   we should not complete this closure until we can prove that the write got
diff --git a/src/core/ext/transport/chttp2/transport/parsing.cc b/src/core/ext/transport/chttp2/transport/parsing.cc
index a49d91263e5..856d3bcb220 100644
--- a/src/core/ext/transport/chttp2/transport/parsing.cc
+++ b/src/core/ext/transport/chttp2/transport/parsing.cc
@@ -60,7 +60,6 @@
 #include "src/core/ext/transport/chttp2/transport/max_concurrent_streams_policy.h"
 #include "src/core/ext/transport/chttp2/transport/ping_rate_policy.h"
 #include "src/core/lib/backoff/random_early_detection.h"
-#include "src/core/lib/channel/call_tracer.h"
 #include "src/core/lib/channel/context.h"
 #include "src/core/lib/debug/trace.h"
 #include "src/core/lib/experiments/experiments.h"
@@ -76,6 +75,7 @@
 #include "src/core/lib/transport/http2_errors.h"
 #include "src/core/lib/transport/metadata_batch.h"
 #include "src/core/lib/transport/transport.h"
+#include "src/core/telemetry/call_tracer.h"
 
 using grpc_core::HPackParser;
 
diff --git a/src/core/ext/transport/chttp2/transport/writing.cc b/src/core/ext/transport/chttp2/transport/writing.cc
index 6b99d9deee8..0cc28270314 100644
--- a/src/core/ext/transport/chttp2/transport/writing.cc
+++ b/src/core/ext/transport/chttp2/transport/writing.cc
@@ -54,9 +54,6 @@
 #include "src/core/ext/transport/chttp2/transport/ping_callbacks.h"
 #include "src/core/ext/transport/chttp2/transport/ping_rate_policy.h"
 #include "src/core/ext/transport/chttp2/transport/write_size_policy.h"
-#include "src/core/lib/channel/call_tracer.h"
-#include "src/core/lib/debug/stats.h"
-#include "src/core/lib/debug/stats_data.h"
 #include "src/core/lib/debug/trace.h"
 #include "src/core/lib/experiments/experiments.h"
 #include "src/core/lib/gprpp/match.h"
@@ -72,6 +69,9 @@
 #include "src/core/lib/transport/http2_errors.h"
 #include "src/core/lib/transport/metadata_batch.h"
 #include "src/core/lib/transport/transport.h"
+#include "src/core/telemetry/call_tracer.h"
+#include "src/core/telemetry/stats.h"
+#include "src/core/telemetry/stats_data.h"
 #include "src/core/util/useful.h"
 
 // IWYU pragma: no_include "src/core/lib/gprpp/orphanable.h"
diff --git a/src/core/handshaker/security/security_handshaker.cc b/src/core/handshaker/security/security_handshaker.cc
index 33b21f31d13..bf073a66561 100644
--- a/src/core/handshaker/security/security_handshaker.cc
+++ b/src/core/handshaker/security/security_handshaker.cc
@@ -51,8 +51,6 @@
 #include "src/core/handshaker/security/tsi_error.h"
 #include "src/core/lib/channel/channel_args.h"
 #include "src/core/lib/config/core_configuration.h"
-#include "src/core/lib/debug/stats.h"
-#include "src/core/lib/debug/stats_data.h"
 #include "src/core/lib/gprpp/debug_location.h"
 #include "src/core/lib/gprpp/ref_counted_ptr.h"
 #include "src/core/lib/gprpp/sync.h"
@@ -66,6 +64,8 @@
 #include "src/core/lib/security/context/security_context.h"
 #include "src/core/lib/slice/slice.h"
 #include "src/core/lib/slice/slice_internal.h"
+#include "src/core/telemetry/stats.h"
+#include "src/core/telemetry/stats_data.h"
 #include "src/core/tsi/transport_security_grpc.h"
 
 #define GRPC_INITIAL_HANDSHAKE_BUFFER_SIZE 256
diff --git a/src/core/lib/channel/channel_stack.h b/src/core/lib/channel/channel_stack.h
index 10b326e88d3..9fc6564c8de 100644
--- a/src/core/lib/channel/channel_stack.h
+++ b/src/core/lib/channel/channel_stack.h
@@ -60,7 +60,6 @@
 #include "src/core/lib/channel/channel_args.h"
 #include "src/core/lib/channel/channel_fwd.h"
 #include "src/core/lib/channel/context.h"
-#include "src/core/lib/channel/metrics.h"
 #include "src/core/lib/debug/trace.h"
 #include "src/core/lib/gprpp/manual_constructor.h"
 #include "src/core/lib/gprpp/ref_counted_ptr.h"
@@ -73,6 +72,7 @@
 #include "src/core/lib/resource_quota/arena.h"
 #include "src/core/lib/transport/call_final_info.h"
 #include "src/core/lib/transport/transport.h"
+#include "src/core/telemetry/metrics.h"
 #include "src/core/util/time_precise.h"
 
 struct grpc_channel_element_args {
diff --git a/src/core/lib/gprpp/work_serializer.cc b/src/core/lib/gprpp/work_serializer.cc
index 88c10c00a8a..653aa8659cf 100644
--- a/src/core/lib/gprpp/work_serializer.cc
+++ b/src/core/lib/gprpp/work_serializer.cc
@@ -34,8 +34,6 @@
 #include <grpc/support/log.h>
 #include <grpc/support/port_platform.h>
 
-#include "src/core/lib/debug/stats.h"
-#include "src/core/lib/debug/stats_data.h"
 #include "src/core/lib/debug/trace.h"
 #include "src/core/lib/experiments/experiments.h"
 #include "src/core/lib/gprpp/debug_location.h"
@@ -43,6 +41,8 @@
 #include "src/core/lib/gprpp/orphanable.h"
 #include "src/core/lib/gprpp/sync.h"
 #include "src/core/lib/iomgr/exec_ctx.h"
+#include "src/core/telemetry/stats.h"
+#include "src/core/telemetry/stats_data.h"
 
 namespace grpc_core {
 
diff --git a/src/core/lib/iomgr/call_combiner.cc b/src/core/lib/iomgr/call_combiner.cc
index c6fb49cea1a..fa56bfa3e76 100644
--- a/src/core/lib/iomgr/call_combiner.cc
+++ b/src/core/lib/iomgr/call_combiner.cc
@@ -26,9 +26,9 @@
 #include <grpc/support/log.h>
 #include <grpc/support/port_platform.h>
 
-#include "src/core/lib/debug/stats.h"
-#include "src/core/lib/debug/stats_data.h"
 #include "src/core/lib/gprpp/crash.h"
+#include "src/core/telemetry/stats.h"
+#include "src/core/telemetry/stats_data.h"
 
 namespace grpc_core {
 
diff --git a/src/core/lib/iomgr/ev_epoll1_linux.cc b/src/core/lib/iomgr/ev_epoll1_linux.cc
index d40b20a93b7..f0021d0ed7e 100644
--- a/src/core/lib/iomgr/ev_epoll1_linux.cc
+++ b/src/core/lib/iomgr/ev_epoll1_linux.cc
@@ -49,8 +49,6 @@
 #include <grpc/support/alloc.h>
 #include <grpc/support/cpu.h>
 
-#include "src/core/lib/debug/stats.h"
-#include "src/core/lib/debug/stats_data.h"
 #include "src/core/lib/gprpp/manual_constructor.h"
 #include "src/core/lib/gprpp/strerror.h"
 #include "src/core/lib/iomgr/block_annotate.h"
@@ -59,6 +57,8 @@
 #include "src/core/lib/iomgr/iomgr_internal.h"
 #include "src/core/lib/iomgr/lockfree_event.h"
 #include "src/core/lib/iomgr/wakeup_fd_posix.h"
+#include "src/core/telemetry/stats.h"
+#include "src/core/telemetry/stats_data.h"
 #include "src/core/util/string.h"
 #include "src/core/util/useful.h"
 
diff --git a/src/core/lib/iomgr/ev_poll_posix.cc b/src/core/lib/iomgr/ev_poll_posix.cc
index d4c78557f06..02c3bb77c4b 100644
--- a/src/core/lib/iomgr/ev_poll_posix.cc
+++ b/src/core/lib/iomgr/ev_poll_posix.cc
@@ -41,14 +41,14 @@
 #include <grpc/support/alloc.h>
 #include <grpc/support/log.h>
 
-#include "src/core/lib/debug/stats.h"
-#include "src/core/lib/debug/stats_data.h"
 #include "src/core/lib/gprpp/crash.h"
 #include "src/core/lib/gprpp/thd.h"
 #include "src/core/lib/iomgr/block_annotate.h"
 #include "src/core/lib/iomgr/ev_poll_posix.h"
 #include "src/core/lib/iomgr/iomgr_internal.h"
 #include "src/core/lib/iomgr/wakeup_fd_posix.h"
+#include "src/core/telemetry/stats.h"
+#include "src/core/telemetry/stats_data.h"
 #include "src/core/util/useful.h"
 
 #define GRPC_POLLSET_KICK_BROADCAST ((grpc_pollset_worker*)1)
diff --git a/src/core/lib/iomgr/iocp_windows.cc b/src/core/lib/iomgr/iocp_windows.cc
index a19c13ab7b6..9d6477aaaaf 100644
--- a/src/core/lib/iomgr/iocp_windows.cc
+++ b/src/core/lib/iomgr/iocp_windows.cc
@@ -33,14 +33,14 @@
 #include <grpc/support/log.h>
 #include <grpc/support/log_windows.h>
 
-#include "src/core/lib/debug/stats.h"
-#include "src/core/lib/debug/stats_data.h"
 #include "src/core/lib/gprpp/crash.h"
 #include "src/core/lib/gprpp/thd.h"
 #include "src/core/lib/iomgr/iocp_windows.h"
 #include "src/core/lib/iomgr/iomgr_internal.h"
 #include "src/core/lib/iomgr/socket_windows.h"
 #include "src/core/lib/iomgr/timer.h"
+#include "src/core/telemetry/stats.h"
+#include "src/core/telemetry/stats_data.h"
 
 static ULONG g_iocp_kick_token;
 static OVERLAPPED g_iocp_custom_overlap;
diff --git a/src/core/lib/iomgr/tcp_posix.cc b/src/core/lib/iomgr/tcp_posix.cc
index 1f9f9817e04..6992bcf687c 100644
--- a/src/core/lib/iomgr/tcp_posix.cc
+++ b/src/core/lib/iomgr/tcp_posix.cc
@@ -57,8 +57,6 @@
 
 #include "src/core/lib/address_utils/sockaddr_utils.h"
 #include "src/core/lib/debug/event_log.h"
-#include "src/core/lib/debug/stats.h"
-#include "src/core/lib/debug/stats_data.h"
 #include "src/core/lib/debug/trace.h"
 #include "src/core/lib/experiments/experiments.h"
 #include "src/core/lib/gprpp/crash.h"
@@ -76,6 +74,8 @@
 #include "src/core/lib/resource_quota/trace.h"
 #include "src/core/lib/slice/slice_internal.h"
 #include "src/core/lib/slice/slice_string_helpers.h"
+#include "src/core/telemetry/stats.h"
+#include "src/core/telemetry/stats_data.h"
 #include "src/core/util/string.h"
 #include "src/core/util/useful.h"
 
diff --git a/src/core/lib/surface/call.cc b/src/core/lib/surface/call.cc
index cd9a15d0bd6..9a54226862b 100644
--- a/src/core/lib/surface/call.cc
+++ b/src/core/lib/surface/call.cc
@@ -58,13 +58,10 @@
 
 #include "src/core/channelz/channelz.h"
 #include "src/core/lib/channel/call_finalization.h"
-#include "src/core/lib/channel/call_tracer.h"
 #include "src/core/lib/channel/channel_stack.h"
 #include "src/core/lib/channel/context.h"
 #include "src/core/lib/channel/status_util.h"
 #include "src/core/lib/compression/compression_internal.h"
-#include "src/core/lib/debug/stats.h"
-#include "src/core/lib/debug/stats_data.h"
 #include "src/core/lib/experiments/experiments.h"
 #include "src/core/lib/gprpp/bitset.h"
 #include "src/core/lib/gprpp/cpp_impl_of.h"
@@ -104,6 +101,9 @@
 #include "src/core/lib/transport/metadata_batch.h"
 #include "src/core/lib/transport/transport.h"
 #include "src/core/server/server_interface.h"
+#include "src/core/telemetry/call_tracer.h"
+#include "src/core/telemetry/stats.h"
+#include "src/core/telemetry/stats_data.h"
 #include "src/core/util/alloc.h"
 #include "src/core/util/time_precise.h"
 #include "src/core/util/useful.h"
diff --git a/src/core/lib/surface/channel.cc b/src/core/lib/surface/channel.cc
index 827d37f06b6..b8134974794 100644
--- a/src/core/lib/surface/channel.cc
+++ b/src/core/lib/surface/channel.cc
@@ -29,11 +29,11 @@
 #include "src/core/channelz/channelz.h"
 #include "src/core/lib/channel/channel_args.h"
 #include "src/core/lib/compression/compression_internal.h"
-#include "src/core/lib/debug/stats.h"
-#include "src/core/lib/debug/stats_data.h"
 #include "src/core/lib/debug/trace.h"
 #include "src/core/lib/iomgr/exec_ctx.h"
 #include "src/core/lib/surface/api_trace.h"
+#include "src/core/telemetry/stats.h"
+#include "src/core/telemetry/stats_data.h"
 
 namespace grpc_core {
 
diff --git a/src/core/lib/surface/channel_create.cc b/src/core/lib/surface/channel_create.cc
index 0ad87af1f62..5ae280171e7 100644
--- a/src/core/lib/surface/channel_create.cc
+++ b/src/core/lib/surface/channel_create.cc
@@ -24,11 +24,11 @@
 #include "src/core/channelz/channelz.h"
 #include "src/core/lib/channel/channel_args.h"
 #include "src/core/lib/config/core_configuration.h"
-#include "src/core/lib/debug/stats.h"
-#include "src/core/lib/debug/stats_data.h"
 #include "src/core/lib/surface/channel.h"
 #include "src/core/lib/surface/lame_client.h"
 #include "src/core/lib/surface/legacy_channel.h"
+#include "src/core/telemetry/stats.h"
+#include "src/core/telemetry/stats_data.h"
 
 namespace grpc_core {
 
diff --git a/src/core/lib/surface/completion_queue.cc b/src/core/lib/surface/completion_queue.cc
index b439191f1bb..1c77614f6fb 100644
--- a/src/core/lib/surface/completion_queue.cc
+++ b/src/core/lib/surface/completion_queue.cc
@@ -41,8 +41,6 @@
 #include <grpc/support/sync.h>
 #include <grpc/support/time.h>
 
-#include "src/core/lib/debug/stats.h"
-#include "src/core/lib/debug/stats_data.h"
 #include "src/core/lib/gprpp/atomic_utils.h"
 #include "src/core/lib/gprpp/debug_location.h"
 #include "src/core/lib/gprpp/ref_counted.h"
@@ -55,6 +53,8 @@
 #include "src/core/lib/iomgr/pollset.h"
 #include "src/core/lib/surface/api_trace.h"
 #include "src/core/lib/surface/event_string.h"
+#include "src/core/telemetry/stats.h"
+#include "src/core/telemetry/stats_data.h"
 #include "src/core/util/spinlock.h"
 
 #ifdef GPR_WINDOWS
diff --git a/src/core/lib/surface/legacy_channel.cc b/src/core/lib/surface/legacy_channel.cc
index d8f53540e32..69a41cf503e 100644
--- a/src/core/lib/surface/legacy_channel.cc
+++ b/src/core/lib/surface/legacy_channel.cc
@@ -36,10 +36,7 @@
 #include "src/core/lib/channel/channel_fwd.h"
 #include "src/core/lib/channel/channel_stack.h"
 #include "src/core/lib/channel/channel_stack_builder_impl.h"
-#include "src/core/lib/channel/metrics.h"
 #include "src/core/lib/config/core_configuration.h"
-#include "src/core/lib/debug/stats.h"
-#include "src/core/lib/debug/stats_data.h"
 #include "src/core/lib/gprpp/crash.h"
 #include "src/core/lib/gprpp/dual_ref_counted.h"
 #include "src/core/lib/gprpp/ref_counted_ptr.h"
@@ -57,6 +54,9 @@
 #include "src/core/lib/surface/init_internally.h"
 #include "src/core/lib/surface/lame_client.h"
 #include "src/core/lib/transport/transport.h"
+#include "src/core/telemetry/metrics.h"
+#include "src/core/telemetry/stats.h"
+#include "src/core/telemetry/stats_data.h"
 
 namespace grpc_core {
 
diff --git a/src/core/lib/surface/legacy_channel.h b/src/core/lib/surface/legacy_channel.h
index 3cf3fa0db22..0ebf7b4aacb 100644
--- a/src/core/lib/surface/legacy_channel.h
+++ b/src/core/lib/surface/legacy_channel.h
@@ -32,7 +32,6 @@
 #include "src/core/lib/channel/channel_args.h"
 #include "src/core/lib/channel/channel_fwd.h"
 #include "src/core/lib/channel/channel_stack.h"  // IWYU pragma: keep
-#include "src/core/lib/debug/stats.h"
 #include "src/core/lib/gprpp/ref_counted_ptr.h"
 #include "src/core/lib/gprpp/time.h"
 #include "src/core/lib/iomgr/iomgr_fwd.h"
@@ -40,6 +39,7 @@
 #include "src/core/lib/surface/channel.h"
 #include "src/core/lib/surface/channel_stack_type.h"
 #include "src/core/lib/transport/call_arena_allocator.h"
+#include "src/core/telemetry/stats.h"
 
 namespace grpc_core {
 
diff --git a/src/core/lib/transport/metadata_info.h b/src/core/lib/transport/metadata_info.h
index 76569a97c66..02ab305c81b 100644
--- a/src/core/lib/transport/metadata_info.h
+++ b/src/core/lib/transport/metadata_info.h
@@ -18,9 +18,9 @@
 #include <grpc/support/port_platform.h>
 
 #include "src/core/ext/transport/chttp2/transport/hpack_constants.h"
-#include "src/core/lib/channel/call_tracer.h"
 #include "src/core/lib/channel/channel_args.h"
 #include "src/core/lib/transport/metadata_batch.h"
+#include "src/core/telemetry/call_tracer.h"
 
 namespace grpc_core {
 
diff --git a/src/core/load_balancing/lb_policy.h b/src/core/load_balancing/lb_policy.h
index 68f75e5271a..838d89ae2d5 100644
--- a/src/core/load_balancing/lb_policy.h
+++ b/src/core/load_balancing/lb_policy.h
@@ -38,7 +38,6 @@
 #include <grpc/support/port_platform.h>
 
 #include "src/core/lib/channel/channel_args.h"
-#include "src/core/lib/channel/metrics.h"
 #include "src/core/lib/debug/trace.h"
 #include "src/core/lib/gprpp/debug_location.h"
 #include "src/core/lib/gprpp/dual_ref_counted.h"
@@ -52,6 +51,7 @@
 #include "src/core/load_balancing/backend_metric_data.h"
 #include "src/core/load_balancing/subchannel_interface.h"
 #include "src/core/resolver/endpoint_addresses.h"
+#include "src/core/telemetry/metrics.h"
 
 namespace grpc_core {
 
diff --git a/src/core/load_balancing/pick_first/pick_first.cc b/src/core/load_balancing/pick_first/pick_first.cc
index ae5cb82489b..d22fe292b6a 100644
--- a/src/core/load_balancing/pick_first/pick_first.cc
+++ b/src/core/load_balancing/pick_first/pick_first.cc
@@ -43,7 +43,6 @@
 
 #include "src/core/lib/address_utils/sockaddr_utils.h"
 #include "src/core/lib/channel/channel_args.h"
-#include "src/core/lib/channel/metrics.h"
 #include "src/core/lib/config/core_configuration.h"
 #include "src/core/lib/debug/trace.h"
 #include "src/core/lib/experiments/experiments.h"
@@ -65,6 +64,7 @@
 #include "src/core/load_balancing/lb_policy_factory.h"
 #include "src/core/load_balancing/subchannel_interface.h"
 #include "src/core/resolver/endpoint_addresses.h"
+#include "src/core/telemetry/metrics.h"
 #include "src/core/util/useful.h"
 
 namespace grpc_core {
diff --git a/src/core/load_balancing/rls/rls.cc b/src/core/load_balancing/rls/rls.cc
index 53480d6f091..26bd71d0dda 100644
--- a/src/core/load_balancing/rls/rls.cc
+++ b/src/core/load_balancing/rls/rls.cc
@@ -70,7 +70,6 @@
 #include "src/core/client_channel/client_channel_filter.h"
 #include "src/core/lib/backoff/backoff.h"
 #include "src/core/lib/channel/channel_args.h"
-#include "src/core/lib/channel/metrics.h"
 #include "src/core/lib/config/core_configuration.h"
 #include "src/core/lib/debug/trace.h"
 #include "src/core/lib/gprpp/debug_location.h"
@@ -107,6 +106,7 @@
 #include "src/core/resolver/endpoint_addresses.h"
 #include "src/core/resolver/resolver_registry.h"
 #include "src/core/service_config/service_config_impl.h"
+#include "src/core/telemetry/metrics.h"
 #include "src/proto/grpc/lookup/v1/rls.upb.h"
 
 using ::grpc_event_engine::experimental::EventEngine;
diff --git a/src/core/load_balancing/weighted_round_robin/weighted_round_robin.cc b/src/core/load_balancing/weighted_round_robin/weighted_round_robin.cc
index d0a4165f393..f750b0ae0a0 100644
--- a/src/core/load_balancing/weighted_round_robin/weighted_round_robin.cc
+++ b/src/core/load_balancing/weighted_round_robin/weighted_round_robin.cc
@@ -45,10 +45,7 @@
 #include <grpc/support/port_platform.h>
 
 #include "src/core/lib/channel/channel_args.h"
-#include "src/core/lib/channel/metrics.h"
 #include "src/core/lib/config/core_configuration.h"
-#include "src/core/lib/debug/stats.h"
-#include "src/core/lib/debug/stats_data.h"
 #include "src/core/lib/debug/trace.h"
 #include "src/core/lib/experiments/experiments.h"
 #include "src/core/lib/gprpp/debug_location.h"
@@ -74,6 +71,9 @@
 #include "src/core/load_balancing/weighted_round_robin/static_stride_scheduler.h"
 #include "src/core/load_balancing/weighted_target/weighted_target.h"
 #include "src/core/resolver/endpoint_addresses.h"
+#include "src/core/telemetry/metrics.h"
+#include "src/core/telemetry/stats.h"
+#include "src/core/telemetry/stats_data.h"
 
 namespace grpc_core {
 
diff --git a/src/core/load_balancing/xds/xds_cluster_impl.cc b/src/core/load_balancing/xds/xds_cluster_impl.cc
index 0554e28b4e7..6ea74538a36 100644
--- a/src/core/load_balancing/xds/xds_cluster_impl.cc
+++ b/src/core/load_balancing/xds/xds_cluster_impl.cc
@@ -38,7 +38,6 @@
 #include <grpc/support/port_platform.h>
 
 #include "src/core/client_channel/client_channel_internal.h"
-#include "src/core/lib/channel/call_tracer.h"
 #include "src/core/lib/channel/channel_args.h"
 #include "src/core/lib/config/core_configuration.h"
 #include "src/core/lib/debug/trace.h"
@@ -67,6 +66,7 @@
 #include "src/core/load_balancing/xds/xds_channel_args.h"
 #include "src/core/resolver/endpoint_addresses.h"
 #include "src/core/resolver/xds/xds_dependency_manager.h"
+#include "src/core/telemetry/call_tracer.h"
 #include "src/core/xds/grpc/xds_bootstrap_grpc.h"
 #include "src/core/xds/grpc/xds_client_grpc.h"
 #include "src/core/xds/grpc/xds_endpoint.h"
diff --git a/src/core/server/server.cc b/src/core/server/server.cc
index b891001f3d4..6397e03a62c 100644
--- a/src/core/server/server.cc
+++ b/src/core/server/server.cc
@@ -52,7 +52,6 @@
 #include "src/core/lib/channel/channel_args.h"
 #include "src/core/lib/channel/channel_args_preconditioning.h"
 #include "src/core/lib/config/core_configuration.h"
-#include "src/core/lib/debug/stats.h"
 #include "src/core/lib/experiments/experiments.h"
 #include "src/core/lib/gprpp/crash.h"
 #include "src/core/lib/gprpp/debug_location.h"
@@ -83,6 +82,7 @@
 #include "src/core/lib/transport/connectivity_state.h"
 #include "src/core/lib/transport/error_utils.h"
 #include "src/core/lib/transport/interception_chain.h"
+#include "src/core/telemetry/stats.h"
 #include "src/core/util/useful.h"
 
 namespace grpc_core {
diff --git a/src/core/server/server.h b/src/core/server/server.h
index 01b541c233e..279e1f8362b 100644
--- a/src/core/server/server.h
+++ b/src/core/server/server.h
@@ -47,7 +47,6 @@
 
 #include "src/core/channelz/channelz.h"
 #include "src/core/lib/backoff/random_early_detection.h"
-#include "src/core/lib/channel/call_tracer.h"
 #include "src/core/lib/channel/channel_args.h"
 #include "src/core/lib/channel/channel_fwd.h"
 #include "src/core/lib/channel/channel_stack.h"
@@ -70,6 +69,7 @@
 #include "src/core/lib/transport/metadata_batch.h"
 #include "src/core/lib/transport/transport.h"
 #include "src/core/server/server_interface.h"
+#include "src/core/telemetry/call_tracer.h"
 
 #define GRPC_ARG_SERVER_MAX_PENDING_REQUESTS "grpc.server.max_pending_requests"
 #define GRPC_ARG_SERVER_MAX_PENDING_REQUESTS_HARD_LIMIT \
diff --git a/src/core/server/server_call_tracer_filter.cc b/src/core/server/server_call_tracer_filter.cc
index 6ceb637d481..7a63b4768b6 100644
--- a/src/core/server/server_call_tracer_filter.cc
+++ b/src/core/server/server_call_tracer_filter.cc
@@ -26,7 +26,6 @@
 #include <grpc/support/port_platform.h>
 
 #include "src/core/lib/channel/call_finalization.h"
-#include "src/core/lib/channel/call_tracer.h"
 #include "src/core/lib/channel/channel_args.h"
 #include "src/core/lib/channel/channel_fwd.h"
 #include "src/core/lib/channel/channel_stack.h"
@@ -40,6 +39,7 @@
 #include "src/core/lib/promise/pipe.h"
 #include "src/core/lib/surface/channel_stack_type.h"
 #include "src/core/lib/transport/transport.h"
+#include "src/core/telemetry/call_tracer.h"
 
 namespace grpc_core {
 
diff --git a/src/core/lib/channel/call_tracer.cc b/src/core/telemetry/call_tracer.cc
similarity index 99%
rename from src/core/lib/channel/call_tracer.cc
rename to src/core/telemetry/call_tracer.cc
index 154bbdfbf06..093664e85f6 100644
--- a/src/core/lib/channel/call_tracer.cc
+++ b/src/core/telemetry/call_tracer.cc
@@ -16,7 +16,7 @@
 //
 //
 
-#include "src/core/lib/channel/call_tracer.h"
+#include "src/core/telemetry/call_tracer.h"
 
 #include <memory>
 #include <utility>
@@ -27,8 +27,8 @@
 #include <grpc/support/log.h>
 #include <grpc/support/port_platform.h>
 
-#include "src/core/lib/channel/tcp_tracer.h"
 #include "src/core/lib/promise/context.h"
+#include "src/core/telemetry/tcp_tracer.h"
 
 namespace grpc_core {
 
diff --git a/src/core/lib/channel/call_tracer.h b/src/core/telemetry/call_tracer.h
similarity index 97%
rename from src/core/lib/channel/call_tracer.h
rename to src/core/telemetry/call_tracer.h
index f0b74f7e598..3f98c7098e0 100644
--- a/src/core/lib/channel/call_tracer.h
+++ b/src/core/telemetry/call_tracer.h
@@ -16,8 +16,8 @@
 //
 //
 
-#ifndef GRPC_SRC_CORE_LIB_CHANNEL_CALL_TRACER_H
-#define GRPC_SRC_CORE_LIB_CHANNEL_CALL_TRACER_H
+#ifndef GRPC_SRC_CORE_TELEMETRY_CALL_TRACER_H
+#define GRPC_SRC_CORE_TELEMETRY_CALL_TRACER_H
 
 #include <memory>
 #include <string>
@@ -31,13 +31,13 @@
 
 #include "src/core/lib/channel/channel_args.h"
 #include "src/core/lib/channel/context.h"
-#include "src/core/lib/channel/tcp_tracer.h"
 #include "src/core/lib/gprpp/ref_counted_string.h"
 #include "src/core/lib/iomgr/error.h"
 #include "src/core/lib/resource_quota/arena.h"
 #include "src/core/lib/slice/slice_buffer.h"
 #include "src/core/lib/transport/call_final_info.h"
 #include "src/core/lib/transport/metadata_batch.h"
+#include "src/core/telemetry/tcp_tracer.h"
 
 namespace grpc_core {
 
@@ -223,4 +223,4 @@ void AddServerCallTracerToContext(grpc_call_context_element* call_context,
 
 }  // namespace grpc_core
 
-#endif  // GRPC_SRC_CORE_LIB_CHANNEL_CALL_TRACER_H
+#endif  // GRPC_SRC_CORE_TELEMETRY_CALL_TRACER_H
diff --git a/src/core/lib/debug/histogram_view.cc b/src/core/telemetry/histogram_view.cc
similarity index 97%
rename from src/core/lib/debug/histogram_view.cc
rename to src/core/telemetry/histogram_view.cc
index 803f7a2321e..fdfa402d6d2 100644
--- a/src/core/lib/debug/histogram_view.cc
+++ b/src/core/telemetry/histogram_view.cc
@@ -12,7 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-#include "src/core/lib/debug/histogram_view.h"
+#include "src/core/telemetry/histogram_view.h"
 
 #include <grpc/support/port_platform.h>
 
diff --git a/src/core/lib/debug/histogram_view.h b/src/core/telemetry/histogram_view.h
similarity index 86%
rename from src/core/lib/debug/histogram_view.h
rename to src/core/telemetry/histogram_view.h
index dd6dd74fd41..62018d8b840 100644
--- a/src/core/lib/debug/histogram_view.h
+++ b/src/core/telemetry/histogram_view.h
@@ -12,8 +12,8 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-#ifndef GRPC_SRC_CORE_LIB_DEBUG_HISTOGRAM_VIEW_H
-#define GRPC_SRC_CORE_LIB_DEBUG_HISTOGRAM_VIEW_H
+#ifndef GRPC_SRC_CORE_TELEMETRY_HISTOGRAM_VIEW_H
+#define GRPC_SRC_CORE_TELEMETRY_HISTOGRAM_VIEW_H
 
 #include <stdint.h>
 
@@ -34,4 +34,4 @@ struct HistogramView {
 
 }  // namespace grpc_core
 
-#endif  // GRPC_SRC_CORE_LIB_DEBUG_HISTOGRAM_VIEW_H
+#endif  // GRPC_SRC_CORE_TELEMETRY_HISTOGRAM_VIEW_H
diff --git a/src/core/lib/channel/metrics.cc b/src/core/telemetry/metrics.cc
similarity index 99%
rename from src/core/lib/channel/metrics.cc
rename to src/core/telemetry/metrics.cc
index c3b734fc44d..b403a8649f2 100644
--- a/src/core/lib/channel/metrics.cc
+++ b/src/core/telemetry/metrics.cc
@@ -12,7 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-#include "src/core/lib/channel/metrics.h"
+#include "src/core/telemetry/metrics.h"
 
 #include <memory>
 
diff --git a/src/core/lib/channel/metrics.h b/src/core/telemetry/metrics.h
similarity index 99%
rename from src/core/lib/channel/metrics.h
rename to src/core/telemetry/metrics.h
index 797be93fd7d..0a02cf9acfc 100644
--- a/src/core/lib/channel/metrics.h
+++ b/src/core/telemetry/metrics.h
@@ -12,8 +12,8 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-#ifndef GRPC_SRC_CORE_LIB_CHANNEL_METRICS_H
-#define GRPC_SRC_CORE_LIB_CHANNEL_METRICS_H
+#ifndef GRPC_SRC_CORE_TELEMETRY_METRICS_H
+#define GRPC_SRC_CORE_TELEMETRY_METRICS_H
 
 #include <cstdint>
 #include <memory>
@@ -29,13 +29,13 @@
 #include <grpc/support/metrics.h>
 #include <grpc/support/port_platform.h>
 
-#include "src/core/lib/channel/call_tracer.h"
 #include "src/core/lib/channel/channel_args.h"
 #include "src/core/lib/channel/context.h"
 #include "src/core/lib/gprpp/no_destruct.h"
 #include "src/core/lib/gprpp/sync.h"
 #include "src/core/lib/gprpp/time.h"
 #include "src/core/lib/slice/slice.h"
+#include "src/core/telemetry/call_tracer.h"
 
 namespace grpc_core {
 
@@ -536,4 +536,4 @@ class RegisteredMetricCallback {
 
 }  // namespace grpc_core
 
-#endif  // GRPC_SRC_CORE_LIB_CHANNEL_METRICS_H
+#endif  // GRPC_SRC_CORE_TELEMETRY_METRICS_H
diff --git a/src/core/lib/debug/stats.cc b/src/core/telemetry/stats.cc
similarity index 98%
rename from src/core/lib/debug/stats.cc
rename to src/core/telemetry/stats.cc
index e7d6a63169d..c5137e71f85 100644
--- a/src/core/lib/debug/stats.cc
+++ b/src/core/telemetry/stats.cc
@@ -16,7 +16,7 @@
 //
 //
 
-#include "src/core/lib/debug/stats.h"
+#include "src/core/telemetry/stats.h"
 
 #include <stddef.h>
 
diff --git a/src/core/lib/debug/stats.h b/src/core/telemetry/stats.h
similarity index 89%
rename from src/core/lib/debug/stats.h
rename to src/core/telemetry/stats.h
index 6415a4cd039..b1026abbb28 100644
--- a/src/core/lib/debug/stats.h
+++ b/src/core/telemetry/stats.h
@@ -16,8 +16,8 @@
 //
 //
 
-#ifndef GRPC_SRC_CORE_LIB_DEBUG_STATS_H
-#define GRPC_SRC_CORE_LIB_DEBUG_STATS_H
+#ifndef GRPC_SRC_CORE_TELEMETRY_STATS_H
+#define GRPC_SRC_CORE_TELEMETRY_STATS_H
 
 #include <stdint.h>
 
@@ -29,9 +29,9 @@
 
 #include <grpc/support/port_platform.h>
 
-#include "src/core/lib/debug/histogram_view.h"
-#include "src/core/lib/debug/stats_data.h"
 #include "src/core/lib/gprpp/no_destruct.h"
+#include "src/core/telemetry/histogram_view.h"
+#include "src/core/telemetry/stats_data.h"
 
 namespace grpc_core {
 
@@ -61,4 +61,4 @@ std::string StatsAsJson(T* data) {
 
 }  // namespace grpc_core
 
-#endif  // GRPC_SRC_CORE_LIB_DEBUG_STATS_H
+#endif  // GRPC_SRC_CORE_TELEMETRY_STATS_H
diff --git a/src/core/lib/debug/stats_data.cc b/src/core/telemetry/stats_data.cc
similarity index 99%
rename from src/core/lib/debug/stats_data.cc
rename to src/core/telemetry/stats_data.cc
index a390927e78f..4a317b7fcf0 100644
--- a/src/core/lib/debug/stats_data.cc
+++ b/src/core/telemetry/stats_data.cc
@@ -14,7 +14,7 @@
 
 // Automatically generated by tools/codegen/core/gen_stats_data.py
 
-#include "src/core/lib/debug/stats_data.h"
+#include "src/core/telemetry/stats_data.h"
 
 #include <stdint.h>
 
diff --git a/src/core/lib/debug/stats_data.h b/src/core/telemetry/stats_data.h
similarity index 99%
rename from src/core/lib/debug/stats_data.h
rename to src/core/telemetry/stats_data.h
index 8b9aa2b5fa8..6220a118f20 100644
--- a/src/core/lib/debug/stats_data.h
+++ b/src/core/telemetry/stats_data.h
@@ -14,8 +14,8 @@
 
 // Automatically generated by tools/codegen/core/gen_stats_data.py
 
-#ifndef GRPC_SRC_CORE_LIB_DEBUG_STATS_DATA_H
-#define GRPC_SRC_CORE_LIB_DEBUG_STATS_DATA_H
+#ifndef GRPC_SRC_CORE_TELEMETRY_STATS_DATA_H
+#define GRPC_SRC_CORE_TELEMETRY_STATS_DATA_H
 
 #include <stdint.h>
 
@@ -26,8 +26,8 @@
 
 #include <grpc/support/port_platform.h>
 
-#include "src/core/lib/debug/histogram_view.h"
 #include "src/core/lib/gprpp/per_cpu.h"
+#include "src/core/telemetry/histogram_view.h"
 
 namespace grpc_core {
 class HistogramCollector_100000_20;
@@ -576,4 +576,4 @@ class GlobalStatsCollector {
 };
 }  // namespace grpc_core
 
-#endif  // GRPC_SRC_CORE_LIB_DEBUG_STATS_DATA_H
+#endif  // GRPC_SRC_CORE_TELEMETRY_STATS_DATA_H
diff --git a/src/core/lib/debug/stats_data.yaml b/src/core/telemetry/stats_data.yaml
similarity index 100%
rename from src/core/lib/debug/stats_data.yaml
rename to src/core/telemetry/stats_data.yaml
diff --git a/src/core/lib/channel/tcp_tracer.h b/src/core/telemetry/tcp_tracer.h
similarity index 97%
rename from src/core/lib/channel/tcp_tracer.h
rename to src/core/telemetry/tcp_tracer.h
index f6097447014..1068678cab8 100644
--- a/src/core/lib/channel/tcp_tracer.h
+++ b/src/core/telemetry/tcp_tracer.h
@@ -16,8 +16,8 @@
 //
 //
 
-#ifndef GRPC_SRC_CORE_LIB_CHANNEL_TCP_TRACER_H
-#define GRPC_SRC_CORE_LIB_CHANNEL_TCP_TRACER_H
+#ifndef GRPC_SRC_CORE_TELEMETRY_TCP_TRACER_H
+#define GRPC_SRC_CORE_TELEMETRY_TCP_TRACER_H
 
 #include <stddef.h>
 #include <stdint.h>
@@ -141,4 +141,4 @@ class TcpTracerInterface {
 
 }  // namespace grpc_core
 
-#endif  // GRPC_SRC_CORE_LIB_CHANNEL_TCP_TRACER_H
+#endif  // GRPC_SRC_CORE_TELEMETRY_TCP_TRACER_H
diff --git a/src/core/xds/grpc/xds_client_grpc.cc b/src/core/xds/grpc/xds_client_grpc.cc
index 3b00fed06e4..6855e7fa6d8 100644
--- a/src/core/xds/grpc/xds_client_grpc.cc
+++ b/src/core/xds/grpc/xds_client_grpc.cc
@@ -41,7 +41,6 @@
 #include <grpc/support/string_util.h>
 
 #include "src/core/lib/channel/channel_args.h"
-#include "src/core/lib/channel/metrics.h"
 #include "src/core/lib/debug/trace.h"
 #include "src/core/lib/event_engine/default_event_engine.h"
 #include "src/core/lib/gprpp/debug_location.h"
@@ -56,6 +55,7 @@
 #include "src/core/lib/slice/slice.h"
 #include "src/core/lib/slice/slice_internal.h"
 #include "src/core/lib/transport/error_utils.h"
+#include "src/core/telemetry/metrics.h"
 #include "src/core/xds/grpc/upb_utils.h"
 #include "src/core/xds/grpc/xds_bootstrap_grpc.h"
 #include "src/core/xds/grpc/xds_transport_grpc.h"
diff --git a/src/core/xds/grpc/xds_client_grpc.h b/src/core/xds/grpc/xds_client_grpc.h
index 9fdb9bccceb..babfbf4bc37 100644
--- a/src/core/xds/grpc/xds_client_grpc.h
+++ b/src/core/xds/grpc/xds_client_grpc.h
@@ -26,11 +26,11 @@
 #include <grpc/support/port_platform.h>
 
 #include "src/core/lib/channel/channel_args.h"
-#include "src/core/lib/channel/metrics.h"
 #include "src/core/lib/gprpp/orphanable.h"
 #include "src/core/lib/gprpp/ref_counted_ptr.h"
 #include "src/core/lib/iomgr/iomgr_fwd.h"
 #include "src/core/resolver/endpoint_addresses.h"
+#include "src/core/telemetry/metrics.h"
 #include "src/core/util/useful.h"
 #include "src/core/xds/grpc/certificate_provider_store.h"
 #include "src/core/xds/grpc/xds_bootstrap_grpc.h"
diff --git a/src/core/xds/xds_client/xds_client_stats.h b/src/core/xds/xds_client/xds_client_stats.h
index 1bfc28c3f3e..291a9e25718 100644
--- a/src/core/xds/xds_client/xds_client_stats.h
+++ b/src/core/xds/xds_client/xds_client_stats.h
@@ -31,12 +31,12 @@
 
 #include <grpc/support/port_platform.h>
 
-#include "src/core/lib/channel/call_tracer.h"
 #include "src/core/lib/gprpp/per_cpu.h"
 #include "src/core/lib/gprpp/ref_counted.h"
 #include "src/core/lib/gprpp/ref_counted_ptr.h"
 #include "src/core/lib/gprpp/sync.h"
 #include "src/core/resolver/endpoint_addresses.h"
+#include "src/core/telemetry/call_tracer.h"
 #include "src/core/util/useful.h"
 #include "src/core/xds/xds_client/xds_bootstrap.h"
 
diff --git a/src/cpp/ext/csm/metadata_exchange.cc b/src/cpp/ext/csm/metadata_exchange.cc
index 3a457a63d5a..96b26482ae2 100644
--- a/src/cpp/ext/csm/metadata_exchange.cc
+++ b/src/cpp/ext/csm/metadata_exchange.cc
@@ -39,7 +39,6 @@
 #include <grpc/slice.h>
 #include <grpc/support/port_platform.h>
 
-#include "src/core/lib/channel/call_tracer.h"
 #include "src/core/lib/gprpp/env.h"
 #include "src/core/lib/gprpp/load_file.h"
 #include "src/core/lib/iomgr/error.h"
@@ -47,6 +46,7 @@
 #include "src/core/lib/json/json_object_loader.h"
 #include "src/core/lib/json/json_reader.h"
 #include "src/core/lib/slice/slice_internal.h"
+#include "src/core/telemetry/call_tracer.h"
 #include "src/cpp/ext/otel/key_value_iterable.h"
 
 namespace grpc {
diff --git a/src/cpp/ext/filters/census/client_filter.cc b/src/cpp/ext/filters/census/client_filter.cc
index b7157f01599..efb191da95d 100644
--- a/src/cpp/ext/filters/census/client_filter.cc
+++ b/src/cpp/ext/filters/census/client_filter.cc
@@ -54,7 +54,6 @@
 #include "src/core/lib/channel/channel_args.h"
 #include "src/core/lib/channel/channel_stack.h"
 #include "src/core/lib/channel/context.h"
-#include "src/core/lib/channel/tcp_tracer.h"
 #include "src/core/lib/gprpp/sync.h"
 #include "src/core/lib/promise/context.h"
 #include "src/core/lib/resource_quota/arena.h"
@@ -63,6 +62,7 @@
 #include "src/core/lib/surface/call.h"
 #include "src/core/lib/transport/metadata_batch.h"
 #include "src/core/lib/transport/transport.h"
+#include "src/core/telemetry/tcp_tracer.h"
 #include "src/cpp/ext/filters/census/context.h"
 #include "src/cpp/ext/filters/census/grpc_plugin.h"
 #include "src/cpp/ext/filters/census/measures.h"
diff --git a/src/cpp/ext/filters/census/grpc_plugin.cc b/src/cpp/ext/filters/census/grpc_plugin.cc
index 3e345c2f6d8..2a4cd786d1b 100644
--- a/src/cpp/ext/filters/census/grpc_plugin.cc
+++ b/src/cpp/ext/filters/census/grpc_plugin.cc
@@ -30,9 +30,9 @@
 #include <grpcpp/server_context.h>
 
 #include "src/core/ext/filters/logging/logging_filter.h"
-#include "src/core/lib/channel/call_tracer.h"
 #include "src/core/lib/config/core_configuration.h"
 #include "src/core/lib/surface/channel_stack_type.h"
+#include "src/core/telemetry/call_tracer.h"
 #include "src/cpp/ext/filters/census/client_filter.h"
 #include "src/cpp/ext/filters/census/measures.h"
 #include "src/cpp/ext/filters/census/server_call_tracer.h"
diff --git a/src/cpp/ext/filters/census/open_census_call_tracer.h b/src/cpp/ext/filters/census/open_census_call_tracer.h
index b0eb7e3cae0..690677b5d94 100644
--- a/src/cpp/ext/filters/census/open_census_call_tracer.h
+++ b/src/cpp/ext/filters/census/open_census_call_tracer.h
@@ -37,9 +37,7 @@
 #include <grpc/support/time.h>
 #include <grpcpp/opencensus.h>
 
-#include "src/core/lib/channel/call_tracer.h"
 #include "src/core/lib/channel/context.h"
-#include "src/core/lib/channel/tcp_tracer.h"
 #include "src/core/lib/gprpp/sync.h"
 #include "src/core/lib/iomgr/error.h"
 #include "src/core/lib/resource_quota/arena.h"
@@ -47,6 +45,8 @@
 #include "src/core/lib/slice/slice_buffer.h"
 #include "src/core/lib/transport/metadata_batch.h"
 #include "src/core/lib/transport/transport.h"
+#include "src/core/telemetry/call_tracer.h"
+#include "src/core/telemetry/tcp_tracer.h"
 
 // TODO(yashykt): This might not be the right place for this channel arg, but we
 // don't have a better place for this right now.
diff --git a/src/cpp/ext/filters/census/server_call_tracer.cc b/src/cpp/ext/filters/census/server_call_tracer.cc
index 39197015d45..e0852065320 100644
--- a/src/cpp/ext/filters/census/server_call_tracer.cc
+++ b/src/cpp/ext/filters/census/server_call_tracer.cc
@@ -43,16 +43,16 @@
 #include <grpc/support/port_platform.h>
 #include <grpcpp/opencensus.h>
 
-#include "src/core/lib/channel/call_tracer.h"
 #include "src/core/lib/channel/channel_stack.h"
 #include "src/core/lib/channel/context.h"
-#include "src/core/lib/channel/tcp_tracer.h"
 #include "src/core/lib/iomgr/error.h"
 #include "src/core/lib/promise/context.h"
 #include "src/core/lib/resource_quota/arena.h"
 #include "src/core/lib/slice/slice.h"
 #include "src/core/lib/slice/slice_buffer.h"
 #include "src/core/lib/transport/metadata_batch.h"
+#include "src/core/telemetry/call_tracer.h"
+#include "src/core/telemetry/tcp_tracer.h"
 #include "src/cpp/ext/filters/census/context.h"
 #include "src/cpp/ext/filters/census/grpc_plugin.h"
 #include "src/cpp/ext/filters/census/measures.h"
diff --git a/src/cpp/ext/filters/census/server_call_tracer.h b/src/cpp/ext/filters/census/server_call_tracer.h
index 4a11b4e8c53..25bb0f19303 100644
--- a/src/cpp/ext/filters/census/server_call_tracer.h
+++ b/src/cpp/ext/filters/census/server_call_tracer.h
@@ -21,8 +21,8 @@
 
 #include <grpc/support/port_platform.h>
 
-#include "src/core/lib/channel/call_tracer.h"
 #include "src/core/lib/resource_quota/arena.h"
+#include "src/core/telemetry/call_tracer.h"
 
 namespace grpc {
 namespace internal {
diff --git a/src/cpp/ext/otel/otel_client_call_tracer.cc b/src/cpp/ext/otel/otel_client_call_tracer.cc
index f22fcbf992e..84123c0444e 100644
--- a/src/cpp/ext/otel/otel_client_call_tracer.cc
+++ b/src/cpp/ext/otel/otel_client_call_tracer.cc
@@ -48,13 +48,13 @@
 #include "src/core/lib/channel/channel_stack.h"
 #include "src/core/lib/channel/context.h"
 #include "src/core/lib/channel/status_util.h"
-#include "src/core/lib/channel/tcp_tracer.h"
 #include "src/core/lib/gprpp/sync.h"
 #include "src/core/lib/promise/context.h"
 #include "src/core/lib/resource_quota/arena.h"
 #include "src/core/lib/slice/slice.h"
 #include "src/core/lib/slice/slice_buffer.h"
 #include "src/core/lib/transport/metadata_batch.h"
+#include "src/core/telemetry/tcp_tracer.h"
 #include "src/cpp/ext/otel/key_value_iterable.h"
 #include "src/cpp/ext/otel/otel_plugin.h"
 
diff --git a/src/cpp/ext/otel/otel_client_call_tracer.h b/src/cpp/ext/otel/otel_client_call_tracer.h
index ed1465dabb5..366c83064f1 100644
--- a/src/cpp/ext/otel/otel_client_call_tracer.h
+++ b/src/cpp/ext/otel/otel_client_call_tracer.h
@@ -32,8 +32,6 @@
 #include <grpc/support/port_platform.h>
 #include <grpc/support/time.h>
 
-#include "src/core/lib/channel/call_tracer.h"
-#include "src/core/lib/channel/tcp_tracer.h"
 #include "src/core/lib/gprpp/sync.h"
 #include "src/core/lib/iomgr/error.h"
 #include "src/core/lib/resource_quota/arena.h"
@@ -41,6 +39,8 @@
 #include "src/core/lib/slice/slice_buffer.h"
 #include "src/core/lib/transport/metadata_batch.h"
 #include "src/core/lib/transport/transport.h"
+#include "src/core/telemetry/call_tracer.h"
+#include "src/core/telemetry/tcp_tracer.h"
 #include "src/cpp/ext/otel/otel_plugin.h"
 
 namespace grpc {
diff --git a/src/cpp/ext/otel/otel_plugin.cc b/src/cpp/ext/otel/otel_plugin.cc
index acb81be35ee..588404f75df 100644
--- a/src/cpp/ext/otel/otel_plugin.cc
+++ b/src/cpp/ext/otel/otel_plugin.cc
@@ -36,11 +36,11 @@
 #include <grpcpp/version_info.h>
 
 #include "src/core/client_channel/client_channel_filter.h"
-#include "src/core/lib/channel/call_tracer.h"
 #include "src/core/lib/channel/channel_args.h"
 #include "src/core/lib/config/core_configuration.h"
 #include "src/core/lib/gprpp/match.h"
 #include "src/core/lib/surface/channel_stack_type.h"
+#include "src/core/telemetry/call_tracer.h"
 #include "src/cpp/ext/otel/key_value_iterable.h"
 #include "src/cpp/ext/otel/otel_client_call_tracer.h"
 #include "src/cpp/ext/otel/otel_server_call_tracer.h"
diff --git a/src/cpp/ext/otel/otel_plugin.h b/src/cpp/ext/otel/otel_plugin.h
index 49d2cc3e384..5bce0cc39ac 100644
--- a/src/cpp/ext/otel/otel_plugin.h
+++ b/src/cpp/ext/otel/otel_plugin.h
@@ -42,8 +42,8 @@
 #include <grpcpp/ext/otel_plugin.h>
 
 #include "src/core/lib/channel/channel_args.h"
-#include "src/core/lib/channel/metrics.h"
 #include "src/core/lib/transport/metadata_batch.h"
+#include "src/core/telemetry/metrics.h"
 
 namespace grpc {
 namespace internal {
diff --git a/src/cpp/ext/otel/otel_server_call_tracer.cc b/src/cpp/ext/otel/otel_server_call_tracer.cc
index 21641f4baa8..d62af3d9081 100644
--- a/src/cpp/ext/otel/otel_server_call_tracer.cc
+++ b/src/cpp/ext/otel/otel_server_call_tracer.cc
@@ -37,12 +37,12 @@
 
 #include "src/core/lib/channel/channel_stack.h"
 #include "src/core/lib/channel/status_util.h"
-#include "src/core/lib/channel/tcp_tracer.h"
 #include "src/core/lib/iomgr/error.h"
 #include "src/core/lib/slice/slice.h"
 #include "src/core/lib/slice/slice_buffer.h"
 #include "src/core/lib/transport/metadata_batch.h"
 #include "src/core/lib/transport/transport.h"
+#include "src/core/telemetry/tcp_tracer.h"
 #include "src/cpp/ext/otel/key_value_iterable.h"
 #include "src/cpp/ext/otel/otel_plugin.h"
 
diff --git a/src/cpp/ext/otel/otel_server_call_tracer.h b/src/cpp/ext/otel/otel_server_call_tracer.h
index 8ae0f051a03..66c460d6b65 100644
--- a/src/cpp/ext/otel/otel_server_call_tracer.h
+++ b/src/cpp/ext/otel/otel_server_call_tracer.h
@@ -23,8 +23,8 @@
 
 #include <grpc/support/port_platform.h>
 
-#include "src/core/lib/channel/call_tracer.h"
 #include "src/core/lib/channel/channel_args.h"
+#include "src/core/telemetry/call_tracer.h"
 #include "src/cpp/ext/otel/otel_plugin.h"
 
 namespace grpc {
diff --git a/src/python/grpcio/grpc/_cython/_cygrpc/grpc.pxi b/src/python/grpcio/grpc/_cython/_cygrpc/grpc.pxi
index 13c7b41ad98..5f5afcfc944 100644
--- a/src/python/grpcio/grpc/_cython/_cygrpc/grpc.pxi
+++ b/src/python/grpcio/grpc/_cython/_cygrpc/grpc.pxi
@@ -59,7 +59,7 @@ cdef extern from "<condition_variable>" namespace "std" nogil:
 
 # gRPC Core Declarations
 
-cdef extern from "src/core/lib/channel/call_tracer.h" namespace "grpc_core":
+cdef extern from "src/core/telemetry/call_tracer.h" namespace "grpc_core":
     cdef cppclass ClientCallTracer:
         pass
 
diff --git a/src/python/grpcio/grpc_core_dependencies.py b/src/python/grpcio/grpc_core_dependencies.py
index a6e9be13ead..d79b4c9f96c 100644
--- a/src/python/grpcio/grpc_core_dependencies.py
+++ b/src/python/grpcio/grpc_core_dependencies.py
@@ -417,7 +417,6 @@ CORE_SOURCE_FILES = [
     'src/core/lib/address_utils/sockaddr_utils.cc',
     'src/core/lib/backoff/backoff.cc',
     'src/core/lib/backoff/random_early_detection.cc',
-    'src/core/lib/channel/call_tracer.cc',
     'src/core/lib/channel/channel_args.cc',
     'src/core/lib/channel/channel_args_preconditioning.cc',
     'src/core/lib/channel/channel_stack.cc',
@@ -425,7 +424,6 @@ CORE_SOURCE_FILES = [
     'src/core/lib/channel/channel_stack_builder_impl.cc',
     'src/core/lib/channel/channel_stack_trace.cc',
     'src/core/lib/channel/connected_channel.cc',
-    'src/core/lib/channel/metrics.cc',
     'src/core/lib/channel/promise_based_filter.cc',
     'src/core/lib/channel/status_util.cc',
     'src/core/lib/compression/compression.cc',
@@ -436,9 +434,6 @@ CORE_SOURCE_FILES = [
     'src/core/lib/config/core_configuration.cc',
     'src/core/lib/config/load_config.cc',
     'src/core/lib/debug/event_log.cc',
-    'src/core/lib/debug/histogram_view.cc',
-    'src/core/lib/debug/stats.cc',
-    'src/core/lib/debug/stats_data.cc',
     'src/core/lib/debug/trace.cc',
     'src/core/lib/event_engine/ares_resolver.cc',
     'src/core/lib/event_engine/cf_engine/cf_engine.cc',
@@ -779,6 +774,11 @@ CORE_SOURCE_FILES = [
     'src/core/service_config/service_config_channel_arg_filter.cc',
     'src/core/service_config/service_config_impl.cc',
     'src/core/service_config/service_config_parser.cc',
+    'src/core/telemetry/call_tracer.cc',
+    'src/core/telemetry/histogram_view.cc',
+    'src/core/telemetry/metrics.cc',
+    'src/core/telemetry/stats.cc',
+    'src/core/telemetry/stats_data.cc',
     'src/core/tsi/alts/crypt/aes_gcm.cc',
     'src/core/tsi/alts/crypt/gsec.cc',
     'src/core/tsi/alts/frame_protector/alts_counter.cc',
diff --git a/src/python/grpcio_observability/grpc_observability/_cyobservability.pxd b/src/python/grpcio_observability/grpc_observability/_cyobservability.pxd
index c0c2fb25c61..240bf66e03a 100644
--- a/src/python/grpcio_observability/grpc_observability/_cyobservability.pxd
+++ b/src/python/grpcio_observability/grpc_observability/_cyobservability.pxd
@@ -34,7 +34,7 @@ cdef extern from "<condition_variable>" namespace "std" nogil:
   cdef cppclass condition_variable:
     void notify_all()
 
-cdef extern from "src/core/lib/channel/call_tracer.h" namespace "grpc_core":
+cdef extern from "src/core/telemetry/call_tracer.h" namespace "grpc_core":
   cdef cppclass ClientCallTracer:
     pass
 
diff --git a/src/python/grpcio_observability/grpc_observability/client_call_tracer.h b/src/python/grpcio_observability/grpc_observability/client_call_tracer.h
index e100c4bcfc8..117e017cb2c 100644
--- a/src/python/grpcio_observability/grpc_observability/client_call_tracer.h
+++ b/src/python/grpcio_observability/grpc_observability/client_call_tracer.h
@@ -28,7 +28,7 @@
 
 #include <grpc/support/time.h>
 
-#include "src/core/lib/channel/call_tracer.h"
+#include "src/core/telemetry/call_tracer.h"
 
 namespace grpc_observability {
 
diff --git a/src/python/grpcio_observability/grpc_observability/server_call_tracer.cc b/src/python/grpcio_observability/grpc_observability/server_call_tracer.cc
index 6524013df17..a9a5a88c60f 100644
--- a/src/python/grpcio_observability/grpc_observability/server_call_tracer.cc
+++ b/src/python/grpcio_observability/grpc_observability/server_call_tracer.cc
@@ -35,13 +35,13 @@
 
 #include <grpc/support/port_platform.h>
 
-#include "src/core/lib/channel/call_tracer.h"
 #include "src/core/lib/channel/channel_stack.h"
 #include "src/core/lib/iomgr/error.h"
 #include "src/core/lib/resource_quota/arena.h"
 #include "src/core/lib/slice/slice.h"
 #include "src/core/lib/slice/slice_buffer.h"
 #include "src/core/lib/transport/metadata_batch.h"
+#include "src/core/telemetry/call_tracer.h"
 
 namespace grpc_observability {
 
diff --git a/src/python/grpcio_observability/grpc_observability/server_call_tracer.h b/src/python/grpcio_observability/grpc_observability/server_call_tracer.h
index a704a0704a4..974d37d9cec 100644
--- a/src/python/grpcio_observability/grpc_observability/server_call_tracer.h
+++ b/src/python/grpcio_observability/grpc_observability/server_call_tracer.h
@@ -20,9 +20,9 @@
 
 #include <grpc/support/port_platform.h>
 
-#include "src/core/lib/channel/call_tracer.h"
 #include "src/core/lib/resource_quota/arena.h"
 #include "src/core/lib/slice/slice.h"
+#include "src/core/telemetry/call_tracer.h"
 
 namespace grpc_observability {
 
diff --git a/src/python/grpcio_observability/setup.py b/src/python/grpcio_observability/setup.py
index ce0d4f9f453..6d07015fb30 100644
--- a/src/python/grpcio_observability/setup.py
+++ b/src/python/grpcio_observability/setup.py
@@ -207,7 +207,7 @@ elif "linux" in sys.platform or "darwin" in sys.platform:
 
 # Fix for Cython build issue in aarch64.
 # It's required to define this macro before include <inttypes.h>.
-# <inttypes.h> was included in core/lib/channel/call_tracer.h.
+# <inttypes.h> was included in core/telemetry/call_tracer.h.
 # This macro should already be defined in grpc/grpc.h through port_platform.h,
 # but we're still having issue in aarch64, so we manually define the macro here.
 # TODO(xuanwn): Figure out what's going on in the aarch64 build so we can support
diff --git a/test/core/channel/BUILD b/test/core/channel/BUILD
index b54cc023fa3..f3c2342998e 100644
--- a/test/core/channel/BUILD
+++ b/test/core/channel/BUILD
@@ -18,20 +18,6 @@ grpc_package(name = "test/core/channel")
 
 licenses(["notice"])
 
-grpc_cc_test(
-    name = "call_tracer_test",
-    srcs = ["call_tracer_test.cc"],
-    external_deps = ["gtest"],
-    language = "C++",
-    uses_event_engine = False,
-    uses_polling = False,
-    deps = [
-        "//:grpc",
-        "//test/core/test_util:fake_stats_plugin",
-        "//test/core/test_util:grpc_test_util",
-    ],
-)
-
 grpc_cc_test(
     name = "channel_args_test",
     srcs = ["channel_args_test.cc"],
@@ -145,20 +131,3 @@ grpc_cc_test(
         "//test/core/test_util:grpc_test_util",
     ],
 )
-
-grpc_cc_test(
-    name = "metrics_test",
-    srcs = ["metrics_test.cc"],
-    external_deps = [
-        "absl/log:log",
-        "gtest",
-    ],
-    language = "C++",
-    uses_event_engine = False,
-    uses_polling = False,
-    deps = [
-        "//src/core:metrics",
-        "//test/core/test_util:fake_stats_plugin",
-        "//test/core/test_util:grpc_test_util",
-    ],
-)
diff --git a/test/core/channel/server_call_tracer_factory_test.cc b/test/core/channel/server_call_tracer_factory_test.cc
index 77862155b6c..fd4b2bac8d9 100644
--- a/test/core/channel/server_call_tracer_factory_test.cc
+++ b/test/core/channel/server_call_tracer_factory_test.cc
@@ -16,10 +16,10 @@
 
 #include "gtest/gtest.h"
 
-#include "src/core/lib/channel/call_tracer.h"
 #include "src/core/lib/channel/channel_args.h"
 #include "src/core/lib/gprpp/crash.h"
 #include "src/core/lib/resource_quota/arena.h"
+#include "src/core/telemetry/call_tracer.h"
 
 namespace grpc_core {
 namespace {
diff --git a/test/core/end2end/tests/http2_stats.cc b/test/core/end2end/tests/http2_stats.cc
index a2931c98ea6..3cc2e830822 100644
--- a/test/core/end2end/tests/http2_stats.cc
+++ b/test/core/end2end/tests/http2_stats.cc
@@ -28,14 +28,11 @@
 #include <grpc/support/log.h>
 #include <grpc/support/time.h>
 
-#include "src/core/lib/channel/call_tracer.h"
 #include "src/core/lib/channel/channel_args.h"
 #include "src/core/lib/channel/channel_fwd.h"
 #include "src/core/lib/channel/channel_stack.h"
 #include "src/core/lib/channel/context.h"
-#include "src/core/lib/channel/metrics.h"
 #include "src/core/lib/channel/promise_based_filter.h"
-#include "src/core/lib/channel/tcp_tracer.h"
 #include "src/core/lib/config/core_configuration.h"
 #include "src/core/lib/experiments/experiments.h"
 #include "src/core/lib/gprpp/notification.h"
@@ -50,6 +47,9 @@
 #include "src/core/lib/surface/channel_stack_type.h"
 #include "src/core/lib/transport/metadata_batch.h"
 #include "src/core/lib/transport/transport.h"
+#include "src/core/telemetry/call_tracer.h"
+#include "src/core/telemetry/metrics.h"
+#include "src/core/telemetry/tcp_tracer.h"
 #include "test/core/end2end/end2end_tests.h"
 #include "test/core/test_util/fake_stats_plugin.h"
 
diff --git a/test/core/end2end/tests/simple_request.cc b/test/core/end2end/tests/simple_request.cc
index 1e39734d327..cd49842b8af 100644
--- a/test/core/end2end/tests/simple_request.cc
+++ b/test/core/end2end/tests/simple_request.cc
@@ -30,9 +30,9 @@
 
 #include <grpc/status.h>
 
-#include "src/core/lib/debug/stats.h"
-#include "src/core/lib/debug/stats_data.h"
 #include "src/core/lib/gprpp/time.h"
+#include "src/core/telemetry/stats.h"
+#include "src/core/telemetry/stats_data.h"
 #include "test/core/end2end/end2end_tests.h"
 
 using testing::HasSubstr;
diff --git a/test/core/event_engine/fuzzing_event_engine/fuzzing_event_engine.cc b/test/core/event_engine/fuzzing_event_engine/fuzzing_event_engine.cc
index bba8a824651..b1771665d97 100644
--- a/test/core/event_engine/fuzzing_event_engine/fuzzing_event_engine.cc
+++ b/test/core/event_engine/fuzzing_event_engine/fuzzing_event_engine.cc
@@ -30,11 +30,11 @@
 #include <grpc/support/log.h>
 #include <grpc/support/time.h>
 
-#include "src/core/lib/debug/stats.h"
 #include "src/core/lib/debug/trace.h"
 #include "src/core/lib/event_engine/tcp_socket_utils.h"
 #include "src/core/lib/gprpp/time.h"
 #include "src/core/lib/iomgr/port.h"
+#include "src/core/telemetry/stats.h"
 #include "src/core/util/useful.h"
 #include "test/core/event_engine/fuzzing_event_engine/fuzzing_event_engine.pb.h"
 #include "test/core/test_util/port.h"
diff --git a/test/core/gprpp/work_serializer_test.cc b/test/core/gprpp/work_serializer_test.cc
index fc1c9ec7a1d..0d92acecba8 100644
--- a/test/core/gprpp/work_serializer_test.cc
+++ b/test/core/gprpp/work_serializer_test.cc
@@ -35,14 +35,14 @@
 #include <grpc/support/sync.h>
 #include <grpc/support/time.h>
 
-#include "src/core/lib/debug/histogram_view.h"
-#include "src/core/lib/debug/stats.h"
-#include "src/core/lib/debug/stats_data.h"
 #include "src/core/lib/event_engine/default_event_engine.h"
 #include "src/core/lib/experiments/experiments.h"
 #include "src/core/lib/gprpp/notification.h"
 #include "src/core/lib/gprpp/thd.h"
 #include "src/core/lib/iomgr/exec_ctx.h"
+#include "src/core/telemetry/histogram_view.h"
+#include "src/core/telemetry/stats.h"
+#include "src/core/telemetry/stats_data.h"
 #include "test/core/event_engine/event_engine_test_utils.h"
 #include "test/core/test_util/test_config.h"
 
diff --git a/test/core/load_balancing/pick_first_test.cc b/test/core/load_balancing/pick_first_test.cc
index 839afa62a3c..469af9c261e 100644
--- a/test/core/load_balancing/pick_first_test.cc
+++ b/test/core/load_balancing/pick_first_test.cc
@@ -37,7 +37,6 @@
 #include <grpc/grpc.h>
 #include <grpc/support/json.h>
 
-#include "src/core/lib/channel/metrics.h"
 #include "src/core/lib/experiments/experiments.h"
 #include "src/core/lib/gprpp/debug_location.h"
 #include "src/core/lib/gprpp/orphanable.h"
@@ -48,6 +47,7 @@
 #include "src/core/lib/json/json.h"
 #include "src/core/load_balancing/lb_policy.h"
 #include "src/core/resolver/endpoint_addresses.h"
+#include "src/core/telemetry/metrics.h"
 #include "test/core/load_balancing/lb_policy_test_lib.h"
 #include "test/core/test_util/fake_stats_plugin.h"
 #include "test/core/test_util/test_config.h"
diff --git a/test/core/debug/BUILD b/test/core/telemetry/BUILD
similarity index 56%
rename from test/core/debug/BUILD
rename to test/core/telemetry/BUILD
index 7a123f32caa..ea9e61dd534 100644
--- a/test/core/debug/BUILD
+++ b/test/core/telemetry/BUILD
@@ -1,4 +1,4 @@
-# Copyright 2018 gRPC authors.
+# Copyright 2016 gRPC authors.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -14,10 +14,41 @@
 
 load("//bazel:grpc_build_system.bzl", "grpc_cc_test", "grpc_package")
 
-grpc_package(name = "test/core/debug")
+grpc_package(name = "test/core/telemetry")
 
 licenses(["notice"])
 
+grpc_cc_test(
+    name = "call_tracer_test",
+    srcs = ["call_tracer_test.cc"],
+    external_deps = ["gtest"],
+    language = "C++",
+    uses_event_engine = False,
+    uses_polling = False,
+    deps = [
+        "//:grpc",
+        "//test/core/test_util:fake_stats_plugin",
+        "//test/core/test_util:grpc_test_util",
+    ],
+)
+
+grpc_cc_test(
+    name = "metrics_test",
+    srcs = ["metrics_test.cc"],
+    external_deps = [
+        "absl/log:log",
+        "gtest",
+    ],
+    language = "C++",
+    uses_event_engine = False,
+    uses_polling = False,
+    deps = [
+        "//src/core:metrics",
+        "//test/core/test_util:fake_stats_plugin",
+        "//test/core/test_util:grpc_test_util",
+    ],
+)
+
 grpc_cc_test(
     name = "stats_test",
     timeout = "long",
diff --git a/test/core/channel/call_tracer_test.cc b/test/core/telemetry/call_tracer_test.cc
similarity index 99%
rename from test/core/channel/call_tracer_test.cc
rename to test/core/telemetry/call_tracer_test.cc
index e9058e509a5..3adfb0903d5 100644
--- a/test/core/channel/call_tracer_test.cc
+++ b/test/core/telemetry/call_tracer_test.cc
@@ -16,7 +16,7 @@
 //
 //
 
-#include "src/core/lib/channel/call_tracer.h"
+#include "src/core/telemetry/call_tracer.h"
 
 #include <vector>
 
diff --git a/test/core/channel/metrics_test.cc b/test/core/telemetry/metrics_test.cc
similarity index 99%
rename from test/core/channel/metrics_test.cc
rename to test/core/telemetry/metrics_test.cc
index 3d57b32d2ab..51b98831018 100644
--- a/test/core/channel/metrics_test.cc
+++ b/test/core/telemetry/metrics_test.cc
@@ -12,7 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-#include "src/core/lib/channel/metrics.h"
+#include "src/core/telemetry/metrics.h"
 
 #include <memory>
 
diff --git a/test/core/debug/stats_test.cc b/test/core/telemetry/stats_test.cc
similarity index 97%
rename from test/core/debug/stats_test.cc
rename to test/core/telemetry/stats_test.cc
index 14899457033..8f6a2f10960 100644
--- a/test/core/debug/stats_test.cc
+++ b/test/core/telemetry/stats_test.cc
@@ -16,7 +16,7 @@
 //
 //
 
-#include "src/core/lib/debug/stats.h"
+#include "src/core/telemetry/stats.h"
 
 #include <algorithm>
 #include <memory>
@@ -25,8 +25,8 @@
 
 #include <grpc/grpc.h>
 
-#include "src/core/lib/debug/stats_data.h"
 #include "src/core/lib/iomgr/exec_ctx.h"
+#include "src/core/telemetry/stats_data.h"
 #include "test/core/test_util/test_config.h"
 
 namespace grpc_core {
diff --git a/test/core/test_util/fake_stats_plugin.h b/test/core/test_util/fake_stats_plugin.h
index 655dfe0002c..5feeb79cb23 100644
--- a/test/core/test_util/fake_stats_plugin.h
+++ b/test/core/test_util/fake_stats_plugin.h
@@ -28,11 +28,11 @@
 #include "absl/types/span.h"
 #include "gmock/gmock.h"
 
-#include "src/core/lib/channel/call_tracer.h"
-#include "src/core/lib/channel/metrics.h"
 #include "src/core/lib/channel/promise_based_filter.h"
-#include "src/core/lib/channel/tcp_tracer.h"
 #include "src/core/lib/gprpp/ref_counted.h"
+#include "src/core/telemetry/call_tracer.h"
+#include "src/core/telemetry/metrics.h"
+#include "src/core/telemetry/tcp_tracer.h"
 
 namespace grpc_core {
 
diff --git a/test/cpp/end2end/xds/xds_cluster_end2end_test.cc b/test/cpp/end2end/xds/xds_cluster_end2end_test.cc
index e8f37fc35e8..f2160f6c070 100644
--- a/test/cpp/end2end/xds/xds_cluster_end2end_test.cc
+++ b/test/cpp/end2end/xds/xds_cluster_end2end_test.cc
@@ -26,9 +26,9 @@
 
 #include "src/core/client_channel/backup_poller.h"
 #include "src/core/lib/address_utils/sockaddr_utils.h"
-#include "src/core/lib/channel/call_tracer.h"
 #include "src/core/lib/config/config_vars.h"
 #include "src/core/lib/surface/call.h"
+#include "src/core/telemetry/call_tracer.h"
 #include "src/proto/grpc/testing/xds/v3/orca_load_report.pb.h"
 #include "test/core/test_util/fake_stats_plugin.h"
 #include "test/core/test_util/scoped_env_var.h"
diff --git a/test/cpp/ext/csm/metadata_exchange_test.cc b/test/cpp/ext/csm/metadata_exchange_test.cc
index 3f5d8af74b7..f83577cc7d9 100644
--- a/test/cpp/ext/csm/metadata_exchange_test.cc
+++ b/test/cpp/ext/csm/metadata_exchange_test.cc
@@ -29,9 +29,9 @@
 #include <grpcpp/ext/otel_plugin.h>
 #include <grpcpp/grpcpp.h>
 
-#include "src/core/lib/channel/call_tracer.h"
 #include "src/core/lib/config/core_configuration.h"
 #include "src/core/lib/gprpp/env.h"
+#include "src/core/telemetry/call_tracer.h"
 #include "src/core/util/tmpfile.h"
 #include "src/cpp/ext/csm/csm_observability.h"
 #include "src/cpp/ext/otel/otel_plugin.h"
diff --git a/test/cpp/ext/otel/otel_plugin_test.cc b/test/cpp/ext/otel/otel_plugin_test.cc
index 4cc39847910..a71dff599af 100644
--- a/test/cpp/ext/otel/otel_plugin_test.cc
+++ b/test/cpp/ext/otel/otel_plugin_test.cc
@@ -37,8 +37,8 @@
 #include <grpcpp/ext/otel_plugin.h>
 #include <grpcpp/grpcpp.h>
 
-#include "src/core/lib/channel/call_tracer.h"
 #include "src/core/lib/config/core_configuration.h"
+#include "src/core/telemetry/call_tracer.h"
 #include "test/core/test_util/test_config.h"
 #include "test/cpp/end2end/test_service_impl.h"
 #include "test/cpp/ext/otel/otel_test_library.h"
diff --git a/test/cpp/ext/otel/otel_test_library.cc b/test/cpp/ext/otel/otel_test_library.cc
index 38bac047055..40153f13dda 100644
--- a/test/cpp/ext/otel/otel_test_library.cc
+++ b/test/cpp/ext/otel/otel_test_library.cc
@@ -30,10 +30,10 @@
 
 #include <grpcpp/grpcpp.h>
 
-#include "src/core/lib/channel/call_tracer.h"
 #include "src/core/lib/channel/promise_based_filter.h"
 #include "src/core/lib/config/core_configuration.h"
 #include "src/core/lib/gprpp/notification.h"
+#include "src/core/telemetry/call_tracer.h"
 #include "test/core/test_util/fake_stats_plugin.h"
 #include "test/core/test_util/test_config.h"
 #include "test/cpp/end2end/test_service_impl.h"
diff --git a/test/cpp/ext/otel/otel_test_library.h b/test/cpp/ext/otel/otel_test_library.h
index bd33c30a586..f8573ccaa90 100644
--- a/test/cpp/ext/otel/otel_test_library.h
+++ b/test/cpp/ext/otel/otel_test_library.h
@@ -33,8 +33,8 @@
 #include <grpcpp/generic/generic_stub.h>
 #include <grpcpp/grpcpp.h>
 
-#include "src/core/lib/channel/call_tracer.h"
 #include "src/core/lib/config/core_configuration.h"
+#include "src/core/telemetry/call_tracer.h"
 #include "src/cpp/ext/otel/otel_plugin.h"
 #include "test/core/test_util/test_config.h"
 #include "test/cpp/end2end/test_service_impl.h"
diff --git a/test/cpp/microbenchmarks/helpers.h b/test/cpp/microbenchmarks/helpers.h
index 11b7b9b642a..34105a98d63 100644
--- a/test/cpp/microbenchmarks/helpers.h
+++ b/test/cpp/microbenchmarks/helpers.h
@@ -27,8 +27,8 @@
 #include <grpc/support/port_platform.h>
 #include <grpcpp/impl/grpc_library.h>
 
-#include "src/core/lib/debug/stats.h"
-#include "src/core/lib/debug/stats_data.h"
+#include "src/core/telemetry/stats.h"
+#include "src/core/telemetry/stats_data.h"
 
 class LibraryInitializer {
  public:
diff --git a/test/cpp/naming/cancel_ares_query_test.cc b/test/cpp/naming/cancel_ares_query_test.cc
index 29b5a19d65c..03d787d0b69 100644
--- a/test/cpp/naming/cancel_ares_query_test.cc
+++ b/test/cpp/naming/cancel_ares_query_test.cc
@@ -38,8 +38,6 @@
 #include "src/core/lib/channel/channel_args.h"
 #include "src/core/lib/config/config_vars.h"
 #include "src/core/lib/config/core_configuration.h"
-#include "src/core/lib/debug/stats.h"
-#include "src/core/lib/debug/stats_data.h"
 #include "src/core/lib/event_engine/ares_resolver.h"
 #include "src/core/lib/event_engine/default_event_engine.h"
 #include "src/core/lib/experiments/experiments.h"
@@ -53,6 +51,8 @@
 #include "src/core/resolver/dns/c_ares/grpc_ares_wrapper.h"
 #include "src/core/resolver/resolver.h"
 #include "src/core/resolver/resolver_registry.h"
+#include "src/core/telemetry/stats.h"
+#include "src/core/telemetry/stats_data.h"
 #include "src/core/util/string.h"
 #include "test/core/end2end/cq_verifier.h"
 #include "test/core/test_util/cmdline.h"
diff --git a/test/cpp/performance/writes_per_rpc_test.cc b/test/cpp/performance/writes_per_rpc_test.cc
index 5811cbaee85..189d972fc2e 100644
--- a/test/cpp/performance/writes_per_rpc_test.cc
+++ b/test/cpp/performance/writes_per_rpc_test.cc
@@ -34,7 +34,6 @@
 #include "src/core/ext/transport/chttp2/transport/chttp2_transport.h"
 #include "src/core/lib/channel/channel_args.h"
 #include "src/core/lib/config/core_configuration.h"
-#include "src/core/lib/debug/stats.h"
 #include "src/core/lib/event_engine/channel_args_endpoint_config.h"
 #include "src/core/lib/event_engine/default_event_engine.h"
 #include "src/core/lib/event_engine/tcp_socket_utils.h"
@@ -45,6 +44,7 @@
 #include "src/core/lib/surface/channel.h"
 #include "src/core/lib/surface/channel_create.h"
 #include "src/core/server/server.h"
+#include "src/core/telemetry/stats.h"
 #include "src/cpp/client/create_channel_internal.h"
 #include "src/proto/grpc/testing/echo.grpc.pb.h"
 #include "test/core/event_engine/fuzzing_event_engine/fuzzing_event_engine.h"
diff --git a/test/cpp/qps/scenario_runner.cc b/test/cpp/qps/scenario_runner.cc
index da08af6b619..7ca32f983ca 100644
--- a/test/cpp/qps/scenario_runner.cc
+++ b/test/cpp/qps/scenario_runner.cc
@@ -15,9 +15,9 @@
 #include "absl/flags/flag.h"
 #include "absl/log/log.h"
 
-#include "src/core/lib/debug/stats.h"
-#include "src/core/lib/debug/stats_data.h"
 #include "src/core/lib/slice/slice_internal.h"
+#include "src/core/telemetry/stats.h"
+#include "src/core/telemetry/stats_data.h"
 #include "src/proto/grpc/testing/control.pb.h"
 #include "test/core/test_util/test_config.h"
 #include "test/core/test_util/tls_utils.h"
diff --git a/tools/codegen/core/gen_stats_data.py b/tools/codegen/core/gen_stats_data.py
index de41f434a19..b7e66f00107 100755
--- a/tools/codegen/core/gen_stats_data.py
+++ b/tools/codegen/core/gen_stats_data.py
@@ -24,7 +24,7 @@ import sys
 
 import yaml
 
-with open("src/core/lib/debug/stats_data.yaml") as f:
+with open("src/core/telemetry/stats_data.yaml") as f:
     attrs = yaml.safe_load(f.read())
 
 REQUIRED_FIELDS = ["name", "doc"]
@@ -259,7 +259,7 @@ def snake_to_pascal(name):
     return "".join([x.capitalize() for x in name.split("_")])
 
 
-with open("src/core/lib/debug/stats_data.h", "w") as H:
+with open("src/core/telemetry/stats_data.h", "w") as H:
     # copy-paste copyright notice from this file
     with open(sys.argv[0]) as my_source:
         copyright = []
@@ -280,14 +280,14 @@ with open("src/core/lib/debug/stats_data.h", "w") as H:
         [H], ["Automatically generated by tools/codegen/core/gen_stats_data.py"]
     )
 
-    print("#ifndef GRPC_SRC_CORE_LIB_DEBUG_STATS_DATA_H", file=H)
-    print("#define GRPC_SRC_CORE_LIB_DEBUG_STATS_DATA_H", file=H)
+    print("#ifndef GRPC_SRC_CORE_TELEMETRY_STATS_DATA_H", file=H)
+    print("#define GRPC_SRC_CORE_TELEMETRY_STATS_DATA_H", file=H)
     print(file=H)
     print("#include <grpc/support/port_platform.h>", file=H)
     print("#include <atomic>", file=H)
     print("#include <memory>", file=H)
     print("#include <stdint.h>", file=H)
-    print('#include "src/core/lib/debug/histogram_view.h"', file=H)
+    print('#include "src/core/telemetry/histogram_view.h"', file=H)
     print('#include "absl/strings/string_view.h"', file=H)
     print('#include "src/core/lib/gprpp/per_cpu.h"', file=H)
     print(file=H)
@@ -441,9 +441,9 @@ with open("src/core/lib/debug/stats_data.h", "w") as H:
     print("}", file=H)
 
     print(file=H)
-    print("#endif // GRPC_SRC_CORE_LIB_DEBUG_STATS_DATA_H", file=H)
+    print("#endif // GRPC_SRC_CORE_TELEMETRY_STATS_DATA_H", file=H)
 
-with open("src/core/lib/debug/stats_data.cc", "w") as C:
+with open("src/core/telemetry/stats_data.cc", "w") as C:
     # copy-paste copyright notice from this file
     with open(sys.argv[0]) as my_source:
         copyright = []
@@ -466,7 +466,7 @@ with open("src/core/lib/debug/stats_data.cc", "w") as C:
 
     print("#include <grpc/support/port_platform.h>", file=C)
     print(file=C)
-    print('#include "src/core/lib/debug/stats_data.h"', file=C)
+    print('#include "src/core/telemetry/stats_data.h"', file=C)
     print("#include <stdint.h>", file=C)
     print(file=C)
 
diff --git a/tools/dockerfile/grpc_clang_tidy/clang_tidy_all_the_things.sh b/tools/dockerfile/grpc_clang_tidy/clang_tidy_all_the_things.sh
index 81c90600422..6ceda3a0216 100755
--- a/tools/dockerfile/grpc_clang_tidy/clang_tidy_all_the_things.sh
+++ b/tools/dockerfile/grpc_clang_tidy/clang_tidy_all_the_things.sh
@@ -23,7 +23,7 @@ cd ${CLANG_TIDY_ROOT}
 # run clang tidy for all source files
 cat compile_commands.json | jq -r '.[].file' \
   | grep -E "(^include/|^src/core/|^src/cpp/|^test/core/|^test/cpp/)" \
-  | grep -v -E "src/core/lib/debug/stats_data" \
+  | grep -v -E "src/core/telemetry/stats_data" \
   | grep -v -E "/upb-gen/|/upbdefs-gen/" \
   | sort \
   | xargs tools/distrib/run_clang_tidy.py "$@"
diff --git a/tools/doxygen/Doxyfile.c++.internal b/tools/doxygen/Doxyfile.c++.internal
index 3f4a53208c2..180bf607854 100644
--- a/tools/doxygen/Doxyfile.c++.internal
+++ b/tools/doxygen/Doxyfile.c++.internal
@@ -2097,8 +2097,6 @@ src/core/lib/backoff/backoff.h \
 src/core/lib/backoff/random_early_detection.cc \
 src/core/lib/backoff/random_early_detection.h \
 src/core/lib/channel/call_finalization.h \
-src/core/lib/channel/call_tracer.cc \
-src/core/lib/channel/call_tracer.h \
 src/core/lib/channel/channel_args.cc \
 src/core/lib/channel/channel_args.h \
 src/core/lib/channel/channel_args_preconditioning.cc \
@@ -2115,13 +2113,10 @@ src/core/lib/channel/channel_stack_trace.h \
 src/core/lib/channel/connected_channel.cc \
 src/core/lib/channel/connected_channel.h \
 src/core/lib/channel/context.h \
-src/core/lib/channel/metrics.cc \
-src/core/lib/channel/metrics.h \
 src/core/lib/channel/promise_based_filter.cc \
 src/core/lib/channel/promise_based_filter.h \
 src/core/lib/channel/status_util.cc \
 src/core/lib/channel/status_util.h \
-src/core/lib/channel/tcp_tracer.h \
 src/core/lib/compression/compression.cc \
 src/core/lib/compression/compression_internal.cc \
 src/core/lib/compression/compression_internal.h \
@@ -2136,12 +2131,6 @@ src/core/lib/config/load_config.cc \
 src/core/lib/config/load_config.h \
 src/core/lib/debug/event_log.cc \
 src/core/lib/debug/event_log.h \
-src/core/lib/debug/histogram_view.cc \
-src/core/lib/debug/histogram_view.h \
-src/core/lib/debug/stats.cc \
-src/core/lib/debug/stats.h \
-src/core/lib/debug/stats_data.cc \
-src/core/lib/debug/stats_data.h \
 src/core/lib/debug/trace.cc \
 src/core/lib/debug/trace.h \
 src/core/lib/event_engine/ares_resolver.cc \
@@ -2867,6 +2856,17 @@ src/core/service_config/service_config_impl.cc \
 src/core/service_config/service_config_impl.h \
 src/core/service_config/service_config_parser.cc \
 src/core/service_config/service_config_parser.h \
+src/core/telemetry/call_tracer.cc \
+src/core/telemetry/call_tracer.h \
+src/core/telemetry/histogram_view.cc \
+src/core/telemetry/histogram_view.h \
+src/core/telemetry/metrics.cc \
+src/core/telemetry/metrics.h \
+src/core/telemetry/stats.cc \
+src/core/telemetry/stats.h \
+src/core/telemetry/stats_data.cc \
+src/core/telemetry/stats_data.h \
+src/core/telemetry/tcp_tracer.h \
 src/core/tsi/alts/crypt/aes_gcm.cc \
 src/core/tsi/alts/crypt/gsec.cc \
 src/core/tsi/alts/crypt/gsec.h \
diff --git a/tools/doxygen/Doxyfile.core.internal b/tools/doxygen/Doxyfile.core.internal
index 72b1676eeaf..74d2f0c7e17 100644
--- a/tools/doxygen/Doxyfile.core.internal
+++ b/tools/doxygen/Doxyfile.core.internal
@@ -1869,8 +1869,6 @@ src/core/lib/backoff/random_early_detection.cc \
 src/core/lib/backoff/random_early_detection.h \
 src/core/lib/channel/README.md \
 src/core/lib/channel/call_finalization.h \
-src/core/lib/channel/call_tracer.cc \
-src/core/lib/channel/call_tracer.h \
 src/core/lib/channel/channel_args.cc \
 src/core/lib/channel/channel_args.h \
 src/core/lib/channel/channel_args_preconditioning.cc \
@@ -1887,13 +1885,10 @@ src/core/lib/channel/channel_stack_trace.h \
 src/core/lib/channel/connected_channel.cc \
 src/core/lib/channel/connected_channel.h \
 src/core/lib/channel/context.h \
-src/core/lib/channel/metrics.cc \
-src/core/lib/channel/metrics.h \
 src/core/lib/channel/promise_based_filter.cc \
 src/core/lib/channel/promise_based_filter.h \
 src/core/lib/channel/status_util.cc \
 src/core/lib/channel/status_util.h \
-src/core/lib/channel/tcp_tracer.h \
 src/core/lib/compression/compression.cc \
 src/core/lib/compression/compression_internal.cc \
 src/core/lib/compression/compression_internal.h \
@@ -1908,12 +1903,6 @@ src/core/lib/config/load_config.cc \
 src/core/lib/config/load_config.h \
 src/core/lib/debug/event_log.cc \
 src/core/lib/debug/event_log.h \
-src/core/lib/debug/histogram_view.cc \
-src/core/lib/debug/histogram_view.h \
-src/core/lib/debug/stats.cc \
-src/core/lib/debug/stats.h \
-src/core/lib/debug/stats_data.cc \
-src/core/lib/debug/stats_data.h \
 src/core/lib/debug/trace.cc \
 src/core/lib/debug/trace.h \
 src/core/lib/event_engine/ares_resolver.cc \
@@ -2647,6 +2636,17 @@ src/core/service_config/service_config_impl.cc \
 src/core/service_config/service_config_impl.h \
 src/core/service_config/service_config_parser.cc \
 src/core/service_config/service_config_parser.h \
+src/core/telemetry/call_tracer.cc \
+src/core/telemetry/call_tracer.h \
+src/core/telemetry/histogram_view.cc \
+src/core/telemetry/histogram_view.h \
+src/core/telemetry/metrics.cc \
+src/core/telemetry/metrics.h \
+src/core/telemetry/stats.cc \
+src/core/telemetry/stats.h \
+src/core/telemetry/stats_data.cc \
+src/core/telemetry/stats_data.h \
+src/core/telemetry/tcp_tracer.h \
 src/core/tsi/README.md \
 src/core/tsi/alts/crypt/aes_gcm.cc \
 src/core/tsi/alts/crypt/gsec.cc \