diff --git a/aws/logs_monitoring/requirements.txt b/aws/logs_monitoring/requirements.txt
index 2999e2700..9f26cc795 100644
--- a/aws/logs_monitoring/requirements.txt
+++ b/aws/logs_monitoring/requirements.txt
@@ -3,10 +3,10 @@ bytecode
 cattrs
 certifi
 charset-normalizer
-datadog-lambda==6.107.0
+datadog-lambda==8.120.0
 datadog==0.52.0
 ddsketch==3.0.1
-ddtrace==3.10.2
+ddtrace==3.16.2
 deprecated
 envier
 exceptiongroup
diff --git a/aws/logs_monitoring/telemetry.py b/aws/logs_monitoring/telemetry.py
index 7506a46ba..862eba89a 100644
--- a/aws/logs_monitoring/telemetry.py
+++ b/aws/logs_monitoring/telemetry.py
@@ -4,7 +4,7 @@
 # Copyright 2021 Datadog, Inc.
 
 try:
-    from datadog_lambda.metric import lambda_stats
+    from datadog_lambda.metric import lambda_metric
 
     DD_SUBMIT_ENHANCED_METRICS = True
 except ImportError:
@@ -34,7 +34,7 @@ def send_forwarder_internal_metrics(name, additional_tags=[]):
         return
 
     """Send forwarder's internal metrics to DD"""
-    lambda_stats.distribution(
+    lambda_metric(
         "{}.{}".format(DD_FORWARDER_TELEMETRY_NAMESPACE_PREFIX, name),
         1,
         tags=DD_FORWARDER_TELEMETRY_TAGS + additional_tags,
@@ -45,7 +45,7 @@ def send_event_metric(metric_name, metric_value):
     if not DD_SUBMIT_ENHANCED_METRICS:
         return
 
-    lambda_stats.distribution(
+    lambda_metric(
         "{}.{}".format(DD_FORWARDER_TELEMETRY_NAMESPACE_PREFIX, metric_name),
         metric_value,
         tags=DD_FORWARDER_TELEMETRY_TAGS,
@@ -56,6 +56,4 @@ def send_log_metric(metric):
     if not DD_SUBMIT_ENHANCED_METRICS:
         return
 
-    lambda_stats.distribution(
-        metric["m"], metric["v"], timestamp=metric["e"], tags=metric["t"]
-    )
+    lambda_metric(metric["m"], metric["v"], timestamp=metric["e"], tags=metric["t"])
diff --git a/aws/logs_monitoring/tools/integration_tests/snapshots/cloudwatch_customized_log_group_lambda_invocation.json~snapshot b/aws/logs_monitoring/tools/integration_tests/snapshots/cloudwatch_customized_log_group_lambda_invocation.json~snapshot
index fd481ba52..b6e42af23 100644
--- a/aws/logs_monitoring/tools/integration_tests/snapshots/cloudwatch_customized_log_group_lambda_invocation.json~snapshot
+++ b/aws/logs_monitoring/tools/integration_tests/snapshots/cloudwatch_customized_log_group_lambda_invocation.json~snapshot
@@ -101,7 +101,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -115,7 +116,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -129,7 +131,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -143,7 +146,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -157,7 +161,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -171,7 +176,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           }
diff --git a/aws/logs_monitoring/tools/integration_tests/snapshots/cloudwatch_log.json~snapshot b/aws/logs_monitoring/tools/integration_tests/snapshots/cloudwatch_log.json~snapshot
index 3ea06e7e9..cebea35d6 100644
--- a/aws/logs_monitoring/tools/integration_tests/snapshots/cloudwatch_log.json~snapshot
+++ b/aws/logs_monitoring/tools/integration_tests/snapshots/cloudwatch_log.json~snapshot
@@ -74,7 +74,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -88,7 +89,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -102,7 +104,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -116,7 +119,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -130,7 +134,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -144,7 +149,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           }
diff --git a/aws/logs_monitoring/tools/integration_tests/snapshots/cloudwatch_log_cloudtrail.json~snapshot b/aws/logs_monitoring/tools/integration_tests/snapshots/cloudwatch_log_cloudtrail.json~snapshot
index 3fc79dadd..161c808a6 100644
--- a/aws/logs_monitoring/tools/integration_tests/snapshots/cloudwatch_log_cloudtrail.json~snapshot
+++ b/aws/logs_monitoring/tools/integration_tests/snapshots/cloudwatch_log_cloudtrail.json~snapshot
@@ -110,7 +110,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -124,7 +125,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -138,7 +140,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -152,7 +155,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -166,7 +170,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -180,7 +185,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           }
diff --git a/aws/logs_monitoring/tools/integration_tests/snapshots/cloudwatch_log_coldstart.json~snapshot b/aws/logs_monitoring/tools/integration_tests/snapshots/cloudwatch_log_coldstart.json~snapshot
index 006fa5866..7b3430f4a 100644
--- a/aws/logs_monitoring/tools/integration_tests/snapshots/cloudwatch_log_coldstart.json~snapshot
+++ b/aws/logs_monitoring/tools/integration_tests/snapshots/cloudwatch_log_coldstart.json~snapshot
@@ -13,7 +13,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -27,7 +28,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -41,7 +43,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -55,7 +58,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -69,7 +73,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -83,7 +88,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -97,7 +103,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           }
diff --git a/aws/logs_monitoring/tools/integration_tests/snapshots/cloudwatch_log_custom_tags.json~snapshot b/aws/logs_monitoring/tools/integration_tests/snapshots/cloudwatch_log_custom_tags.json~snapshot
index 0fa74be37..cd04b92e4 100644
--- a/aws/logs_monitoring/tools/integration_tests/snapshots/cloudwatch_log_custom_tags.json~snapshot
+++ b/aws/logs_monitoring/tools/integration_tests/snapshots/cloudwatch_log_custom_tags.json~snapshot
@@ -56,7 +56,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -70,7 +71,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -84,7 +86,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -98,7 +101,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           }
diff --git a/aws/logs_monitoring/tools/integration_tests/snapshots/cloudwatch_log_lambda_invocation.json~snapshot b/aws/logs_monitoring/tools/integration_tests/snapshots/cloudwatch_log_lambda_invocation.json~snapshot
index 85a2beba8..5c831c8b7 100644
--- a/aws/logs_monitoring/tools/integration_tests/snapshots/cloudwatch_log_lambda_invocation.json~snapshot
+++ b/aws/logs_monitoring/tools/integration_tests/snapshots/cloudwatch_log_lambda_invocation.json~snapshot
@@ -728,7 +728,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -742,7 +743,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -756,7 +758,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -770,7 +773,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -784,7 +788,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -798,7 +803,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -812,7 +818,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -836,7 +843,8 @@
               "aws_account:012345678912",
               "functionname:hello-dog-node-dev-hello12x",
               "region:us-east-1",
-              "service:hello-dog-node-dev-hello12x"
+              "service:hello-dog-node-dev-hello12x",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -855,7 +863,8 @@
               "aws_account:012345678912",
               "functionname:hello-dog-node-dev-hello12x",
               "region:us-east-1",
-              "service:hello-dog-node-dev-hello12x"
+              "service:hello-dog-node-dev-hello12x",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
diff --git a/aws/logs_monitoring/tools/integration_tests/snapshots/cloudwatch_log_service_tag.json~snapshot b/aws/logs_monitoring/tools/integration_tests/snapshots/cloudwatch_log_service_tag.json~snapshot
index d94a7f450..674f47ef0 100644
--- a/aws/logs_monitoring/tools/integration_tests/snapshots/cloudwatch_log_service_tag.json~snapshot
+++ b/aws/logs_monitoring/tools/integration_tests/snapshots/cloudwatch_log_service_tag.json~snapshot
@@ -56,7 +56,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -70,7 +71,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -84,7 +86,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -98,7 +101,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           }
diff --git a/aws/logs_monitoring/tools/integration_tests/snapshots/cloudwatch_log_timeout.json~snapshot b/aws/logs_monitoring/tools/integration_tests/snapshots/cloudwatch_log_timeout.json~snapshot
index cc54f2a3b..5af19a91f 100644
--- a/aws/logs_monitoring/tools/integration_tests/snapshots/cloudwatch_log_timeout.json~snapshot
+++ b/aws/logs_monitoring/tools/integration_tests/snapshots/cloudwatch_log_timeout.json~snapshot
@@ -122,7 +122,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -136,7 +137,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -150,7 +152,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -164,7 +167,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
diff --git a/aws/logs_monitoring/tools/integration_tests/snapshots/step_functions_log.json~snapshot b/aws/logs_monitoring/tools/integration_tests/snapshots/step_functions_log.json~snapshot
index 09a539383..bc154d8b5 100644
--- a/aws/logs_monitoring/tools/integration_tests/snapshots/step_functions_log.json~snapshot
+++ b/aws/logs_monitoring/tools/integration_tests/snapshots/step_functions_log.json~snapshot
@@ -56,7 +56,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -70,7 +71,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -84,7 +86,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -98,7 +101,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -112,7 +116,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           },
@@ -126,7 +131,8 @@
               "forwardername:test_function",
               "forwarder_memorysize:3008",
               "forwarder_version:<redacted from snapshot>",
-              "event_type:awslogs"
+              "event_type:awslogs",
+              "dd_lambda_layer:datadog-python313_8.120.0"
             ],
             "type": "distribution"
           }