diff --git a/src/meta_memcache/executors/default.py b/src/meta_memcache/executors/default.py
index b7b36f2..f782f8b 100644
--- a/src/meta_memcache/executors/default.py
+++ b/src/meta_memcache/executors/default.py
@@ -1,5 +1,6 @@
 import logging
 from typing import Callable, Dict, List, Optional, Tuple
+from meta_memcache.metrics.base import BaseMetricsCollector, MetricDefinition
 
 from meta_memcache_socket import (
     RequestFlags,
@@ -34,18 +35,34 @@
 
 
 class DefaultExecutor:
+
     def __init__(
         self,
         serializer: BaseSerializer,
         key_encoder_fn: Callable[[Key], bytes] = default_key_encoder,
         raise_on_server_error: bool = True,
         touch_ttl_to_consider_write_failure: Optional[int] = 50,
+        metrics_collector: Optional[BaseMetricsCollector] = None,
     ) -> None:
         self._serializer = serializer
         self._key_encoder_fn = key_encoder_fn
         self._raise_on_server_error = raise_on_server_error
         self._touch_ttl_to_consider_write_failure = touch_ttl_to_consider_write_failure
         self.on_write_failure = WriteFailureEvent()
+        if metrics_collector:
+            labels = ("domain",)
+            metrics_collector.init_metrics(
+                namespace="cache",
+                metrics=[
+                    MetricDefinition("read_hits", "Number of hits", labels),
+                    MetricDefinition("read_misses", "Number of misses", labels),
+                    MetricDefinition("read_bytes", "Size of writes", labels),
+                    MetricDefinition("write_count", "Number of writes", labels),
+                    MetricDefinition("write_bytes", "Size of writes", labels),
+                ],
+                gauges=[],
+            )
+        self._metrics = metrics_collector
 
     def _build_cmd(
         self,
@@ -94,6 +111,36 @@ def _is_a_write_failure(
             return True
         return False
 
+    def _collect_metrics(
+        self,
+        command: MetaCommand,
+        key: Key,
+        value_size: Optional[int],
+        result: MemcacheResponse,
+    ) -> None:
+        if not self._metrics:
+            return None
+
+        try:
+            labels = {"domain": key.domain or "default"}
+            if command == MetaCommand.META_GET:
+                if isinstance(result, Value):
+                    self._metrics.metric_inc("hits", labels=labels)
+                    if result.value:
+                        self._metrics.metric_inc(
+                            "read_bytes", value=len(result.value.value), labels=labels
+                        )
+                elif isinstance(result, Miss):
+                    self._metrics.metric_inc("misses", labels=labels)
+            if command == MetaCommand.META_SET:
+                self._metrics.metric_inc("write_count", labels=labels)
+                if value_size:
+                    self._metrics.metric_inc(
+                        "write_bytes", value=value_size, labels=labels
+                    )
+        except Exception as e:
+            _log.exception(f"Error collecting metrics")
+
     def exec_on_pool(
         self,
         pool: ConnectionPool,
@@ -120,7 +167,11 @@ def exec_on_pool(
                     value=cmd_value,
                     flags=flags,
                 )
-                return self._conn_recv_response(conn, flags=flags)
+                result = self._conn_recv_response(conn, flags=flags)
+                self._collect_metrics(
+                    command, key, len(cmd_value) if cmd_value else None, result
+                )
+                return result
             except Exception as e:
                 error = True
                 raise MemcacheServerError(pool.server, "Memcache error") from e
@@ -155,13 +206,15 @@ def exec_multi_on_pool(  # noqa: C901
             conn = pool.pop_connection()
             error = False
             try:
-                # with pool.get_connection() as conn:
+                value_sizes = {}
                 for key, value in key_values:
                     cmd_value, flags = (
                         (None, flags)
                         if value is None
                         else self._prepare_serialized_value_and_flags(key, value, flags)
                     )
+                    if cmd_value:
+                        value_sizes[key] = len(cmd_value)
 
                     self._conn_send_cmd(
                         conn,
@@ -170,8 +223,14 @@ def exec_multi_on_pool(  # noqa: C901
                         value=cmd_value,
                         flags=flags,
                     )
-                for key, _ in key_values:
+                for key, value in key_values:
                     results[key] = self._conn_recv_response(conn, flags=flags)
+                    self._collect_metrics(
+                        command,
+                        key,
+                        value_sizes.get(key) if value else None,
+                        results[key],
+                    )
             except Exception as e:
                 error = True
                 raise MemcacheServerError(pool.server, "Memcache error") from e