diff --git a/homeassistant/components/synology_dsm/const.py b/homeassistant/components/synology_dsm/const.py
index f9bcc8b61b8..1c4e004f749 100644
--- a/homeassistant/components/synology_dsm/const.py
+++ b/homeassistant/components/synology_dsm/const.py
@@ -37,6 +37,7 @@ DEFAULT_PORT_SSL = 5001
 DEFAULT_SCAN_INTERVAL = 15  # min
 DEFAULT_TIMEOUT = 10  # sec
 
+ENTITY_UNIT_LOAD = "load"
 
 ENTITY_NAME = "name"
 ENTITY_UNIT = "unit"
@@ -95,50 +96,50 @@ STORAGE_DISK_BINARY_SENSORS = {
 # Sensors
 UTILISATION_SENSORS = {
     f"{SynoCoreUtilization.API_KEY}:cpu_other_load": {
-        ENTITY_NAME: "CPU Load (Other)",
+        ENTITY_NAME: "CPU Utilization (Other)",
         ENTITY_UNIT: PERCENTAGE,
         ENTITY_ICON: "mdi:chip",
         ENTITY_CLASS: None,
         ENTITY_ENABLE: False,
     },
     f"{SynoCoreUtilization.API_KEY}:cpu_user_load": {
-        ENTITY_NAME: "CPU Load (User)",
+        ENTITY_NAME: "CPU Utilization (User)",
         ENTITY_UNIT: PERCENTAGE,
         ENTITY_ICON: "mdi:chip",
         ENTITY_CLASS: None,
         ENTITY_ENABLE: True,
     },
     f"{SynoCoreUtilization.API_KEY}:cpu_system_load": {
-        ENTITY_NAME: "CPU Load (System)",
+        ENTITY_NAME: "CPU Utilization (System)",
         ENTITY_UNIT: PERCENTAGE,
         ENTITY_ICON: "mdi:chip",
         ENTITY_CLASS: None,
         ENTITY_ENABLE: False,
     },
     f"{SynoCoreUtilization.API_KEY}:cpu_total_load": {
-        ENTITY_NAME: "CPU Load (Total)",
+        ENTITY_NAME: "CPU Utilization (Total)",
         ENTITY_UNIT: PERCENTAGE,
         ENTITY_ICON: "mdi:chip",
         ENTITY_CLASS: None,
         ENTITY_ENABLE: True,
     },
     f"{SynoCoreUtilization.API_KEY}:cpu_1min_load": {
-        ENTITY_NAME: "CPU Load (1 min)",
-        ENTITY_UNIT: PERCENTAGE,
+        ENTITY_NAME: "CPU Load Averarge (1 min)",
+        ENTITY_UNIT: ENTITY_UNIT_LOAD,
         ENTITY_ICON: "mdi:chip",
         ENTITY_CLASS: None,
         ENTITY_ENABLE: False,
     },
     f"{SynoCoreUtilization.API_KEY}:cpu_5min_load": {
-        ENTITY_NAME: "CPU Load (5 min)",
-        ENTITY_UNIT: PERCENTAGE,
+        ENTITY_NAME: "CPU Load Averarge (5 min)",
+        ENTITY_UNIT: ENTITY_UNIT_LOAD,
         ENTITY_ICON: "mdi:chip",
         ENTITY_CLASS: None,
         ENTITY_ENABLE: True,
     },
     f"{SynoCoreUtilization.API_KEY}:cpu_15min_load": {
-        ENTITY_NAME: "CPU Load (15 min)",
-        ENTITY_UNIT: PERCENTAGE,
+        ENTITY_NAME: "CPU Load Averarge (15 min)",
+        ENTITY_UNIT: ENTITY_UNIT_LOAD,
         ENTITY_ICON: "mdi:chip",
         ENTITY_CLASS: None,
         ENTITY_ENABLE: True,
diff --git a/homeassistant/components/synology_dsm/sensor.py b/homeassistant/components/synology_dsm/sensor.py
index dd2df61165d..7dd4e5e9870 100644
--- a/homeassistant/components/synology_dsm/sensor.py
+++ b/homeassistant/components/synology_dsm/sensor.py
@@ -19,6 +19,7 @@ from . import SynoApi, SynologyDSMDeviceEntity, SynologyDSMDispatcherEntity
 from .const import (
     CONF_VOLUMES,
     DOMAIN,
+    ENTITY_UNIT_LOAD,
     INFORMATION_SENSORS,
     STORAGE_DISK_SENSORS,
     STORAGE_VOL_SENSORS,
@@ -88,6 +89,10 @@ class SynoDSMUtilSensor(SynologyDSMDispatcherEntity):
         if self._unit == DATA_RATE_KILOBYTES_PER_SECOND:
             return round(attr / 1024.0, 1)
 
+        # CPU load average
+        if self._unit == ENTITY_UNIT_LOAD:
+            return round(attr / 100, 2)
+
         return attr
 
     @property