diff --git a/homeassistant/components/accuweather/const.py b/homeassistant/components/accuweather/const.py
index e834feae8d2..aea394446ad 100644
--- a/homeassistant/components/accuweather/const.py
+++ b/homeassistant/components/accuweather/const.py
@@ -3,6 +3,7 @@ from __future__ import annotations
 
 from typing import Final
 
+from homeassistant.components.sensor import ATTR_STATE_CLASS, STATE_CLASS_MEASUREMENT
 from homeassistant.components.weather import (
     ATTR_CONDITION_CLEAR_NIGHT,
     ATTR_CONDITION_CLOUDY,
@@ -233,6 +234,7 @@ SENSOR_TYPES: Final[dict[str, SensorDescription]] = {
         ATTR_UNIT_METRIC: TEMP_CELSIUS,
         ATTR_UNIT_IMPERIAL: TEMP_FAHRENHEIT,
         ATTR_ENABLED: False,
+        ATTR_STATE_CLASS: STATE_CLASS_MEASUREMENT,
     },
     "Ceiling": {
         ATTR_DEVICE_CLASS: None,
@@ -241,6 +243,7 @@ SENSOR_TYPES: Final[dict[str, SensorDescription]] = {
         ATTR_UNIT_METRIC: LENGTH_METERS,
         ATTR_UNIT_IMPERIAL: LENGTH_FEET,
         ATTR_ENABLED: True,
+        ATTR_STATE_CLASS: STATE_CLASS_MEASUREMENT,
     },
     "CloudCover": {
         ATTR_DEVICE_CLASS: None,
@@ -249,6 +252,7 @@ SENSOR_TYPES: Final[dict[str, SensorDescription]] = {
         ATTR_UNIT_METRIC: PERCENTAGE,
         ATTR_UNIT_IMPERIAL: PERCENTAGE,
         ATTR_ENABLED: False,
+        ATTR_STATE_CLASS: STATE_CLASS_MEASUREMENT,
     },
     "DewPoint": {
         ATTR_DEVICE_CLASS: DEVICE_CLASS_TEMPERATURE,
@@ -257,6 +261,7 @@ SENSOR_TYPES: Final[dict[str, SensorDescription]] = {
         ATTR_UNIT_METRIC: TEMP_CELSIUS,
         ATTR_UNIT_IMPERIAL: TEMP_FAHRENHEIT,
         ATTR_ENABLED: False,
+        ATTR_STATE_CLASS: STATE_CLASS_MEASUREMENT,
     },
     "RealFeelTemperature": {
         ATTR_DEVICE_CLASS: DEVICE_CLASS_TEMPERATURE,
@@ -265,6 +270,7 @@ SENSOR_TYPES: Final[dict[str, SensorDescription]] = {
         ATTR_UNIT_METRIC: TEMP_CELSIUS,
         ATTR_UNIT_IMPERIAL: TEMP_FAHRENHEIT,
         ATTR_ENABLED: True,
+        ATTR_STATE_CLASS: STATE_CLASS_MEASUREMENT,
     },
     "RealFeelTemperatureShade": {
         ATTR_DEVICE_CLASS: DEVICE_CLASS_TEMPERATURE,
@@ -273,6 +279,7 @@ SENSOR_TYPES: Final[dict[str, SensorDescription]] = {
         ATTR_UNIT_METRIC: TEMP_CELSIUS,
         ATTR_UNIT_IMPERIAL: TEMP_FAHRENHEIT,
         ATTR_ENABLED: False,
+        ATTR_STATE_CLASS: STATE_CLASS_MEASUREMENT,
     },
     "Precipitation": {
         ATTR_DEVICE_CLASS: None,
@@ -281,6 +288,7 @@ SENSOR_TYPES: Final[dict[str, SensorDescription]] = {
         ATTR_UNIT_METRIC: LENGTH_MILLIMETERS,
         ATTR_UNIT_IMPERIAL: LENGTH_INCHES,
         ATTR_ENABLED: True,
+        ATTR_STATE_CLASS: STATE_CLASS_MEASUREMENT,
     },
     "PressureTendency": {
         ATTR_DEVICE_CLASS: "accuweather__pressure_tendency",
@@ -297,6 +305,7 @@ SENSOR_TYPES: Final[dict[str, SensorDescription]] = {
         ATTR_UNIT_METRIC: UV_INDEX,
         ATTR_UNIT_IMPERIAL: UV_INDEX,
         ATTR_ENABLED: True,
+        ATTR_STATE_CLASS: STATE_CLASS_MEASUREMENT,
     },
     "WetBulbTemperature": {
         ATTR_DEVICE_CLASS: DEVICE_CLASS_TEMPERATURE,
@@ -305,6 +314,7 @@ SENSOR_TYPES: Final[dict[str, SensorDescription]] = {
         ATTR_UNIT_METRIC: TEMP_CELSIUS,
         ATTR_UNIT_IMPERIAL: TEMP_FAHRENHEIT,
         ATTR_ENABLED: False,
+        ATTR_STATE_CLASS: STATE_CLASS_MEASUREMENT,
     },
     "WindChillTemperature": {
         ATTR_DEVICE_CLASS: DEVICE_CLASS_TEMPERATURE,
@@ -313,6 +323,7 @@ SENSOR_TYPES: Final[dict[str, SensorDescription]] = {
         ATTR_UNIT_METRIC: TEMP_CELSIUS,
         ATTR_UNIT_IMPERIAL: TEMP_FAHRENHEIT,
         ATTR_ENABLED: False,
+        ATTR_STATE_CLASS: STATE_CLASS_MEASUREMENT,
     },
     "Wind": {
         ATTR_DEVICE_CLASS: None,
@@ -321,6 +332,7 @@ SENSOR_TYPES: Final[dict[str, SensorDescription]] = {
         ATTR_UNIT_METRIC: SPEED_KILOMETERS_PER_HOUR,
         ATTR_UNIT_IMPERIAL: SPEED_MILES_PER_HOUR,
         ATTR_ENABLED: True,
+        ATTR_STATE_CLASS: STATE_CLASS_MEASUREMENT,
     },
     "WindGust": {
         ATTR_DEVICE_CLASS: None,
@@ -329,5 +341,6 @@ SENSOR_TYPES: Final[dict[str, SensorDescription]] = {
         ATTR_UNIT_METRIC: SPEED_KILOMETERS_PER_HOUR,
         ATTR_UNIT_IMPERIAL: SPEED_MILES_PER_HOUR,
         ATTR_ENABLED: False,
+        ATTR_STATE_CLASS: STATE_CLASS_MEASUREMENT,
     },
 }
diff --git a/homeassistant/components/accuweather/model.py b/homeassistant/components/accuweather/model.py
index cc51efbd0e2..2127629728b 100644
--- a/homeassistant/components/accuweather/model.py
+++ b/homeassistant/components/accuweather/model.py
@@ -4,7 +4,7 @@ from __future__ import annotations
 from typing import TypedDict
 
 
-class SensorDescription(TypedDict):
+class SensorDescription(TypedDict, total=False):
     """Sensor description class."""
 
     device_class: str | None
@@ -13,3 +13,4 @@ class SensorDescription(TypedDict):
     unit_metric: str | None
     unit_imperial: str | None
     enabled: bool
+    state_class: str | None
diff --git a/homeassistant/components/accuweather/sensor.py b/homeassistant/components/accuweather/sensor.py
index bf6b0efd6c2..ba99df14d9e 100644
--- a/homeassistant/components/accuweather/sensor.py
+++ b/homeassistant/components/accuweather/sensor.py
@@ -3,7 +3,7 @@ from __future__ import annotations
 
 from typing import Any, cast
 
-from homeassistant.components.sensor import SensorEntity
+from homeassistant.components.sensor import ATTR_STATE_CLASS, SensorEntity
 from homeassistant.config_entries import ConfigEntry
 from homeassistant.const import (
     ATTR_ATTRIBUTION,
@@ -89,6 +89,7 @@ class AccuWeatherSensor(CoordinatorEntity, SensorEntity):
         self._device_class = None
         self._attrs = {ATTR_ATTRIBUTION: ATTRIBUTION}
         self.forecast_day = forecast_day
+        self._attr_state_class = self._description.get(ATTR_STATE_CLASS)
 
     @property
     def name(self) -> str:
diff --git a/tests/components/accuweather/test_sensor.py b/tests/components/accuweather/test_sensor.py
index 64c49c61fe7..62f282f2cf3 100644
--- a/tests/components/accuweather/test_sensor.py
+++ b/tests/components/accuweather/test_sensor.py
@@ -4,7 +4,11 @@ import json
 from unittest.mock import PropertyMock, patch
 
 from homeassistant.components.accuweather.const import ATTRIBUTION, DOMAIN
-from homeassistant.components.sensor import DOMAIN as SENSOR_DOMAIN
+from homeassistant.components.sensor import (
+    ATTR_STATE_CLASS,
+    DOMAIN as SENSOR_DOMAIN,
+    STATE_CLASS_MEASUREMENT,
+)
 from homeassistant.const import (
     ATTR_ATTRIBUTION,
     ATTR_DEVICE_CLASS,
@@ -43,6 +47,7 @@ async def test_sensor_without_forecast(hass):
     assert state.attributes.get(ATTR_ATTRIBUTION) == ATTRIBUTION
     assert state.attributes.get(ATTR_ICON) == "mdi:weather-fog"
     assert state.attributes.get(ATTR_UNIT_OF_MEASUREMENT) == LENGTH_METERS
+    assert state.attributes.get(ATTR_STATE_CLASS) == STATE_CLASS_MEASUREMENT
 
     entry = registry.async_get("sensor.home_cloud_ceiling")
     assert entry
@@ -55,6 +60,7 @@ async def test_sensor_without_forecast(hass):
     assert state.attributes.get(ATTR_UNIT_OF_MEASUREMENT) == LENGTH_MILLIMETERS
     assert state.attributes.get(ATTR_ICON) == "mdi:weather-rainy"
     assert state.attributes.get("type") is None
+    assert state.attributes.get(ATTR_STATE_CLASS) == STATE_CLASS_MEASUREMENT
 
     entry = registry.async_get("sensor.home_precipitation")
     assert entry
@@ -66,6 +72,7 @@ async def test_sensor_without_forecast(hass):
     assert state.attributes.get(ATTR_ATTRIBUTION) == ATTRIBUTION
     assert state.attributes.get(ATTR_ICON) == "mdi:gauge"
     assert state.attributes.get(ATTR_DEVICE_CLASS) == "accuweather__pressure_tendency"
+    assert state.attributes.get(ATTR_STATE_CLASS) is None
 
     entry = registry.async_get("sensor.home_pressure_tendency")
     assert entry
@@ -77,6 +84,7 @@ async def test_sensor_without_forecast(hass):
     assert state.attributes.get(ATTR_ATTRIBUTION) == ATTRIBUTION
     assert state.attributes.get(ATTR_UNIT_OF_MEASUREMENT) == TEMP_CELSIUS
     assert state.attributes.get(ATTR_DEVICE_CLASS) == DEVICE_CLASS_TEMPERATURE
+    assert state.attributes.get(ATTR_STATE_CLASS) == STATE_CLASS_MEASUREMENT
 
     entry = registry.async_get("sensor.home_realfeel_temperature")
     assert entry
@@ -88,6 +96,7 @@ async def test_sensor_without_forecast(hass):
     assert state.attributes.get(ATTR_ATTRIBUTION) == ATTRIBUTION
     assert state.attributes.get(ATTR_UNIT_OF_MEASUREMENT) == UV_INDEX
     assert state.attributes.get("level") == "High"
+    assert state.attributes.get(ATTR_STATE_CLASS) == STATE_CLASS_MEASUREMENT
 
     entry = registry.async_get("sensor.home_uv_index")
     assert entry
@@ -105,6 +114,7 @@ async def test_sensor_with_forecast(hass):
     assert state.attributes.get(ATTR_ATTRIBUTION) == ATTRIBUTION
     assert state.attributes.get(ATTR_ICON) == "mdi:weather-partly-cloudy"
     assert state.attributes.get(ATTR_UNIT_OF_MEASUREMENT) == TIME_HOURS
+    assert state.attributes.get(ATTR_STATE_CLASS) is None
 
     entry = registry.async_get("sensor.home_hours_of_sun_0d")
     assert entry
@@ -116,6 +126,7 @@ async def test_sensor_with_forecast(hass):
     assert state.attributes.get(ATTR_ATTRIBUTION) == ATTRIBUTION
     assert state.attributes.get(ATTR_UNIT_OF_MEASUREMENT) == TEMP_CELSIUS
     assert state.attributes.get(ATTR_DEVICE_CLASS) == DEVICE_CLASS_TEMPERATURE
+    assert state.attributes.get(ATTR_STATE_CLASS) is None
 
     entry = registry.async_get("sensor.home_realfeel_temperature_max_0d")
     assert entry
@@ -126,6 +137,7 @@ async def test_sensor_with_forecast(hass):
     assert state.attributes.get(ATTR_ATTRIBUTION) == ATTRIBUTION
     assert state.attributes.get(ATTR_UNIT_OF_MEASUREMENT) == TEMP_CELSIUS
     assert state.attributes.get(ATTR_DEVICE_CLASS) == DEVICE_CLASS_TEMPERATURE
+    assert state.attributes.get(ATTR_STATE_CLASS) is None
 
     entry = registry.async_get("sensor.home_realfeel_temperature_min_0d")
     assert entry
@@ -137,6 +149,7 @@ async def test_sensor_with_forecast(hass):
     assert state.attributes.get(ATTR_ATTRIBUTION) == ATTRIBUTION
     assert state.attributes.get(ATTR_ICON) == "mdi:weather-lightning"
     assert state.attributes.get(ATTR_UNIT_OF_MEASUREMENT) == PERCENTAGE
+    assert state.attributes.get(ATTR_STATE_CLASS) is None
 
     entry = registry.async_get("sensor.home_thunderstorm_probability_day_0d")
     assert entry
@@ -148,6 +161,7 @@ async def test_sensor_with_forecast(hass):
     assert state.attributes.get(ATTR_ATTRIBUTION) == ATTRIBUTION
     assert state.attributes.get(ATTR_ICON) == "mdi:weather-lightning"
     assert state.attributes.get(ATTR_UNIT_OF_MEASUREMENT) == PERCENTAGE
+    assert state.attributes.get(ATTR_STATE_CLASS) is None
 
     entry = registry.async_get("sensor.home_thunderstorm_probability_night_0d")
     assert entry
@@ -160,6 +174,7 @@ async def test_sensor_with_forecast(hass):
     assert state.attributes.get(ATTR_ICON) == "mdi:weather-sunny"
     assert state.attributes.get(ATTR_UNIT_OF_MEASUREMENT) == UV_INDEX
     assert state.attributes.get("level") == "Moderate"
+    assert state.attributes.get(ATTR_STATE_CLASS) is None
 
     entry = registry.async_get("sensor.home_uv_index_0d")
     assert entry
@@ -346,6 +361,7 @@ async def test_sensor_enabled_without_forecast(hass):
     assert state.attributes.get(ATTR_ATTRIBUTION) == ATTRIBUTION
     assert state.attributes.get(ATTR_UNIT_OF_MEASUREMENT) == TEMP_CELSIUS
     assert state.attributes.get(ATTR_DEVICE_CLASS) == DEVICE_CLASS_TEMPERATURE
+    assert state.attributes.get(ATTR_STATE_CLASS) == STATE_CLASS_MEASUREMENT
 
     entry = registry.async_get("sensor.home_apparent_temperature")
     assert entry
@@ -357,6 +373,7 @@ async def test_sensor_enabled_without_forecast(hass):
     assert state.attributes.get(ATTR_ATTRIBUTION) == ATTRIBUTION
     assert state.attributes.get(ATTR_UNIT_OF_MEASUREMENT) == PERCENTAGE
     assert state.attributes.get(ATTR_ICON) == "mdi:weather-cloudy"
+    assert state.attributes.get(ATTR_STATE_CLASS) == STATE_CLASS_MEASUREMENT
 
     entry = registry.async_get("sensor.home_cloud_cover")
     assert entry
@@ -368,6 +385,7 @@ async def test_sensor_enabled_without_forecast(hass):
     assert state.attributes.get(ATTR_ATTRIBUTION) == ATTRIBUTION
     assert state.attributes.get(ATTR_UNIT_OF_MEASUREMENT) == TEMP_CELSIUS
     assert state.attributes.get(ATTR_DEVICE_CLASS) == DEVICE_CLASS_TEMPERATURE
+    assert state.attributes.get(ATTR_STATE_CLASS) == STATE_CLASS_MEASUREMENT
 
     entry = registry.async_get("sensor.home_dew_point")
     assert entry
@@ -379,6 +397,7 @@ async def test_sensor_enabled_without_forecast(hass):
     assert state.attributes.get(ATTR_ATTRIBUTION) == ATTRIBUTION
     assert state.attributes.get(ATTR_UNIT_OF_MEASUREMENT) == TEMP_CELSIUS
     assert state.attributes.get(ATTR_DEVICE_CLASS) == DEVICE_CLASS_TEMPERATURE
+    assert state.attributes.get(ATTR_STATE_CLASS) == STATE_CLASS_MEASUREMENT
 
     entry = registry.async_get("sensor.home_realfeel_temperature_shade")
     assert entry
@@ -390,6 +409,7 @@ async def test_sensor_enabled_without_forecast(hass):
     assert state.attributes.get(ATTR_ATTRIBUTION) == ATTRIBUTION
     assert state.attributes.get(ATTR_UNIT_OF_MEASUREMENT) == TEMP_CELSIUS
     assert state.attributes.get(ATTR_DEVICE_CLASS) == DEVICE_CLASS_TEMPERATURE
+    assert state.attributes.get(ATTR_STATE_CLASS) == STATE_CLASS_MEASUREMENT
 
     entry = registry.async_get("sensor.home_wet_bulb_temperature")
     assert entry
@@ -401,6 +421,7 @@ async def test_sensor_enabled_without_forecast(hass):
     assert state.attributes.get(ATTR_ATTRIBUTION) == ATTRIBUTION
     assert state.attributes.get(ATTR_UNIT_OF_MEASUREMENT) == TEMP_CELSIUS
     assert state.attributes.get(ATTR_DEVICE_CLASS) == DEVICE_CLASS_TEMPERATURE
+    assert state.attributes.get(ATTR_STATE_CLASS) == STATE_CLASS_MEASUREMENT
 
     entry = registry.async_get("sensor.home_wind_chill_temperature")
     assert entry
@@ -412,6 +433,7 @@ async def test_sensor_enabled_without_forecast(hass):
     assert state.attributes.get(ATTR_ATTRIBUTION) == ATTRIBUTION
     assert state.attributes.get(ATTR_UNIT_OF_MEASUREMENT) == SPEED_KILOMETERS_PER_HOUR
     assert state.attributes.get(ATTR_ICON) == "mdi:weather-windy"
+    assert state.attributes.get(ATTR_STATE_CLASS) == STATE_CLASS_MEASUREMENT
 
     entry = registry.async_get("sensor.home_wind_gust")
     assert entry
@@ -423,6 +445,7 @@ async def test_sensor_enabled_without_forecast(hass):
     assert state.attributes.get(ATTR_ATTRIBUTION) == ATTRIBUTION
     assert state.attributes.get(ATTR_UNIT_OF_MEASUREMENT) == SPEED_KILOMETERS_PER_HOUR
     assert state.attributes.get(ATTR_ICON) == "mdi:weather-windy"
+    assert state.attributes.get(ATTR_STATE_CLASS) == STATE_CLASS_MEASUREMENT
 
     entry = registry.async_get("sensor.home_wind")
     assert entry
@@ -434,6 +457,7 @@ async def test_sensor_enabled_without_forecast(hass):
     assert state.attributes.get(ATTR_ATTRIBUTION) == ATTRIBUTION
     assert state.attributes.get(ATTR_UNIT_OF_MEASUREMENT) == PERCENTAGE
     assert state.attributes.get(ATTR_ICON) == "mdi:weather-cloudy"
+    assert state.attributes.get(ATTR_STATE_CLASS) is None
 
     entry = registry.async_get("sensor.home_cloud_cover_day_0d")
     assert entry
@@ -445,6 +469,7 @@ async def test_sensor_enabled_without_forecast(hass):
     assert state.attributes.get(ATTR_ATTRIBUTION) == ATTRIBUTION
     assert state.attributes.get(ATTR_UNIT_OF_MEASUREMENT) == PERCENTAGE
     assert state.attributes.get(ATTR_ICON) == "mdi:weather-cloudy"
+    assert state.attributes.get(ATTR_STATE_CLASS) is None
 
     entry = registry.async_get("sensor.home_cloud_cover_night_0d")
     assert entry
@@ -459,6 +484,7 @@ async def test_sensor_enabled_without_forecast(hass):
     )
     assert state.attributes.get("level") == "Low"
     assert state.attributes.get(ATTR_ICON) == "mdi:grass"
+    assert state.attributes.get(ATTR_STATE_CLASS) is None
 
     entry = registry.async_get("sensor.home_grass_pollen_0d")
     assert entry
@@ -485,6 +511,7 @@ async def test_sensor_enabled_without_forecast(hass):
     assert state.attributes.get(ATTR_ATTRIBUTION) == ATTRIBUTION
     assert state.attributes.get("level") == "Good"
     assert state.attributes.get(ATTR_ICON) == "mdi:vector-triangle"
+    assert state.attributes.get(ATTR_STATE_CLASS) is None
 
     entry = registry.async_get("sensor.home_ozone_0d")
     assert entry
@@ -511,6 +538,7 @@ async def test_sensor_enabled_without_forecast(hass):
     assert state.attributes.get(ATTR_ATTRIBUTION) == ATTRIBUTION
     assert state.attributes.get(ATTR_UNIT_OF_MEASUREMENT) == TEMP_CELSIUS
     assert state.attributes.get(ATTR_DEVICE_CLASS) == DEVICE_CLASS_TEMPERATURE
+    assert state.attributes.get(ATTR_STATE_CLASS) is None
 
     entry = registry.async_get("sensor.home_realfeel_temperature_shade_max_0d")
     assert entry
@@ -537,6 +565,7 @@ async def test_sensor_enabled_without_forecast(hass):
     )
     assert state.attributes.get("level") == "Low"
     assert state.attributes.get(ATTR_ICON) == "mdi:tree-outline"
+    assert state.attributes.get(ATTR_STATE_CLASS) is None
 
     entry = registry.async_get("sensor.home_tree_pollen_0d")
     assert entry
@@ -561,6 +590,7 @@ async def test_sensor_enabled_without_forecast(hass):
     assert state.attributes.get(ATTR_UNIT_OF_MEASUREMENT) == SPEED_KILOMETERS_PER_HOUR
     assert state.attributes.get("direction") == "WNW"
     assert state.attributes.get(ATTR_ICON) == "mdi:weather-windy"
+    assert state.attributes.get(ATTR_STATE_CLASS) is None
 
     entry = registry.async_get("sensor.home_wind_night_0d")
     assert entry
@@ -573,6 +603,7 @@ async def test_sensor_enabled_without_forecast(hass):
     assert state.attributes.get(ATTR_UNIT_OF_MEASUREMENT) == SPEED_KILOMETERS_PER_HOUR
     assert state.attributes.get("direction") == "S"
     assert state.attributes.get(ATTR_ICON) == "mdi:weather-windy"
+    assert state.attributes.get(ATTR_STATE_CLASS) is None
 
     entry = registry.async_get("sensor.home_wind_gust_day_0d")
     assert entry
@@ -585,6 +616,7 @@ async def test_sensor_enabled_without_forecast(hass):
     assert state.attributes.get(ATTR_UNIT_OF_MEASUREMENT) == SPEED_KILOMETERS_PER_HOUR
     assert state.attributes.get("direction") == "WSW"
     assert state.attributes.get(ATTR_ICON) == "mdi:weather-windy"
+    assert state.attributes.get(ATTR_STATE_CLASS) is None
 
     entry = registry.async_get("sensor.home_wind_gust_night_0d")
     assert entry