diff --git a/homeassistant/components/broadlink/sensor.py b/homeassistant/components/broadlink/sensor.py
index 3f4a1e861b3..aa0aa6c5f0b 100644
--- a/homeassistant/components/broadlink/sensor.py
+++ b/homeassistant/components/broadlink/sensor.py
@@ -8,6 +8,7 @@ from homeassistant.components.sensor import (
     DEVICE_CLASS_ILLUMINANCE,
     DEVICE_CLASS_TEMPERATURE,
     PLATFORM_SCHEMA,
+    STATE_CLASS_MEASUREMENT,
     SensorEntity,
 )
 from homeassistant.const import CONF_HOST, PERCENTAGE, TEMP_CELSIUS
@@ -20,11 +21,16 @@ from .helpers import import_device
 _LOGGER = logging.getLogger(__name__)
 
 SENSOR_TYPES = {
-    "temperature": ("Temperature", TEMP_CELSIUS, DEVICE_CLASS_TEMPERATURE),
-    "air_quality": ("Air Quality", None, None),
-    "humidity": ("Humidity", PERCENTAGE, DEVICE_CLASS_HUMIDITY),
-    "light": ("Light", None, DEVICE_CLASS_ILLUMINANCE),
-    "noise": ("Noise", None, None),
+    "temperature": (
+        "Temperature",
+        TEMP_CELSIUS,
+        DEVICE_CLASS_TEMPERATURE,
+        STATE_CLASS_MEASUREMENT,
+    ),
+    "air_quality": ("Air Quality", None, None, None),
+    "humidity": ("Humidity", PERCENTAGE, DEVICE_CLASS_HUMIDITY, None),
+    "light": ("Light", None, DEVICE_CLASS_ILLUMINANCE, None),
+    "noise": ("Noise", None, None, None),
 }
 
 PLATFORM_SCHEMA = PLATFORM_SCHEMA.extend(
@@ -101,6 +107,11 @@ class BroadlinkSensor(SensorEntity):
         """Return device class."""
         return SENSOR_TYPES[self._monitored_condition][2]
 
+    @property
+    def state_class(self):
+        """Return state class."""
+        return SENSOR_TYPES[self._monitored_condition][3]
+
     @property
     def device_info(self):
         """Return device info."""
diff --git a/homeassistant/components/deconz/sensor.py b/homeassistant/components/deconz/sensor.py
index ba3be37da42..96963302139 100644
--- a/homeassistant/components/deconz/sensor.py
+++ b/homeassistant/components/deconz/sensor.py
@@ -14,7 +14,11 @@ from pydeconz.sensor import (
     Thermostat,
 )
 
-from homeassistant.components.sensor import DOMAIN, SensorEntity
+from homeassistant.components.sensor import (
+    DOMAIN,
+    STATE_CLASS_MEASUREMENT,
+    SensorEntity,
+)
 from homeassistant.const import (
     ATTR_TEMPERATURE,
     ATTR_VOLTAGE,
@@ -60,6 +64,10 @@ ICON = {
     Temperature: "mdi:thermometer",
 }
 
+STATE_CLASS = {
+    Temperature: STATE_CLASS_MEASUREMENT,
+}
+
 UNIT_OF_MEASUREMENT = {
     Consumption: ENERGY_KILO_WATT_HOUR,
     Humidity: PERCENTAGE,
@@ -161,6 +169,11 @@ class DeconzSensor(DeconzDevice, SensorEntity):
         """Return the icon to use in the frontend."""
         return ICON.get(type(self._device))
 
+    @property
+    def state_class(self):
+        """Return the state class of the sensor."""
+        return STATE_CLASS.get(type(self._device))
+
     @property
     def unit_of_measurement(self):
         """Return the unit of measurement of this sensor."""
@@ -233,6 +246,11 @@ class DeconzTemperature(DeconzDevice, SensorEntity):
         """Return the class of the sensor."""
         return DEVICE_CLASS_TEMPERATURE
 
+    @property
+    def state_class(self):
+        """Return the state class of the sensor."""
+        return STATE_CLASS_MEASUREMENT
+
     @property
     def unit_of_measurement(self):
         """Return the unit of measurement of this sensor."""
diff --git a/homeassistant/components/hue/sensor.py b/homeassistant/components/hue/sensor.py
index 988dfc31b35..75d31fb61ce 100644
--- a/homeassistant/components/hue/sensor.py
+++ b/homeassistant/components/hue/sensor.py
@@ -6,7 +6,7 @@ from aiohue.sensors import (
     TYPE_ZLL_TEMPERATURE,
 )
 
-from homeassistant.components.sensor import SensorEntity
+from homeassistant.components.sensor import STATE_CLASS_MEASUREMENT, SensorEntity
 from homeassistant.const import (
     DEVICE_CLASS_BATTERY,
     DEVICE_CLASS_ILLUMINANCE,
@@ -87,6 +87,11 @@ class HueTemperature(GenericHueGaugeSensorEntity):
 
         return self.sensor.temperature / 100
 
+    @property
+    def state_class(self):
+        """Return the state class of the sensor."""
+        return STATE_CLASS_MEASUREMENT
+
 
 class HueBattery(GenericHueSensor, SensorEntity):
     """Battery class for when a batt-powered device is only represented as an event."""
diff --git a/homeassistant/components/shelly/entity.py b/homeassistant/components/shelly/entity.py
index 9445c792c7b..bcaa6385100 100644
--- a/homeassistant/components/shelly/entity.py
+++ b/homeassistant/components/shelly/entity.py
@@ -151,6 +151,7 @@ class BlockAttributeDescription:
     unit: None | str | Callable[[dict], str] = None
     value: Callable[[Any], Any] = lambda val: val
     device_class: str | None = None
+    state_class: str | None = None
     default_enabled: bool = True
     available: Callable[[aioshelly.Block], bool] | None = None
     # Callable (settings, block), return true if entity should be removed
diff --git a/homeassistant/components/shelly/sensor.py b/homeassistant/components/shelly/sensor.py
index 9337011ba16..006ee166423 100644
--- a/homeassistant/components/shelly/sensor.py
+++ b/homeassistant/components/shelly/sensor.py
@@ -135,6 +135,7 @@ SENSORS = {
         unit=temperature_unit,
         value=lambda value: round(value, 1),
         device_class=sensor.DEVICE_CLASS_TEMPERATURE,
+        state_class=sensor.STATE_CLASS_MEASUREMENT,
         available=lambda block: block.extTemp != 999,
     ),
     ("sensor", "humidity"): BlockAttributeDescription(
@@ -231,6 +232,11 @@ class ShellyRestSensor(ShellyRestAttributeEntity, SensorEntity):
         """Return value of sensor."""
         return self.attribute_value
 
+    @property
+    def state_class(self):
+        """State class of sensor."""
+        return self.description.state_class
+
     @property
     def unit_of_measurement(self):
         """Return unit of sensor."""
diff --git a/homeassistant/components/tasmota/sensor.py b/homeassistant/components/tasmota/sensor.py
index 02a04467194..5faea128594 100644
--- a/homeassistant/components/tasmota/sensor.py
+++ b/homeassistant/components/tasmota/sensor.py
@@ -4,7 +4,7 @@ from __future__ import annotations
 from hatasmota import const as hc, status_sensor
 
 from homeassistant.components import sensor
-from homeassistant.components.sensor import SensorEntity
+from homeassistant.components.sensor import STATE_CLASS_MEASUREMENT, SensorEntity
 from homeassistant.const import (
     CONCENTRATION_MICROGRAMS_PER_CUBIC_METER,
     CONCENTRATION_PARTS_PER_BILLION,
@@ -46,6 +46,7 @@ from .discovery import TASMOTA_DISCOVERY_ENTITY_NEW
 from .mixins import TasmotaAvailability, TasmotaDiscoveryUpdate
 
 DEVICE_CLASS = "device_class"
+STATE_CLASS = "state_class"
 ICON = "icon"
 
 # A Tasmota sensor type may be mapped to either a device class or an icon, not both
@@ -89,7 +90,10 @@ SENSOR_DEVICE_CLASS_ICON_MAP = {
     hc.SENSOR_STATUS_SIGNAL: {DEVICE_CLASS: DEVICE_CLASS_SIGNAL_STRENGTH},
     hc.SENSOR_STATUS_RSSI: {ICON: "mdi:access-point"},
     hc.SENSOR_STATUS_SSID: {ICON: "mdi:access-point-network"},
-    hc.SENSOR_TEMPERATURE: {DEVICE_CLASS: DEVICE_CLASS_TEMPERATURE},
+    hc.SENSOR_TEMPERATURE: {
+        DEVICE_CLASS: DEVICE_CLASS_TEMPERATURE,
+        STATE_CLASS: STATE_CLASS_MEASUREMENT,
+    },
     hc.SENSOR_TODAY: {DEVICE_CLASS: DEVICE_CLASS_POWER},
     hc.SENSOR_TOTAL: {DEVICE_CLASS: DEVICE_CLASS_POWER},
     hc.SENSOR_TOTAL_START_TIME: {ICON: "mdi:progress-clock"},
@@ -172,6 +176,14 @@ class TasmotaSensor(TasmotaAvailability, TasmotaDiscoveryUpdate, SensorEntity):
         )
         return class_or_icon.get(DEVICE_CLASS)
 
+    @property
+    def state_class(self) -> str | None:
+        """Return the state class of the sensor."""
+        class_or_icon = SENSOR_DEVICE_CLASS_ICON_MAP.get(
+            self._tasmota_entity.quantity, {}
+        )
+        return class_or_icon.get(STATE_CLASS)
+
     @property
     def entity_registry_enabled_default(self) -> bool:
         """Return if the entity should be enabled when first added to the entity registry."""
diff --git a/homeassistant/components/xiaomi_miio/sensor.py b/homeassistant/components/xiaomi_miio/sensor.py
index ac9a7ab4543..ed551a6dd49 100644
--- a/homeassistant/components/xiaomi_miio/sensor.py
+++ b/homeassistant/components/xiaomi_miio/sensor.py
@@ -12,7 +12,11 @@ from miio.gateway.gateway import (
 )
 import voluptuous as vol
 
-from homeassistant.components.sensor import PLATFORM_SCHEMA, SensorEntity
+from homeassistant.components.sensor import (
+    PLATFORM_SCHEMA,
+    STATE_CLASS_MEASUREMENT,
+    SensorEntity,
+)
 from homeassistant.config_entries import SOURCE_IMPORT
 from homeassistant.const import (
     ATTR_BATTERY_LEVEL,
@@ -66,11 +70,15 @@ class SensorType:
     unit: str = None
     icon: str = None
     device_class: str = None
+    state_class: str = None
 
 
 GATEWAY_SENSOR_TYPES = {
     "temperature": SensorType(
-        unit=TEMP_CELSIUS, icon=None, device_class=DEVICE_CLASS_TEMPERATURE
+        unit=TEMP_CELSIUS,
+        icon=None,
+        device_class=DEVICE_CLASS_TEMPERATURE,
+        state_class=STATE_CLASS_MEASUREMENT,
     ),
     "humidity": SensorType(
         unit=PERCENTAGE, icon=None, device_class=DEVICE_CLASS_HUMIDITY
@@ -245,6 +253,11 @@ class XiaomiGatewaySensor(XiaomiGatewayDevice, SensorEntity):
         """Return the device class of this entity."""
         return GATEWAY_SENSOR_TYPES[self._data_key].device_class
 
+    @property
+    def state_class(self):
+        """Return the state class of this entity."""
+        return GATEWAY_SENSOR_TYPES[self._data_key].state_class
+
     @property
     def state(self):
         """Return the state of the sensor."""
diff --git a/homeassistant/components/zha/sensor.py b/homeassistant/components/zha/sensor.py
index 616e0345828..a6d7ae4ce9e 100644
--- a/homeassistant/components/zha/sensor.py
+++ b/homeassistant/components/zha/sensor.py
@@ -15,6 +15,7 @@ from homeassistant.components.sensor import (
     DEVICE_CLASS_PRESSURE,
     DEVICE_CLASS_TEMPERATURE,
     DOMAIN,
+    STATE_CLASS_MEASUREMENT,
     SensorEntity,
 )
 from homeassistant.config_entries import ConfigEntry
@@ -101,6 +102,7 @@ class Sensor(ZhaEntity, SensorEntity):
     _device_class: str | None = None
     _divisor: int = 1
     _multiplier: int = 1
+    _state_class: str | None = None
     _unit: str | None = None
 
     def __init__(
@@ -126,6 +128,11 @@ class Sensor(ZhaEntity, SensorEntity):
         """Return device class from component DEVICE_CLASSES."""
         return self._device_class
 
+    @property
+    def state_class(self) -> str | None:
+        """Return the state class of this entity, from STATE_CLASSES, if any."""
+        return self._state_class
+
     @property
     def unit_of_measurement(self) -> str | None:
         """Return the unit of measurement of this entity."""
@@ -285,6 +292,7 @@ class Temperature(Sensor):
     SENSOR_ATTR = "measured_value"
     _device_class = DEVICE_CLASS_TEMPERATURE
     _divisor = 100
+    _state_class = STATE_CLASS_MEASUREMENT
     _unit = TEMP_CELSIUS
 
 
diff --git a/homeassistant/components/zwave_js/sensor.py b/homeassistant/components/zwave_js/sensor.py
index b23b11f3424..dcc21b236e8 100644
--- a/homeassistant/components/zwave_js/sensor.py
+++ b/homeassistant/components/zwave_js/sensor.py
@@ -14,6 +14,7 @@ from homeassistant.components.sensor import (
     DEVICE_CLASS_ILLUMINANCE,
     DEVICE_CLASS_POWER,
     DOMAIN as SENSOR_DOMAIN,
+    STATE_CLASS_MEASUREMENT,
     SensorEntity,
 )
 from homeassistant.config_entries import ConfigEntry
@@ -87,6 +88,7 @@ class ZwaveSensorBase(ZWaveBaseEntity, SensorEntity):
         super().__init__(config_entry, client, info)
         self._name = self.generate_name(include_value_name=True)
         self._device_class = self._get_device_class()
+        self._state_class = self._get_state_class()
 
     def _get_device_class(self) -> str | None:
         """
@@ -113,11 +115,29 @@ class ZwaveSensorBase(ZWaveBaseEntity, SensorEntity):
             return DEVICE_CLASS_ILLUMINANCE
         return None
 
+    def _get_state_class(self) -> str | None:
+        """
+        Get the state class of the sensor.
+
+        This should be run once during initialization so we don't have to calculate
+        this value on every state update.
+        """
+        if isinstance(self.info.primary_value.property_, str):
+            property_lower = self.info.primary_value.property_.lower()
+            if "temperature" in property_lower:
+                return STATE_CLASS_MEASUREMENT
+        return None
+
     @property
     def device_class(self) -> str | None:
         """Return the device class of the sensor."""
         return self._device_class
 
+    @property
+    def state_class(self) -> str | None:
+        """Return the state class of the sensor."""
+        return self._state_class
+
     @property
     def entity_registry_enabled_default(self) -> bool:
         """Return if the entity should be enabled when first added to the entity registry."""
diff --git a/tests/components/broadlink/test_sensors.py b/tests/components/broadlink/test_sensors.py
index e5d31705a4f..5cc75c28a73 100644
--- a/tests/components/broadlink/test_sensors.py
+++ b/tests/components/broadlink/test_sensors.py
@@ -27,7 +27,7 @@ async def test_a1_sensor_setup(hass):
     assert mock_api.check_sensors_raw.call_count == 1
     device_entry = device_registry.async_get_device({(DOMAIN, mock_entry.unique_id)})
     entries = async_entries_for_device(entity_registry, device_entry.id)
-    sensors = {entry for entry in entries if entry.domain == SENSOR_DOMAIN}
+    sensors = [entry for entry in entries if entry.domain == SENSOR_DOMAIN]
     assert len(sensors) == 5
 
     sensors_and_states = {
@@ -62,7 +62,7 @@ async def test_a1_sensor_update(hass):
 
     device_entry = device_registry.async_get_device({(DOMAIN, mock_entry.unique_id)})
     entries = async_entries_for_device(entity_registry, device_entry.id)
-    sensors = {entry for entry in entries if entry.domain == SENSOR_DOMAIN}
+    sensors = [entry for entry in entries if entry.domain == SENSOR_DOMAIN]
     assert len(sensors) == 5
 
     mock_api.check_sensors_raw.return_value = {
@@ -104,7 +104,7 @@ async def test_rm_pro_sensor_setup(hass):
     assert mock_api.check_sensors.call_count == 1
     device_entry = device_registry.async_get_device({(DOMAIN, mock_entry.unique_id)})
     entries = async_entries_for_device(entity_registry, device_entry.id)
-    sensors = {entry for entry in entries if entry.domain == SENSOR_DOMAIN}
+    sensors = [entry for entry in entries if entry.domain == SENSOR_DOMAIN]
     assert len(sensors) == 1
 
     sensors_and_states = {
@@ -127,7 +127,7 @@ async def test_rm_pro_sensor_update(hass):
 
     device_entry = device_registry.async_get_device({(DOMAIN, mock_entry.unique_id)})
     entries = async_entries_for_device(entity_registry, device_entry.id)
-    sensors = {entry for entry in entries if entry.domain == SENSOR_DOMAIN}
+    sensors = [entry for entry in entries if entry.domain == SENSOR_DOMAIN]
     assert len(sensors) == 1
 
     mock_api.check_sensors.return_value = {"temperature": 25.8}
@@ -159,7 +159,7 @@ async def test_rm_pro_filter_crazy_temperature(hass):
 
     device_entry = device_registry.async_get_device({(DOMAIN, mock_entry.unique_id)})
     entries = async_entries_for_device(entity_registry, device_entry.id)
-    sensors = {entry for entry in entries if entry.domain == SENSOR_DOMAIN}
+    sensors = [entry for entry in entries if entry.domain == SENSOR_DOMAIN]
     assert len(sensors) == 1
 
     mock_api.check_sensors.return_value = {"temperature": -7}
@@ -189,7 +189,7 @@ async def test_rm_mini3_no_sensor(hass):
     assert mock_api.check_sensors.call_count <= 1
     device_entry = device_registry.async_get_device({(DOMAIN, mock_entry.unique_id)})
     entries = async_entries_for_device(entity_registry, device_entry.id)
-    sensors = {entry for entry in entries if entry.domain == SENSOR_DOMAIN}
+    sensors = [entry for entry in entries if entry.domain == SENSOR_DOMAIN]
     assert len(sensors) == 0
 
 
@@ -207,7 +207,7 @@ async def test_rm4_pro_hts2_sensor_setup(hass):
     assert mock_api.check_sensors.call_count == 1
     device_entry = device_registry.async_get_device({(DOMAIN, mock_entry.unique_id)})
     entries = async_entries_for_device(entity_registry, device_entry.id)
-    sensors = {entry for entry in entries if entry.domain == SENSOR_DOMAIN}
+    sensors = [entry for entry in entries if entry.domain == SENSOR_DOMAIN]
     assert len(sensors) == 2
 
     sensors_and_states = {
@@ -233,7 +233,7 @@ async def test_rm4_pro_hts2_sensor_update(hass):
 
     device_entry = device_registry.async_get_device({(DOMAIN, mock_entry.unique_id)})
     entries = async_entries_for_device(entity_registry, device_entry.id)
-    sensors = {entry for entry in entries if entry.domain == SENSOR_DOMAIN}
+    sensors = [entry for entry in entries if entry.domain == SENSOR_DOMAIN]
     assert len(sensors) == 2
 
     mock_api.check_sensors.return_value = {"temperature": 16.8, "humidity": 34.0}