diff --git a/homeassistant/components/wled/__init__.py b/homeassistant/components/wled/__init__.py
index 3d0add8d198..ba87fb58122 100644
--- a/homeassistant/components/wled/__init__.py
+++ b/homeassistant/components/wled/__init__.py
@@ -10,7 +10,6 @@ from .const import LOGGER
 from .coordinator import WLEDDataUpdateCoordinator
 
 PLATFORMS = (
-    Platform.BINARY_SENSOR,
     Platform.BUTTON,
     Platform.LIGHT,
     Platform.NUMBER,
diff --git a/homeassistant/components/wled/binary_sensor.py b/homeassistant/components/wled/binary_sensor.py
deleted file mode 100644
index 41f7a4f8ba0..00000000000
--- a/homeassistant/components/wled/binary_sensor.py
+++ /dev/null
@@ -1,60 +0,0 @@
-"""Support for WLED binary sensor."""
-
-from __future__ import annotations
-
-from homeassistant.components.binary_sensor import (
-    BinarySensorDeviceClass,
-    BinarySensorEntity,
-)
-from homeassistant.const import EntityCategory
-from homeassistant.core import HomeAssistant
-from homeassistant.helpers.entity_platform import AddEntitiesCallback
-
-from . import WLEDConfigEntry
-from .coordinator import WLEDDataUpdateCoordinator
-from .entity import WLEDEntity
-
-
-async def async_setup_entry(
-    hass: HomeAssistant,
-    entry: WLEDConfigEntry,
-    async_add_entities: AddEntitiesCallback,
-) -> None:
-    """Set up a WLED binary sensor based on a config entry."""
-    async_add_entities(
-        [
-            WLEDUpdateBinarySensor(entry.runtime_data),
-        ]
-    )
-
-
-class WLEDUpdateBinarySensor(WLEDEntity, BinarySensorEntity):
-    """Defines a WLED firmware binary sensor."""
-
-    _attr_entity_category = EntityCategory.DIAGNOSTIC
-    _attr_device_class = BinarySensorDeviceClass.UPDATE
-    _attr_translation_key = "firmware"
-
-    # Disabled by default, as this entity is deprecated.
-    _attr_entity_registry_enabled_default = False
-
-    def __init__(self, coordinator: WLEDDataUpdateCoordinator) -> None:
-        """Initialize the button entity."""
-        super().__init__(coordinator=coordinator)
-        self._attr_unique_id = f"{coordinator.data.info.mac_address}_update"
-
-    @property
-    def is_on(self) -> bool:
-        """Return the state of the sensor."""
-        current = self.coordinator.data.info.version
-        beta = self.coordinator.data.info.version_latest_beta
-        stable = self.coordinator.data.info.version_latest_stable
-
-        return current is not None and (
-            (stable is not None and stable > current)
-            or (
-                beta is not None
-                and (current.alpha or current.beta or current.release_candidate)
-                and beta > current
-            )
-        )
diff --git a/tests/components/wled/snapshots/test_binary_sensor.ambr b/tests/components/wled/snapshots/test_binary_sensor.ambr
deleted file mode 100644
index b9a083336d2..00000000000
--- a/tests/components/wled/snapshots/test_binary_sensor.ambr
+++ /dev/null
@@ -1,82 +0,0 @@
-# serializer version: 1
-# name: test_update_available
-  StateSnapshot({
-    'attributes': ReadOnlyDict({
-      'device_class': 'update',
-      'friendly_name': 'WLED RGB Light Firmware',
-    }),
-    'context': <ANY>,
-    'entity_id': 'binary_sensor.wled_rgb_light_firmware',
-    'last_changed': <ANY>,
-    'last_reported': <ANY>,
-    'last_updated': <ANY>,
-    'state': 'on',
-  })
-# ---
-# name: test_update_available.1
-  EntityRegistryEntrySnapshot({
-    'aliases': set({
-    }),
-    'area_id': None,
-    'capabilities': None,
-    'config_entry_id': <ANY>,
-    'device_class': None,
-    'device_id': <ANY>,
-    'disabled_by': None,
-    'domain': 'binary_sensor',
-    'entity_category': <EntityCategory.DIAGNOSTIC: 'diagnostic'>,
-    'entity_id': 'binary_sensor.wled_rgb_light_firmware',
-    'has_entity_name': True,
-    'hidden_by': None,
-    'icon': None,
-    'id': <ANY>,
-    'labels': set({
-    }),
-    'name': None,
-    'options': dict({
-    }),
-    'original_device_class': <BinarySensorDeviceClass.UPDATE: 'update'>,
-    'original_icon': None,
-    'original_name': 'Firmware',
-    'platform': 'wled',
-    'previous_unique_id': None,
-    'supported_features': 0,
-    'translation_key': 'firmware',
-    'unique_id': 'aabbccddeeff_update',
-    'unit_of_measurement': None,
-  })
-# ---
-# name: test_update_available.2
-  DeviceRegistryEntrySnapshot({
-    'area_id': None,
-    'config_entries': <ANY>,
-    'configuration_url': 'http://127.0.0.1',
-    'connections': set({
-      tuple(
-        'mac',
-        'aa:bb:cc:dd:ee:ff',
-      ),
-    }),
-    'disabled_by': None,
-    'entry_type': None,
-    'hw_version': 'esp8266',
-    'id': <ANY>,
-    'identifiers': set({
-      tuple(
-        'wled',
-        'aabbccddeeff',
-      ),
-    }),
-    'is_new': False,
-    'labels': set({
-    }),
-    'manufacturer': 'WLED',
-    'model': 'DIY light',
-    'name': 'WLED RGB Light',
-    'name_by_user': None,
-    'serial_number': None,
-    'suggested_area': None,
-    'sw_version': '0.8.5',
-    'via_device_id': None,
-  })
-# ---
diff --git a/tests/components/wled/test_binary_sensor.py b/tests/components/wled/test_binary_sensor.py
deleted file mode 100644
index aa75b0c6696..00000000000
--- a/tests/components/wled/test_binary_sensor.py
+++ /dev/null
@@ -1,48 +0,0 @@
-"""Tests for the WLED binary sensor platform."""
-
-import pytest
-from syrupy.assertion import SnapshotAssertion
-
-from homeassistant.const import STATE_OFF
-from homeassistant.core import HomeAssistant
-from homeassistant.helpers import device_registry as dr, entity_registry as er
-
-pytestmark = pytest.mark.usefixtures("init_integration")
-
-
-@pytest.mark.usefixtures("entity_registry_enabled_by_default")
-async def test_update_available(
-    hass: HomeAssistant,
-    device_registry: dr.DeviceRegistry,
-    entity_registry: er.EntityRegistry,
-    snapshot: SnapshotAssertion,
-) -> None:
-    """Test the firmware update binary sensor."""
-    assert (state := hass.states.get("binary_sensor.wled_rgb_light_firmware"))
-    assert state == snapshot
-
-    assert (entity_entry := entity_registry.async_get(state.entity_id))
-    assert entity_entry == snapshot
-
-    assert entity_entry.device_id
-    assert (device_entry := device_registry.async_get(entity_entry.device_id))
-    assert device_entry == snapshot
-
-
-@pytest.mark.usefixtures("entity_registry_enabled_by_default")
-@pytest.mark.parametrize("device_fixture", ["rgb_websocket"])
-async def test_no_update_available(hass: HomeAssistant) -> None:
-    """Test the update binary sensor. There is no update available."""
-    assert (state := hass.states.get("binary_sensor.wled_websocket_firmware"))
-    assert state.state == STATE_OFF
-
-
-async def test_disabled_by_default(
-    hass: HomeAssistant, entity_registry: er.EntityRegistry
-) -> None:
-    """Test that the binary update sensor is disabled by default."""
-    assert not hass.states.get("binary_sensor.wled_rgb_light_firmware")
-
-    assert (entry := entity_registry.async_get("binary_sensor.wled_rgb_light_firmware"))
-    assert entry.disabled
-    assert entry.disabled_by is er.RegistryEntryDisabler.INTEGRATION