diff --git a/homeassistant/components/teslemetry/cover.py b/homeassistant/components/teslemetry/cover.py
index b667229f856a..b4c2a3aca334 100644
--- a/homeassistant/components/teslemetry/cover.py
+++ b/homeassistant/components/teslemetry/cover.py
@@ -1,7 +1,8 @@
 """Cover platform for Teslemetry integration."""
 
+from dataclasses import asdict, dataclass
 from itertools import chain
-from typing import Any, override
+from typing import Any, Self, override
 
 from tesla_fleet_api import firmware_at_least
 from tesla_fleet_api.const import (
@@ -23,7 +24,7 @@ from homeassistant.components.cover import (
 )
 from homeassistant.core import HomeAssistant
 from homeassistant.helpers.entity_platform import AddConfigEntryEntitiesCallback
-from homeassistant.helpers.restore_state import RestoreEntity
+from homeassistant.helpers.restore_state import ExtraStoredData, RestoreEntity
 
 from . import TeslemetryConfigEntry
 from .entity import (
@@ -175,6 +176,26 @@ class TeslemetryVehiclePollingWindowEntity(
             self._attr_is_closed = True
 
 
+@dataclass
+class TeslemetryWindowsExtraStoredData(ExtraStoredData):
+    """Per-window closed flags stored with the windows cover state."""
+
+    fd: bool | None
+    fp: bool | None
+    rd: bool | None
+    rp: bool | None
+
+    @override
+    def as_dict(self) -> dict[str, Any]:
+        """Return a dict representation of the window flags."""
+        return asdict(self)
+
+    @classmethod
+    def from_dict(cls, restored: dict[str, Any]) -> Self:
+        """Initialize the window flags from a dict."""
+        return cls(restored["fd"], restored["fp"], restored["rd"], restored["rp"])
+
+
 class TeslemetryStreamingWindowEntity(
     TeslemetryVehicleStreamEntity, TeslemetryWindowEntity, CoverRestoreEntity
 ):
@@ -200,6 +221,15 @@ class TeslemetryStreamingWindowEntity(
     async def async_added_to_hass(self) -> None:
         """When entity is added to hass."""
         await super().async_added_to_hass()
+        if (extra_data := await self.async_get_last_extra_data()) is not None:
+            windows = TeslemetryWindowsExtraStoredData.from_dict(extra_data.as_dict())
+            self.fd = windows.fd
+            self.fp = windows.fp
+            self.rd = windows.rd
+            self.rp = windows.rp
+        elif self._attr_is_closed:
+            # Without stored flags, closed still means every window was closed
+            self.fd = self.fp = self.rd = self.rp = True
         self.async_on_remove(
             self.stream.async_add_listener(
                 self._handle_stream_update,
@@ -218,6 +248,12 @@ class TeslemetryStreamingWindowEntity(
                 f"Adding field {signal} to {self.vehicle.vin}",
             )
 
+    @property
+    @override
+    def extra_restore_state_data(self) -> TeslemetryWindowsExtraStoredData:
+        """Return the per-window flags to restore."""
+        return TeslemetryWindowsExtraStoredData(self.fd, self.fp, self.rd, self.rp)
+
     def _handle_stream_update(self, data: dict[str, Any]) -> None:
         """Update the entity attributes."""
 
diff --git a/tests/components/teslemetry/test_cover.py b/tests/components/teslemetry/test_cover.py
index 6232a628dd9c..9a36faaa9d9f 100644
--- a/tests/components/teslemetry/test_cover.py
+++ b/tests/components/teslemetry/test_cover.py
@@ -17,10 +17,11 @@ from homeassistant.components.cover import (
     SERVICE_STOP_COVER,
     CoverState,
 )
-from homeassistant.const import ATTR_ENTITY_ID, Platform
-from homeassistant.core import HomeAssistant
+from homeassistant.const import ATTR_ENTITY_ID, STATE_UNKNOWN, Platform
+from homeassistant.core import HomeAssistant, State
 from homeassistant.exceptions import HomeAssistantError
 from homeassistant.helpers import entity_registry as er
+from homeassistant.helpers.restore_state import async_get as async_get_restore_state
 
 from . import assert_entities, setup_platform
 from .const import (
@@ -36,6 +37,10 @@ from .const import (
     VEHICLE_DATA_NONE,
 )
 
+from tests.common import mock_restore_cache_with_extra_data
+
+WINDOWS_ENTITY_ID = "cover.test_windows"
+
 
 @pytest.mark.usefixtures("entity_registry_enabled_by_default")
 async def test_cover(
@@ -572,3 +577,77 @@ async def test_cover_streaming(
     assert hass.states.get("cover.test_charge_port_door").state == "unknown"
     assert hass.states.get("cover.test_frunk").state == "unknown"
     assert hass.states.get("cover.test_trunk").state == "unknown"
+
+
+@pytest.mark.parametrize(
+    ("restored_state", "extra_data", "expected_state", "expected_extra_data"),
+    [
+        pytest.param(
+            CoverState.CLOSED,
+            {"fd": True, "fp": True, "rd": True, "rp": True},
+            CoverState.CLOSED,
+            {"fd": True, "fp": True, "rd": True, "rp": True},
+            id="closed",
+        ),
+        pytest.param(
+            CoverState.OPEN,
+            {"fd": False, "fp": True, "rd": True, "rp": True},
+            CoverState.CLOSED,
+            {"fd": True, "fp": True, "rd": True, "rp": True},
+            id="open_window_closes",
+        ),
+        pytest.param(
+            CoverState.OPEN,
+            {"fd": False, "fp": False, "rd": True, "rp": True},
+            CoverState.OPEN,
+            {"fd": True, "fp": False, "rd": True, "rp": True},
+            id="other_window_still_open",
+        ),
+        pytest.param(
+            CoverState.CLOSED,
+            None,
+            CoverState.CLOSED,
+            {"fd": True, "fp": True, "rd": True, "rp": True},
+            id="no_extra_data_closed",
+        ),
+        pytest.param(
+            CoverState.OPEN,
+            None,
+            STATE_UNKNOWN,
+            {"fd": True, "fp": None, "rd": None, "rp": None},
+            id="no_extra_data_open",
+        ),
+    ],
+)
+async def test_cover_streaming_windows_restore(
+    hass: HomeAssistant,
+    mock_add_listener: AsyncMock,
+    restored_state: CoverState,
+    extra_data: dict[str, bool] | None,
+    expected_state: str,
+    expected_extra_data: dict[str, bool | None],
+) -> None:
+    """Tests the windows cover restores its per-window state."""
+
+    mock_restore_cache_with_extra_data(
+        hass, ((State(WINDOWS_ENTITY_ID, restored_state), extra_data),)
+    )
+
+    await setup_platform(hass, [Platform.COVER])
+    assert hass.states.get(WINDOWS_ENTITY_ID).state == restored_state
+
+    mock_add_listener.send(
+        {
+            "vin": VEHICLE_DATA_ALT["response"]["vin"],
+            "data": {Signal.FD_WINDOW: "WindowStateClosed"},
+            "createdAt": "2024-10-04T10:45:17.537Z",
+        }
+    )
+    await hass.async_block_till_done()
+
+    assert hass.states.get(WINDOWS_ENTITY_ID).state == expected_state
+    stored_states = {
+        stored.state.entity_id: stored
+        for stored in async_get_restore_state(hass).async_get_stored_states()
+    }
+    assert stored_states[WINDOWS_ENTITY_ID].extra_data.as_dict() == expected_extra_data