diff --git a/homeassistant/components/shelly/sensor.py b/homeassistant/components/shelly/sensor.py
index 824b7264f26efe..a1ff472fdaff0f 100644
--- a/homeassistant/components/shelly/sensor.py
+++ b/homeassistant/components/shelly/sensor.py
@@ -51,7 +51,11 @@
     async_setup_entry_rest,
     async_setup_entry_rpc,
 )
-from .utils import get_device_entry_gen, get_device_uptime
+from .utils import (
+    get_device_entry_gen,
+    get_device_uptime,
+    is_rpc_wifi_stations_disabled,
+)
 
 
 @dataclass(frozen=True)
@@ -907,9 +911,7 @@ class RestSensorDescription(RestEntityDescription, SensorEntityDescription):
         device_class=SensorDeviceClass.SIGNAL_STRENGTH,
         state_class=SensorStateClass.MEASUREMENT,
         entity_registry_enabled_default=False,
-        removal_condition=lambda config, _status, key: (
-            config[key]["sta"]["enable"] is False
-        ),
+        removal_condition=is_rpc_wifi_stations_disabled,
         entity_category=EntityCategory.DIAGNOSTIC,
         use_polling_coordinator=True,
     ),
diff --git a/homeassistant/components/shelly/utils.py b/homeassistant/components/shelly/utils.py
index f5196504fe605c..8d8bb265d89fa8 100644
--- a/homeassistant/components/shelly/utils.py
+++ b/homeassistant/components/shelly/utils.py
@@ -447,3 +447,13 @@ def async_create_issue_unsupported_firmware(
             "ip_address": entry.data["host"],
         },
     )
+
+
+def is_rpc_wifi_stations_disabled(
+    config: dict[str, Any], _status: dict[str, Any], key: str
+) -> bool:
+    """Return true if rpc all WiFi stations are disabled."""
+    if config[key]["sta"]["enable"] is True or config[key]["sta1"]["enable"] is True:
+        return False
+
+    return True
diff --git a/tests/components/shelly/conftest.py b/tests/components/shelly/conftest.py
index 45e1e551b23db4..3e6ec6758cd1aa 100644
--- a/tests/components/shelly/conftest.py
+++ b/tests/components/shelly/conftest.py
@@ -179,7 +179,7 @@ def mock_white_light_set_state(
         "ui_data": {},
         "device": {"name": "Test name"},
     },
-    "wifi": {"sta": {"enable": True}},
+    "wifi": {"sta": {"enable": True}, "sta1": {"enable": False}},
 }
 
 MOCK_SHELLY_COAP = {
diff --git a/tests/components/shelly/test_sensor.py b/tests/components/shelly/test_sensor.py
index 4f93b29855758c..0d8625f7e72213 100644
--- a/tests/components/shelly/test_sensor.py
+++ b/tests/components/shelly/test_sensor.py
@@ -1,4 +1,6 @@
 """Tests for Shelly sensor platform."""
+from unittest.mock import Mock
+
 from freezegun.api import FrozenDateTimeFactory
 import pytest
 
@@ -27,6 +29,7 @@
 from homeassistant.setup import async_setup_component
 
 from . import (
+    get_entity_state,
     init_integration,
     mock_polling_rpc_update,
     mock_rest_update,
@@ -323,6 +326,32 @@ async def test_rpc_sensor(hass: HomeAssistant, mock_rpc_device, monkeypatch) ->
     assert hass.states.get(entity_id).state == STATE_UNKNOWN
 
 
+async def test_rpc_rssi_sensor_removal(
+    hass: HomeAssistant,
+    mock_rpc_device: Mock,
+    monkeypatch: pytest.MonkeyPatch,
+    entity_registry_enabled_by_default: None,
+) -> None:
+    """Test RPC RSSI sensor removal if no WiFi stations enabled."""
+    entity_id = f"{SENSOR_DOMAIN}.test_name_rssi"
+    entry = await init_integration(hass, 2)
+
+    # WiFi1 enabled, do not remove sensor
+    assert get_entity_state(hass, entity_id) == "-63"
+
+    # WiFi1 & WiFi2 disabled - remove sensor
+    monkeypatch.setitem(mock_rpc_device.config["wifi"]["sta"], "enable", False)
+    await hass.config_entries.async_reload(entry.entry_id)
+    await hass.async_block_till_done()
+    assert hass.states.get(entity_id) is None
+
+    # WiFi2 enabled, do not remove sensor
+    monkeypatch.setitem(mock_rpc_device.config["wifi"]["sta1"], "enable", True)
+    await hass.config_entries.async_reload(entry.entry_id)
+    await hass.async_block_till_done()
+    assert get_entity_state(hass, entity_id) == "-63"
+
+
 async def test_rpc_illuminance_sensor(
     hass: HomeAssistant, mock_rpc_device, entity_registry, monkeypatch
 ) -> None: