diff --git a/homeassistant/components/climate/reproduce_state.py b/homeassistant/components/climate/reproduce_state.py
index d38e243cb62..e0e8022561b 100644
--- a/homeassistant/components/climate/reproduce_state.py
+++ b/homeassistant/components/climate/reproduce_state.py
@@ -57,9 +57,9 @@ async def _async_reproduce_states(
         await call_service(SERVICE_SET_HVAC_MODE, [], {ATTR_HVAC_MODE: state.state})
 
     if (
-        (ATTR_TEMPERATURE in state.attributes)
-        or (ATTR_TARGET_TEMP_HIGH in state.attributes)
-        or (ATTR_TARGET_TEMP_LOW in state.attributes)
+        (ATTR_TEMPERATURE in state.attributes and state.attributes[ATTR_TEMPERATURE] is not None)
+        or (ATTR_TARGET_TEMP_HIGH in state.attributes and state.attributes[ATTR_TARGET_TEMP_HIGH] is not None)
+        or (ATTR_TARGET_TEMP_LOW in state.attributes and state.attributes[ATTR_TARGET_TEMP_LOW] is not None)
     ):
         await call_service(
             SERVICE_SET_TEMPERATURE,
diff --git a/tests/components/climate/test_reproduce_state.py b/tests/components/climate/test_reproduce_state.py
index 3bc91467f14..b9e152f84d1 100644
--- a/tests/components/climate/test_reproduce_state.py
+++ b/tests/components/climate/test_reproduce_state.py
@@ -192,3 +192,33 @@ async def test_attribute_partial_high_low_temperature(hass: HomeAssistant) -> No
         ATTR_TARGET_TEMP_HIGH: 30.1,
         ATTR_TARGET_TEMP_LOW: 20.2,
     }
+
+
+async def test_all_temperature_attributes_none(hass: HomeAssistant) -> None:
+    """Test that set_temperature service is not called when all temperature attributes are None."""
+    calls_temp = async_mock_service(hass, DOMAIN, SERVICE_SET_TEMPERATURE)
+    calls_hvac = async_mock_service(hass, DOMAIN, SERVICE_SET_HVAC_MODE)
+
+    await async_reproduce_states(
+        hass,
+        [
+            State(
+                ENTITY_1,
+                HVACMode.OFF,
+                {
+                    ATTR_TEMPERATURE: None,
+                    ATTR_TARGET_TEMP_HIGH: None,
+                    ATTR_TARGET_TEMP_LOW: None,
+                },
+            )
+        ],
+    )
+
+    await hass.async_block_till_done()
+
+    # Should call set_hvac_mode with OFF but not call set_temperature
+    assert len(calls_hvac) == 1
+    assert calls_hvac[0].data == {"entity_id": ENTITY_1, "hvac_mode": HVACMode.OFF}
+    
+    # Should NOT call set_temperature when all temperature attributes are None
+    assert len(calls_temp) == 0