diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 61f146ed880f..494ba5b214af 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -102,7 +102,7 @@ repos:
         pass_filenames: false
         language: script
         types: [text]
-        files: ^(homeassistant/.+/(icons|manifest|strings)\.json|homeassistant/.+/(conditions|quality_scale|services|triggers)\.yaml|homeassistant/brands/.*\.json|script/hassfest/(?!metadata|mypy_config).+\.py|requirements.+\.txt)$
+        files: ^(homeassistant/.+/(icons|manifest|strings)\.json|homeassistant/.+/(conditions|quality_scale|services|triggers)\.yaml|homeassistant/brands/.*\.json|script/hassfest/(?!metadata|mypy_config).+\.py|homeassistant/components/sensor/const\.py|requirements.+\.txt)$
       - id: hassfest-metadata
         name: hassfest-metadata
         entry: script/run-in-env.sh python3 -m script.hassfest -p metadata,docker
diff --git a/homeassistant/generated/sensor.json b/homeassistant/generated/sensor.json
new file mode 100644
index 000000000000..dec0d0499eb5
--- /dev/null
+++ b/homeassistant/generated/sensor.json
@@ -0,0 +1,61 @@
+{
+  "numeric_device_classes": [
+    "absolute_humidity",
+    "apparent_power",
+    "aqi",
+    "area",
+    "atmospheric_pressure",
+    "battery",
+    "blood_glucose_concentration",
+    "carbon_dioxide",
+    "carbon_monoxide",
+    "conductivity",
+    "current",
+    "data_rate",
+    "data_size",
+    "distance",
+    "duration",
+    "energy",
+    "energy_distance",
+    "energy_storage",
+    "frequency",
+    "gas",
+    "humidity",
+    "illuminance",
+    "irradiance",
+    "moisture",
+    "monetary",
+    "nitrogen_dioxide",
+    "nitrogen_monoxide",
+    "nitrous_oxide",
+    "ozone",
+    "ph",
+    "pm1",
+    "pm10",
+    "pm25",
+    "pm4",
+    "power",
+    "power_factor",
+    "precipitation",
+    "precipitation_intensity",
+    "pressure",
+    "reactive_energy",
+    "reactive_power",
+    "signal_strength",
+    "sound_pressure",
+    "speed",
+    "sulphur_dioxide",
+    "temperature",
+    "temperature_delta",
+    "volatile_organic_compounds",
+    "volatile_organic_compounds_parts",
+    "voltage",
+    "volume",
+    "volume_flow_rate",
+    "volume_storage",
+    "water",
+    "weight",
+    "wind_direction",
+    "wind_speed"
+  ]
+}
diff --git a/script/hassfest/__main__.py b/script/hassfest/__main__.py
index bb3de97bb8c4..4601f15defec 100644
--- a/script/hassfest/__main__.py
+++ b/script/hassfest/__main__.py
@@ -29,6 +29,7 @@ from . import (
     mypy_config,
     quality_scale,
     requirements,
+    sensor,
     services,
     ssdp,
     translations,
@@ -69,6 +70,7 @@ HASS_PLUGINS = [
     mdi_icons,
     mypy_config,
     metadata,
+    sensor,
 ]
 
 ALL_PLUGIN_NAMES = [
diff --git a/script/hassfest/sensor.py b/script/hassfest/sensor.py
new file mode 100644
index 000000000000..7f9d8970dc2f
--- /dev/null
+++ b/script/hassfest/sensor.py
@@ -0,0 +1,40 @@
+"""Generate the sensor.json file."""
+
+import json
+
+from homeassistant.components.sensor.const import (
+    NON_NUMERIC_DEVICE_CLASSES,
+    SensorDeviceClass,
+)
+
+from .model import Config, Integration
+
+PATH = "homeassistant/generated/sensor.json"
+
+
+def _generate() -> str:
+    """Generate the sensor data."""
+    numeric_device_classes = sorted(
+        device_class.value
+        for device_class in set(SensorDeviceClass) - NON_NUMERIC_DEVICE_CLASSES
+    )
+    return json.dumps({"numeric_device_classes": numeric_device_classes}, indent=2)
+
+
+def validate(integrations: dict[str, Integration], config: Config) -> None:
+    """Validate sensor.json."""
+    path = config.root / PATH
+    config.cache["sensor"] = content = _generate()
+
+    if path.read_text() != content + "\n":
+        config.add_error(
+            "sensor",
+            "File sensor.json is not up to date. Run python3 -m script.hassfest",
+            fixable=True,
+        )
+
+
+def generate(integrations: dict[str, Integration], config: Config) -> None:
+    """Generate sensor.json."""
+    path = config.root / PATH
+    path.write_text(f"{config.cache['sensor']}\n")