diff --git a/data/mappings/info_config.hjson b/data/mappings/info_config.hjson
index da255892dc..e53d90da39 100644
--- a/data/mappings/info_config.hjson
+++ b/data/mappings/info_config.hjson
@@ -71,7 +71,6 @@
     "LED_MATRIX_SPLIT": {"info_key": "led_matrix.split_count", "value_type": "array.int"},
     "LED_MATRIX_TIMEOUT": {"info_key": "led_matrix.timeout", "value_type": "int"},
     "LED_MATRIX_VAL_STEP": {"info_key": "led_matrix.val_steps", "value_type": "int"},
-    "LED_MATRIX_LED_COUNT": {"info_key": "led_matrix.led_count", "value_type": "int", "to_json": false},
 
     // LUFA Bootloader
     "QMK_ESC_INPUT": {"info_key": "qmk_lufa_bootloader.esc_input"},
@@ -110,7 +109,6 @@
     "RGB_MATRIX_SPLIT": {"info_key": "rgb_matrix.split_count", "value_type": "array.int"},
     "RGB_MATRIX_TIMEOUT": {"info_key": "rgb_matrix.timeout", "value_type": "int"},
     "RGB_MATRIX_VAL_STEP": {"info_key": "rgb_matrix.val_steps", "value_type": "int"},
-    "RGB_MATRIX_LED_COUNT": {"info_key": "rgb_matrix.led_count", "value_type": "int", "to_json": false},
 
     // RGBLight
     "RGBLED_NUM": {"info_key": "rgblight.led_count", "value_type": "int"},
diff --git a/data/schemas/keyboard.jsonschema b/data/schemas/keyboard.jsonschema
index f196e4467d..ba4a7eec55 100644
--- a/data/schemas/keyboard.jsonschema
+++ b/data/schemas/keyboard.jsonschema
@@ -372,7 +372,6 @@
                     }
                 },
                 "driver": {"type": "string"},
-                "led_count": {"$ref": "qmk.definitions.v1#/unsigned_int"},
                 "center_point": {
                     "type": "array",
                     "minItems": 2,
@@ -424,7 +423,6 @@
                     }
                 },
                 "driver": {"type": "string"},
-                "led_count": {"$ref": "qmk.definitions.v1#/unsigned_int"},
                 "center_point": {
                     "type": "array",
                     "minItems": 2,
diff --git a/lib/python/qmk/info.py b/lib/python/qmk/info.py
index 6628d825ce..dbd26153d8 100644
--- a/lib/python/qmk/info.py
+++ b/lib/python/qmk/info.py
@@ -55,7 +55,7 @@ def _get_key_left_position(key):
     return key['x'] - 0.25 if key.get('h', 1) == 2 and key.get('w', 1) == 1.25 else key['x']
 
 
-def _additional_validation(keyboard, info_data):  # noqa: C901
+def _additional_validation(keyboard, info_data):
     """Non schema checks
     """
     layouts = info_data.get('layouts', {})
@@ -105,14 +105,6 @@ def _additional_validation(keyboard, info_data):  # noqa: C901
             if not decl.get("aliases", []):
                 _log_error(info_data, f'Keycode {decl["key"]} has no short form alias')
 
-    # Ensure LED config is somewhat valid
-    for feature in ['rgb_matrix', 'led_matrix']:
-        if feature in info_data and all(key in info_data[feature] for key in ["layout", "led_count"]):
-            layout_count = len(info_data[feature]["layout"])
-            led_count = info_data[feature]["led_count"]
-            if led_count != layout_count:
-                _log_warning(info_data, '%s: mismatch between LED count (%d) and layout items (%d)' % (feature, led_count, layout_count))
-
 
 def _validate(keyboard, info_data):
     """Perform various validation on the provided info.json data