diff --git a/esphome/packages/platform/esp32.yaml b/esphome/packages/platform/esp32.yaml
index 8a67282a..78a88623 100644
--- a/esphome/packages/platform/esp32.yaml
+++ b/esphome/packages/platform/esp32.yaml
@@ -1,7 +1,5 @@
 ---
 substitutions:
-  wifi_enable_btm: 'true'
-  wifi_enable_rrm: 'true'
   wifi_power_save_mode: 'light'
 
 esp32:
diff --git a/esphome/packages/wifi.yaml b/esphome/packages/wifi.yaml
index 9d65667b..c53df2eb 100644
--- a/esphome/packages/wifi.yaml
+++ b/esphome/packages/wifi.yaml
@@ -1,15 +1,4 @@
 ---
-substitutions:
-  wifi_enable_btm: 'false'
-  wifi_enable_rrm: 'false'
-  wifi_power_save_mode: 'none'
-
-# TODO: Remove this after esphome/esphome#5145 is merged.
-external_components:
-  - source: 'github://pr#5145'
-    components:
-      - 'wifi'
-
 wifi:
   networks:
     - ssid: !secret 'wifi.ssid'
@@ -18,7 +7,5 @@ wifi:
   ap:
     password: !secret 'wifi.ap.password'
   power_save_mode: '${wifi_power_save_mode}'
-  enable_btm: '${wifi_enable_btm}'
-  enable_rrm: '${wifi_enable_rrm}'
 
 captive_portal: {}