diff --git a/esphome/components/button/button.cpp b/esphome/components/button/button.cpp
index 4c4cb7740c..63d71dcb8a 100644
--- a/esphome/components/button/button.cpp
+++ b/esphome/components/button/button.cpp
@@ -6,6 +6,19 @@ namespace button {
 
 static const char *const TAG = "button";
 
+// Function implementation of LOG_BUTTON macro to reduce code size
+void log_button(const char *tag, const char *prefix, const char *type, Button *obj) {
+  if (obj == nullptr) {
+    return;
+  }
+
+  ESP_LOGCONFIG(tag, "%s%s '%s'", prefix, type, obj->get_name().c_str());
+
+  if (!obj->get_icon().empty()) {
+    ESP_LOGCONFIG(tag, "%s  Icon: '%s'", prefix, obj->get_icon().c_str());
+  }
+}
+
 void Button::press() {
   ESP_LOGD(TAG, "'%s' Pressed.", this->get_name().c_str());
   this->press_action();
diff --git a/esphome/components/button/button.h b/esphome/components/button/button.h
index 9488eca221..75b76f9dcf 100644
--- a/esphome/components/button/button.h
+++ b/esphome/components/button/button.h
@@ -7,13 +7,10 @@
 namespace esphome {
 namespace button {
 
-#define LOG_BUTTON(prefix, type, obj) \
-  if ((obj) != nullptr) { \
-    ESP_LOGCONFIG(TAG, "%s%s '%s'", prefix, LOG_STR_LITERAL(type), (obj)->get_name().c_str()); \
-    if (!(obj)->get_icon().empty()) { \
-      ESP_LOGCONFIG(TAG, "%s  Icon: '%s'", prefix, (obj)->get_icon().c_str()); \
-    } \
-  }
+class Button;
+void log_button(const char *tag, const char *prefix, const char *type, Button *obj);
+
+#define LOG_BUTTON(prefix, type, obj) log_button(TAG, prefix, LOG_STR_LITERAL(type), obj)
 
 #define SUB_BUTTON(name) \
  protected: \