diff --git a/modules/text_server_adv/text_server_adv.cpp b/modules/text_server_adv/text_server_adv.cpp
index ebb17965f8e..e3ae9861c00 100644
--- a/modules/text_server_adv/text_server_adv.cpp
+++ b/modules/text_server_adv/text_server_adv.cpp
@@ -1830,6 +1830,18 @@ bool TextServerAdvanced::_ensure_cache_for_size(FontAdvanced *p_font_data, const
 			p_font_data->face_init = true;
 		}
 
+#if defined(MACOS_ENABLED) || defined(IOS_ENABLED)
+		if (p_font_data->font_name == ".Apple Color Emoji UI" || p_font_data->font_name == "Apple Color Emoji") {
+			// The baseline offset is missing from the Apple Color Emoji UI font data, so add it manually.
+			// This issue doesn't occur with other system emoji fonts.
+			if (!FT_Load_Glyph(fd->face, FT_Get_Char_Index(fd->face, 0x1F92E), FT_LOAD_DEFAULT | FT_LOAD_COLOR)) {
+				if (fd->face->glyph->metrics.horiBearingY == fd->face->glyph->metrics.height) {
+					p_font_data->baseline_offset = 0.15;
+				}
+			}
+		}
+#endif
+
 		// Write variations.
 		if (fd->face->face_flags & FT_FACE_FLAG_MULTIPLE_MASTERS) {
 			FT_MM_Var *amaster;
diff --git a/modules/text_server_fb/text_server_fb.cpp b/modules/text_server_fb/text_server_fb.cpp
index 2310bf24b0f..6e6ca199c8c 100644
--- a/modules/text_server_fb/text_server_fb.cpp
+++ b/modules/text_server_fb/text_server_fb.cpp
@@ -968,6 +968,18 @@ bool TextServerFallback::_ensure_cache_for_size(FontFallback *p_font_data, const
 			p_font_data->face_init = true;
 		}
 
+#if defined(MACOS_ENABLED) || defined(IOS_ENABLED)
+		if (p_font_data->font_name == ".Apple Color Emoji UI" || p_font_data->font_name == "Apple Color Emoji") {
+			// The baseline offset is missing from the Apple Color Emoji UI font data, so add it manually.
+			// This issue doesn't occur with other system emoji fonts.
+			if (!FT_Load_Glyph(fd->face, FT_Get_Char_Index(fd->face, 0x1F92E), FT_LOAD_DEFAULT | FT_LOAD_COLOR)) {
+				if (fd->face->glyph->metrics.horiBearingY == fd->face->glyph->metrics.height) {
+					p_font_data->baseline_offset = 0.15;
+				}
+			}
+		}
+#endif
+
 		// Write variations.
 		if (fd->face->face_flags & FT_FACE_FLAG_MULTIPLE_MASTERS) {
 			FT_MM_Var *amaster;