diff --git a/packages/components/CHANGELOG.md b/packages/components/CHANGELOG.md
index dd3dce8eadf84..e18625b12ab76 100644
--- a/packages/components/CHANGELOG.md
+++ b/packages/components/CHANGELOG.md
@@ -20,6 +20,7 @@
 -   `Button`: Stabilize `__experimentalIsFocusable` prop as `accessibleWhenDisabled` ([#62282](https://github.com/WordPress/gutenberg/pull/62282)).
 -   `ToolbarButton`: Always keep focusable when disabled ([#63102](https://github.com/WordPress/gutenberg/pull/63102)).
 -   `ProgressBar`: Fix indeterminate RTL support. ([#63129](https://github.com/WordPress/gutenberg/pull/63129)).
+-   `RangeControl`: Fix RTL support for custom marks ([#63198](https://github.com/WordPress/gutenberg/pull/63198)).
 
 ### Internal
 
diff --git a/packages/components/src/range-control/styles/range-control-styles.ts b/packages/components/src/range-control/styles/range-control-styles.ts
index e00003a47568e..89f4864aee2ea 100644
--- a/packages/components/src/range-control/styles/range-control-styles.ts
+++ b/packages/components/src/range-control/styles/range-control-styles.ts
@@ -168,13 +168,17 @@ const markLabelFill = ( { isFilled }: RangeMarkProps ) => {
 
 export const MarkLabel = styled.span`
 	color: ${ COLORS.gray[ 300 ] };
-	left: 0;
 	font-size: 11px;
 	position: absolute;
 	top: 12px;
-	transform: translateX( -50% );
 	white-space: nowrap;
 
+	${ rtl( { left: 0 } ) };
+	${ rtl(
+		{ transform: 'translateX( -50% )' },
+		{ transform: 'translateX( 50% )' }
+	) };
+
 	${ markLabelFill };
 `;