diff --git a/packages/components/CHANGELOG.md b/packages/components/CHANGELOG.md
index e5290611a93e2..ae1712d35f814 100644
--- a/packages/components/CHANGELOG.md
+++ b/packages/components/CHANGELOG.md
@@ -8,6 +8,8 @@
 
 ### Deprecations
 
+-   `Popover`: the deprecation messages for anchor-related props (`anchorRef`, `anchorRect`, `getAnchorRect`) have been updated ([#45195](https://github.com/WordPress/gutenberg/pull/45195)).
+-   `RadioGroup`: Mark as deprecated, in favor of `RadioControl` and `ToggleGroupControl` ([#45389](https://github.com/WordPress/gutenberg/pull/45389)).
 -   `Popover`: the deprecation messages for anchor-related props (`anchorRef`, `anchorRect`, `getAnchorRect`) have been updated. ([#45195](https://github.com/WordPress/gutenberg/pull/45195)).
 -   `Popover`: The `isAlternate` prop has been replaced with a `variant` prop that can be called with the `'toolbar'` string ([#45137](https://github.com/WordPress/gutenberg/pull/45137)).
 
diff --git a/packages/components/src/index.js b/packages/components/src/index.js
index 28f119c9237ef..dfcc483138a53 100644
--- a/packages/components/src/index.js
+++ b/packages/components/src/index.js
@@ -127,7 +127,7 @@ export { default as PanelRow } from './panel/row';
 export { default as Placeholder } from './placeholder';
 export { default as Popover } from './popover';
 export { default as QueryControls } from './query-controls';
-export { default as __experimentalRadio } from './radio';
+export { default as __experimentalRadio } from './radio-group/radio';
 export { default as __experimentalRadioGroup } from './radio-group';
 export { default as RadioControl } from './radio-control';
 export { default as RangeControl } from './range-control';
diff --git a/packages/components/src/radio-group/README.md b/packages/components/src/radio-group/README.md
index b446ef705e8a0..239205ec428f7 100644
--- a/packages/components/src/radio-group/README.md
+++ b/packages/components/src/radio-group/README.md
@@ -1,5 +1,9 @@
 # RadioGroup
 
+<div class="callout callout-alert">
+This component is deprecated. Consider using `RadioControl` or `ToggleGroupControl` instead.
+</div>
+
 <div class="callout callout-alert">
 This feature is still experimental. “Experimental” means this is an early implementation subject to drastic and breaking changes.
 </div>
diff --git a/packages/components/src/radio-group/index.js b/packages/components/src/radio-group/index.js
index 471734ca421de..a94493c5f2fd8 100644
--- a/packages/components/src/radio-group/index.js
+++ b/packages/components/src/radio-group/index.js
@@ -1,3 +1,5 @@
+// @ts-nocheck
+
 /**
  * External dependencies
  */
@@ -12,7 +14,7 @@ import { forwardRef } from '@wordpress/element';
  * Internal dependencies
  */
 import ButtonGroup from '../button-group';
-import RadioContext from '../radio-context';
+import RadioContext from './radio-context';
 
 function RadioGroup(
 	{ label, checked, defaultChecked, disabled, onChange, ...props },
@@ -43,4 +45,7 @@ function RadioGroup(
 	);
 }
 
+/**
+ * @deprecated Use `RadioControl` or `ToggleGroupControl` instead.
+ */
 export default forwardRef( RadioGroup );
diff --git a/packages/components/src/radio-context/index.js b/packages/components/src/radio-group/radio-context/index.js
similarity index 100%
rename from packages/components/src/radio-context/index.js
rename to packages/components/src/radio-group/radio-context/index.js
diff --git a/packages/components/src/radio/index.js b/packages/components/src/radio-group/radio/index.js
similarity index 84%
rename from packages/components/src/radio/index.js
rename to packages/components/src/radio-group/radio/index.js
index d7bdefbe608c9..446850c421b4c 100644
--- a/packages/components/src/radio/index.js
+++ b/packages/components/src/radio-group/radio/index.js
@@ -1,3 +1,5 @@
+// @ts-nocheck
+
 /**
  * External dependencies
  */
@@ -11,7 +13,7 @@ import { useContext, forwardRef } from '@wordpress/element';
 /**
  * Internal dependencies
  */
-import Button from '../button';
+import Button from '../../button';
 import RadioContext from '../radio-context';
 
 function Radio( { children, value, ...props }, ref ) {
@@ -32,4 +34,7 @@ function Radio( { children, value, ...props }, ref ) {
 	);
 }
 
+/**
+ * @deprecated Use `RadioControl` or `ToggleGroupControl` instead.
+ */
 export default forwardRef( Radio );
diff --git a/packages/components/src/radio-group/stories/index.js b/packages/components/src/radio-group/stories/index.js
index c827c180c7fe2..10fb5dfd02800 100644
--- a/packages/components/src/radio-group/stories/index.js
+++ b/packages/components/src/radio-group/stories/index.js
@@ -6,12 +6,21 @@ import { useState } from '@wordpress/element';
 /**
  * Internal dependencies
  */
-import Radio from '../../radio';
+import Radio from '../radio';
 import RadioGroup from '../';
 
 export default {
-	title: 'Components (Experimental)/RadioGroup',
+	title: 'Components (Deprecated)/RadioGroup',
+	subcomponents: { Radio },
 	component: RadioGroup,
+	parameters: {
+		docs: {
+			description: {
+				component:
+					'This component is deprecated. Use `RadioControl` or `ToggleGroupControl` instead.',
+			},
+		},
+	},
 };
 
 export const _default = () => {
diff --git a/packages/components/src/radio/stories/index.js b/packages/components/src/radio/stories/index.js
deleted file mode 100644
index 622935a76e076..0000000000000
--- a/packages/components/src/radio/stories/index.js
+++ /dev/null
@@ -1,20 +0,0 @@
-/**
- * Internal dependencies
- */
-import RadioGroup from '../../radio-group';
-import Radio from '../';
-
-export default { title: 'Components (Experimental)/Radio', component: Radio };
-
-export const _default = () => {
-	// Radio components must be a descendent of a RadioGroup component.
-	/* eslint-disable no-restricted-syntax */
-	return (
-		// id is required for server side rendering
-		<RadioGroup id="default-radiogroup" label="options">
-			<Radio value="option1">Option 1</Radio>
-			<Radio value="option2">Option 2</Radio>
-		</RadioGroup>
-	);
-	/* eslint-enable no-restricted-syntax */
-};
diff --git a/packages/components/tsconfig.json b/packages/components/tsconfig.json
index 5c103f27ead05..c5d62d9423779 100644
--- a/packages/components/tsconfig.json
+++ b/packages/components/tsconfig.json
@@ -63,8 +63,6 @@
 		"src/palette-edit",
 		"src/panel",
 		"src/query-controls",
-		"src/radio",
-		"src/radio-group",
 		"src/responsive-wrapper",
 		"src/sandbox",
 		"src/snackbar",