diff --git a/src/mathui.js b/src/mathui.js
index 90ec46437..4dfe0b895 100644
--- a/src/mathui.js
+++ b/src/mathui.js
@@ -2,6 +2,7 @@ import Plugin from '@ckeditor/ckeditor5-core/src/plugin';
 import ClickObserver from '@ckeditor/ckeditor5-engine/src/view/observer/clickobserver';
 import ContextualBalloon from '@ckeditor/ckeditor5-ui/src/panel/balloon/contextualballoon';
 import clickOutsideHandler from '@ckeditor/ckeditor5-ui/src/bindings/clickoutsidehandler';
+import uid from '@ckeditor/ckeditor5-utils/src/uid';
 
 import ButtonView from '@ckeditor/ckeditor5-ui/src/button/buttonview';
 import MainFormView from './ui/mainformview';
@@ -27,6 +28,8 @@ export default class MathUI extends Plugin {
 		const editor = this.editor;
 		editor.editing.view.addObserver( ClickObserver );
 
+		this._previewUid = `math-preview-${ uid() }`;
+
 		this._form = this._createFormView();
 
 		this._balloon = editor.plugins.get( ContextualBalloon );
@@ -61,7 +64,7 @@ export default class MathUI extends Plugin {
 
 		const mathConfig = Object.assign( defaultConfig, this.editor.config.get( 'math' ) );
 
-		const formView = new MainFormView( editor.locale, mathConfig.engine, mathConfig.enablePreview );
+		const formView = new MainFormView( editor.locale, mathConfig.engine, mathConfig.enablePreview, this._previewUid );
 
 		formView.mathInputView.bind( 'value' ).to( mathCommand, 'value' );
 		formView.displayButtonView.bind( 'isOn' ).to( mathCommand, 'display' );
@@ -104,8 +107,7 @@ export default class MathUI extends Plugin {
 		}
 
 		// Show preview element
-		const elId = 'math-preview';
-		let prewviewEl = document.getElementById( elId ); // eslint-disable-line
+		let prewviewEl = document.getElementById( this._previewUid ); // eslint-disable-line
 		if ( prewviewEl && this._form.previewEnabled ) {
 			// Force refresh preview
 			this._form.mathView.updateMath();
@@ -147,8 +149,7 @@ export default class MathUI extends Plugin {
 			this._balloon.remove( this._form );
 
 			// Hide preview element
-			const elId = 'math-preview';
-			let prewviewEl = document.getElementById( elId );// eslint-disable-line
+			let prewviewEl = document.getElementById( this._previewUid );// eslint-disable-line
 			if ( prewviewEl ) {
 				prewviewEl.style.display = 'none';
 			}
diff --git a/src/ui/mainformview.js b/src/ui/mainformview.js
index 510067567..feb457a70 100644
--- a/src/ui/mainformview.js
+++ b/src/ui/mainformview.js
@@ -22,7 +22,7 @@ import MathView from './mathview';
 import '../../theme/mathform.css';
 
 export default class MainFormView extends View {
-	constructor( locale, engine, previewEnabled ) {
+	constructor( locale, engine, previewEnabled, previewUid ) {
 		super( locale );
 
 		const t = locale.t;
@@ -52,7 +52,7 @@ export default class MainFormView extends View {
 			this.previewLabel.text = t( 'Equation preview' );
 
 			// Math element
-			this.mathView = new MathView( engine, locale );
+			this.mathView = new MathView( engine, locale, previewUid );
 			this.mathView.bind( 'display' ).to( this.displayButtonView, 'isOn' );
 
 			children = [
diff --git a/src/ui/mathview.js b/src/ui/mathview.js
index 063b05004..81e78b03b 100644
--- a/src/ui/mathview.js
+++ b/src/ui/mathview.js
@@ -3,10 +3,11 @@ import View from '@ckeditor/ckeditor5-ui/src/view';
 import { renderEquation } from '../utils';
 
 export default class MathView extends View {
-	constructor( engine, locale ) {
+	constructor( engine, locale, previewUid ) {
 		super( locale );
 
 		this.engine = engine;
+		this.previewUid = previewUid;
 
 		this.set( 'value', '' );
 		this.set( 'display', false );
@@ -29,7 +30,7 @@ export default class MathView extends View {
 	}
 
 	updateMath() {
-		renderEquation( this.value, this.element, this.engine, this.display, true );
+		renderEquation( this.value, this.element, this.engine, this.display, true, this.previewUid );
 	}
 
 	render() {
diff --git a/src/utils.js b/src/utils.js
index 51f504d78..f748d1c8c 100644
--- a/src/utils.js
+++ b/src/utils.js
@@ -15,10 +15,37 @@ export function getSelectedMathModelWidget( selection ) {
 	return null;
 }
 
-export function renderEquation( equation, element, engine = 'katex', display = false, preview = false ) {
+// Simple MathJax 3 version check
+export function isMathJaxVersion3( version ) {
+	return version && typeof version === 'string' && version.split( '.' ).length === 3 && version.split( '.' )[ 0 ] === '3';
+}
+
+// Check if equation has delimiters
+export function hasDelimiters( text ) {
+	return text.match( /^(\\\[.*?\\\]|\\\(.*?\\\))$/ );
+}
+
+// Extract delimiters and figure display mode for the model
+export function extractDelimiters( equation ) {
+	equation = equation.trim();
+
+	// Remove delimiters (e.g. \( \) or \[ \])
+	const hasInlineDelimiters = equation.includes( '\\(' ) && equation.includes( '\\)' );
+	const hasDisplayDelimiters = equation.includes( '\\[' ) && equation.includes( '\\]' );
+	if ( hasInlineDelimiters || hasDisplayDelimiters ) {
+		equation = equation.substring( 2, equation.length - 2 ).trim();
+	}
+
+	return {
+		equation,
+		display: hasDisplayDelimiters
+	};
+}
+
+export function renderEquation( equation, element, engine = 'katex', display = false, preview = false, previewUid ) {
 	if ( engine === 'mathjax' && typeof MathJax !== 'undefined' ) {
 		if ( isMathJaxVersion3( MathJax.version ) ) {
-			selectRenderMode( element, preview, el => {
+			selectRenderMode( element, preview, previewUid, el => {
 				renderMathJax3( equation, el, display, () => {
 					if ( preview ) {
 						el.style.display = 'block';
@@ -27,7 +54,7 @@ export function renderEquation( equation, element, engine = 'katex', display = f
 				} );
 			} );
 		} else {
-			selectRenderMode( element, preview, el => {
+			selectRenderMode( element, preview, previewUid, el => {
 				// Fixme: MathJax typesetting cause occasionally math processing error without asynchronous call
 				// eslint-disable-next-line
 				setTimeout( () => {
@@ -45,7 +72,7 @@ export function renderEquation( equation, element, engine = 'katex', display = f
 			} );
 		}
 	} else if ( engine === 'katex' && typeof katex !== 'undefined' ) {
-		selectRenderMode( element, preview, el => {
+		selectRenderMode( element, preview, previewUid, el => {
 			katex.render( equation, el, {
 				throwOnError: false,
 				displayMode: display
@@ -64,9 +91,9 @@ export function renderEquation( equation, element, engine = 'katex', display = f
 	}
 }
 
-function selectRenderMode( element, preview, cb ) {
+function selectRenderMode( element, preview, previewUid, cb ) {
 	if ( preview ) {
-		createPreviewElement( element, prewviewEl => {
+		createPreviewElement( element, previewUid, prewviewEl => {
 			cb( prewviewEl );
 		} );
 	} else {
@@ -102,17 +129,17 @@ function renderMathJax2( equation, element, display ) {
 	MathJax.Hub.Queue( [ 'Typeset', MathJax.Hub, element ] ); // eslint-disable-line
 }
 
-function createPreviewElement( element, render ) {
-	const prewviewEl = getPreviewElement( element );
+function createPreviewElement( element, previewUid, render ) {
+	const prewviewEl = getPreviewElement( element, previewUid );
 	render( prewviewEl );
 }
 
-export function getPreviewElement( element ) {
-	const elId = 'math-preview';
-	let prewviewEl = document.getElementById( elId ); // eslint-disable-line
+function getPreviewElement( element, previewUid ) {
+	let prewviewEl = document.getElementById( previewUid ); // eslint-disable-line
+	// Create if not found
 	if ( !prewviewEl ) {
 		prewviewEl = document.createElement( 'div' ); // eslint-disable-line
-		prewviewEl.setAttribute( 'id', elId );
+		prewviewEl.setAttribute( 'id', previewUid );
 		document.body.appendChild( prewviewEl ); // eslint-disable-line
 
 		let ticking = false;
@@ -156,30 +183,3 @@ function moveElement( parent, child ) {
 	child.style.zIndex = 'var(--ck-z-modal)';
 	child.style.pointerEvents = 'none';
 }
-
-// Simple MathJax 3 version check
-export function isMathJaxVersion3( version ) {
-	return version && typeof version === 'string' && version.split( '.' ).length === 3 && version.split( '.' )[ 0 ] === '3';
-}
-
-// Check if equation has delimiters
-export function hasDelimiters( text ) {
-	return text.match( /^(\\\[.*?\\\]|\\\(.*?\\\))$/ );
-}
-
-// Extract delimiters and figure display mode for the model
-export function extractDelimiters( equation ) {
-	equation = equation.trim();
-
-	// Remove delimiters (e.g. \( \) or \[ \])
-	const hasInlineDelimiters = equation.includes( '\\(' ) && equation.includes( '\\)' );
-	const hasDisplayDelimiters = equation.includes( '\\[' ) && equation.includes( '\\]' );
-	if ( hasInlineDelimiters || hasDisplayDelimiters ) {
-		equation = equation.substring( 2, equation.length - 2 ).trim();
-	}
-
-	return {
-		equation,
-		display: hasDisplayDelimiters
-	};
-}