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January 5, 20267 min readReplay vs Cursor

Replay vs Cursor for responsive UI: Which AI creates better layouts from video analysis?

R
Replay Team
Developer Advocates

TL;DR: Replay leverages video analysis and behavior-driven reconstruction to generate more accurate and responsive UI layouts compared to Cursor's screenshot-based approach.

Replay vs Cursor for Responsive UI: The Video Analysis Advantage#

The promise of AI-powered code generation is tantalizing: describe what you want, and the AI builds it for you. Tools like Cursor and Replay are pushing the boundaries of this technology, but they approach the problem from fundamentally different angles. Cursor, like many similar tools, relies on screenshot analysis to understand UI structure. Replay, on the other hand, uses video analysis to capture user behavior and intent, resulting in more robust and responsive UI layouts. This article delves into the technical differences and demonstrates why video-driven reconstruction offers a significant advantage.

The Problem with Screenshot-to-Code#

Screenshot-to-code tools face inherent limitations. They only see a static snapshot, missing crucial information about user interactions, animations, and dynamic content updates. This leads to several problems:

  • Lack of Context: A screenshot doesn't reveal the underlying logic driving the UI.
  • Responsiveness Challenges: Static images provide no information about how the UI should adapt to different screen sizes.
  • Missing Interactions: Button clicks, form submissions, and other interactive elements are invisible in a screenshot.

Replay: Behavior-Driven Reconstruction with Video#

Replay tackles these challenges by analyzing video recordings of user interactions. This "behavior-driven reconstruction" approach allows Replay to understand what the user is trying to accomplish, not just what they see on the screen. By leveraging video, Replay can infer:

  • User Intent: Replay analyzes the sequence of actions to understand the user's goals.
  • Dynamic Behavior: Replay captures animations, transitions, and dynamic content updates.
  • Responsive Design: Replay can observe how the UI adapts to different viewport sizes, enabling the generation of responsive layouts.

This video analysis is powered by Gemini, allowing for advanced understanding of visual elements and user interactions.

Technical Deep Dive: Replay in Action#

Let's illustrate the power of Replay with a practical example. Imagine recording a video of a user navigating a multi-page e-commerce application.

Step 1: Recording the User Flow

Using a screen recording tool, capture the user's journey through the application, including:

  • Navigating between product pages
  • Adding items to the cart
  • Proceeding to checkout
  • Filling out the shipping form

Step 2: Uploading to Replay

Upload the video to Replay. The engine begins analyzing the video frame-by-frame, identifying UI elements, user actions, and data inputs.

Step 3: Code Generation

Replay generates the code for the application, including:

  • React components for each page
  • Supabase integration for data persistence
  • Responsive styles using CSS-in-JS (e.g., Styled Components or Emotion)
  • Product Flow map to show how all the pages link together
typescript
// Example: Replay generated React component for a product card import React from 'react'; import styled from 'styled-components'; const CardContainer = styled.div` display: flex; flex-direction: column; border: 1px solid #ccc; border-radius: 8px; padding: 16px; margin-bottom: 16px; @media (min-width: 768px) { flex-direction: row; } `; const Image = styled.img` width: 100%; max-width: 200px; margin-bottom: 16px; @media (min-width: 768px) { margin-right: 16px; margin-bottom: 0; } `; const Title = styled.h3` font-size: 1.2rem; margin-bottom: 8px; `; const Description = styled.p` font-size: 1rem; color: #666; `; const ProductCard = ({ product }) => { return ( <CardContainer> <Image src={product.image} alt={product.name} /> <div> <Title>{product.name}</Title> <Description>{product.description}</Description> </div> </CardContainer> ); }; export default ProductCard;

💡 Pro Tip: Replay's style injection feature allows you to customize the generated UI with your existing design system.

Step 4: Supabase Integration

Replay automatically configures Supabase to store and retrieve data for the application. This includes setting up tables for products, users, orders, and other relevant entities.

typescript
// Example: Fetching product data from Supabase import { createClient } from '@supabase/supabase-js'; const supabaseUrl = process.env.NEXT_PUBLIC_SUPABASE_URL; const supabaseKey = process.env.NEXT_PUBLIC_SUPABASE_ANON_KEY; const supabase = createClient(supabaseUrl, supabaseKey); export const getProducts = async () => { const { data, error } = await supabase .from('products') .select('*'); if (error) { console.error('Error fetching products:', error); return []; } return data; };

Replay vs. Cursor: A Comparative Analysis#

The following table highlights the key differences between Replay and Cursor in terms of their approach to UI generation:

FeatureCursorReplay
Input TypeScreenshotsVideo Recordings
Behavior Analysis
ResponsivenessLimitedExcellent
User IntentNot CapturedCaptured
Dynamic ContentNot SupportedSupported
Multi-Page GenerationPartial
Supabase Integration

The Advantage of Behavior-Driven Reconstruction#

Replay's behavior-driven reconstruction offers several key advantages over screenshot-based approaches:

  • Improved Responsiveness: By observing how the UI adapts to different screen sizes in the video, Replay can generate more responsive layouts.
  • Enhanced User Experience: Replay captures user interactions and dynamic content, resulting in a more engaging and interactive UI.
  • Faster Development: Replay automates the process of UI generation, freeing up developers to focus on more complex tasks.
  • More Accurate Representation: Video captures the full context of the user's interaction, leading to a more accurate representation of the desired UI.

⚠️ Warning: While Replay significantly accelerates UI development, it's important to review and refine the generated code to ensure optimal performance and maintainability.

Real-World Use Cases#

Replay is ideal for a variety of use cases, including:

  • Rapid Prototyping: Quickly generate a working prototype from a video recording of a design mockup.
  • Legacy System Modernization: Reconstruct the UI of a legacy application from a video recording of its usage.
  • E-commerce Application Development: Generate the UI for an e-commerce application by recording a user's journey through a competitor's website.
  • Mobile App Development: Create responsive mobile app UIs by recording interactions on different devices.

Beyond the Basics: Replay's Advanced Features#

Replay offers several advanced features that further enhance its capabilities:

  • Multi-Page Generation: Replay can generate the code for entire multi-page applications from a single video recording.
  • Supabase Integration: Replay seamlessly integrates with Supabase for data persistence and authentication.
  • Style Injection: Replay allows you to inject your existing design system into the generated UI, ensuring consistency and brand alignment.
  • Product Flow Maps: Replay generates a visual map of the user's journey through the application, providing valuable insights into user behavior.

📝 Note: Replay is constantly evolving, with new features and improvements being added regularly.

Frequently Asked Questions#

Is Replay free to use?#

Replay offers a free tier with limited features and usage. Paid plans are available for users who require more advanced capabilities and higher usage limits.

How is Replay different from v0.dev?#

While both Replay and v0.dev aim to generate code from visual inputs, Replay distinguishes itself by using video analysis instead of screenshots. This enables Replay to capture user behavior, dynamic content, and responsive design principles, resulting in more robust and accurate UI generation. V0.dev is a text-to-code tool, while Replay is video-to-code.

What kind of projects is Replay best suited for?#

Replay excels in projects where understanding user flow and dynamic behavior is crucial. This includes e-commerce applications, multi-page websites, and complex user interfaces. It's also beneficial for modernizing legacy systems where a working demo can be easily recorded.

What code frameworks does Replay support?#

Replay currently supports React and Next.js for frontend development, and Supabase for backend integration. Support for other frameworks is planned for future releases.

How accurate is the code generated by Replay?#

Replay strives for high accuracy, but the quality of the generated code depends on the clarity and completeness of the video recording. It's always recommended to review and refine the generated code to ensure optimal performance and maintainability.


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