AI Coding Benchmarks: LLMs, AI Code Assistants and Agentic Coding
AI coding explores how developers use AI to generate, review, and build code faster. We benchmark the latest tools, models, and frameworks.
AI Coding Benchmark
Benchmarked AI coding assistants on compliance to specs, code quality, code amount, performance, and security.
AI Code Editors Benchmark
Benchmarked 5 agentic AI code editors on API development and app building.
Explore AI Coding Benchmarks: LLMs, AI Code Assistants and Agentic Coding
Optimizing Agentic Coding: How I use Claude Code
AI coding tools have become indispensable for many tasks. In our tests, popular AI coding tools like Cursor have been responsible for generating over 70% of the code required for tasks. With AI agents still being relatively new, I observed some useful patterns in my workflow that I want to share.
Best Design to Code Tools Compared: Detailed Analysis
The design to code landscape has transformed with AI-powered tools promising to bridge the gap between visual design and production-ready code. With 82% of developers now using AI coding assistants daily or weekly, the demand for effective design-to-code solutions has never been higher.
Top 20+ Open Source AI Coding Agents & Frameworks
In prior evaluations, we benchmarked proprietary, paid AI coding agents such as Cursor, focusing on their performance in API development and app building tasks. In this article, we listed the leading open-source AI coding agents, organized by functional category: 🛠️ Developer tools Tools or extensions that help developers generate, review, or debug code.
Vibe coding: Great for MVP But Not Ready for Production
Vibe coding is a new term that has entered our lives with AI coding tools like Cursor. It means coding by only prompting. We made several benchmarks to test the vibe coding tools, and with our experience, we decided to prepare this detailed guide.
The Best 10 AI Code Review Tools: Pricing and Features
AI code review tools are now more crucial than ever, with the rise of AI coding tools. Users often lose control over their codebase when they are “vibe coding“, but it can lead to significant vulnerabilities.
8 AI Code Models Benchmarked: LMC-Eval
More than 37% of tasks performed on AI models are about computer programming and maths.
Best AI Code Editor: Cursor vs Windsurf vs Replit
Making an app without coding skills is highly trending right now.
Top AI Website Generators Benchmarked
To find the most helpful prompt-to-website creator, we benchmarked the following tools: If you need to learn about no-code AI website generator tools, you can follow the links: Benchmark results We conducted this benchmark using the latest versions of the tools available as of January 2025.
Screenshot to Code: Lovable vs v0 vs Bolt
During my 20 years as a software developer, I led many front-end teams in developing pages based on designs that were inspired by screenshots. Designs can be transferred to code using AI tools.
AI Coding Benchmark: Best AI Coders Based on 5 Criteria
The majority of software engineers rely on AI coding assistants at least once a day in 2025.