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
Best AI Code Editor: Cursor vs Windsurf vs Replit
Making an app without coding skills is highly trending right now. But can these tools successfully build and deploy an app? To answer this question, we benchmarked the following AI coding tools: Claude Code, Cline, Cursor, Replit and Windsurf Editor by Codeium.
AI Sandbox Risks & Wins: 30 Tools & 7 Real-Life Examples
Interest in AI sandboxes has surged in recent months. They provide secure environments to develop, test, and deploy AI models without risking sensitive data or system stability.
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.
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.
8 AI Code Models Benchmarked: LMC-Eval
More than 37% of tasks performed on AI models are about computer programming and maths.
30+ Low-Code/ No-Code Statistics
We explore key statistics that highlight the growing influence of low code/no code solutions across industries, shedding light on their impact, adoption rates, and potential for shaping the future of technology.
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.
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.
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.