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.
Explore AI Coding Benchmarks: LLMs, AI Code Assistants and Agentic Coding
Best AI Code Editor: Cursor vs Windsurf vs Replit in 2026
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 spent three days testing the following agentic IDEs/AI coding tools: Claude Code, Cline, Cursor, Windsurf and Replit Agent.
Optimizing Agentic Coding: How to Use Claude Code in 2026?
AI coding tools have become indispensable for many development tasks. In our tests, popular AI coding tools like Cursor have been responsible for generating over 70% of the code required for tasks.
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.
Screenshot to Code: Lovable vs v0 vs Bolt in 2026
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 Code Review Tools Benchmark in 2026
With the increased use of AI coding tools, codebases have become more prone to vulnerabilities, which increased the need for effective code reviews.
8 AI Code Models Benchmarked: LMC-Eval in 2026
More than 37% of tasks performed on AI models are about computer programming and maths.
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.
30+ Low-Code/ No-Code Statistics in 2026
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 ['26]
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.