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
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.
8 AI Code Models Benchmarked: LMC-Eval
More than 37% of tasks performed on AI models are about computer programming and maths.
Top 7 Open Source AI Coding Agents
In prior evaluations, we benchmarked both open-source and paid agentic CLIs, focusing on their performance in web development tasks, and some open-source agents performed as successfully as the paid options. Therefore, we also listed the top 8 open source coding agents for users with privacy concerns.
Top AI Website Generators Benchmarked in 2026
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.
AI Coding Benchmark: Best AI Coders Based on 5 Criteria
Most software engineers rely on AI coding assistants at least once a day in 2025.
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.
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.