惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

aimingoo的专栏
aimingoo的专栏
雷峰网
雷峰网
博客园 - 叶小钗
V
V2EX
博客园 - Franky
博客园_首页
小众软件
小众软件
Microsoft Security Blog
Microsoft Security Blog
The GitHub Blog
The GitHub Blog
A
About on SuperTechFans
H
Hackread – Cybersecurity News, Data Breaches, AI and More
阮一峰的网络日志
阮一峰的网络日志
WordPress大学
WordPress大学
Blog — PlanetScale
Blog — PlanetScale
J
Java Code Geeks
T
The Blog of Author Tim Ferriss
U
Unit 42
Microsoft Azure Blog
Microsoft Azure Blog
月光博客
月光博客
S
SegmentFault 最新的问题
B
Blog RSS Feed
博客园 - 【当耐特】
D
Docker
N
Netflix TechBlog - Medium

DEV Community

Authentication Security Deep Dive: From Brute Force to Salted Hashing (With Java Examples) Why AI Systems Don’t Fail — They Drift Spilling beans for how i learn for exam😁"Reinforcement Learning Cheat Sheet" I Replaced Chrome with Safari for AI Browser Automation. Here's What Broke (and What Finally Worked) How Python Borrows Other People's Work The $40 Architecture: Processing 1 Billion API Requests with 99.99% Uptime Vibe Coding: A Workflow Guide (From Zero to SaaS) Most webhook security guides protect the wrong side. The scary part is delivery. Headless CMS for TanStack Start: Build a Blog with Cosmic EU Age Verification App "Hacked in 2 Minutes" — What Actually Happened Comfy Cloud’s delete function does not actually remove files Running AI Models on GPU Cloud Servers: A Beginner Guide Event-driven media intelligence with AWS Step Functions and Bedrock I scored 500 AI prompts across 8 quality dimensions — here's what broke How to Call Google Gemini API from Next.js (Free Tier, No Backend Needed) The Portal Protocol: Reclaiming Human Connection in the Age of AI How to Fix Your Team's Scattered Knowledge Problem With a Self-Hosted Forum Intro to tc Cloud Functors: A Graph-First Mental Model for the Modern Cloud Designing Multi-Tenant Backends With Both Ownership and Team Access I Built a Neumorphic CSS Library with 77+ Components — Here's What I Learned PostgreSQL Performance Optimization: Why Connection Pooling Is Critical at Scale Cómo construí un SaaS multi-rubro para gestionar expensas en Argentina con FastAPI + Vue 3 🚀 I Built an Ethical Hacking Scanner Tool – Open Source Project I Replaced /usage and /context in Claude Code With a Single Statusline A Pythonic Way to Handle Emails (IMAP/SMTP) with Auto-Discovery and AI-Ready Design I Collected 8.9 Million Polymarket Price Points — Here's What I Found About How Markets Really Move EcoTrack AI — Carbon Footprint Tracker & Dashboard Everyone's Using AI. No One Agrees How. 5 self-hosted ebook managers worth trying in 2026 Building Your First AI Agent with LangChain: From Chatbot to Autonomous Assistant
I Tested 6 AI Coding Assistants for a Month. Here's What ...
武乐丹 · 2026-05-25 · via DEV Community

武乐丹

I spent a month testing Claude Codex, ChatGPT Codex, Cursor, Windsurf, GitHub Copilot, and Gemini Code Assist side by side.

Why This Matters

Developers are drowning in AI tool choices. Every week there's a new "game-changing" coding assistant. But which ones actually save time versus look cool in demos?

I put 6 leading AI coding assistants through 5 real-world development tasks:

  1. Building from scratch — Create a full-stack todo app
  2. Debugging — Find and fix bugs in a messy codebase
  3. Refactoring — Clean up legacy code
  4. Code review — Spot issues in PRs
  5. Documentation — Generate docs from code

The Results

🥇 Cursor IDE — Best All-Rounder

Best IDE integration with proper context awareness. Understands your entire codebase, not just the file you're editing. Perfect for daily development work.

🥈 Claude Codex CLI — Best for Complex Refactoring

Terminal-native workflow is surprisingly productive once you get past the learning curve. Handles multi-file refactoring better than any competitor. The reasoning depth is unmatched.

🥉 Windsurf — Fastest Rising

Catching up fast with multi-file editing capabilities. Good polish and reasonable pricing.

GitHub Copilot — Still Solid

The original AI coding assistant remains reliable for inline suggestions. The "Copilot Chat" feature has improved significantly.

Gemini Code Assist — The Surprise

With its 1M token context window, it can process entire codebases in one go. Google's integration with their ecosystem is a nice bonus.

ChatGPT Codex CLI — Good but Not Specialized

Solid all-rounder but doesn't excel in any specific area compared to specialized tools.

The Surprise

The best all-rounder isn't Claude or ChatGPT. Cursor IDE combined the best IDE experience with strong AI capabilities. But for different workflows, different tools win.

My Recommendation

  • Daily development: Cursor IDE
  • Heavy refactoring: Claude Codex CLI
  • Budget option: Windsurf
  • Full codebase analysis: Gemini Code Assist

TL;DR

There's no single "best" AI coding assistant — it depends on your workflow. But if I had to pick one for daily use, Cursor wins on polish and context awareness.


For detailed breakdowns with test scores and code samples, check out the full reviews at toolsdepth.com.