The tech world moves fast, and AI tools keep popping up non-stop. As someone who lives and breathes the internet, I always want to try new tools the moment they drop, hoping they’ll make my work more efficient.

Personally, I use Gemini CLI a lot and have always found it smooth. Recently, Alibaba’s QWEN CODE has been getting a lot of buzz, so I grabbed it for a test run too.

After some hands-on testing, I want to share my experience today — especially in comparison with the GEMINI CLI I know so well — hoping to give anyone eyeing both tools some direct reference points.

GEMINI CLI: The Dev Tool That Fits My Workflow

First, let’s look at the GEMINI CLI I’ve been using. It’s an open-source AI agent from Google that runs right in your terminal. Its goal is simple: seamlessly plug the power of the Gemini model into developers’ daily work.

Core Highlights

• Massive codebase support: What impressed me most is its ability to handle contexts of over 1 million tokens — meaning you can feed it an entire project and let it analyze large-scale codebases.
• Multimodal capability: GEMINI CLI doesn’t just handle text; it understands images too. You can use it to quickly generate app prototypes from PDFs or even sketches.
• Automated DevOps tasks: For those of us who deal with code repositories daily, GEMINI CLI can handle Git operations — pulling PRs, creating migration plans, and more. Very practical.
• Built-in Google Search: This is critical, and one of the core features I depend on. GEMINI CLI can use Google Search to fetch the latest information, avoiding the problem of stale model knowledge — indispensable when solving real-world development problems.

Getting Started

Getting started with GEMINI CLI is very simple. You just need Node.js (version 18 or higher) installed on your machine, then run a single command in your terminal:

npm install -g @google/gemini-cli

After that, it guides you through signing in with your Google account, and you can start using it for free. The free tier gives you 1,000 requests per day at 60 per minute — more than enough for a solo developer.

QWEN CODE: First Impressions and Issues Found

Next, let’s look at QWEN CODE. According to the official intro, QWEN CODE is adapted from GEMINI CLI, optimized specifically for Alibaba’s Qwen-Coder model. That means it inherits many of GEMINI CLI’s strengths while adding some custom development.

What Makes QWEN CODE Special

• Deep optimization for Qwen-Coder: QWEN CODE has enhanced parsers and tool support to get the most out of the Qwen-Coder model.
• Strong coding ability: Based on some benchmarks, Qwen-Coder performs excellently in code generation and understanding — reportedly beating GPT-4 on certain tests.
• 2,000 free calls
• Large codebase support too: QWEN CODE also supports a context window up to 128K, enough to handle an entire code repository.

Setup Is Similar to GEMINI CLI

Installing and launching QWEN CODE is much the same as GEMINI CLI — also run via npx.

npm install -g @qwen-code/qwen-code@latest

Side-by-Side Test: Why I Ultimately Stayed with GEMINI CLI

With all that said, which one should you pick? For me, the answer became crystal clear after testing.

• The fatal flaw: the search feature. In my repeated tests, QWEN CODE’s search function kept failing. As a developer, we constantly need to look up the latest API docs, solutions, or error messages. If an AI assistant can’t connect to the internet for real-time search, its usefulness drops off a cliff. On this point, GEMINI CLI’s stable, reliable Google Search wins outright.
• Habit and comfort: Of course, this also comes down to personal workflow. I’m already used to GEMINI CLI’s workflow; its interactions and feedback feel right to me.
• Ecosystem and community: As an official Google tool, GEMINI CLI’s underlying ecosystem and community support are likely more mature. QWEN CODE is a “rising star” — it’s growing fast, but its ecosystem may need more time to catch up.

Summary

Overall, while QWEN CODE may have its own strengths in pure code generation, for me, a stable, reliable AI assistant that can connect to real-world information matters more.

• GEMINI CLI is the more complete “all-rounder” — fully featured, and the built-in Google Search makes it irreplaceable for tasks needing real-time info.
• QWEN CODE is more of a “specialist” — deeply optimized for Qwen-Coder, it may shine even brighter on pure code tasks, but the missing search functionality is currently its Achilles’ heel.

So after this comparison test, I’ll keep using GEMINI CLI as my primary AI dev assistant. It’s more like a reliable partner that’s always there when I need help.

Hope my sharing helps you. In this era of rapidly evolving AI, let’s embrace change together, use these powerful tools well, and get twice the work done with half the effort!

Want more e-commerce site operations and tech tips? Follow my blog!