Qwen 3.6 + Ollama Local Agentic Coding: Performance Against Claude Code
Generated: 2026-05-03 · API: Gemini 2.5 Flash · Modes: Summary
Qwen 3.6 + Ollama Local Agentic Coding: Performance Against Claude Code
Clip title: Qwen 3.6 + Ollama: A Local Claude Code Alternative? Author / channel: CloudYeti | Local AI & AI ROI URL: https://www.youtube.com/watch?v=VjCPqmESUCg
Summary
This video introduces Alibaba’s Qwen 3.6, a newly released open-source model, paired with Qwen Code, an agentic coding harness. The presenter aims to evaluate this combination as a free, local alternative to expensive cloud-based coding agents like Claude Code, which he currently pays $200 a month for. His central motivation is to see if local models have finally matured enough for practical agentic work. The video systematically walks through the installation of Qwen 3.6 using Ollama and then tests Qwen Code’s capabilities against three real-world coding challenges.
The setup process begins with installing Ollama and pulling the Qwen 3.6 model. A critical step involves configuring Qwen Code to route requests to the local Ollama instance rather than relying on external APIs, achieved by modifying a settings.json file to specify localhost:11434/v1 as the base URL and setting an appropriate context length for Ollama. The initial tests confirm Qwen Code’s fundamental agentic loop: it can understand simple queries, create and read files, and execute commands, demonstrating a functional environment for code generation and iteration.
The video then presents three increasingly complex coding tasks to evaluate Qwen’s performance against Claude Code. For the “3D Aquarium” task using Three.js, both models successfully generated interactive aquariums. Impressively, Qwen’s output was visually clearer and more dynamic than Claude’s, though Qwen took longer (approximately 5 minutes compared to Claude’s 1 minute 28 seconds). The second task, creating a “Designer Portfolio” website with dark themes and smooth scrolls, resulted in two comparably impressive, modern designs from both Qwen (taking about 10 minutes) and Claude (finishing in 2 minutes). The final and most challenging task was to build a “macOS Desktop Clone” with functional elements like a dock, menu bar, and draggable applications. Both models created a visual approximation of the macOS desktop, but neither successfully implemented fully clickable or functional app icons.
In conclusion, the presenter highlights the remarkable progress of local models. While Qwen 3.6, running on local hardware, is generally slower than its cloud-based counterparts and may not yet handle the most complex tasks perfectly, its capabilities for prototyping, learning, scripting, and offline work are now genuinely usable. The fact that a free, locally runnable model can even be compared to a $200/month frontier cloud tool marks a significant shift in the AI landscape. Qwen 3.6 and Qwen Code offer a compelling, cost-effective, and privacy-preserving solution, with its performance expected to improve further, making it an exciting development for developers and AI enthusiasts.
Video Description & Links
Description
Alibaba just released Qwen 3.6. I set it up locally with Ollama and Qwen Code to see how close local coding agents have gotten to Claude Code. Honest test, no hype.
Book a 1:1 consultation: https://cloudyeti.io/meet
Full setup guide (GitHub): https://github.com/ravsau/ai-tutorials/tree/main/qwen3.6-ollama-free-coding-agent
More local LLM videos: https://youtube.com/playlist?list=PLQP5dDPLts67psUzW096fJdMNHJB16Sob
Qwen Code repo: https://github.com/QwenLM/qwen-code
Chapters:
0:00 Intro — why I’m testing this
1:30 Install Ollama + pull Qwen 3.6
3:00 Install Qwen Code (open source Claude Code)
4:00 Wire it to Ollama (settings.json + auth fix)
5:30 Agent loop test — can it read/write files?
6:30 Demo 1: 3D Aquarium (Qwen vs Claude Code)
9:30 Demo 2: Designer Portfolio (Qwen vs Claude Code)
12:00 Demo 3: MacOS Desktop Clone (Qwen vs Claude Code)
14:00 Final thoughts — is Qwen 3.6 good enough?
qwen qwen3 ollama claudecode free ai coding localai vibecoding agentic #2026 cloudyeti openai localllm freeai
Tags
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URLs
- https://cloudyeti.io/meet
- https://github.com/ravsau/ai-tutorials/tree/main/qwen3.6-ollama-free-coding-agent
- https://youtube.com/playlist?list=PLQP5dDPLts67psUzW096fJdMNHJB16Sob
- https://github.com/QwenLM/qwen-code