Qwen

What is Qwen?

Qwen Studio by Alibaba Cloud is a versatile AI platform that handles chatbot conversations, image and video understanding, image generation, document processing, web search, and tool integration. The latest release, Qwen 3.8-Max, is the most capable model in the Qwen family to date, scaling to 2.4 trillion parameters with 95 billion active. It is built for coding, work, research, and long-horizon tasks, and can complete complex projects end-to-end without human intervention. The model is available via API on QwenCloud, with open weights scheduled for release next week.

Application scenarios

Autonomous coding projects
Qwen 3.8-Max can take a multi-day project from an empty folder to a finished result, writing and running code with no human help.
Self-evolving software development
The model builds harnesses that upgrade themselves, integrating user feedback, community practices, and self-test results into one engineering loop.
Research methodology refinement
It iterates on research methods experiment after experiment, improving outcomes through feedback loops.
Competition participation
Qwen 3.8-Max can climb competition leaderboards by submitting and refining entries repeatedly.
Complex task delivery
It handles long-horizon tasks that require dependable, end-to-end deliverables rather than single-shot answers.
API-driven integration
Developers can call the model via API on QwenCloud for custom workflows.

Core Features

2.4T parameter scale
Qwen 3.8-Max uses 2.4 trillion parameters with 95 billion active, delivering comprehensive improvements across coding, work, research, and long-horizon tasks.
Open weights release
For the first time, a Qwen-Max-class model will have its weights open-sourced, available next week.
End-to-end task completion
The model produces dependable deliverables for complex tasks, not just partial answers.
Self-evolving feedback loops
Qwen 3.8-Max improves itself through iterative cycles, whether in code harnesses, research methods, or competition submissions.
Autonomous coding harness
It manages a full engineering loop with issue state machines, dispatchers, monitors, and watchdogs, moving tasks through `ready → leased → active` states.
GitHub integration
The model can claim issues, execute agent tasks, and iterate through code, tests, previews, and logs in a public repository.
API access
Users can call Qwen 3.8-Max via the QwenCloud API for programmatic use.

Target users

Qwen 3.8-Max suits developers and engineering teams who need autonomous coding assistance for large, multi-day projects. It also serves researchers who require iterative experimentation and method refinement, plus professionals who need dependable, end-to-end delivery of complex work products. Teams building custom AI workflows via API will find the model's integration capabilities valuable.

How to use Qwen?

Access Qwen 3.8-Max through QwenCloud, where you can call the model via API. For hands-on experimentation, visit Qwen Studio at chat.qwen.ai to interact with the model directly. Developers can also monitor the open-source release next week and explore the public GitHub repository qwen-code-dev-bot/oh-my-cli to see the autonomous coding harness in action. For full documentation and setup instructions, refer to the official Qwen website.

Effect review

Qwen 3.8-Max represents a significant step forward in autonomous AI coding, demonstrating the ability to manage multi-day projects without human intervention. The self-evolving feedback loop design is particularly notable—it doesn't just follow a fixed plan but actively improves its own approach through testing and iteration. The decision to open-source the weights of a Max-class model is a strong move for community adoption and transparency. While the blog focuses on coding benchmarks, the underlying architecture suggests broad applicability across research and professional workflows. For teams looking to push AI beyond single-turn tasks into genuine long-horizon execution, Qwen 3.8-Max is worth serious evaluation.

Frequently Asked Questions

What is Qwen Studio?

Qwen Studio by Alibaba Cloud is a versatile AI tool that supports chatbot conversations, image and video understanding, image generation, document processing, web search, and tool integration for diverse use cases.

Can Qwen Studio generate images?

Yes, Qwen Studio includes image generation capabilities, allowing users to create visual content from text prompts.

Does Qwen Studio support document processing?

Yes, Qwen Studio can process documents, enabling tasks like extracting information, summarizing content, or answering questions based on uploaded files.

Can I use Qwen Studio for web search?

Yes, Qwen Studio integrates web search functionality, allowing it to retrieve up-to-date information from the internet to enhance responses.

Is Qwen Studio suitable for video understanding?

Yes, Qwen Studio can understand video content, making it useful for analyzing or summarizing video data.

What is Qwen Studio's pricing model?

Qwen Studio offers flexible pricing options, including free tiers or pay-as-you-go plans, depending on usage and features, but specific details may vary by region and plan.