Qwen3.7-Max

Qwen3.7-Max is an AI model available through Atoms for coding, reasoning, research, and tool-driven workflows. Alibaba's agent-first flagship for serious coding, MCP workflows, and long-running work that has to stay coherent from first plan to final result. Review the model details below, compare alternatives, and start with the example prompt in the hero.

Qwen3.7-Max is Alibaba's flagship model for agentic work. Qwen Team positions it as an all-around foundation for coding and debugging, office automation, MCP-connected workflows, multi-agent collaboration, and tasks that may span hundreds or thousands of actions.

• Long-horizon execution: Qwen Team reports a fully autonomous kernel-optimization experiment lasting 35 hours and more than 1,000 tool calls, designed to test whether the model could keep a complex objective coherent over time.
• Serious software work: The model is aimed at more than isolated snippets, covering front-end prototypes, multi-file engineering, debugging, testing, and iterative improvement.
• MCP and workflow automation: Native agent use cases include connecting tools, coordinating specialized agents, and moving work through repeatable business processes.
• Cross-framework flexibility: Alibaba says Qwen3.7-Max generalizes across environments such as Qwen Code, Claude Code, OpenClaw, and other agent frameworks.
• Strong provider-reported coding results: In Qwen Team's published evaluation, Qwen3.7-Max scored 69.7 on Terminal-Bench 2.0-Terminus, 60.6 on SWE-Pro, 78.3 on SWE-Multilingual, and 60.8 on MCP-Mark. These are provider-reported benchmark results, not independent Atoms measurements.

Use it when the hard part is not generating the first screen, but carrying a product through architecture, implementation, debugging, testing, and release. It is a strong fit for SaaS applications, internal tools, API-backed products, operational dashboards, developer tools, and automation systems with several connected services.

Qwen3.7-Max is available from Alibaba Cloud Model Studio under the model ID qwen3.7-max. This page focuses on how its agentic strengths map to the Atoms build workflow; model selection and runtime availability can vary by workspace.