Qwen3.7 Max is Alibaba's most capable model yet, built on a refined sparse mixture-of-experts architecture scaling beyond one trillion parameters. It sets new highs across major coding and reasoning benchmarks while delivering substantial gains in world knowledge, instruction following, and multi-step tool use over its predecessor Qwen3.6 Max. Improved long-horizon reasoning and more reliable agentic execution make it well suited for complex, repository-level engineering and autonomous workflows.