Qwen3.6 Plus: benchmarks, price and rank

Its headline results

The benchmarks that count most in the rating, with its place among the models measured the same way, and where each number came from.

• MCP Atlas74.1%

  Multi-step tasks where the model has to pick and combine many real tools, connected through MCP, the standard way agents plug into apps and data.

  15th of 33. The maker's own number, from Alibaba Cloud / Qwen Team, via LLM Stats.

• SWE-Bench Pro56.6%

  Long changes to real codebases in several languages, often across many files, including code from private and copyleft projects that models are unlikely to have seen.

  30th of 50. The maker's own number, from Alibaba Cloud / Qwen Team, via LLM Stats.

• Humanity's Last Exam28.8%

  About 2,500 questions written by experts in more than a hundred fields to be as hard as they could make them, many needing a diagram or image.

  41st of 74. The maker's own number, from Alibaba Cloud / Qwen Team, via LLM Stats.

• Vending-Bench 2$5,115

  The model runs a simulated vending machine business for a year on its own: finding suppliers, ordering stock, setting prices and paying the daily fees.

  33rd of 60. Independent result from Epoch AI.

• OSWorld-Verified62.5%

  Ordinary tasks on a real desktop computer using normal apps: a browser, a spreadsheet, an email client, a photo editor, the file manager.

  20th of 25. The maker's own number, from Alibaba Cloud / Qwen Team, via LLM Stats.

• Toolathlon39.8%

  Long tasks across many real apps and their tools, such as email, calendars, spreadsheets, code repositories and online stores.

  30th of 37. The maker's own number, from Alibaba Cloud / Qwen Team, via LLM Stats.

• LiveCodeBench v687.1%

  Programming contest problems collected after models were trained, from LeetCode, AtCoder and Codeforces.

  11th of 43. The maker's own number, from Alibaba Cloud / Qwen Team, via LLM Stats.

• SimpleQA Verified44.1%

  Short factual questions with one checked answer, asked without web search.

  43rd of 78. Independent result from Epoch AI.

• FrontierMath38.3%

  Hundreds of new, unpublished math problems written by mathematicians, from hard undergraduate level up to research, with answers a computer can check.

  60th of 76. Independent result from Epoch AI.

• MMMU-Pro78.8%

  College exam questions that need a picture to answer, such as charts, diagrams, maps and chemical structures, with more answer options than the original MMMU and some questions shown only as a screenshot.

  18th of 51. The maker's own number, from Alibaba Cloud / Qwen Team, via LLM Stats.