Qwen3.6-Max-Preview
Qwen3.6-Max-Preview是Alibaba的flagship MoE model，具备100万context window、原生thinking mode，并在agentic coding和reasoning方面取得state-of-the-art的评分。
alibabaQwen 3.62026年4月20日关于 Qwen3.6-Max-Preview
了解 Qwen3.6-Max-Preview 的功能、特性以及它如何帮助您获得更好的效果。
Qwen3.6-Max-Preview 是阿里巴巴的旗舰级闭源 LLM，代表了其高性能 AI 系列的最新进展。该模型采用了稀疏 Mixture-of-Experts (MoE) 架构，实现了万亿参数系统的推理深度，同时保持了显著的运营效率。它专门针对 agentic 编码、世界知识和复杂指令遵循进行了优化。
该模型最突出的功能是其原生的 Thinking Mode，允许系统在给出最终回答之前生成可见的内部 chain-of-thought。这种透明度对于构建自主 agent 的开发者来说非常有价值，因为它为逻辑规划和错误修正步骤提供了清晰的窗口。结合 100 万 tokens 的超长 context window，该模型可以在一次调用中摄入整个项目存储库或大量的文档库。
Qwen3.6-Max-Preview 托管在阿里云百炼上，支持行业标准协议，并兼容 OpenAI 风格的 API 规范。它旨在成为需要高性能 AI 功能进行多模态数据分析和稳健 agentic 工作流的企业首选，为西方闭源模型提供了一个高性能的替代方案。
Qwen3.6-Max-Preview 的使用案例
发现使用 Qwen3.6-Max-Preview 获得出色效果的不同方式。
自主软件工程
将模型部署为编码 agent，使其能够导航整个代码库、规划架构变更并修复跨多个文件的 bug。
大规模技术分析
利用 1M tokens 的 context window 来摄入完整的文档集或法律框架，进行深度分析，无需受限于 RAG。
复杂推理与规划
利用原生的 Thinking Mode 来解决高阶数学问题，即需要多步内部规划以确保准确性的场景。
多模态内容理解
分析静态图像和复杂的视频序列，以提取数据并总结动态视觉事件。
交互式终端操作
构建允许 AI 直接与 shell 和 CLI 环境交互的工具，并受益于其优化的 Terminal-Bench 性能。
企业级 agentic 工作流
将模型集成到复杂的业务流程中，满足自动化所需的指令可靠性和复杂的工具调用需求。
优势
局限性
API快速入门
alibaba/qwen3.6-max-preview
import OpenAI from 'openai';
const client = new OpenAI({
apiKey: process.env.DASHSCOPE_API_KEY,
base_url: 'https://dashscope-intl.aliyuncs.com/compatible-mode/v1',
});
async function main() {
const completion = await client.chat.completions.create({
model: 'qwen3.6-max-preview',
messages: [{ role: 'user', content: 'Design a system architecture for a real-time AI agent.' }],
extra_body: { enable_thinking: true },
stream: true
});
for await (const chunk of completion) {
process.stdout.write(chunk.choices[0]?.delta?.content || '');
}
}
main();安装SDK并在几分钟内开始进行API调用。
人们对 Qwen3.6-Max-Preview 的评价
看看社区对 Qwen3.6-Max-Preview 的看法
“你期望在大型服务器集群上运行的模型所具备的性能，现在就在你的桌面上实现了。”
“Qwen3.6-Max-Preview 刚刚在 SWE-Bench Pro 上击败了 Claude Opus 4.5。中国追赶的速度太快了。”
“每 100 万 tokens 1.25 美元的定价，使 Qwen 在大规模数据摄入方面明显比 Claude 更便宜。”
“Thinking Mode 作为默认状态内置其中，这对于提升 agentic 可靠性来说是一个非常有意义的设计决策。”
“Qwen 推出了 Qwen 3.6 Max Preview 作为全新的高端闭源旗舰模型。”
“与 Plus 模型相比，它显示出改进的编码 agent 能力和更好的真实世界 agent 可靠性。”
关于 Qwen3.6-Max-Preview 的视频
观看关于 Qwen3.6-Max-Preview 的教程、评测和讨论
“稀疏MoE架构让这款模型在reasoning方面展现出远超其体量的实力。”
“thinking mode不仅仅是个噱头，它切实减少了复杂数学运算中的幻觉。”
“在SWE-bench上拿下73分，使其稳居自主编码排行榜的绝对顶尖位置。”
“100万个token的context window意味着你可以毫无压力地将一整座代码库放入prompt中。”
“这里的性价比旨在打破当前frontier市场领导者的格局。”
“你实际上可以看到模型在输出代码块之前的逻辑规划阶段。”
“在基于终端的agentic任务中，模型表现出了极高的环境感知能力。”
“它与OpenAI最新预览版之间的差距缩小的速度超出了所有人的预期。”
“MathVista等多模态benchmark表明，Alibaba的视觉语言融合处于顶级水平。”
“它比以往任何Qwen迭代版本都能更好地遵循复杂的系统指令。”
“在100万个token下的大海捞针测试结果几乎完美。”
“这显然是针对逻辑透明度至关重要的agentic工作流进行了优化。”
“我们测试了长视距logic，即使在50万个token之后也没有丢失上下文。”
“这是第一款真正主导LiveCodeBench排名的非西方模型。”
“由于兼容OpenAI的API端点，开发者的采用率将会很高。”
Qwen3.6-Max-Preview专业提示
专家提示助您充分利用Qwen3.6-Max-Preview。
启用内部推理 (Internal Reasoning)
在 API 请求中将 'enable_thinking' 参数设置为 true，以查看模型的内部逻辑，从而调试复杂的推理过程。
保留长序列逻辑 (Long-Horizon Logic)
在多轮对话中使用 'preserve_thinking' 功能，以确保模型在整个会话中保持逻辑连贯性。
输入完整代码库
充分利用 1M 的 context window，直接提供完整的源码资料而非分块数据，以获得更好的跨文件理解能力。
使用兼容的端点
对于全球应用，请使用阿里云新加坡或美国弗吉尼亚节点，以最大限度减少国际用户的 regional latency。
用户评价
用户怎么说
加入数千名已改变工作流程的满意用户
Jonathan Kogan
Co-Founder/CEO, rpatools.io
Automatio is one of the most used for RPA Tools both internally and externally. It saves us countless hours of work and we realized this could do the same for other startups and so we choose Automatio for most of our automation needs.
Mohammed Ibrahim
CEO, qannas.pro
I have used many tools over the past 5 years, Automatio is the Jack of All trades.. !! it could be your scraping bot in the morning and then it becomes your VA by the noon and in the evening it does your automations.. its amazing!
Ben Bressington
CTO, AiChatSolutions
Automatio is fantastic and simple to use to extract data from any website. This allowed me to replace a developer and do tasks myself as they only take a few minutes to setup and forget about it. Automatio is a game changer!
Sarah Chen
Head of Growth, ScaleUp Labs
We've tried dozens of automation tools, but Automatio stands out for its flexibility and ease of use. Our team productivity increased by 40% within the first month of adoption.
David Park
Founder, DataDriven.io
The AI-powered features in Automatio are incredible. It understands context and adapts to changes in websites automatically. No more broken scrapers!
Emily Rodriguez
Marketing Director, GrowthMetrics
Automatio transformed our lead generation process. What used to take our team days now happens automatically in minutes. The ROI is incredible.
Jonathan Kogan
Co-Founder/CEO, rpatools.io
Automatio is one of the most used for RPA Tools both internally and externally. It saves us countless hours of work and we realized this could do the same for other startups and so we choose Automatio for most of our automation needs.
Mohammed Ibrahim
CEO, qannas.pro
I have used many tools over the past 5 years, Automatio is the Jack of All trades.. !! it could be your scraping bot in the morning and then it becomes your VA by the noon and in the evening it does your automations.. its amazing!
Ben Bressington
CTO, AiChatSolutions
Automatio is fantastic and simple to use to extract data from any website. This allowed me to replace a developer and do tasks myself as they only take a few minutes to setup and forget about it. Automatio is a game changer!
Sarah Chen
Head of Growth, ScaleUp Labs
We've tried dozens of automation tools, but Automatio stands out for its flexibility and ease of use. Our team productivity increased by 40% within the first month of adoption.
David Park
Founder, DataDriven.io
The AI-powered features in Automatio are incredible. It understands context and adapts to changes in websites automatically. No more broken scrapers!
Emily Rodriguez
Marketing Director, GrowthMetrics
Automatio transformed our lead generation process. What used to take our team days now happens automatically in minutes. The ROI is incredible.
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