GLM-4.7
智谱 AI 的 GLM-4.7 是一款旗舰级 358B MoE model，具备 200K context window、卓越的 73.8% SWE-bench 性能，以及用于智能体编程（agentic coding）的原生 Deep Thinking 能力。
zhipuGLMDecember 22, 2025免费试用 GLM-4.7
免费与 GLM-4.7 对话。测试其功能，提问并探索此AI模型能做什么。
您的AI回复将显示在此处
关于 GLM-4.7
了解 GLM-4.7 的功能、特性以及它如何帮助您获得更好的效果。
GLM-4.7 是来自 Zhipu AI 的最新 flagship AI model，代表了 open-weight 智能的重大飞跃。这款拥有 3580 亿参数 的 Mixture-of-Experts (MoE) model 专为高级 reasoning、coding 自动化和复杂的 agentic 工作流而设计。它引入了专用的 Deep Thinking 模式，支持多步规划和错误恢复，使 model 能够以史无前例的可靠性解决高难度的软件工程任务。
该 model 凭借卓越的技术表现脱颖而出，在 SWE-bench Verified 上取得了 73.8% 的 SOTA 评分，在 LiveCodeBench v6 上取得了 84.9 分。凭借 200,000-token 的 context window 和惊人的 131,072-token 输出容量，GLM-4.7 针对生成完整应用程序和对庞大数据集进行深度研究进行了优化。
作为基于 MIT license 发布的 open-weight 版本，它为闭源 API 提供了一个强大且灵活的替代方案，同时支持云端集成和本地 hosting。其 multimodal 能力延伸至高级 UI 设计和文档分析，使其成为现代 AI 驱动开发的通用核心。
GLM-4.7 的使用案例
发现使用 GLM-4.7 获得出色效果的不同方式。
Agentic 软件工程
：在整个 repository 中自主解决复杂的 GitHub issues 并实现全栈功能。
高保真 Vibe Coding
：使用 Tailwind CSS 和交互式 Framer Motion 组件快速生成生产就绪的现代 Web 界面。
多语言技术支持
：在 10 多个国际化编程环境中提供高级 coding 辅助和逻辑问题解决。
深度学术研究
：使用 BrowseComp 搜索框架分析海量文档集，提取多跳、可验证的信息。
自动演示文稿设计
：根据单句 prompt 创建结构清晰、视觉均衡且具备准确布局和排版的幻灯片。
基于终端的自动化
：在终端 sandbox 中直接执行复杂的系统管理和 DevOps 任务，其 benchmark 准确率达 41%。
优势
局限性
API快速入门
zhipu/glm-4-7
import { ZhipuAI } from "zhipuai";
const client = new ZhipuAI({ apiKey: "YOUR_API_KEY" });
async function main() {
const response = await client.chat.completions.create({
model: "glm-4.7",
messages: [{ role: "user", content: "Build a real-time collaborative whiteboard using Next.js." }],
stream: true,
extra_body: { "thinking": true }
});
for await (const chunk of response) {
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 GLM-4.7 的评价
看看社区对 GLM-4.7 的看法
"GLM 4.7 正在粉碎 open-source 纪录！... 在 Humanity's Last Exam 中达到了 42.8%"
"GLM-4.7... 在 SWE-Bench 跑出了 73.8% 的分数，而价格仅为 $0.6/M tokens... AI 竞赛正真正进入多极化时代。"
"GLM 4.7 带来了显著收益... 特别是在多语言 agentic coding 和基于终端的任务中"
"这个 model 在许多 2025 年的 coding benchmark 中表现优异"
"GLM 4.7 在速度和稳定性上取胜，而 Minimax M2.1 在 multi-agent coding 中占优"
"Zhipu 正在向美国的大型实验室展示 open-weight 能够达到的高度。"
关于 GLM-4.7 的视频
观看关于 GLM-4.7 的教程、评测和讨论
“GLM 4.7 在代码质量、复杂 reasoning 和 tool 运行方面带来了重大提升”
“在 SWE-bench verified 获得了 73.8% 的评分，这对于一个 open-source model 来说简直不可思议”
“它在 tool use benchmark 中甚至超过了 Claude Sonnet 4.5 和 GPT 5.1”
“这里的 mixture-of-experts 方案非常精炼，尽管规模庞大却具有更高的效率”
“它本质上是第一个能为重度 coding 提供替代 Claude 3.5 可行方案的 open-weight model”
“这是目前为止最好的 open model，领先幅度巨大”
“它能制作出更整洁、更现代的网页，生成的幻灯片也更美观”
“虽然具备 reasoning 能力，但在 coding plan API 中无法查看 thinking 轨迹”
“Vibe coding 的效果近乎完美，即使是复杂的 Tailwind 动画也能轻松驾驭”
“与之前的 GLM 版本相比，200k context 在处理长 repository 时几乎没有信息丢失”
“重要的升级在于“谋定而后动”，这有助于 model 可靠地处理复杂任务”
“亮点在于 Vibe coding，GLM 4.7 显著提升了 UI 质量”
“API 定价保持在 3 美元左右，是一个非常有性价比的选择”
“其 multimodal 性能使其能够高精度地将 Figma 设计稿转换为代码”
“如果你有强大的工作站，本地部署是可行的，但 API 的响应速度也非常快”
专业技巧
专家提示帮助您充分利用此模型并获得更好的效果。
开启 Deep Thinking：对于复杂的逻辑任务，请通过 API parameters 显式触发 thinking 模式，以启用多步规划。
利用保留的 Thinking：保持长对话历史，以利用 model 在多轮对话中保留 reasoning 轨迹的能力。
本地量化：使用 Unsloth 优化的 2-bit 或 4-bit GGUF 版本，在消费级硬件上运行这一高 parameters 的 model。
注入日期：在 system prompt 中手动加入当前日期，以避免时间层面的幻觉并提高调度准确性。
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.
相关 AI Models
Claude 3.7 Sonnet
anthropic
Claude 3.7 Sonnet is Anthropic's first hybrid reasoning model, delivering state-of-the-art coding capabilities, a 200k context window, and visible thinking.
Grok-3
xai
Grok-3 is xAI's flagship reasoning model, featuring deep logic deduction, a 128k context window, and real-time integration with X for live research and coding.
Claude Opus 4.5
anthropic
Claude Opus 4.5 is Anthropic's most powerful frontier model, delivering record-breaking 80.9% SWE-bench performance and advanced autonomous agency for coding.
Grok-4
xai
Grok-4 by xAI is a frontier model featuring a 2M token context window, real-time X platform integration, and world-record reasoning capabilities.
GPT-5.1
openai
GPT-5.1 is OpenAI’s advanced reasoning flagship featuring adaptive thinking, native multimodality, and state-of-the-art performance in math and technical...
Claude Sonnet 4.5
anthropic
Anthropic's Claude Sonnet 4.5 delivers world-leading coding (77.2% SWE-bench) and a 200K context window, optimized for the next generation of autonomous agents.
Gemini 3 Flash
Gemini 3 Flash is Google's high-speed multimodal model featuring a 1M token context window, elite 90.4% GPQA reasoning, and autonomous browser automation tools.
Gemini 3 Pro
Google's Gemini 3 Pro is a multimodal powerhouse featuring a 1M token context window, native video processing, and industry-leading reasoning performance.
常见问题
查找有关此模型的常见问题答案