GPT-5.1
GPT-5.1 是 OpenAI 的高级 reasoning 旗舰模型，具有自适应思考、原生 multimodality 以及在数学和技术领域领先的 state-of-the-art 表现...
openaiGPT-52025年11月12日关于 GPT-5.1
了解 GPT-5.1 的功能、特性以及它如何帮助您获得更好的效果。
Reasoning 架构
GPT-5.1 采用了 System 2 思考架构。这使得模型可以根据查询的复杂程度来调整处理时间。对于数学证明，它会进行深入的逻辑推导，而简单的对话任务则保持低 latency。自适应 reasoning 系统确保了计算资源被分配在价值最高的地方。
Multimodal 性能
该模型为文本和 vision 输入使用了全能型 multimodal 框架。与前代产品相比，它在企业级文档提取任务中将 latency 降低了 84%。改进的记忆留存确保了在长跨度的 agentic 工作流中能够保持上下文，使其适用于大规模软件工程项目。
个性化系统
一个新的引擎支持语调和特征控制。用户可以通过显式的系统指令将模型配置为专业、随意或表现力强。这些特征允许开发者部署更能匹配特定品牌身份和用户偏好的机器人，而无需大量 few-shot prompt。
GPT-5.1 的使用案例
发现使用 GPT-5.1 获得出色效果的不同方式。
Agentic 软件工程
该模型利用高准确度的 reasoning 自动完成大规模代码库的复杂重构。
博士级科研
解决生物学和物理学中需要验证的多步推导复杂问题。
企业级文档分析
该系统能以高视觉精度从海量表格文档中提取结构化数据。
个性化客户支持
开发者可以部署具有特定品牌特征（如风趣或专业）的机器人，以匹配用户情绪。
数学问题求解
该模型利用其 99.6% 的 AIME 分数来验证证明并辅导学生学习高等数学。
基于视觉的商业智能
分析复杂的图表和财务报告，生成带有视觉上下文的高管摘要。
优势
局限性
API快速入门
openai/gpt-5.1
import OpenAI from 'openai';
const openai = new OpenAI();
const response = await openai.chat.completions.create({
model: "gpt-5.1",
messages: [{ role: "user", content: "Analyze the security of this smart contract." }],
reasoning_effort: "high",
});
console.log(response.choices[0].message.content);安装SDK并在几分钟内开始进行API调用。
人们对 GPT-5.1 的评价
看看社区对 GPT-5.1 的看法
“GPT-5.1 在 Codex 中仍然是规划和代码审查任务的最佳评审员。”
“我们的评估发现，GPT-5 在复杂 reasoning 任务中比其他领先模型表现好 190%。”
“GPT-5.1 对 prompt 难度的校准更好，在处理简单输入时消耗的 token 少得多。”
“这次发布的核心在于个性的提升，让 ChatGPT 感觉不再那么刻板和冰冷。”
“400k context window 对于我们分析整个 repo 来说是救星。”
“依然没有原生音频功能让人失望，但 reasoning 方面的提升是实打实的。”
关于 GPT-5.1 的视频
观看关于 GPT-5.1 的教程、评测和讨论
“GPT 5.1 来了。它更快、更准确、对话感更强。”
“这是 GPT 5.1 Instant 首次能使用自适应 reasoning 来决定何时进行深度思考。”
“这里的逻辑明显优于标准的 GPT 5 模型。”
“它比我们之前在预览版中看到的语调更温暖。”
“如果你是开发者，扩展后的 prompt caching 将为你节省大量成本。”
“它比以往任何时候都更具个性化。”
“语调听起来自然得多……5.1 在活力感方面做得更好。”
“我注意到它在复杂工作流步骤中产生的幻觉更少了。”
“Instant 模式的速度几乎等同于 GPT 4o mini，但更智能。”
“个性化功能意味着你可以真正让它不再那么死板。”
“这可能是对 Frontier model 最轻松的一次迭代更新。”
“与 GPT5 的思考相比，它产生了成功的碰碰车游戏结果。”
“对手写文档的视觉处理明显更清晰。”
“我认为 reasoning effort 开关是管理 API 成本的最佳功能。”
“它终于让人感觉可以与之正常交流，而不仅仅是像在读教科书。”
GPT-5.1专业提示
专家提示助您充分利用GPT-5.1。
调整 Reasoning Effort
使用 reasoning_effort 参数，在处理数学问题时将其设置为高，而在简单的聊天对话中设置为无，以节省 latency。
利用超大 Context
利用 400k context window 处理整个项目文件夹，因为模型在长 prompt 中表现出良好的信息留存能力。
语调控制
在系统指令中启用语调特征，使模型的表达不再显得过于刻板，更像是一个同事。
Prompt Caching
利用 24 小时 prompt caching，在对同一代码库运行重复的 agentic 循环时降低成本。
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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关于GPT-5.1的常见问题
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