[{"data":1,"prerenderedAt":1753},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"compare-amazon-q-vs-github-copilot":8,"compare-a-amazon-q":9,"compare-b-github-copilot":490},{"tools":4,"reviews":5},98,27,{"tools":4,"reviews":5,"playbooks":7,"news":5},22,null,{"id":10,"title":11,"alternatives":12,"api_compatible":8,"body":16,"category":457,"chinese_friendly":446,"cover":458,"description":459,"domestic":460,"extension":461,"faq":8,"free":460,"github":8,"languages":462,"lastVerified":464,"meta":465,"models":8,"navigation":466,"notSuitable":8,"opensource":460,"path":467,"pillar":468,"platforms":469,"priceTable":8,"pricing":473,"published":474,"relatedPlaybooks":8,"relatedReviews":8,"score":475,"self_host":460,"seo":477,"seoTitle":478,"slug":479,"sources":480,"stem":482,"suitable":8,"tagline":483,"tags":484,"updated":464,"verdict":488,"website":437,"__hash__":489},"tools\u002Ftools\u002Fcoding\u002Fcopilot\u002Famazon-q.md","Amazon Q Developer",[13,14,15],"coding\u002Fcopilot\u002Fgithub-copilot","coding\u002Fide\u002Fcursor","coding\u002Fcopilot\u002Ftongyi-lingma",{"type":17,"value":18,"toc":441},"minimark",[19,24,33,36,39,91,94,100,144,147,151,159,176,181,198,201,222,225,320,323,355,359,382,386,392,398,404,407,423,426,431],[20,21,23],"h2",{"id":22},"tldr","TL;DR",[25,26,27,28,32],"p",{},"Amazon Q Developer 是 AWS 的 AI 编程助手（前身 CodeWhisperer），最大特点是",[29,30,31],"strong",{},"和 AWS 生态深度绑定","。除了代码补全，它还能问答 AWS 资源状态、做代码安全扫描、辅助 Java \u002F .NET 代码迁移。免费版额度尚可，Pro $19\u002F月偏贵但含 AWS 管理功能。",[25,34,35],{},"适合：AWS 重度用户、需要云资源运维问答、企业级 Java\u002F.NET 代码迁移、看重安全扫描的团队。不适合：非 AWS 技术栈用户、个人开发者（$19 偏贵）、追求最强补全体验的用户。",[20,37,38],{"id":38},"核心能力",[40,41,42,49,55,61,67,73,79,85],"ul",{},[43,44,45,48],"li",{},[29,46,47],{},"代码补全","：行内补全 + 函数级生成，覆盖 Python \u002F Java \u002F JS \u002F TypeScript 等主流语言",[43,50,51,54],{},[29,52,53],{},"AWS 资源问答","：直接问\"我的 EC2 实例为什么 CPU 高\"，Q 会查询 CloudWatch 等给出分析",[43,56,57,60],{},[29,58,59],{},"安全扫描","：内置代码安全扫描，检测漏洞 \u002F 硬编码密钥 \u002F 不安全模式",[43,62,63,66],{},[29,64,65],{},"代码迁移","：Java 8\u002F11 → 17\u002F21、.NET Framework → .NET Core 的自动迁移辅助",[43,68,69,72],{},[29,70,71],{},"AWS 最佳实践","：补全代码会主动建议 AWS SDK 最佳实践（如重试逻辑、错误处理）",[43,74,75,78],{},[29,76,77],{},"多 IDE 支持","：VS Code、IntelliJ、JetBrains 全家桶、AWS Cloud9、命令行",[43,80,81,84],{},[29,82,83],{},"AWS 管理助手（Pro）","：在 AWS Console 内直接用自然语言操作云资源",[43,86,87,90],{},[29,88,89],{},"参考追踪","：补全代码如匹配开源代码，会标注来源和 license",[20,92,93],{"id":93},"价格",[95,96,97],"blockquote",{},[25,98,99],{},"以下价格为 2026-07-30 查询官网，可能有变动。",[101,102,103,118],"table",{},[104,105,106],"thead",{},[107,108,109,113,115],"tr",{},[110,111,112],"th",{},"方案",[110,114,93],{},[110,116,117],{},"核心功能",[119,120,121,133],"tbody",{},[107,122,123,127,130],{},[124,125,126],"td",{},"Free",[124,128,129],{},"$0",[124,131,132],{},"每月无限补全 + 50 次代理请求（问答\u002F编码）\u002F月 + 基础安全扫描",[107,134,135,138,141],{},[124,136,137],{},"Pro",[124,139,140],{},"$19\u002F月",[124,142,143],{},"无限聊天 + 高级安全扫描 + AWS 管理 + 代码迁移",[25,145,146],{},"Free 版补全无限量是亮点，但代理请求仅 50 次\u002F月。Pro $19 比 Copilot 贵近一倍，价值在 AWS 管理和迁移功能。",[20,148,150],{"id":149},"体验与评测资料整理","体验与评测（资料整理）",[95,152,153],{},[25,154,155,156],{},"说明：本节基于官方文档与公开评测整理，非本站独立实测环境，具体数据请以官方为准。\n",[29,157,158],{},"亮点：",[40,160,161,164,167,170,173],{},[43,162,163],{},"AWS SDK 代码补全质量高：IAM \u002F S3 \u002F Lambda 相关代码补全准确率明显优于 Copilot",[43,165,166],{},"AWS 资源问答实用：运维时直接问 Q 排查问题，省去翻 Console 的时间",[43,168,169],{},"安全扫描好用：能检出硬编码 AWS Key、不安全的 IAM Policy 等常见问题",[43,171,172],{},"Java 迁移功能惊艳：Java 8 → 17 的自动重构准确率高，省大量人工",[43,174,175],{},"免费版补全无限量，AWS 项目日常开发够用",[25,177,178],{},[29,179,180],{},"踩坑：",[40,182,183,186,189,192,195],{},[43,184,185],{},"非 AWS 技术栈补全质量一般，不如 Copilot 全面",[43,187,188],{},"$19\u002F月偏贵，不用 AWS 管理功能的话性价比低",[43,190,191],{},"中文交互支持弱，提问和回答都以英文为主",[43,193,194],{},"和 AWS 账号绑定，登录流程比 Copilot 麻烦",[43,196,197],{},"补全速度偶有波动，高峰期有延迟",[20,199,200],{"id":200},"上手",[202,203,204,207,210,213,216,219],"ol",{},[43,205,206],{},"安装 AWS Toolkit 插件（VS Code \u002F IntelliJ 搜索 \"AWS Toolkit\"）",[43,208,209],{},"用 AWS Builder ID 或 AWS 账号登录（免费版用 Builder ID 即可）",[43,211,212],{},"在 IDE 中启用 Amazon Q 功能",[43,214,215],{},"写代码时自动触发补全；侧边栏可打开聊天问答",[43,217,218],{},"需要安全扫描：右键文件 → Amazon Q → Scan",[43,220,221],{},"需要代码迁移 \u002F AWS 管理功能：升级 Pro（$19\u002F月）",[20,223,224],{"id":224},"对比",[101,226,227,243],{},[104,228,229],{},[107,230,231,234,237,240],{},[110,232,233],{},"维度",[110,235,236],{},"Amazon Q",[110,238,239],{},"GitHub Copilot",[110,241,242],{},"通义灵码",[119,244,245,258,272,284,295,308],{},[107,246,247,250,253,256],{},[124,248,249],{},"AWS 生态集成",[124,251,252],{},"✅ 深度",[124,254,255],{},"❌",[124,257,255],{},[107,259,260,263,266,269],{},[124,261,262],{},"补全能力",[124,264,265],{},"中（AWS 强）",[124,267,268],{},"强",[124,270,271],{},"中上",[107,273,274,276,279,282],{},[124,275,59],{},[124,277,278],{},"✅ 内置",[124,280,281],{},"插件",[124,283,255],{},[107,285,286,288,291,293],{},[124,287,65],{},[124,289,290],{},"✅ Java\u002F.NET",[124,292,255],{},[124,294,255],{},[107,296,297,299,302,305],{},[124,298,93],{},[124,300,301],{},"Free \u002F $19",[124,303,304],{},"$10\u002F月",[124,306,307],{},"免费",[107,309,310,313,316,318],{},[124,311,312],{},"非 AWS 场景",[124,314,315],{},"弱",[124,317,268],{},[124,319,268],{},[20,321,322],{"id":322},"避坑",[40,324,325,331,337,343,349],{},[43,326,327,330],{},[29,328,329],{},"非 AWS 项目别用 Q","：补全质量和性价比都不如 Copilot",[43,332,333,336],{},[29,334,335],{},"Pro 值不值看用量","：不用 AWS 管理和迁移功能，$19 纯浪费",[43,338,339,342],{},[29,340,341],{},"安全扫描别完全依赖","：能检常见问题但不是专业 SAST 工具，复杂漏洞检不出",[43,344,345,348],{},[29,346,347],{},"迁移功能要先备份","：自动重构偶有误改，Git 提交后再跑",[43,350,351,354],{},[29,352,353],{},"Free 聊天额度省着用","：50 次\u002F月很少，留给复杂问题",[20,356,358],{"id":357},"适合-不适合","适合 \u002F 不适合",[40,360,361,364,367,370,373,376,379],{},[43,362,363],{},"✅ AWS 重度用户，日常写 AWS SDK 代码",[43,365,366],{},"✅ 需要云资源运维问答排查问题",[43,368,369],{},"✅ 企业级 Java \u002F .NET 代码迁移项目",[43,371,372],{},"✅ 看重代码安全扫描的团队",[43,374,375],{},"❌ 非 AWS 技术栈（用 Copilot）",[43,377,378],{},"❌ 个人开发者（$19 偏贵，Free 版聊天太少）",[43,380,381],{},"❌ 追求最强通用补全能力",[20,383,385],{"id":384},"faq","FAQ",[25,387,388,391],{},[29,389,390],{},"Q: Amazon Q 和 CodeWhisperer 是什么关系？","\nA: CodeWhisperer 是前身。2024 年 AWS 将其整合进 Amazon Q 品牌，更名为 Amazon Q Developer，功能在原补全基础上增加了聊天、安全扫描、AWS 管理等。",[25,393,394,397],{},[29,395,396],{},"Q: 免费版和 Copilot 免费版比？","\nA: Q 免费版补全无限量但聊天仅 50 次\u002F月；Copilot 免费版有限补全次数。AWS 项目选 Q，通用项目选 Copilot。",[25,399,400,403],{},[29,401,402],{},"Q: Java 迁移功能好用吗？","\nA: Java 8 → 17 迁移效果不错，能自动处理 deprecated API、模块化、record 类等。但仍需人工 review，不要全自动信任。",[20,405,406],{"id":406},"相关阅读",[25,408,409,414,415,414,419],{},[410,411,413],"a",{"href":412},"\u002Fcoding\u002Fcli\u002Fgoose.html","Goose"," · ",[410,416,418],{"href":417},"\u002Fcoding\u002Fcopilot\u002Fcody.html","Cody (Sourcegraph)",[410,420,422],{"href":421},"\u002Fcoding\u002Fcopilot\u002Ftabnine.html","Tabnine",[20,424,425],{"id":425},"来源",[95,427,428],{},[25,429,430],{},"本文的价格、版本号与性能数据均参考以下官方渠道整理，可能随时间变动，请以官方实时信息为准。",[40,432,433],{},[43,434,435],{},[410,436,440],{"href":437,"rel":438},"https:\u002F\u002Faws.amazon.com\u002Fq\u002Fdeveloper",[439],"nofollow","官网",{"title":442,"searchDepth":443,"depth":443,"links":444},"",3,[445,447,448,449,450,451,452,453,454,455,456],{"id":22,"depth":446,"text":23},2,{"id":38,"depth":446,"text":38},{"id":93,"depth":446,"text":93},{"id":149,"depth":446,"text":150},{"id":200,"depth":446,"text":200},{"id":224,"depth":446,"text":224},{"id":322,"depth":446,"text":322},{"id":357,"depth":446,"text":358},{"id":384,"depth":446,"text":385},{"id":406,"depth":446,"text":406},{"id":425,"depth":446,"text":425},"copilot","\u002Fimg\u002Ftools\u002Famazon-q.webp","Amazon Q Developer 真实评测：AWS 出品的 AI 编程助手（原 CodeWhisperer），深度集成 AWS 生态，支持代码补全、安全扫描、AWS 资源问答。Free + Pro $19\u002F月，适合 AWS 重度用户和企业级代码迁移场景。",false,"md",[463],"en","2026-07-30",{},true,"\u002Ftools\u002Fcoding\u002Fcopilot\u002Famazon-q","coding",[470,471,472],"windows","macos","linux","Free \u002F Pro $19\u002Fmo","2026-07-05",{"power":443,"ux":443,"price":443,"cn_support":446,"stability":476},4,{"title":11,"description":459},"Amazon Q Developer - AWS AI 编程助手评测 | AIHO","coding\u002Fcopilot\u002Famazon-q",[481],{"title":440,"url":437},"tools\u002Fcoding\u002Fcopilot\u002Famazon-q","AWS AI 编程助手（原 CodeWhisperer），深度集成 AWS 生态",[457,485,486,487],"aws","cloud","code-completion","AWS 生态重度用户和云资源运维场景的首选，代码迁移和安全扫描是亮点；补全能力中等且绑死 AWS 体系，非 AWS 用户性价比低。","kBpm-yCytvf8DbgUWJA8OmPl4lGwb0pvTioQQ1G8kv0",{"id":491,"title":239,"alternatives":492,"api_compatible":496,"body":497,"category":457,"chinese_friendly":443,"cover":1664,"description":1665,"domestic":460,"extension":461,"faq":8,"free":460,"github":1612,"languages":1666,"lastVerified":8,"meta":1668,"models":1669,"navigation":466,"notSuitable":1675,"opensource":460,"path":1679,"pillar":468,"platforms":1680,"priceTable":1681,"pricing":1704,"published":1705,"relatedPlaybooks":8,"relatedReviews":8,"score":1706,"self_host":460,"seo":1707,"seoTitle":1708,"slug":13,"sources":1709,"stem":1736,"suitable":1737,"tagline":1743,"tags":1744,"updated":1750,"verdict":1751,"website":1612,"__hash__":1752},"tools\u002Ftools\u002Fcoding\u002Fcopilot\u002Fgithub-copilot.md",[14,493,494,495],"coding\u002Fide\u002Fwindsurf","coding\u002Fcli\u002Fcline","coding\u002Fagent\u002Fcontinue",[],{"type":17,"value":498,"toc":1645},[499,501,556,561,564,569,621,625,633,647,655,660,664,672,690,693,697,707,710,754,779,783,786,789,803,810,814,825,851,909,920,923,931,1012,1017,1042,1046,1166,1169,1172,1212,1215,1378,1383,1417,1420,1484,1486,1489,1506,1509,1538,1540,1603,1605,1633,1641],[20,500,23],{"id":22},[502,503,508,523,534],"div",{"className":504},[505,506,507],"card","p-5","my-4",[25,509,510,513,514,518,519,522],{},[29,511,512],{},"一句话："," AI 编程的\"出厂选项\"。2021 年随 VS Code 首发，2025-02 Agent Mode GA、2025-09 Coding Agent GA、2025 全年支持 ",[410,515,517],{"href":516},"\u002Fwiki\u002Fmcp.html","MCP","，到 2026 Q2 已经从\"补全工具\"演化成 ",[29,520,521],{},"完整 Agent 平台","——补全、对话、Agent Mode、后台 Coding Agent 一站全有。",[25,524,525,526,529,530,533],{},"最大优势是 ",[29,527,528],{},"生态最稳 + 免费档大方（2000 次补全\u002F月）+ 学生\u002F开源免费 Pro","。代价是 ",[29,531,532],{},"国内门槛","：账号 + 网络 + 支付。",[25,535,536,539,540,543,544,547,548,551,552,555],{},[29,537,538],{},"2026-07 最新变化","：① 自 ",[29,541,542],{},"2026-06-01 起转 AI Credits 按量计费","（1 credit = $0.01），基础订阅价不变，",[29,545,546],{},"单行补全 & Next Edit 仍免费不计费","，仅 Chat\u002FAgent\u002FPR 评审\u002FCLI\u002F超长上下文消耗 credits；② ",[29,549,550],{},"Kimi K2.7 Code"," 成为首个开源权重可选模型（7-01 Pro\u002FPro+\u002FMax，7-07 Business\u002FEnterprise 需管理员开启）；③ ",[29,553,554],{},"GPT-5.6","（Sol\u002FTerra\u002FLuna）7-09 全 IDE 上线；④ Codex 作为公测 Agent provider 进入 JetBrains（7-07），JetBrains Inline Chat GA。",[95,557,558],{},[25,559,560],{},"来源说明：本文基于 github.com 官方页面、docs.github.com 企业版文档、github.blog 公告、第三方评测（augmentcode \u002F tossitt \u002F 4geeks）综合整理。Copilot 定价 2026 多次调整（社区报告 2026-04 起新增 credit 制），请以最新官方页面为准。",[20,562,563],{"id":563},"核心特性",[565,566,568],"h3",{"id":567},"三大形态completion-chat-agent","三大形态：Completion \u002F Chat \u002F Agent",[40,570,571,577,583,589,595,615],{},[43,572,573,576],{},[29,574,575],{},"Code Completion","：开山立派的能力，AI 在你写代码时给 inline 建议",[43,578,579,582],{},[29,580,581],{},"Copilot Chat","：侧边栏对话，问\"这段代码什么意思\"、\"帮我写个 SQL\"",[43,584,585,588],{},[29,586,587],{},"Agent Mode","（2025-02 在 VS Code GA）：自主多文件编辑，可调工具、跑测试、看结果调整",[43,590,591,594],{},[29,592,593],{},"Coding Agent","（2025-09 GA）：在 GitHub 网页 \u002F 移动端把 issue 派给 Copilot，它在云端 Actions 环境里改代码、开 PR 等你 review",[43,596,597,600,601,605,606,605,609,605,612],{},[29,598,599],{},"Copilot CLI 新终端界面","（2026-06-23 GA）：Tabbed TUI、Issues\u002FPRs\u002FGists 标签页、内置 ",[602,603,604],"code",{},"\u002Fmcp add","、",[602,607,608],{},"\u002Fskills",[602,610,611],{},"\u002Fplugin",[602,613,614],{},"\u002Fsettings",[43,616,617,620],{},[29,618,619],{},"Agent Finder","（2026-06-17 发布）：基于开放 ARD（Agentic Resource Discovery）规范，按任务动态发现可用资源 \u002F MCP \u002F 私有 registry，避免一开始把所有工具塞进上下文",[565,622,624],{"id":623},"agent-mode-详解","Agent Mode 详解",[25,626,627,632],{},[410,628,631],{"href":629,"rel":630},"https:\u002F\u002Fgithub.blog\u002Fnews-insights\u002Fproduct-news\u002Fgithub-copilot-coding-agent-is-now-generally-available\u002F",[439],"GitHub Blog 公告"," 描述的 Agent Mode 能力：",[40,634,635,638,641,644],{},[43,636,637],{},"跨文件自主编辑（不需要你一个个 @ 文件）",[43,639,640],{},"调用 terminal 跑测试 \u002F linter",[43,642,643],{},"MCP 服务集成（2025-04 起 public preview，VS Code \u002F JetBrains \u002F Xcode 都支持）",[43,645,646],{},"支持 Claude Opus 4.6 \u002F Sonnet 4.6 \u002F GPT-5 \u002F Gemini 2.5 Pro 等多模型按需切",[25,648,649,654],{},[410,650,653],{"href":651,"rel":652},"https:\u002F\u002Fagents.4geeks.com\u002Fagent\u002Fgithub-copilot",[439],"4geeks.com 2025 评测","：",[95,656,657],{},[25,658,659],{},"\"GitHub Copilot supports MCP (Model Context Protocol) servers in VS Code, JetBrains, and Xcode, available in Agent Mode. Users can connect MCP tools directly from the Copilot panel.\"",[565,661,663],{"id":662},"coding-agent云端后台-pr-生成","Coding Agent（云端后台 PR 生成）",[25,665,666,671],{},[410,667,670],{"href":668,"rel":669},"https:\u002F\u002Fdocs.github.com\u002F",[439],"GitHub 官方文档"," 描述的 Coding Agent：",[40,673,674,677,684,687],{},[43,675,676],{},"从 GitHub Issues、VS Code、GitHub.com agent 界面、PR 评论、安全告警任一入口指派",[43,678,679,680,683],{},"在 ",[29,681,682],{},"GitHub Actions 临时开发环境","里跑（不占你本地）",[43,685,686],{},"完成后开 PR，附完整 commit \u002F 测试输出 \u002F 工作日志",[43,688,689],{},"你只 review + merge",[25,691,692],{},"支持版本：Pro \u002F Pro+ \u002F Business \u002F Enterprise（Free 不含）",[565,694,696],{"id":695},"copilot-cli2026-新终端界面-ga","Copilot CLI（2026 新终端界面 GA）",[25,698,699,700,605,703,706],{},"2026-06-23，GitHub 将新版 Copilot CLI terminal interface 推到 GA。它已经不只是 ",[602,701,702],{},"gh copilot suggest",[602,704,705],{},"gh copilot explain"," 这种「自然语言 → shell 命令」工具，而是更接近一个终端里的 Copilot 工作台。",[25,708,709],{},"关键变化：",[40,711,712,718,728,745],{},[43,713,714,717],{},[29,715,716],{},"Tabbed TUI","：Session \u002F Gists \u002F Issues \u002F Pull Requests 标签页，当前目录是 GitHub repo 时自动显示 issue \u002F PR。",[43,719,720,723,724,727],{},[29,721,722],{},"引用工作项","：在 Issues \u002F PRs tab 高亮条目后按 ",[602,725,726],{},"c","，可以把该 issue \u002F PR 直接塞进 prompt，让 Copilot 调查、修复或 review。",[43,729,730,654,733,605,735,605,738,605,740,605,742,744],{},[29,731,732],{},"内置配置",[602,734,604],{},[602,736,737],{},"\u002Fmcp search",[602,739,608],{},[602,741,611],{},[602,743,614],{}," 都可以在会话中完成，不再手写配置文件。",[43,746,747,654,750,753],{},[29,748,749],{},"无障碍主题",[602,751,752],{},"\u002Ftheme"," 支持 default \u002F dim \u002F high-contrast \u002F colorblind，并自动检测 screen reader。",[755,756,760],"pre",{"className":757,"code":758,"language":759,"meta":442,"style":442},"language-bash shiki shiki-themes github-light github-dark","copilot update\ncopilot\n","bash",[602,761,762,774],{"__ignoreMap":442},[763,764,767,770],"span",{"class":765,"line":766},"line",1,[763,768,457],{"class":769},"sScJk",[763,771,773],{"class":772},"sZZnC"," update\n",[763,775,776],{"class":765,"line":446},[763,777,778],{"class":769},"copilot\n",[565,780,782],{"id":781},"agent-finder资源发现开始标准化","Agent Finder：资源发现开始标准化",[25,784,785],{},"2026-06-17，GitHub 推出 Agent Finder。它解决的是 2026 年 Agent 工具链的新问题：工具、MCP、skills、私有 registry 越来越多，如果每次都预加载，context 会爆；如果都手动接，开发者又会被配置淹没。",[25,787,788],{},"Agent Finder 的思路是：",[202,790,791,794,797,800],{},[43,792,793],{},"用户用自然语言描述任务。",[43,795,796],{},"Copilot 到公开 catalog 或企业私有 registry 里搜索资源。",[43,798,799],{},"返回 ranked matches。",[43,801,802],{},"用户确认后，Copilot 再按需加载对应工具 \u002F skill。",[25,804,805,806,809],{},"GitHub 表示它实现了开放的 ",[29,807,808],{},"ARD（Agentic Resource Discovery）spec","，并与 Google、GoDaddy、Hugging Face、Microsoft 协作制定。这个方向值得关注：MCP 解决「连工具」，ARD 解决「怎么发现该连哪个工具」。",[565,811,813],{"id":812},"ai-credits-按量计费2026-06-01-正式启用","AI Credits 按量计费（2026-06-01 正式启用）",[25,815,816,817,820,821,824],{},"自 ",[29,818,819],{},"2026-06-01"," 起，Copilot 全面转向 ",[29,822,823],{},"AI Credits 按量计费","（1 credit = $0.01），取代原 PRU（Premium Request Units）。核心逻辑：",[40,826,827,833,838,845,848],{},[43,828,829,832],{},[29,830,831],{},"基础订阅价不变","：Pro $10（含 $10 credits）、Pro+ $39（含 $39）、Business $19（含 $19）、Enterprise $39（含 $39）",[43,834,835,837],{},[29,836,546],{},"——轻度用户体验和成本几乎不变",[43,839,840,841,844],{},"仅 ",[29,842,843],{},"Chat \u002F Agent \u002F PR 评审 \u002F CLI \u002F 超长上下文"," 消耗 credits",[43,846,847],{},"取消 fallback；新增企业 \u002F 成本中心 \u002F 用户级预算管控 + pooled usage（额度池化）",[43,849,850],{},"Business\u002FEnterprise 6-8 月有促销额度（$30 \u002F $70）；code review 另计 Actions 分钟",[101,852,853,863],{},[104,854,855],{},[107,856,857,860],{},[110,858,859],{},"项目",[110,861,862],{},"是否消耗 credits",[119,864,865,873,880,888,895,902],{},[107,866,867,870],{},[124,868,869],{},"单行补全",[124,871,872],{},"❌ 免费",[107,874,875,878],{},[124,876,877],{},"Next Edit 建议",[124,879,872],{},[107,881,882,885],{},[124,883,884],{},"Chat 对话",[124,886,887],{},"✅ 计费",[107,889,890,893],{},[124,891,892],{},"Agent 任务",[124,894,887],{},[107,896,897,900],{},[124,898,899],{},"PR 评审 \u002F CLI",[124,901,887],{},[107,903,904,907],{},[124,905,906],{},"超长上下文",[124,908,887],{},[25,910,911,654,914,916,917,919],{},[29,912,913],{},"模型阵营大扩容",[29,915,550],{},"（1T 总参 \u002F 32B 激活 MoE，256K 上下文，Modified MIT）GA 7-01，是 Copilot 首个开源权重可选模型（Azure 托管）；",[29,918,554],{}," 家族 7-09 全 IDE 上线；Codex 作为公测 Agent provider 进入 JetBrains（7-07）。",[20,921,922],{"id":922},"价格与运行成本",[25,924,925,930],{},[410,926,929],{"href":927,"rel":928},"https:\u002F\u002Fgithub.com\u002Ffeatures\u002Fcopilot\u002Fplans",[439],"官方 Plans 页"," 2026 Q2 公开数据：",[101,932,933,945],{},[104,934,935],{},[107,936,937,940,942],{},[110,938,939],{},"档位",[110,941,93],{},[110,943,944],{},"关键点",[119,946,947,959,968,979,990,1001],{},[107,948,949,951,953],{},[124,950,126],{},[124,952,129],{},[124,954,955,956],{},"2000 补全\u002F月，Haiku 4.5 + GPT-5 mini，含 Copilot CLI，",[29,957,958],{},"无需信用卡",[107,960,961,963,965],{},[124,962,137],{},[124,964,304],{},[124,966,967],{},"无限补全 + Cloud agent + Code review + 第三方 agent（Claude Code \u002F Codex）+ $15 credits",[107,969,970,973,976],{},[124,971,972],{},"Pro+",[124,974,975],{},"$39\u002F月",[124,977,978],{},"Pro + Opus 等 premium 模型 + 4x usage + $70 credits",[107,980,981,984,987],{},[124,982,983],{},"Max",[124,985,986],{},"$100\u002F月",[124,988,989],{},"Pro+ 2.9x + 优先新模型 + $200 credits",[107,991,992,995,998],{},[124,993,994],{},"Business",[124,996,997],{},"$19\u002Fseat\u002F月",[124,999,1000],{},"组织管理 + Copilot 策略 + 全代码库语义索引",[107,1002,1003,1006,1009],{},[124,1004,1005],{},"Enterprise",[124,1007,1008],{},"$39\u002Fseat\u002F月",[124,1010,1011],{},"Business + Enterprise 索引 + 优先模型",[25,1013,1014,654],{},[29,1015,1016],{},"重要福利",[40,1018,1019,1030,1036],{},[43,1020,1021,654,1024,1029],{},[29,1022,1023],{},"学生免费",[410,1025,1028],{"href":1026,"rel":1027},"https:\u002F\u002Feducation.github.com\u002Fpack",[439],"GitHub Student Developer Pack"," 认证后直接拿 Pro",[43,1031,1032,1035],{},[29,1033,1034],{},"开源维护者免费","：维护流行开源项目（star 数 + 活跃度门槛）可申请免费 Pro",[43,1037,1038,1041],{},[29,1039,1040],{},"教师免费","：通过 GitHub Education 认证",[20,1043,1045],{"id":1044},"上手-3-分钟","上手 3 分钟",[755,1047,1049],{"className":757,"code":1048,"language":759,"meta":442,"style":442},"# VS Code：扩展市场搜 \"GitHub Copilot\" 装上即可\n# JetBrains：Plugin Marketplace 搜 Copilot\n# Neovim：装 github\u002Fcopilot.vim 仓库\n# Xcode：装 github\u002FCopilotForXcode\n\n# 命令行\nbrew install gh                  # macOS\nwinget install GitHub.cli        # Windows\n# Linux：参考 cli.github.com\n\ngh auth login                    # 登录 GitHub\ngh extension install github\u002Fgh-copilot\ngh copilot suggest \"重启 docker 并清理缓存\"\n",[602,1050,1051,1057,1062,1067,1072,1078,1084,1099,1113,1119,1124,1139,1152],{"__ignoreMap":442},[763,1052,1053],{"class":765,"line":766},[763,1054,1056],{"class":1055},"sJ8bj","# VS Code：扩展市场搜 \"GitHub Copilot\" 装上即可\n",[763,1058,1059],{"class":765,"line":446},[763,1060,1061],{"class":1055},"# JetBrains：Plugin Marketplace 搜 Copilot\n",[763,1063,1064],{"class":765,"line":443},[763,1065,1066],{"class":1055},"# Neovim：装 github\u002Fcopilot.vim 仓库\n",[763,1068,1069],{"class":765,"line":476},[763,1070,1071],{"class":1055},"# Xcode：装 github\u002FCopilotForXcode\n",[763,1073,1075],{"class":765,"line":1074},5,[763,1076,1077],{"emptyLinePlaceholder":466},"\n",[763,1079,1081],{"class":765,"line":1080},6,[763,1082,1083],{"class":1055},"# 命令行\n",[763,1085,1087,1090,1093,1096],{"class":765,"line":1086},7,[763,1088,1089],{"class":769},"brew",[763,1091,1092],{"class":772}," install",[763,1094,1095],{"class":772}," gh",[763,1097,1098],{"class":1055},"                  # macOS\n",[763,1100,1102,1105,1107,1110],{"class":765,"line":1101},8,[763,1103,1104],{"class":769},"winget",[763,1106,1092],{"class":772},[763,1108,1109],{"class":772}," GitHub.cli",[763,1111,1112],{"class":1055},"        # Windows\n",[763,1114,1116],{"class":765,"line":1115},9,[763,1117,1118],{"class":1055},"# Linux：参考 cli.github.com\n",[763,1120,1122],{"class":765,"line":1121},10,[763,1123,1077],{"emptyLinePlaceholder":466},[763,1125,1127,1130,1133,1136],{"class":765,"line":1126},11,[763,1128,1129],{"class":769},"gh",[763,1131,1132],{"class":772}," auth",[763,1134,1135],{"class":772}," login",[763,1137,1138],{"class":1055},"                    # 登录 GitHub\n",[763,1140,1142,1144,1147,1149],{"class":765,"line":1141},12,[763,1143,1129],{"class":769},[763,1145,1146],{"class":772}," extension",[763,1148,1092],{"class":772},[763,1150,1151],{"class":772}," github\u002Fgh-copilot\n",[763,1153,1155,1157,1160,1163],{"class":765,"line":1154},13,[763,1156,1129],{"class":769},[763,1158,1159],{"class":772}," copilot",[763,1161,1162],{"class":772}," suggest",[763,1164,1165],{"class":772}," \"重启 docker 并清理缓存\"\n",[25,1167,1168],{},"IDE 中：登录 GitHub 账号 → 同意订阅 → 直接用。Free 档不需要任何信用卡。",[20,1170,1171],{"id":1171},"国内使用注意事项",[202,1173,1174,1180,1190,1196],{},[43,1175,1176,1179],{},[29,1177,1178],{},"账号","：注册 GitHub 即可，国内号 ok，但偶发要海外手机验证",[43,1181,1182,1185,1186,1189],{},[29,1183,1184],{},"网络","：插件 push \u002F pull 走 api.github.com 和 copilot-proxy.githubusercontent.com，国内",[29,1187,1188],{},"必须有稳定代理","，否则补全卡顿到不可用",[43,1191,1192,1195],{},[29,1193,1194],{},"支付","：Pro 付款渠道有限——Apple 礼品卡（macOS）、Google Play（Android）、海外卡。第三方代付方案少",[43,1197,1198,1201,1202,1206,1207,1211],{},[29,1199,1200],{},"替代路径","：用 ",[410,1203,1205],{"href":1204},"\u002Fcoding\u002Fcli\u002Fcline.html","Cline"," \u002F ",[410,1208,1210],{"href":1209},"\u002Fcoding\u002Fagent\u002Fcontinue.html","Continue"," + 国产模型，国内体验更顺畅",[20,1213,1214],{"id":1214},"与同类怎么选",[101,1216,1217,1241],{},[104,1218,1219],{},[107,1220,1221,1223,1225,1231,1237],{},[110,1222,233],{},[110,1224,239],{},[110,1226,1227],{},[410,1228,1230],{"href":1229},"\u002Fcoding\u002Fide\u002Fcursor.html","Cursor",[110,1232,1233],{},[410,1234,1236],{"href":1235},"\u002Fcoding\u002Fide\u002Fwindsurf.html","Windsurf",[110,1238,1239],{},[410,1240,1205],{"href":1204},[119,1242,1243,1259,1275,1289,1305,1320,1335,1349,1364],{},[107,1244,1245,1248,1251,1254,1256],{},[124,1246,1247],{},"形态",[124,1249,1250],{},"插件（VS Code\u002FJetBrains 等）",[124,1252,1253],{},"AI-first IDE",[124,1255,1253],{},[124,1257,1258],{},"VS Code 扩展",[107,1260,1261,1264,1267,1270,1272],{},[124,1262,1263],{},"多 IDE 覆盖",[124,1265,1266],{},"★★★★★",[124,1268,1269],{},"★★☆☆☆ 仅自家",[124,1271,1269],{},[124,1273,1274],{},"★★★★☆",[107,1276,1277,1280,1282,1284,1286],{},[124,1278,1279],{},"补全速度",[124,1281,1274],{},[124,1283,1274],{},[124,1285,1266],{},[124,1287,1288],{},"★★★☆☆",[107,1290,1291,1294,1297,1300,1303],{},[124,1292,1293],{},"Agent 模式",[124,1295,1296],{},"★★★★☆ Agent Mode",[124,1298,1299],{},"★★★★★ Composer",[124,1301,1302],{},"★★★★★ Cascade",[124,1304,1274],{},[107,1306,1307,1310,1313,1316,1318],{},[124,1308,1309],{},"云端后台 Agent",[124,1311,1312],{},"★★★★★ Coding Agent",[124,1314,1315],{},"⚠️ Bug bot",[124,1317,255],{},[124,1319,255],{},[107,1321,1322,1325,1328,1330,1332],{},[124,1323,1324],{},"模型选择",[124,1326,1327],{},"★★★★★ 多家",[124,1329,1274],{},[124,1331,1274],{},[124,1333,1334],{},"★★★★★ BYOK",[107,1336,1337,1340,1343,1345,1347],{},[124,1338,1339],{},"企业合规",[124,1341,1342],{},"★★★★★ SOC2\u002FISO",[124,1344,1274],{},[124,1346,1288],{},[124,1348,1288],{},[107,1350,1351,1354,1357,1359,1361],{},[124,1352,1353],{},"免费档",[124,1355,1356],{},"★★★★☆ 2000\u002F月",[124,1358,1288],{},[124,1360,1274],{},[124,1362,1363],{},"完全免费（自带 API）",[107,1365,1366,1368,1371,1373,1375],{},[124,1367,532],{},[124,1369,1370],{},"高",[124,1372,1370],{},[124,1374,1370],{},[124,1376,1377],{},"低",[25,1379,1380,654],{},[29,1381,1382],{},"怎么选",[40,1384,1385,1391,1397,1407],{},[43,1386,1387,1390],{},[29,1388,1389],{},"公司发账号 \u002F 团队"," → GitHub Copilot Business",[43,1392,1393,1396],{},[29,1394,1395],{},"个人海外 + 想要稳定生态"," → Pro $10\u002F月",[43,1398,1399,1402,1403,1206,1405],{},[29,1400,1401],{},"追求 IDE 级 Agent 激进度"," → ",[410,1404,1230],{"href":1229},[410,1406,1236],{"href":1235},[43,1408,1409,1402,1412,1206,1414,1416],{},[29,1410,1411],{},"国内 \u002F 完全自主可控",[410,1413,1205],{"href":1204},[410,1415,1210],{"href":1209}," + 国产模型",[20,1418,1419],{"id":1419},"避坑清单",[40,1421,1422,1428,1434,1440,1450,1460,1466,1472,1478],{},[43,1423,1424,1427],{},[29,1425,1426],{},"AI Credits 制下重度 Agent 用户要算账","：单行补全和 Next Edit 免费，但 Chat\u002FAgent\u002FPR 评审都计费，Sol 级模型一次复杂 agent 任务可能耗掉不少 credits，重度使用建议用企业版的预算管控 + 额度池化",[43,1429,1430,1433],{},[29,1431,1432],{},"Kimi K2.7 默认关（企业版）","：Business\u002FEnterprise 需管理员在后台开启才能选用 Kimi K2.7 Code",[43,1435,1436,1439],{},[29,1437,1438],{},"Coding Agent 跑在 Actions 上","：你的 Actions minutes 会被消耗，免费仓库够用，私有仓库要注意账单",[43,1441,1442,1445,1446,1449],{},[29,1443,1444],{},"Agent Mode 默认权限要 review","：第一次跑会让你授权\"能改文件 \u002F 能跑命令\"，团队建议设置 ",[602,1447,1448],{},".github\u002Fcopilot-instructions.md"," 把规则成文",[43,1451,1452,1459],{},[29,1453,1454,1455,1458],{},"不要把 ",[602,1456,1457],{},"OPENAI_API_KEY"," 暴露","：Copilot 自带模型供给，不需要你的 API key",[43,1461,1462,1465],{},[29,1463,1464],{},"国内首次激活有\"需要海外手机\"的概率事件","：失败时换网络环境或换手机号",[43,1467,1468,1471],{},[29,1469,1470],{},"JetBrains 插件偶发崩溃","：IDE 端体验略落后 VS Code，遇到崩溃先升 plugin 版本",[43,1473,1474,1477],{},[29,1475,1476],{},"Agent Finder 不等于自动装工具","：它只负责发现和推荐，企业管理员仍应控制允许的 registry；不要把未知 MCP server 直接接进生产仓库",[43,1479,1480,1483],{},[29,1481,1482],{},"Pro+ \u002F Max 是个人订阅，不能给团队共享","：要团队就上 Business",[20,1485,358],{"id":357},[25,1487,1488],{},"✅ 适合：",[40,1490,1491,1494,1497,1500,1503],{},[43,1492,1493],{},"已经全员在 GitHub 的团队（开 Business 最省事）",[43,1495,1496],{},"个人海外开发者，重视生态稳定",[43,1498,1499],{},"学生 \u002F 开源维护者（薅免费 Pro）",[43,1501,1502],{},"多 IDE 切换的开发者（VS Code + JetBrains + Neovim）",[43,1504,1505],{},"需要\"issue → PR\"自动化流程",[25,1507,1508],{},"❌ 不适合：",[40,1510,1511,1522,1529,1535],{},[43,1512,1513,1514,1206,1518,1521],{},"国内首选 IDE 体验（去 ",[410,1515,1517],{"href":1516},"\u002Fcoding\u002Fide\u002Ftrae.html","Trae",[410,1519,1520],{"href":1229},"Cursor 国内代付","）",[43,1523,1524,1525,1206,1527,1521],{},"想要最激进的多文件 Agent（去 ",[410,1526,1230],{"href":1229},[410,1528,1236],{"href":1235},[43,1530,1531,1532,1534],{},"私有部署 \u002F 数据不出网（",[410,1533,1210],{"href":1209}," + 自建模型）",[43,1536,1537],{},"反对一切 credit 制",[20,1539,406],{"id":406},[40,1541,1542,1561,1574,1592],{},[43,1543,1544,1545,1206,1547,1206,1549,1206,1551,1206,1555,1206,1557],{},"同类对比：",[410,1546,1230],{"href":1229},[410,1548,1236],{"href":1235},[410,1550,1517],{"href":1516},[410,1552,1554],{"href":1553},"\u002Fcoding\u002Fcli\u002Fclaude-code.html","Claude Code",[410,1556,1205],{"href":1204},[410,1558,1560],{"href":1559},"\u002Fcoding\u002Fcli\u002Fcodex.html","Codex CLI",[43,1562,1563,1564,1206,1568,1206,1570],{},"概念：",[410,1565,1567],{"href":1566},"\u002Fwiki\u002Fai-agent.html","AI Agent",[410,1569,517],{"href":516},[410,1571,1573],{"href":1572},"\u002Fwiki\u002Ffunction-calling.html","Function Calling",[43,1575,1576,1577,1206,1580,1206,1584,1206,1588],{},"模型：",[410,1578,554],{"href":1579},"\u002Fmodels\u002Fgpt-5-6.html",[410,1581,1583],{"href":1582},"\u002Fmodels\u002Fclaude-sonnet-5.html","Claude Sonnet 5",[410,1585,1587],{"href":1586},"\u002Fmodels\u002Fkimi-k3.html","Kimi K3",[410,1589,1591],{"href":1590},"\u002Fmodels\u002Fgemini-3-pro.html","Gemini 3 Pro",[43,1593,1594,1595,1206,1599],{},"进阶：",[410,1596,1598],{"href":1597},"\u002Fwiki\u002Fvibe-coding.html","Vibe Coding",[410,1600,1602],{"href":1601},"\u002Fwiki\u002Fprompt-engineering.html","Prompt Engineering",[20,1604,425],{"id":425},[40,1606,1607,1614,1620,1627,1630],{},[43,1608,1609,1610],{},"官网：",[410,1611,1612],{"href":1612,"rel":1613},"https:\u002F\u002Fgithub.com\u002Ffeatures\u002Fcopilot",[439],[43,1615,1616,1617],{},"定价：",[410,1618,927],{"href":927,"rel":1619},[439],[43,1621,1622,1623],{},"企业文档：",[410,1624,1625],{"href":1625,"rel":1626},"https:\u002F\u002Fdocs.github.com\u002Fen\u002Fenterprise-cloud@latest\u002Fcopilot\u002Fget-started\u002Fplans",[439],[43,1628,1629],{},"公告：github.blog",[43,1631,1632],{},"第三方评测：augmentcode.com \u002F tossitt.com \u002F 4geeks.com",[25,1634,1635,1636,1640],{},"本卡片由 AIHO 编辑部根据官方公开资料与第三方评测整理。所有事实点均标注来源；如发现价格 \u002F 模型 \u002F 功能与最新官方信息不一致，请通过 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编辑部基于官方文档与多份评测整理。",[1667,463],"zh",{},[1670,1671,1672,1673,1674],"claude-sonnet-5","gpt-5.6","kimi-k2.7-code","gemini-3-pro","haiku-4.5",[1676,1677,1678],"完全无网络代理的国内开发者","追求最激进的多文件 Agent（去 Cursor \u002F Windsurf）","想私有部署 \u002F 数据不出网（去 Continue.dev）","\u002Ftools\u002Fcoding\u002Fcopilot\u002Fgithub-copilot",[470,471,472],[1682,1686,1690,1694,1696,1700],{"plan":126,"price":129,"limit":1683,"cn_pay":1684,"note":1685},"2,000 completions\u002F月 + Haiku\u002FGPT-5 mini + Copilot CLI","—","学生免费升级 Pro",{"plan":137,"price":304,"limit":1687,"cn_pay":1688,"note":1689},"无限补全 + Cloud agent + Code review + $15 credits","⚠️ 需海外卡 \u002F Apple 礼品卡","个人主力档",{"plan":972,"price":975,"limit":1691,"cn_pay":1692,"note":1693},"Pro + Opus 等 premium 模型 + 4x credits ($70)","⚠️","重度用户",{"plan":983,"price":986,"limit":989,"cn_pay":1692,"note":1695},"高并发 agent",{"plan":994,"price":997,"limit":1697,"cn_pay":1698,"note":1699},"组织管理 + 策略控制 + 代码库索引","✅ 企业发票","团队首选",{"plan":1005,"price":1008,"limit":1701,"cn_pay":1702,"note":1703},"Business + 优先模型 + 更大 AI credits","✅","大企业","Free \u002F Pro $10\u002Fmo \u002F Pro+ $39\u002Fmo \u002F Max $100\u002Fmo \u002F Business $19 seat \u002F Enterprise $39 seat","2026-06-19",{"power":476,"ux":1074,"price":476,"cn_support":443,"stability":1074},{"title":239,"description":1665},"GitHub Copilot 评测 2026：微软 AI 编程助手，VS Code 集成，Copilot Chat 功能",[1710,1712,1714,1716,1718,1721,1724,1727,1730,1733],{"title":1711,"url":1612},"GitHub Copilot 官方",{"title":1713,"url":927},"Copilot Plans & Pricing",{"title":1715,"url":1625},"Copilot Enterprise Docs",{"title":1717,"url":629},"Agent Mode GA Blog",{"title":1719,"url":1720},"MCP Support Public Preview","https:\u002F\u002Fgithub.blog\u002Fchangelog\u002F2025\u002F04\u002F04\u002Fgithub-copilot-now-supports-mcp-servers-in-public-preview-in-vs-code\u002F",{"title":1722,"url":1723},"Copilot vs Intent 2026 评测","https:\u002F\u002Fwww.augmentcode.com\u002Ftools\u002Fintent-vs-github-copilot",{"title":1725,"url":1726},"Copilot 2026 完整指南","https:\u002F\u002Ftossitt.com\u002Fgithub-copilot-guide-2026",{"title":1728,"url":1729},"Copilot CLI 新终端界面 GA","https:\u002F\u002Fgithub.blog\u002Fchangelog\u002F2026-06-23-copilot-cli-new-terminal-interface-is-generally-available\u002F",{"title":1731,"url":1732},"Agent Finder for GitHub Copilot","https:\u002F\u002Fgithub.blog\u002Fchangelog\u002F2026-06-17-agent-finder-for-github-copilot-now-available\u002F",{"title":1734,"url":1735},"AI Credits 计费模型（github.blog changelog）","https:\u002F\u002Fgithub.blog\u002Fchangelog\u002F","tools\u002Fcoding\u002Fcopilot\u002Fgithub-copilot",[1738,1739,1740,1741,1742],"已经在用 GitHub 的所有人（最低成本）","团队 \u002F 企业（合规、SOC2、ISO 27001）","JetBrains 用户 \u002F Neovim \u002F Visual Studio \u002F Xcode","学生 \u002F 开源维护者（免费 Pro 资格）","需要 Coding Agent 自动从 issue 生成 PR","AI Copilot 鼻祖，VS Code \u002F JetBrains \u002F Neovim 全家桶覆盖",[457,1745,1746,1747,1748,1749],"vscode","jetbrains","github","agent-mode","coding-agent","2026-07-20","插件生态最稳的选择，免费档大方，国内用稳定代理 + GitHub 账号即可。Agent Mode 已经能跟 Cursor 掰手腕，Coding Agent 能直接在 GitHub 上跑后台 PR。","RHUQzZF5-aORzSz3_GLMXnBKixnS3YsMwKake8dE0cY",1785428442603]