[{"data":1,"prerenderedAt":2767},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"alt-main-tabnine":8,"alt-list-tabnine":502},{"tools":4,"reviews":5},98,27,{"tools":4,"reviews":5,"playbooks":7,"news":5},23,{"id":9,"title":10,"alternatives":11,"api_compatible":15,"body":16,"category":469,"chinese_friendly":455,"cover":470,"description":471,"domestic":472,"extension":473,"faq":15,"free":474,"github":15,"languages":475,"lastVerified":477,"meta":478,"models":15,"navigation":474,"notSuitable":15,"opensource":472,"path":479,"pillar":480,"platforms":481,"priceTable":15,"pricing":485,"published":486,"relatedPlaybooks":15,"relatedReviews":15,"score":487,"self_host":472,"seo":489,"seoTitle":490,"slug":491,"sources":492,"stem":494,"suitable":15,"tagline":495,"tags":496,"updated":477,"verdict":500,"website":449,"__hash__":501},"tools\u002Ftools\u002Fcoding\u002Fcopilot\u002Ftabnine.md","Tabnine",[12,13,14],"coding\u002Fcopilot\u002Fgithub-copilot","coding\u002Fcopilot\u002Fcodegeex","coding\u002Fcopilot\u002Ftongyi-lingma",null,{"type":17,"value":18,"toc":453},"minimark",[19,24,33,36,39,91,94,100,155,158,162,170,187,192,209,212,233,236,332,335,367,371,394,398,404,410,416,419,435,438,443],[20,21,23],"h2",{"id":22},"tldr","TL;DR",[25,26,27,28,32],"p",{},"Tabnine 是 AI 代码补全领域的老兵（2019 年就出道），核心卖点是",[29,30,31],"strong",{},"私有化部署 + 企业级数据安全","。它不依赖外部 API 调用，可以在企业内网完全闭环运行，代码不外泄。补全能力稳定但相比 Copilot \u002F Cursor 已有代差，强在安全和合规。",[25,34,35],{},"适合：金融 \u002F 医疗 \u002F 国防等对数据隐私要求极高的企业、需要私有化部署的团队、代码不能上云的合规场景。不适合：追求最强模型能力的个人开发者、预算敏感的小团队（$12\u002F月偏贵）、需要深度代码理解的用户。",[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],{},"私有化部署","：支持本地服务器 \u002F 内网部署，代码数据完全不离开企业网络",[43,50,51,54],{},[29,52,53],{},"多模型策略","：小模型本地推理（毫秒级补全）+ 大模型按需调用，兼顾速度和能力",[43,56,57,60],{},[29,58,59],{},"团队模型微调","：Enterprise 版可基于团队私有代码库微调专属补全模型",[43,62,63,66],{},[29,64,65],{},"多 IDE 支持","：VS Code、IntelliJ、PyCharm、WebStorm 等 20+ IDE \u002F 编辑器",[43,68,69,72],{},[29,70,71],{},"代码补全","：行内补全 + 多行补全 + 函数级补全，支持 50+ 编程语言",[43,74,75,78],{},[29,76,77],{},"隐私承诺","：明确承诺不使用用户代码训练公共模型，SOC 2 \u002F GDPR 合规",[43,80,81,84],{},[29,82,83],{},"中央管理","：企业管理后台统一管控策略、用户、模型配置",[43,86,87,90],{},[29,88,89],{},"Connect 功能","：读取本地代码库上下文，提供更精准的补全（Pro 以上）",[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",[119,120,121,133,144],"tbody",{},[107,122,123,127,130],{},[124,125,126],"td",{},"Basic",[124,128,129],{},"$0",[124,131,132],{},"基础补全（小模型），有限语言",[107,134,135,138,141],{},[124,136,137],{},"Pro",[124,139,140],{},"$12\u002F月",[124,142,143],{},"全语言补全 + 大模型 + Connect 上下文",[107,145,146,149,152],{},[124,147,148],{},"Enterprise",[124,150,151],{},"联系销售",[124,153,154],{},"私有化部署 + 团队微调 + 中央管理",[25,156,157],{},"Pro $12\u002F月比 Copilot（$10）贵，但价值在私有化能力。Basic 免费版能力较弱，仅适合尝鲜。",[20,159,161],{"id":160},"体验与评测资料整理","体验与评测（资料整理）",[95,163,164],{},[25,165,166,167],{},"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",[29,168,169],{},"亮点：",[40,171,172,175,178,181,184],{},[43,173,174],{},"私有化部署体验最成熟：内网装好服务器后，客户端零配置连接，IT 部门友好",[43,176,177],{},"补全稳定性好，延迟低（本地小模型 \u003C 100ms），不会因网络波动断补全",[43,179,180],{},"团队微调效果明显：在团队专属代码风格 \u002F 框架上补全准确率提升显著",[43,182,183],{},"多 IDE 支持覆盖广，JetBrains 全家桶体验一致",[43,185,186],{},"隐私合规文档完善，过企业安全审计省心",[25,188,189],{},[29,190,191],{},"踩坑：",[40,193,194,197,200,203,206],{},[43,195,196],{},"补全能力和 Copilot \u002F Cursor 有明显差距，复杂逻辑补全经常不到位",[43,198,199],{},"大模型调用有延迟（秒级），不如 Copilot 的行云流水",[43,201,202],{},"$12\u002F月定价偏高，个人用户性价比不如 Copilot",[43,204,205],{},"中文注释 \u002F 变量名的补全质量一般",[43,207,208],{},"界面交互较老派，不如新一代工具精致",[20,210,211],{"id":211},"上手",[213,214,215,218,221,224,227,230],"ol",{},[43,216,217],{},"在 Tabnine 官网注册账号，下载对应 IDE 插件",[43,219,220],{},"安装插件后重启 IDE，登录 Tabnine 账号",[43,222,223],{},"免费版直接可用；升级 Pro 解锁全语言 + 大模型",[43,225,226],{},"开启 Connect 功能（Pro），让它读取项目上下文提升补全质量",[43,228,229],{},"企业用户：联系销售部署 Enterprise 版，配置内网服务器",[43,231,232],{},"在设置中调整补全触发方式、延迟、隐私选项",[20,234,235],{"id":235},"对比",[101,237,238,253],{},[104,239,240],{},[107,241,242,245,247,250],{},[110,243,244],{},"维度",[110,246,10],{},[110,248,249],{},"GitHub Copilot",[110,251,252],{},"通义灵码",[119,254,255,268,282,295,307,319],{},[107,256,257,259,262,265],{},[124,258,47],{},[124,260,261],{},"✅ 成熟",[124,263,264],{},"❌",[124,266,267],{},"✅（企业版）",[107,269,270,273,276,279],{},[124,271,272],{},"补全能力",[124,274,275],{},"中",[124,277,278],{},"强",[124,280,281],{},"中上",[107,283,284,287,290,293],{},[124,285,286],{},"数据隐私",[124,288,289],{},"强（本地推理）",[124,291,292],{},"中（代码上传）",[124,294,275],{},[107,296,297,299,301,304],{},[124,298,93],{},[124,300,140],{},[124,302,303],{},"$10\u002F月",[124,305,306],{},"免费",[107,308,309,312,315,317],{},[124,310,311],{},"中文支持",[124,313,314],{},"一般",[124,316,314],{},[124,318,278],{},[107,320,321,324,327,330],{},[124,322,323],{},"企业管理",[124,325,326],{},"✅ 完善",[124,328,329],{},"✅",[124,331,329],{},[20,333,334],{"id":334},"避坑",[40,336,337,343,349,355,361],{},[43,338,339,342],{},[29,340,341],{},"别指望它替代 Copilot 的补全质量","：Tabnine 强在安全，补全能力是第二梯队",[43,344,345,348],{},[29,346,347],{},"Connect 功能要开","：不开的话补全只是基于当前文件的盲猜，质量很差",[43,350,351,354],{},[29,352,353],{},"Enterprise 版报价空间大","：别按官网标价签，量大可谈",[43,356,357,360],{},[29,358,359],{},"本地小模型能力有限","：复杂补全会自动切大模型，注意延迟和成本",[43,362,363,366],{},[29,364,365],{},"团队微调需要足够数据","：代码库太小（\u003C 5 万行）微调效果不明显",[20,368,370],{"id":369},"适合-不适合","适合 \u002F 不适合",[40,372,373,376,379,382,385,388,391],{},[43,374,375],{},"✅ 金融 \u002F 医疗 \u002F 政企等数据不能上云的合规场景",[43,377,378],{},"✅ 需要私有化部署 + 中央管理的企业团队",[43,380,381],{},"✅ 对代码隐私有硬性要求的团队",[43,383,384],{},"✅ 需要团队专属模型微调的场景",[43,386,387],{},"❌ 追求最强补全能力的个人开发者（用 Copilot）",[43,389,390],{},"❌ 预算敏感的小团队（$12\u002F月偏贵）",[43,392,393],{},"❌ 需要深度代码理解 \u002F 跨文件重构（它只做补全）",[20,395,397],{"id":396},"faq","FAQ",[25,399,400,403],{},[29,401,402],{},"Q: Tabnine 和 Copilot 补全差距大吗？","\nA: 有明显差距。Copilot 基于 GPT-4o 级模型，复杂逻辑补全准确率更高。Tabnine 的本地小模型速度快但能力有限，大模型模式有延迟。如果不在乎隐私，Copilot 补全体验好很多。",[25,405,406,409],{},[29,407,408],{},"Q: 私有化部署需要什么硬件？","\nA: Enterprise 版建议 GPU 服务器（至少 1 张 A10 \u002F L4），跑 Tabnine 自有模型。纯 CPU 部署可行但大模型补全会慢。具体配置需和销售确认。",[25,411,412,415],{},[29,413,414],{},"Q: 免费版值得用吗？","\nA: 仅适合尝鲜。Basic 只有小模型 + 有限语言，补全质量不高。真要用建议上 Pro。",[20,417,418],{"id":418},"相关阅读",[25,420,421,426,427,426,431],{},[422,423,425],"a",{"href":424},"\u002Fcoding\u002Fcopilot\u002Famazon-q.html","Amazon Q Developer"," · ",[422,428,430],{"href":429},"\u002Fcoding\u002Fcopilot\u002Fcody.html","Cody (Sourcegraph)",[422,432,434],{"href":433},"\u002Fcoding\u002Fcli\u002Fgoose.html","Goose",[20,436,437],{"id":437},"来源",[95,439,440],{},[25,441,442],{},"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。",[40,444,445],{},[43,446,447],{},[422,448,452],{"href":449,"rel":450},"https:\u002F\u002Ftabnine.com",[451],"nofollow","官网",{"title":454,"searchDepth":455,"depth":455,"links":456},"",3,[457,459,460,461,462,463,464,465,466,467,468],{"id":22,"depth":458,"text":23},2,{"id":38,"depth":458,"text":38},{"id":93,"depth":458,"text":93},{"id":160,"depth":458,"text":161},{"id":211,"depth":458,"text":211},{"id":235,"depth":458,"text":235},{"id":334,"depth":458,"text":334},{"id":369,"depth":458,"text":370},{"id":396,"depth":458,"text":397},{"id":418,"depth":458,"text":418},{"id":437,"depth":458,"text":437},"copilot","\u002Fimg\u002Ftools\u002Ftabnine.webp","Tabnine 真实评测：老牌 AI 代码补全工具，支持私有化部署 + 企业级安全，基于自有模型提供代码补全和生成。Free + Pro $12\u002F月 + Enterprise，适合对数据隐私要求高、需要本地部署代码补全的企业团队。",false,"md",true,[476],"en","2026-07-30",{},"\u002Ftools\u002Fcoding\u002Fcopilot\u002Ftabnine","coding",[482,483,484],"windows","macos","linux","Free \u002F Pro $12\u002Fmo \u002F Enterprise","2026-07-05",{"power":455,"ux":455,"price":455,"cn_support":458,"stability":488},4,{"title":10,"description":471},"Tabnine - AI 代码补全工具评测与使用 | AIHO","coding\u002Fcopilot\u002Ftabnine",[493],{"title":452,"url":449},"tools\u002Fcoding\u002Fcopilot\u002Ftabnine","老牌 AI 代码补全工具，支持私有化部署",[469,497,498,499],"code-completion","self-host","enterprise","企业级数据隐私和私有化部署的首选，补全稳定可靠但模型能力已落后第一梯队；非隐私刚需场景，Copilot 性价比更高。","-Uf9nJmEaTAH07HDKC687QtMd5c4IZEL22Uf1KjsZ3c",[503,1767,2282],{"id":504,"title":249,"alternatives":505,"api_compatible":510,"body":511,"category":469,"chinese_friendly":455,"cover":1678,"description":1679,"domestic":472,"extension":473,"faq":15,"free":474,"github":1626,"languages":1680,"lastVerified":1682,"meta":1683,"models":1684,"navigation":474,"notSuitable":1690,"opensource":472,"path":1694,"pillar":480,"platforms":1695,"priceTable":1696,"pricing":1718,"published":1719,"relatedPlaybooks":15,"relatedReviews":15,"score":1720,"self_host":472,"seo":1721,"seoTitle":1722,"slug":12,"sources":1723,"stem":1750,"suitable":1751,"tagline":1757,"tags":1758,"updated":1764,"verdict":1765,"website":1626,"__hash__":1766},"tools\u002Ftools\u002Fcoding\u002Fcopilot\u002Fgithub-copilot.md",[506,507,508,509],"coding\u002Fide\u002Fcursor","coding\u002Fide\u002Fwindsurf","coding\u002Fcli\u002Fcline","coding\u002Fagent\u002Fcontinue",[],{"type":17,"value":512,"toc":1659},[513,515,570,575,578,583,635,639,647,661,669,674,678,686,704,707,711,721,724,768,793,797,800,803,817,824,828,839,865,923,934,937,945,1026,1031,1056,1060,1180,1183,1186,1226,1229,1392,1397,1431,1434,1498,1500,1503,1520,1523,1552,1554,1617,1619,1647,1655],[20,514,23],{"id":22},[516,517,522,537,548],"div",{"className":518},[519,520,521],"card","p-5","my-4",[25,523,524,527,528,532,533,536],{},[29,525,526],{},"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 ",[422,529,531],{"href":530},"\u002Fwiki\u002Fmcp.html","MCP","，到 2026 Q2 已经从\"补全工具\"演化成 ",[29,534,535],{},"完整 Agent 平台","——补全、对话、Agent Mode、后台 Coding Agent 一站全有。",[25,538,539,540,543,544,547],{},"最大优势是 ",[29,541,542],{},"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 ",[29,545,546],{},"国内门槛","：账号 + 网络 + 支付。",[25,549,550,553,554,557,558,561,562,565,566,569],{},[29,551,552],{},"2026-07 最新变化","：① 自 ",[29,555,556],{},"2026-06-01 起转 AI Credits 按量计费","（1 credit = $0.01），基础订阅价不变，",[29,559,560],{},"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 ",[29,563,564],{},"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 ",[29,567,568],{},"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。",[95,571,572],{},[25,573,574],{},"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。",[20,576,577],{"id":577},"核心特性",[579,580,582],"h3",{"id":581},"三大形态completion-chat-agent","三大形态：Completion \u002F Chat \u002F Agent",[40,584,585,591,597,603,609,629],{},[43,586,587,590],{},[29,588,589],{},"Code Completion","：开山立派的能力，AI 在你写代码时给 inline 建议",[43,592,593,596],{},[29,594,595],{},"Copilot Chat","：侧边栏对话，问\"这段代码什么意思\"、\"帮我写个 SQL\"",[43,598,599,602],{},[29,600,601],{},"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",[43,604,605,608],{},[29,606,607],{},"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",[43,610,611,614,615,619,620,619,623,619,626],{},[29,612,613],{},"Copilot CLI 新终端界面","（2026-06-23 GA）：Tabbed TUI、Issues\u002FPRs\u002FGists 标签页、内置 ",[616,617,618],"code",{},"\u002Fmcp add","、",[616,621,622],{},"\u002Fskills",[616,624,625],{},"\u002Fplugin",[616,627,628],{},"\u002Fsettings",[43,630,631,634],{},[29,632,633],{},"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",[579,636,638],{"id":637},"agent-mode-详解","Agent Mode 详解",[25,640,641,646],{},[422,642,645],{"href":643,"rel":644},"https:\u002F\u002Fgithub.blog\u002Fnews-insights\u002Fproduct-news\u002Fgithub-copilot-coding-agent-is-now-generally-available\u002F",[451],"GitHub Blog 公告"," 描述的 Agent Mode 能力：",[40,648,649,652,655,658],{},[43,650,651],{},"跨文件自主编辑（不需要你一个个 @ 文件）",[43,653,654],{},"调用 terminal 跑测试 \u002F linter",[43,656,657],{},"MCP 服务集成（2025-04 起 public preview，VS Code \u002F JetBrains \u002F Xcode 都支持）",[43,659,660],{},"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",[25,662,663,668],{},[422,664,667],{"href":665,"rel":666},"https:\u002F\u002Fagents.4geeks.com\u002Fagent\u002Fgithub-copilot",[451],"4geeks.com 2025 评测","：",[95,670,671],{},[25,672,673],{},"\"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.\"",[579,675,677],{"id":676},"coding-agent云端后台-pr-生成","Coding Agent（云端后台 PR 生成）",[25,679,680,685],{},[422,681,684],{"href":682,"rel":683},"https:\u002F\u002Fdocs.github.com\u002F",[451],"GitHub 官方文档"," 描述的 Coding Agent：",[40,687,688,691,698,701],{},[43,689,690],{},"从 GitHub Issues、VS Code、GitHub.com agent 界面、PR 评论、安全告警任一入口指派",[43,692,693,694,697],{},"在 ",[29,695,696],{},"GitHub Actions 临时开发环境","里跑（不占你本地）",[43,699,700],{},"完成后开 PR，附完整 commit \u002F 测试输出 \u002F 工作日志",[43,702,703],{},"你只 review + merge",[25,705,706],{},"支持版本：Pro \u002F Pro+ \u002F Business \u002F Enterprise（Free 不含）",[579,708,710],{"id":709},"copilot-cli2026-新终端界面-ga","Copilot CLI（2026 新终端界面 GA）",[25,712,713,714,619,717,720],{},"2026-06-23，GitHub 将新版 Copilot CLI terminal interface 推到 GA。它已经不只是 ",[616,715,716],{},"gh copilot suggest",[616,718,719],{},"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。",[25,722,723],{},"关键变化：",[40,725,726,732,742,759],{},[43,727,728,731],{},[29,729,730],{},"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。",[43,733,734,737,738,741],{},[29,735,736],{},"引用工作项","：在 Issues \u002F PRs tab 高亮条目后按 ",[616,739,740],{},"c","，可以把该 issue \u002F PR 直接塞进 prompt，让 Copilot 调查、修复或 review。",[43,743,744,668,747,619,749,619,752,619,754,619,756,758],{},[29,745,746],{},"内置配置",[616,748,618],{},[616,750,751],{},"\u002Fmcp search",[616,753,622],{},[616,755,625],{},[616,757,628],{}," 都可以在会话中完成，不再手写配置文件。",[43,760,761,668,764,767],{},[29,762,763],{},"无障碍主题",[616,765,766],{},"\u002Ftheme"," 支持 default \u002F dim \u002F high-contrast \u002F colorblind，并自动检测 screen reader。",[769,770,774],"pre",{"className":771,"code":772,"language":773,"meta":454,"style":454},"language-bash shiki shiki-themes github-light github-dark","copilot update\ncopilot\n","bash",[616,775,776,788],{"__ignoreMap":454},[777,778,781,784],"span",{"class":779,"line":780},"line",1,[777,782,469],{"class":783},"sScJk",[777,785,787],{"class":786},"sZZnC"," update\n",[777,789,790],{"class":779,"line":458},[777,791,792],{"class":783},"copilot\n",[579,794,796],{"id":795},"agent-finder资源发现开始标准化","Agent Finder：资源发现开始标准化",[25,798,799],{},"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。",[25,801,802],{},"Agent Finder 的思路是：",[213,804,805,808,811,814],{},[43,806,807],{},"用户用自然语言描述任务。",[43,809,810],{},"Copilot 到公开 catalog 或企业私有 registry 里搜索资源。",[43,812,813],{},"返回 ranked matches。",[43,815,816],{},"用户确认后，Copilot 再按需加载对应工具 \u002F skill。",[25,818,819,820,823],{},"GitHub 表示它实现了开放的 ",[29,821,822],{},"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」。",[579,825,827],{"id":826},"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）",[25,829,830,831,834,835,838],{},"自 ",[29,832,833],{},"2026-06-01"," 起，Copilot 全面转向 ",[29,836,837],{},"AI Credits 按量计费","（1 credit = $0.01），取代原 PRU（Premium Request Units）。核心逻辑：",[40,840,841,847,852,859,862],{},[43,842,843,846],{},[29,844,845],{},"基础订阅价不变","：Pro $10（含 $10 credits）、Pro+ $39（含 $39）、Business $19（含 $19）、Enterprise $39（含 $39）",[43,848,849,851],{},[29,850,560],{},"——轻度用户体验和成本几乎不变",[43,853,854,855,858],{},"仅 ",[29,856,857],{},"Chat \u002F Agent \u002F PR 评审 \u002F CLI \u002F 超长上下文"," 消耗 credits",[43,860,861],{},"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）",[43,863,864],{},"Business\u002FEnterprise 6-8 月有促销额度（$30 \u002F $70）；code review 另计 Actions 分钟",[101,866,867,877],{},[104,868,869],{},[107,870,871,874],{},[110,872,873],{},"项目",[110,875,876],{},"是否消耗 credits",[119,878,879,887,894,902,909,916],{},[107,880,881,884],{},[124,882,883],{},"单行补全",[124,885,886],{},"❌ 免费",[107,888,889,892],{},[124,890,891],{},"Next Edit 建议",[124,893,886],{},[107,895,896,899],{},[124,897,898],{},"Chat 对话",[124,900,901],{},"✅ 计费",[107,903,904,907],{},[124,905,906],{},"Agent 任务",[124,908,901],{},[107,910,911,914],{},[124,912,913],{},"PR 评审 \u002F CLI",[124,915,901],{},[107,917,918,921],{},[124,919,920],{},"超长上下文",[124,922,901],{},[25,924,925,668,928,930,931,933],{},[29,926,927],{},"模型阵营大扩容",[29,929,564],{},"（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）；",[29,932,568],{}," 家族 7-09 全 IDE 上线；Codex 作为公测 Agent provider 进入 JetBrains（7-07）。",[20,935,936],{"id":936},"价格与运行成本",[25,938,939,944],{},[422,940,943],{"href":941,"rel":942},"https:\u002F\u002Fgithub.com\u002Ffeatures\u002Fcopilot\u002Fplans",[451],"官方 Plans 页"," 2026 Q2 公开数据：",[101,946,947,959],{},[104,948,949],{},[107,950,951,954,956],{},[110,952,953],{},"档位",[110,955,93],{},[110,957,958],{},"关键点",[119,960,961,974,983,994,1005,1016],{},[107,962,963,966,968],{},[124,964,965],{},"Free",[124,967,129],{},[124,969,970,971],{},"2000 补全\u002F月，Haiku 4.5 + GPT-5 mini，含 Copilot CLI，",[29,972,973],{},"无需信用卡",[107,975,976,978,980],{},[124,977,137],{},[124,979,303],{},[124,981,982],{},"无限补全 + Cloud agent + Code review + 第三方 agent（Claude Code \u002F Codex）+ $15 credits",[107,984,985,988,991],{},[124,986,987],{},"Pro+",[124,989,990],{},"$39\u002F月",[124,992,993],{},"Pro + Opus 等 premium 模型 + 4x usage + $70 credits",[107,995,996,999,1002],{},[124,997,998],{},"Max",[124,1000,1001],{},"$100\u002F月",[124,1003,1004],{},"Pro+ 2.9x + 优先新模型 + $200 credits",[107,1006,1007,1010,1013],{},[124,1008,1009],{},"Business",[124,1011,1012],{},"$19\u002Fseat\u002F月",[124,1014,1015],{},"组织管理 + Copilot 策略 + 全代码库语义索引",[107,1017,1018,1020,1023],{},[124,1019,148],{},[124,1021,1022],{},"$39\u002Fseat\u002F月",[124,1024,1025],{},"Business + Enterprise 索引 + 优先模型",[25,1027,1028,668],{},[29,1029,1030],{},"重要福利",[40,1032,1033,1044,1050],{},[43,1034,1035,668,1038,1043],{},[29,1036,1037],{},"学生免费",[422,1039,1042],{"href":1040,"rel":1041},"https:\u002F\u002Feducation.github.com\u002Fpack",[451],"GitHub Student Developer Pack"," 认证后直接拿 Pro",[43,1045,1046,1049],{},[29,1047,1048],{},"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",[43,1051,1052,1055],{},[29,1053,1054],{},"教师免费","：通过 GitHub Education 认证",[20,1057,1059],{"id":1058},"上手-3-分钟","上手 3 分钟",[769,1061,1063],{"className":771,"code":1062,"language":773,"meta":454,"style":454},"# 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",[616,1064,1065,1071,1076,1081,1086,1092,1098,1113,1127,1133,1138,1153,1166],{"__ignoreMap":454},[777,1066,1067],{"class":779,"line":780},[777,1068,1070],{"class":1069},"sJ8bj","# VS Code：扩展市场搜 \"GitHub Copilot\" 装上即可\n",[777,1072,1073],{"class":779,"line":458},[777,1074,1075],{"class":1069},"# JetBrains：Plugin Marketplace 搜 Copilot\n",[777,1077,1078],{"class":779,"line":455},[777,1079,1080],{"class":1069},"# Neovim：装 github\u002Fcopilot.vim 仓库\n",[777,1082,1083],{"class":779,"line":488},[777,1084,1085],{"class":1069},"# Xcode：装 github\u002FCopilotForXcode\n",[777,1087,1089],{"class":779,"line":1088},5,[777,1090,1091],{"emptyLinePlaceholder":474},"\n",[777,1093,1095],{"class":779,"line":1094},6,[777,1096,1097],{"class":1069},"# 命令行\n",[777,1099,1101,1104,1107,1110],{"class":779,"line":1100},7,[777,1102,1103],{"class":783},"brew",[777,1105,1106],{"class":786}," install",[777,1108,1109],{"class":786}," gh",[777,1111,1112],{"class":1069},"                  # macOS\n",[777,1114,1116,1119,1121,1124],{"class":779,"line":1115},8,[777,1117,1118],{"class":783},"winget",[777,1120,1106],{"class":786},[777,1122,1123],{"class":786}," GitHub.cli",[777,1125,1126],{"class":1069},"        # Windows\n",[777,1128,1130],{"class":779,"line":1129},9,[777,1131,1132],{"class":1069},"# Linux：参考 cli.github.com\n",[777,1134,1136],{"class":779,"line":1135},10,[777,1137,1091],{"emptyLinePlaceholder":474},[777,1139,1141,1144,1147,1150],{"class":779,"line":1140},11,[777,1142,1143],{"class":783},"gh",[777,1145,1146],{"class":786}," auth",[777,1148,1149],{"class":786}," login",[777,1151,1152],{"class":1069},"                    # 登录 GitHub\n",[777,1154,1156,1158,1161,1163],{"class":779,"line":1155},12,[777,1157,1143],{"class":783},[777,1159,1160],{"class":786}," extension",[777,1162,1106],{"class":786},[777,1164,1165],{"class":786}," github\u002Fgh-copilot\n",[777,1167,1169,1171,1174,1177],{"class":779,"line":1168},13,[777,1170,1143],{"class":783},[777,1172,1173],{"class":786}," copilot",[777,1175,1176],{"class":786}," suggest",[777,1178,1179],{"class":786}," \"重启 docker 并清理缓存\"\n",[25,1181,1182],{},"IDE 中：登录 GitHub 账号 → 同意订阅 → 直接用。Free 档不需要任何信用卡。",[20,1184,1185],{"id":1185},"国内使用注意事项",[213,1187,1188,1194,1204,1210],{},[43,1189,1190,1193],{},[29,1191,1192],{},"账号","：注册 GitHub 即可，国内号 ok，但偶发要海外手机验证",[43,1195,1196,1199,1200,1203],{},[29,1197,1198],{},"网络","：插件 push \u002F pull 走 api.github.com 和 copilot-proxy.githubusercontent.com，国内",[29,1201,1202],{},"必须有稳定代理","，否则补全卡顿到不可用",[43,1205,1206,1209],{},[29,1207,1208],{},"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",[43,1211,1212,1215,1216,1220,1221,1225],{},[29,1213,1214],{},"替代路径","：用 ",[422,1217,1219],{"href":1218},"\u002Fcoding\u002Fcli\u002Fcline.html","Cline"," \u002F ",[422,1222,1224],{"href":1223},"\u002Fcoding\u002Fagent\u002Fcontinue.html","Continue"," + 国产模型，国内体验更顺畅",[20,1227,1228],{"id":1228},"与同类怎么选",[101,1230,1231,1255],{},[104,1232,1233],{},[107,1234,1235,1237,1239,1245,1251],{},[110,1236,244],{},[110,1238,249],{},[110,1240,1241],{},[422,1242,1244],{"href":1243},"\u002Fcoding\u002Fide\u002Fcursor.html","Cursor",[110,1246,1247],{},[422,1248,1250],{"href":1249},"\u002Fcoding\u002Fide\u002Fwindsurf.html","Windsurf",[110,1252,1253],{},[422,1254,1219],{"href":1218},[119,1256,1257,1273,1289,1303,1319,1334,1349,1363,1378],{},[107,1258,1259,1262,1265,1268,1270],{},[124,1260,1261],{},"形态",[124,1263,1264],{},"插件（VS Code\u002FJetBrains 等）",[124,1266,1267],{},"AI-first IDE",[124,1269,1267],{},[124,1271,1272],{},"VS Code 扩展",[107,1274,1275,1278,1281,1284,1286],{},[124,1276,1277],{},"多 IDE 覆盖",[124,1279,1280],{},"★★★★★",[124,1282,1283],{},"★★☆☆☆ 仅自家",[124,1285,1283],{},[124,1287,1288],{},"★★★★☆",[107,1290,1291,1294,1296,1298,1300],{},[124,1292,1293],{},"补全速度",[124,1295,1288],{},[124,1297,1288],{},[124,1299,1280],{},[124,1301,1302],{},"★★★☆☆",[107,1304,1305,1308,1311,1314,1317],{},[124,1306,1307],{},"Agent 模式",[124,1309,1310],{},"★★★★☆ Agent Mode",[124,1312,1313],{},"★★★★★ Composer",[124,1315,1316],{},"★★★★★ Cascade",[124,1318,1288],{},[107,1320,1321,1324,1327,1330,1332],{},[124,1322,1323],{},"云端后台 Agent",[124,1325,1326],{},"★★★★★ Coding Agent",[124,1328,1329],{},"⚠️ Bug bot",[124,1331,264],{},[124,1333,264],{},[107,1335,1336,1339,1342,1344,1346],{},[124,1337,1338],{},"模型选择",[124,1340,1341],{},"★★★★★ 多家",[124,1343,1288],{},[124,1345,1288],{},[124,1347,1348],{},"★★★★★ BYOK",[107,1350,1351,1354,1357,1359,1361],{},[124,1352,1353],{},"企业合规",[124,1355,1356],{},"★★★★★ SOC2\u002FISO",[124,1358,1288],{},[124,1360,1302],{},[124,1362,1302],{},[107,1364,1365,1368,1371,1373,1375],{},[124,1366,1367],{},"免费档",[124,1369,1370],{},"★★★★☆ 2000\u002F月",[124,1372,1302],{},[124,1374,1288],{},[124,1376,1377],{},"完全免费（自带 API）",[107,1379,1380,1382,1385,1387,1389],{},[124,1381,546],{},[124,1383,1384],{},"高",[124,1386,1384],{},[124,1388,1384],{},[124,1390,1391],{},"低",[25,1393,1394,668],{},[29,1395,1396],{},"怎么选",[40,1398,1399,1405,1411,1421],{},[43,1400,1401,1404],{},[29,1402,1403],{},"公司发账号 \u002F 团队"," → GitHub Copilot Business",[43,1406,1407,1410],{},[29,1408,1409],{},"个人海外 + 想要稳定生态"," → Pro $10\u002F月",[43,1412,1413,1416,1417,1220,1419],{},[29,1414,1415],{},"追求 IDE 级 Agent 激进度"," → ",[422,1418,1244],{"href":1243},[422,1420,1250],{"href":1249},[43,1422,1423,1416,1426,1220,1428,1430],{},[29,1424,1425],{},"国内 \u002F 完全自主可控",[422,1427,1219],{"href":1218},[422,1429,1224],{"href":1223}," + 国产模型",[20,1432,1433],{"id":1433},"避坑清单",[40,1435,1436,1442,1448,1454,1464,1474,1480,1486,1492],{},[43,1437,1438,1441],{},[29,1439,1440],{},"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",[43,1443,1444,1447],{},[29,1445,1446],{},"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",[43,1449,1450,1453],{},[29,1451,1452],{},"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",[43,1455,1456,1459,1460,1463],{},[29,1457,1458],{},"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 ",[616,1461,1462],{},".github\u002Fcopilot-instructions.md"," 把规则成文",[43,1465,1466,1473],{},[29,1467,1468,1469,1472],{},"不要把 ",[616,1470,1471],{},"OPENAI_API_KEY"," 暴露","：Copilot 自带模型供给，不需要你的 API key",[43,1475,1476,1479],{},[29,1477,1478],{},"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",[43,1481,1482,1485],{},[29,1483,1484],{},"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",[43,1487,1488,1491],{},[29,1489,1490],{},"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",[43,1493,1494,1497],{},[29,1495,1496],{},"Pro+ \u002F Max 是个人订阅，不能给团队共享","：要团队就上 Business",[20,1499,370],{"id":369},[25,1501,1502],{},"✅ 适合：",[40,1504,1505,1508,1511,1514,1517],{},[43,1506,1507],{},"已经全员在 GitHub 的团队（开 Business 最省事）",[43,1509,1510],{},"个人海外开发者，重视生态稳定",[43,1512,1513],{},"学生 \u002F 开源维护者（薅免费 Pro）",[43,1515,1516],{},"多 IDE 切换的开发者（VS Code + JetBrains + Neovim）",[43,1518,1519],{},"需要\"issue → PR\"自动化流程",[25,1521,1522],{},"❌ 不适合：",[40,1524,1525,1536,1543,1549],{},[43,1526,1527,1528,1220,1532,1535],{},"国内首选 IDE 体验（去 ",[422,1529,1531],{"href":1530},"\u002Fcoding\u002Fide\u002Ftrae.html","Trae",[422,1533,1534],{"href":1243},"Cursor 国内代付","）",[43,1537,1538,1539,1220,1541,1535],{},"想要最激进的多文件 Agent（去 ",[422,1540,1244],{"href":1243},[422,1542,1250],{"href":1249},[43,1544,1545,1546,1548],{},"私有部署 \u002F 数据不出网（",[422,1547,1224],{"href":1223}," + 自建模型）",[43,1550,1551],{},"反对一切 credit 制",[20,1553,418],{"id":418},[40,1555,1556,1575,1588,1606],{},[43,1557,1558,1559,1220,1561,1220,1563,1220,1565,1220,1569,1220,1571],{},"同类对比：",[422,1560,1244],{"href":1243},[422,1562,1250],{"href":1249},[422,1564,1531],{"href":1530},[422,1566,1568],{"href":1567},"\u002Fcoding\u002Fcli\u002Fclaude-code.html","Claude Code",[422,1570,1219],{"href":1218},[422,1572,1574],{"href":1573},"\u002Fcoding\u002Fcli\u002Fcodex.html","Codex CLI",[43,1576,1577,1578,1220,1582,1220,1584],{},"概念：",[422,1579,1581],{"href":1580},"\u002Fwiki\u002Fai-agent.html","AI Agent",[422,1583,531],{"href":530},[422,1585,1587],{"href":1586},"\u002Fwiki\u002Ffunction-calling.html","Function Calling",[43,1589,1590,1591,1220,1594,1220,1598,1220,1602],{},"模型：",[422,1592,568],{"href":1593},"\u002Fmodels\u002Fgpt-5-6.html",[422,1595,1597],{"href":1596},"\u002Fmodels\u002Fclaude-sonnet-5.html","Claude Sonnet 5",[422,1599,1601],{"href":1600},"\u002Fmodels\u002Fkimi-k3.html","Kimi K3",[422,1603,1605],{"href":1604},"\u002Fmodels\u002Fgemini-3-pro.html","Gemini 3 Pro",[43,1607,1608,1609,1220,1613],{},"进阶：",[422,1610,1612],{"href":1611},"\u002Fwiki\u002Fvibe-coding.html","Vibe Coding",[422,1614,1616],{"href":1615},"\u002Fwiki\u002Fprompt-engineering.html","Prompt Engineering",[20,1618,437],{"id":437},[40,1620,1621,1628,1634,1641,1644],{},[43,1622,1623,1624],{},"官网：",[422,1625,1626],{"href":1626,"rel":1627},"https:\u002F\u002Fgithub.com\u002Ffeatures\u002Fcopilot",[451],[43,1629,1630,1631],{},"定价：",[422,1632,941],{"href":941,"rel":1633},[451],[43,1635,1636,1637],{},"企业文档：",[422,1638,1639],{"href":1639,"rel":1640},"https:\u002F\u002Fdocs.github.com\u002Fen\u002Fenterprise-cloud@latest\u002Fcopilot\u002Fget-started\u002Fplans",[451],[43,1642,1643],{},"公告：github.blog",[43,1645,1646],{},"第三方评测：augmentcode.com \u002F tossitt.com \u002F 4geeks.com",[25,1648,1649,1650,1654],{},"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 ",[422,1651,1653],{"href":1652},"mailto:hello@aiho.net","反馈邮箱"," 反馈。",[1656,1657,1658],"style",{},"html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}",{"title":454,"searchDepth":455,"depth":455,"links":1660},[1661,1662,1670,1671,1672,1673,1674,1675,1676,1677],{"id":22,"depth":458,"text":23},{"id":577,"depth":458,"text":577,"children":1663},[1664,1665,1666,1667,1668,1669],{"id":581,"depth":455,"text":582},{"id":637,"depth":455,"text":638},{"id":676,"depth":455,"text":677},{"id":709,"depth":455,"text":710},{"id":795,"depth":455,"text":796},{"id":826,"depth":455,"text":827},{"id":936,"depth":458,"text":936},{"id":1058,"depth":458,"text":1059},{"id":1185,"depth":458,"text":1185},{"id":1228,"depth":458,"text":1228},{"id":1433,"depth":458,"text":1433},{"id":369,"depth":458,"text":370},{"id":418,"depth":458,"text":418},{"id":437,"depth":458,"text":437},"\u002Fimg\u002Ftools\u002Fgithub-copilot.webp","GitHub Copilot 真实评测：微软+OpenAI 出品的 IDE 插件鼻祖，覆盖 VS Code \u002F JetBrains \u002F Neovim \u002F Visual Studio。Copilot Chat、Agent Mode、Coding Agent、Copilot CLI 新终端界面、Agent Finder 多模型资源发现一应俱全。AIHO 编辑部基于官方文档与多份评测整理。",[1681,476],"zh","2026-08-02",{},[1685,1686,1687,1688,1689],"claude-sonnet-5","gpt-5.6","kimi-k2.7-code","gemini-3-pro","haiku-4.5",[1691,1692,1693],"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",[482,483,484],[1697,1701,1705,1709,1711,1715],{"plan":965,"price":129,"limit":1698,"cn_pay":1699,"note":1700},"2,000 completions\u002F月 + Haiku\u002FGPT-5 mini + Copilot CLI","—","学生免费升级 Pro",{"plan":137,"price":303,"limit":1702,"cn_pay":1703,"note":1704},"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":987,"price":990,"limit":1706,"cn_pay":1707,"note":1708},"Pro + Opus 等 premium 模型 + 4x credits ($70)","⚠️","重度用户",{"plan":998,"price":1001,"limit":1004,"cn_pay":1707,"note":1710},"高并发 agent",{"plan":1009,"price":1012,"limit":1712,"cn_pay":1713,"note":1714},"组织管理 + 策略控制 + 代码库索引","✅ 企业发票","团队首选",{"plan":148,"price":1022,"limit":1716,"cn_pay":329,"note":1717},"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":488,"ux":1088,"price":488,"cn_support":455,"stability":1088},{"title":249,"description":1679},"GitHub Copilot 评测 2026：微软 AI 编程助手，VS Code 集成，Copilot Chat 功能",[1724,1726,1728,1730,1732,1735,1738,1741,1744,1747],{"title":1725,"url":1626},"GitHub Copilot 官方",{"title":1727,"url":941},"Copilot Plans & Pricing",{"title":1729,"url":1639},"Copilot Enterprise Docs",{"title":1731,"url":643},"Agent Mode GA Blog",{"title":1733,"url":1734},"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":1736,"url":1737},"Copilot vs Intent 2026 评测","https:\u002F\u002Fwww.augmentcode.com\u002Ftools\u002Fintent-vs-github-copilot",{"title":1739,"url":1740},"Copilot 2026 完整指南","https:\u002F\u002Ftossitt.com\u002Fgithub-copilot-guide-2026",{"title":1742,"url":1743},"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":1745,"url":1746},"Agent Finder for GitHub Copilot","https:\u002F\u002Fgithub.blog\u002Fchangelog\u002F2026-06-17-agent-finder-for-github-copilot-now-available\u002F",{"title":1748,"url":1749},"AI Credits 计费模型（github.blog changelog）","https:\u002F\u002Fgithub.blog\u002Fchangelog\u002F","tools\u002Fcoding\u002Fcopilot\u002Fgithub-copilot",[1752,1753,1754,1755,1756],"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",[469,1759,1760,1761,1762,1763],"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。","9vc80L02ea_FUXDIUPacGkV7VozaScLx5OStbKs2j5k",{"id":1768,"title":1769,"alternatives":1770,"api_compatible":15,"body":1773,"category":469,"chinese_friendly":1088,"cover":2212,"description":2213,"domestic":474,"extension":473,"faq":2214,"free":474,"github":15,"languages":2227,"lastVerified":1682,"meta":2228,"models":15,"navigation":474,"notSuitable":15,"opensource":474,"path":2229,"pillar":480,"platforms":2230,"priceTable":2232,"pricing":2256,"published":1719,"relatedPlaybooks":2257,"relatedReviews":15,"score":2260,"self_host":472,"seo":2261,"seoTitle":2262,"slug":13,"sources":2263,"stem":2271,"suitable":15,"tagline":2272,"tags":2273,"updated":2266,"verdict":2279,"website":2280,"__hash__":2281},"tools\u002Ftools\u002Fcoding\u002Fcopilot\u002Fcodegeex.md","CodeGeeX",[12,1771,14,1772],"coding\u002Fcopilot\u002Fcomate","coding\u002Fcopilot\u002Fcodebuddy",{"type":17,"value":1774,"toc":2200},[1775,1777,1780,1783,1785,1834,1838,1844,1903,1906,1910,1914,1931,1935,1952,1954,1977,1979,2089,2091,2123,2125,2148,2150,2175,2177],[20,1776,23],{"id":22},[25,1778,1779],{},"CodeGeeX 是清华系智谱 AI 的免费 AI 编程助手，VS Code Marketplace 装机量 127 万+，13B 参数多语言代码模型起家。2026 年体系升级：底层接入 GLM-5.1（LMArena 编程开源第一、全球第三、SWE-bench Verified 77.8），并推出 GLM Coding Plan 套餐（49 元\u002F月起）让你在 Claude Code \u002F Cursor \u002F Cline 等 20+ 编程工具里复用同一额度。",[25,1781,1782],{},"适合：国内个人开发者零成本上手、想用国产模型 + 海外工具组合的重度 dev、企业想私有化部署开源 Copilot。不适合：纯英文海外团队、追求 Sonnet \u002F Opus 旗舰输出质量上限的极重度用户。",[20,1784,38],{"id":38},[40,1786,1787,1793,1799,1805,1811,1817,1823,1828],{},[43,1788,1789,1792],{},[29,1790,1791],{},"代码生成 \u002F 补全","：单行 \u002F 多行 \u002F 函数级 \u002F 注释生成代码",[43,1794,1795,1798],{},[29,1796,1797],{},"代码翻译","：跨语言（Java → Python \u002F C++ → Go 等）",[43,1800,1801,1804],{},[29,1802,1803],{},"自动注释 + 代码解释","：右键菜单一键生成",[43,1806,1807,1810],{},[29,1808,1809],{},"智能问答（Ask CodeGeeX）","：Pro \u002F Lite 模型切换",[43,1812,1813,1816],{},[29,1814,1815],{},"单元测试生成 + Code Review","：选中代码右键即可",[43,1818,1819,1822],{},[29,1820,1821],{},"工具箱 \u002F Code Interpreter","：文件处理 \u002F 数据分析 \u002F 图表生成 \u002F 图像处理",[43,1824,1825],{},[29,1826,1827],{},"100+ 编程语言、VS Code \u002F JetBrains \u002F HBuilderX \u002F Open VSX",[43,1829,1830,1833],{},[29,1831,1832],{},"开源模型 CodeGeeX4-ALL-9B","：GitHub THUDM\u002FCodeGeeX4",[20,1835,1837],{"id":1836},"价格2026-06","价格（2026-06）",[25,1839,1840,1843],{},[29,1841,1842],{},"插件本身免费","。",[101,1845,1846,1861],{},[104,1847,1848],{},[107,1849,1850,1853,1855,1858],{},[110,1851,1852],{},"GLM Coding Plan",[110,1854,93],{},[110,1856,1857],{},"额度",[110,1859,1860],{},"适用",[119,1862,1863,1877,1890],{},[107,1864,1865,1868,1871,1874],{},[124,1866,1867],{},"Lite",[124,1869,1870],{},"49 元\u002F月（季 44.1）",[124,1872,1873],{},"~400 Prompts\u002F周",[124,1875,1876],{},"个人轻度",[107,1878,1879,1881,1884,1887],{},[124,1880,137],{},[124,1882,1883],{},"149 元\u002F月（季 134.1）",[124,1885,1886],{},"~2,000 Prompts\u002F周 + MCP",[124,1888,1889],{},"主力 dev",[107,1891,1892,1894,1897,1900],{},[124,1893,998],{},[124,1895,1896],{},"469 元\u002F月（季 422.1）",[124,1898,1899],{},"~8,000 Prompts\u002F周 + 高峰优先",[124,1901,1902],{},"重度 \u002F 大型 Repo",[25,1904,1905],{},"Coding Plan 可在 Claude Code \u002F Cursor \u002F Cline \u002F Kilo Code \u002F OpenCode \u002F TRAE \u002F CodeBuddy \u002F Gemini CLI 等工具中通过专属 API endpoint 共享额度。",[20,1907,1909],{"id":1908},"实测中型-python-vue-项目","实测（中型 Python + Vue 项目）",[25,1911,1912],{},[29,1913,169],{},[40,1915,1916,1919,1922,1925,1928],{},[43,1917,1918],{},"个人完全免费 + 中文交互无障碍，国内开发者零门槛",[43,1920,1921],{},"Code Review 功能给出的优化建议接近资深 dev review，且支持选中变更文件做差异化分析",[43,1923,1924],{},"GLM Coding Plan Pro 149 元\u002F月，对比 Claude Pro $20 ≈ 145 元，但额度约 3 倍",[43,1926,1927],{},"单元测试生成准确度对常规 CRUD 函数足够",[43,1929,1930],{},"工具箱跑 pandas + matplotlib 图表生成顺滑",[25,1932,1933],{},[29,1934,191],{},[40,1936,1937,1940,1943,1946,1949],{},[43,1938,1939],{},"复杂多文件 Agent 任务能力弱于 Cursor \u002F Cline",[43,1941,1942],{},"Coding Plan 高峰期（14–18 点）按 3 倍系数消耗，重度需避开",[43,1944,1945],{},"Plan 额度用完无按量续费，只能等周期重置或升档",[43,1947,1948],{},"视觉编程模型 GLM-5V-Turbo 尚未全面开放",[43,1950,1951],{},"偶发企业代理网络下插件连接超时",[20,1953,211],{"id":211},[213,1955,1956,1959,1962,1965,1968,1974],{},[43,1957,1958],{},"VS Code \u002F JetBrains 市场搜 \"CodeGeeX\" 安装",[43,1960,1961],{},"注册智谱账号登录，立即可用所有免费功能",[43,1963,1964],{},"选中代码右键 → CodeGeeX → 生成注释 \u002F 单测 \u002F Code Review",[43,1966,1967],{},"重度场景：注册 GLM Coding Plan，拿到 API Key",[43,1969,1970,1971],{},"在 Claude Code \u002F Cursor 里把 Base URL 改成 ",[616,1972,1973],{},"https:\u002F\u002Fopen.bigmodel.cn\u002Fapi\u002Fcoding\u002Fpaas\u002Fv4",[43,1975,1976],{},"选模型 GLM-5.1 \u002F GLM-4.7，开始白嫖国产顶级编程模型",[20,1978,235],{"id":235},[101,1980,1981,2000],{},[104,1982,1983],{},[107,1984,1985,1987,1989,1992,1994,1997],{},[110,1986,244],{},[110,1988,1769],{},[110,1990,1991],{},"Comate",[110,1993,252],{},[110,1995,1996],{},"CodeBuddy",[110,1998,1999],{},"Copilot",[119,2001,2002,2018,2038,2055,2072],{},[107,2003,2004,2007,2009,2012,2014,2016],{},[124,2005,2006],{},"个人价格",[124,2008,306],{},[124,2010,2011],{},"免费起",[124,2013,2011],{},[124,2015,2011],{},[124,2017,303],{},[107,2019,2020,2023,2026,2029,2032,2035],{},[124,2021,2022],{},"主力模型",[124,2024,2025],{},"GLM-5.1",[124,2027,2028],{},"文心",[124,2030,2031],{},"Qwen3-Coder",[124,2033,2034],{},"Hunyuan + DeepSeek",[124,2036,2037],{},"GPT\u002FClaude",[107,2039,2040,2043,2046,2049,2051,2053],{},[124,2041,2042],{},"开源",[124,2044,2045],{},"✅ 9B 模型",[124,2047,2048],{},"否",[124,2050,2048],{},[124,2052,2048],{},[124,2054,2048],{},[107,2056,2057,2060,2063,2065,2068,2070],{},[124,2058,2059],{},"海外工具复用",[124,2061,2062],{},"✅ Coding Plan",[124,2064,2048],{},[124,2066,2067],{},"部分",[124,2069,2048],{},[124,2071,2048],{},[107,2073,2074,2077,2080,2082,2084,2086],{},[124,2075,2076],{},"中文",[124,2078,2079],{},"5\u002F5",[124,2081,2079],{},[124,2083,2079],{},[124,2085,2079],{},[124,2087,2088],{},"3\u002F5",[20,2090,334],{"id":334},[40,2092,2093,2099,2105,2111,2117],{},[43,2094,2095,2098],{},[29,2096,2097],{},"GLM Coding Plan 高峰期慎用","：14–18 点 3 倍消耗，重要任务避开",[43,2100,2101,2104],{},[29,2102,2103],{},"额度硬封顶","：没有按量续费，重度用户买 Pro 或 Max 比省点更划算",[43,2106,2107,2110],{},[29,2108,2109],{},"复杂任务别只靠 CodeGeeX 插件","：多文件改 \u002F 整仓重构走 Cline + GLM Coding Plan 组合",[43,2112,2113,2116],{},[29,2114,2115],{},"企业私有化注意硬件","：CodeGeeX4-ALL-9B 推理对 GPU 显存有要求",[43,2118,2119,2122],{},[29,2120,2121],{},"海外工具接 GLM Plan 网络","：国内访问 open.bigmodel.cn 稳定；海外用户走国际节点",[20,2124,370],{"id":369},[40,2126,2127,2130,2133,2136,2139,2142,2145],{},[43,2128,2129],{},"✅ 国内个人开发者零成本上手",[43,2131,2132],{},"✅ 想用国产模型 + 海外 Agent 工具组合",[43,2134,2135],{},"✅ 企业想私有化开源 Copilot",[43,2137,2138],{},"✅ 中文项目 \u002F 中文 prompt 主力",[43,2140,2141],{},"❌ 极重度多文件 Agent + 旗舰模型刚需",[43,2143,2144],{},"❌ 高峰期密集编码且不愿避峰",[43,2146,2147],{},"❌ 纯海外团队 \u002F 无中文需求",[20,2149,418],{"id":418},[40,2151,2152,2157,2163,2169],{},[43,2153,2154],{},[422,2155,2156],{"href":1694},"GitHub Copilot 评测",[43,2158,2159],{},[422,2160,2162],{"href":2161},"\u002Ftools\u002Fcoding\u002Fcopilot\u002Fcomate","Comate 评测",[43,2164,2165],{},[422,2166,2168],{"href":2167},"\u002Ftools\u002Fcoding\u002Fcopilot\u002Ftongyi-lingma","通义灵码 评测",[43,2170,2171],{},[422,2172,2174],{"href":2173},"\u002Fplaybook\u002Freview\u002Fai-code-review-workflow","AI 代码评审 Playbook",[20,2176,437],{"id":437},[213,2178,2179,2186,2193],{},[43,2180,2181,2182],{},"CodeGeeX 官网（2026-06）",[422,2183,2184],{"href":2184,"rel":2185},"https:\u002F\u002Fcodegeex.cn\u002F",[451],[43,2187,2188,2189],{},"VS Code Marketplace — CodeGeeX 装机量 127 万 ",[422,2190,2191],{"href":2191,"rel":2192},"https:\u002F\u002Fmarketplace.visualstudio.com\u002Fitems?itemName=aminer.codegeex",[451],[43,2194,2195,2196],{},"AIRukou — GLM Coding Plan 详细评测（2026-05-22）",[422,2197,2198],{"href":2198,"rel":2199},"https:\u002F\u002Fwww.airukou.cn\u002Ftool\u002Fzhipu-ai-platform",[451],{"title":454,"searchDepth":455,"depth":455,"links":2201},[2202,2203,2204,2205,2206,2207,2208,2209,2210,2211],{"id":22,"depth":458,"text":23},{"id":38,"depth":458,"text":38},{"id":1836,"depth":458,"text":1837},{"id":1908,"depth":458,"text":1909},{"id":211,"depth":458,"text":211},{"id":235,"depth":458,"text":235},{"id":334,"depth":458,"text":334},{"id":369,"depth":458,"text":370},{"id":418,"depth":458,"text":418},{"id":437,"depth":458,"text":437},"\u002Fimg\u002Ftools\u002Fcodegeex.webp","CodeGeeX 真实评测：智谱 AI 出品，VS Code 装机量 127 万+，个人完全免费。底层 CodeGeeX4-ALL-9B 已开源，GLM-5.1 在 LMArena 编程榜开源第一、全球第三。GLM Coding Plan 49 元\u002F月起，可在 Claude Code \u002F Cursor \u002F Cline 等 20+ 工具中复用。",[2215,2218,2221,2224],{"q":2216,"a":2217},"CodeGeeX 真的免费吗？","个人版功能完整免费，无次数限制。底层模型 CodeGeeX4-ALL-9B 已在 GitHub 开源（THUDM\u002FCodeGeeX4），可自行私有部署。",{"q":2219,"a":2220},"GLM Coding Plan 和 CodeGeeX 插件什么关系？","CodeGeeX 是 IDE 插件 \u002F 智能助手，GLM Coding Plan 是智谱开放平台的 AI 编程订阅套餐——可以让你在 Claude Code \u002F Cursor \u002F Cline \u002F Kilo Code 等 20+ 工具里用 GLM-5.1 模型，与 CodeGeeX 插件账号 \u002F 计费独立但同源。",{"q":2222,"a":2223},"GLM-5.1 编程能力如何？","LMArena 代码榜开源模型第一、全球第三；SWE-bench Verified 77.8 分，对齐 Claude Opus 4.6；价格约 Claude 的 1\u002F3。Coding Plan 高峰期（14–18 点）按 3 倍系数消耗额度。",{"q":2225,"a":2226},"和文心快码、通义灵码、CodeBuddy 比？","CodeGeeX 个人最便宜（免费）、开源最干净（模型权重开放）、生态最开放（Coding Plan 覆盖海外工具最广）。文心快码 \u002F CodeBuddy 强在企业落地与 IDC 评估，通义灵码强在阿里云生态深度。",[1681,476],{},"\u002Ftools\u002Fcoding\u002Fcopilot\u002Fcodegeex",[1759,1760,2231],"hbuilderx",[2233,2238,2242,2247,2251],{"plan":2234,"price":2235,"features":2236,"notes":2237},"个人免费","0","代码生成 \u002F 补全 \u002F 注释 \u002F 翻译 \u002F 问答 \u002F Code Review \u002F 工具箱","无限制使用",{"plan":2239,"price":2240,"features":1873,"notes":2241},"GLM Lite","49 元\u002F月","包季 44.1 元\u002F月",{"plan":2243,"price":2244,"features":2245,"notes":2246},"GLM Pro","149 元\u002F月","~2,000 Prompts\u002F周 + MCP 全能力","包季 134.1 元\u002F月",{"plan":2248,"price":2249,"features":2250,"notes":1902},"GLM Max","469 元\u002F月","~8,000 Prompts\u002F周 + 高峰期优先",{"plan":2252,"price":2253,"features":2254,"notes":2255},"企业版","定制","私有化 \u002F 软硬一体机 \u002F 信创栈","代码仓库级补写、问答、检索","个人免费 \u002F GLM Coding Plan 49 元·月起 \u002F 企业版定制",[2258,2259],"onboarding\u002Fclaude-code-getting-started","review\u002Fai-code-review-workflow",{"power":488,"ux":488,"price":1088,"cn_support":1088,"stability":488},{"title":1769,"description":2213},"CodeGeeX 评测 2026：智谱 AI 开源编程助手，免费代码补全，VS Code 插件",[2264,2267,2269],{"name":2265,"url":2184,"accessed":2266},"CodeGeeX 官网","2026-06-24",{"name":2268,"url":2191,"accessed":2266},"VS Code Marketplace",{"name":2270,"url":2198,"accessed":2266},"AIRukou — GLM Coding Plan","tools\u002Fcoding\u002Fcopilot\u002Fcodegeex","智谱 AI 出品的开源免费 AI 编程助手，13B 多语言代码模型 + GLM-5.1 编程力登顶开源",[469,2274,2275,2276,2277,2278],"china","zhipu","glm","open-source","free","国产免费 Copilot 第一梯队，个人零成本上手最优解。配 GLM Coding Plan，重度也能 1\u002F3 Claude Pro 价格压住成本。重度多文件 Agent 任务仍建议补 Cursor \u002F Cline。","https:\u002F\u002Fcodegeex.cn","LbqFzX36tip6aPKR5Bbt5i0tonv4xJPSEaZYYVXs1n8",{"id":2283,"title":2284,"alternatives":2285,"api_compatible":2287,"body":2289,"category":469,"chinese_friendly":1088,"cover":2708,"description":2709,"domestic":474,"extension":473,"faq":2710,"free":474,"github":15,"languages":2723,"lastVerified":1682,"meta":2724,"models":15,"navigation":474,"notSuitable":15,"opensource":474,"path":2167,"pillar":480,"platforms":2725,"priceTable":2728,"pricing":2739,"published":1719,"relatedPlaybooks":2740,"relatedReviews":2743,"score":2747,"self_host":472,"seo":2748,"seoTitle":2749,"slug":14,"sources":2750,"stem":2757,"suitable":15,"tagline":2758,"tags":2759,"updated":2266,"verdict":2764,"website":2765,"__hash__":2766},"tools\u002Ftools\u002Fcoding\u002Fcopilot\u002Ftongyi-lingma.md","通义灵码 Tongyi Lingma",[2286,13,1771,1772],"coding\u002Fide\u002Fqoder",[2288],"阿里通义",{"type":17,"value":2290,"toc":2696},[2291,2293,2300,2303,2305,2349,2351,2397,2406,2410,2414,2431,2435,2452,2454,2477,2479,2589,2591,2623,2625,2648,2650,2671,2673],[20,2292,23],{"id":22},[25,2294,2295,2296,2299],{},"通义灵码是阿里云通义系列的 AI 编程助手，深度集成 Qwen3-Coder 开源模型。2026 年品牌迁移为 ",[29,2297,2298],{},"Qoder CN","——Qoder 在国内的中国云区版本，账号 \u002F 计费独立但模型 \u002F 能力同源。老灵码插件仍正常使用，新功能（Quest 模式、Repo Wiki、跨项目并行）通过 Qoder CN 提供。实际客户数据：信也科技数百研发周活 70%、新增代码 33% 由灵码编写、整体研发效率提升 11%。",[25,2301,2302],{},"适合：国内开发者免费上手、阿里云用户、想用 Qwen3-Coder 开源模型、追求中文体验顶级。不适合：海外纯英文团队、不愿同步迁到 Qoder CN 体验完整 Quest 流的重度用户。",[20,2304,38],{"id":38},[40,2306,2307,2313,2319,2325,2331,2337,2343],{},[43,2308,2309,2312],{},[29,2310,2311],{},"代码补全 \u002F 续写 \u002F 注释生成","：行级 \u002F 函数级 \u002F 多行",[43,2314,2315,2318],{},[29,2316,2317],{},"代码解释 + 重构建议","：右键菜单一键",[43,2320,2321,2324],{},[29,2322,2323],{},"单元测试生成","：选中函数自动出测试",[43,2326,2327,2330],{},[29,2328,2329],{},"跨文件编辑","：理解项目结构，多文件改动",[43,2332,2333,2336],{},[29,2334,2335],{},"多模型选择","：Qwen2.5-Max \u002F Qwen3-Coder 等",[43,2338,2339,2342],{},[29,2340,2341],{},"阿里云生态深度","：函数计算 \u002F SLS \u002F OSS 等 SDK 调用准确度高",[43,2344,2345,2348],{},[29,2346,2347],{},"企业能力","：私有部署 \u002F 团队管理 \u002F 模型微调（Qoder CN 企业版）",[20,2350,1837],{"id":1836},[101,2352,2353,2365],{},[104,2354,2355],{},[107,2356,2357,2360,2362],{},[110,2358,2359],{},"套餐",[110,2361,93],{},[110,2363,2364],{},"含什么",[119,2366,2367,2376,2387],{},[107,2368,2369,2371,2373],{},[124,2370,2234],{},[124,2372,2235],{},[124,2374,2375],{},"插件全功能、无次数限制",[107,2377,2378,2381,2384],{},[124,2379,2380],{},"Qoder CN 订阅",[124,2382,2383],{},"对标 Qoder 个人方案",[124,2385,2386],{},"Qwen3-Coder Max + Quest + Repo Wiki",[107,2388,2389,2391,2394],{},[124,2390,2252],{},[124,2392,2393],{},"咨询",[124,2395,2396],{},"私有部署 \u002F SSO \u002F 团队 \u002F 微调",[95,2398,2399],{},[25,2400,2401,2402,1843],{},"通义灵码插件仍正常使用且免费；重度场景建议同步关注 ",[422,2403,2405],{"href":2404},"\u002Ftools\u002Fcoding\u002Fide\u002Fqoder","Qoder 评测",[20,2407,2409],{"id":2408},"实测中型-java-react-项目","实测（中型 Java + React 项目）",[25,2411,2412],{},[29,2413,169],{},[40,2415,2416,2419,2422,2425,2428],{},[43,2417,2418],{},"阿里云 SDK 调用准确度高：写函数计算 \u002F SLS \u002F RDS 代码时 API 调用几乎不用查文档",[43,2420,2421],{},"中文需求理解一流，prompt 中文写法不会被误解",[43,2423,2424],{},"个人完全免费 + 无次数限制，对学习 \u002F 中小项目压力极小",[43,2426,2427],{},"Qwen3-Coder 升级后多文件改 \u002F 跨函数重构成功率明显提升",[43,2429,2430],{},"与阿里通义其他产品（千问 \u002F 灵积）账号互通",[25,2432,2433],{},[29,2434,191],{},[40,2436,2437,2440,2443,2446,2449],{},[43,2438,2439],{},"老插件 UI 比 Cursor \u002F Copilot 略保守，但 Qoder CN 桌面端补齐",[43,2441,2442],{},"海外开发者访问国内 endpoint 偶有延迟",[43,2444,2445],{},"复杂跨仓库 Agent 任务建议直接用 Qoder CN Quest 模式",[43,2447,2448],{},"部分极偏门语言（Erlang \u002F Crystal 等）支持弱于通用语言",[43,2450,2451],{},"与阿里云外部生态（如 AWS \u002F GCP）SDK 准确度略逊",[20,2453,211],{"id":211},[213,2455,2456,2459,2462,2465,2468,2474],{},[43,2457,2458],{},"lingma.aliyun.com 注册（阿里云账号），免费版立即可用",[43,2460,2461],{},"VS Code \u002F JetBrains 装 \"通义灵码\" 插件",[43,2463,2464],{},"阿里云账号登录，选 Qwen2.5-Max \u002F Qwen3-Coder",[43,2466,2467],{},"体验：注释 → 代码、选中代码右键解释 \u002F 重构 \u002F 生成单测",[43,2469,2470,2471,2473],{},"重度场景：迁移到 ",[422,2472,2298],{"href":2404},"，体验 Quest + Repo Wiki + 跨项目并行",[43,2475,2476],{},"企业：咨询私有化部署 \u002F 团队管理",[20,2478,235],{"id":235},[101,2480,2481,2496],{},[104,2482,2483],{},[107,2484,2485,2487,2490,2492,2494],{},[110,2486,244],{},[110,2488,2489],{},"通义灵码 \u002F Qoder CN",[110,2491,1991],{},[110,2493,1996],{},[110,2495,1769],{},[119,2497,2498,2513,2527,2542,2559,2572],{},[107,2499,2500,2502,2504,2507,2510],{},[124,2501,2006],{},[124,2503,306],{},[124,2505,2506],{},"免费 \u002F 59",[124,2508,2509],{},"免费 \u002F 58",[124,2511,2512],{},"免费 \u002F 49",[107,2514,2515,2517,2520,2522,2525],{},[124,2516,2022],{},[124,2518,2519],{},"Qwen3-Coder（开源）",[124,2521,2028],{},[124,2523,2524],{},"混元 + DeepSeek V3",[124,2526,2025],{},[107,2528,2529,2532,2535,2538,2540],{},[124,2530,2531],{},"阿里云 SDK 准确度",[124,2533,2534],{},"✅ 最高",[124,2536,2537],{},"中等",[124,2539,2537],{},[124,2541,2537],{},[107,2543,2544,2547,2550,2553,2556],{},[124,2545,2546],{},"自主 Agent",[124,2548,2549],{},"✅ Quest（Qoder CN）",[124,2551,2552],{},"✅ Zulu",[124,2554,2555],{},"✅ Craft",[124,2557,2558],{},"弱",[107,2560,2561,2564,2566,2568,2570],{},[124,2562,2563],{},"中文体验",[124,2565,2079],{},[124,2567,2079],{},[124,2569,2079],{},[124,2571,2079],{},[107,2573,2574,2577,2580,2583,2586],{},[124,2575,2576],{},"生态深耕",[124,2578,2579],{},"阿里云 \u002F 信也 \u002F 淘宝",[124,2581,2582],{},"百度 \u002F 顺丰 \u002F 吉利",[124,2584,2585],{},"腾讯 \u002F 微信小程序",[124,2587,2588],{},"智谱 \u002F 信创",[20,2590,334],{"id":334},[40,2592,2593,2599,2605,2611,2617],{},[43,2594,2595,2598],{},[29,2596,2597],{},"重度任务迁 Qoder CN","：Quest \u002F Repo Wiki \u002F 跨项目并行只在 Qoder CN 完整提供",[43,2600,2601,2604],{},[29,2602,2603],{},"个人免费版没必要急升级","：插件够用就行，跑大型 Agent 任务再迁",[43,2606,2607,2610],{},[29,2608,2609],{},"阿里云 SDK 优先用灵码","：其他 Copilot 容易写错版本 \u002F 鉴权链",[43,2612,2613,2616],{},[29,2614,2615],{},"Qwen3-Coder 私有部署有 GPU 门槛","：开源权重免费，但跑 Max 级模型对显存要求高",[43,2618,2619,2622],{},[29,2620,2621],{},"品牌迁移过渡期看清账号体系","：通义灵码账号 ≠ Qoder CN 账号，重度用户提前准备",[20,2624,370],{"id":369},[40,2626,2627,2630,2633,2636,2639,2642,2645],{},[43,2628,2629],{},"✅ 国内开发者免费上手",[43,2631,2632],{},"✅ 阿里云用户（函数计算 \u002F SLS \u002F OSS \u002F RDS 等）",[43,2634,2635],{},"✅ 想用 Qwen3-Coder 开源模型",[43,2637,2638],{},"✅ 中文项目主力",[43,2640,2641],{},"❌ 海外纯英文团队",[43,2643,2644],{},"❌ 完全没有阿里云业务",[43,2646,2647],{},"❌ 已订 Cursor \u002F Copilot 且不愿换工具",[20,2649,418],{"id":418},[40,2651,2652,2656,2660,2665],{},[43,2653,2654],{},[422,2655,2405],{"href":2404},[43,2657,2658],{},[422,2659,2162],{"href":2161},[43,2661,2662],{},[422,2663,2664],{"href":2229},"CodeGeeX 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