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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":492,"alternatives":493,"api_compatible":8,"body":498,"category":457,"chinese_friendly":933,"cover":934,"description":935,"domestic":460,"extension":461,"faq":936,"free":460,"github":8,"languages":949,"lastVerified":8,"meta":951,"models":8,"navigation":466,"notSuitable":8,"opensource":466,"path":952,"pillar":468,"platforms":953,"priceTable":958,"pricing":969,"published":970,"relatedPlaybooks":971,"relatedReviews":974,"score":978,"self_host":460,"seo":979,"seoTitle":980,"slug":15,"sources":981,"stem":989,"suitable":8,"tagline":990,"tags":991,"updated":984,"verdict":998,"website":999,"__hash__":1000},"tools\u002Ftools\u002Fcoding\u002Fcopilot\u002Ftongyi-lingma.md","通义灵码 Tongyi Lingma",[494,495,496,497],"coding\u002Fide\u002Fqoder","coding\u002Fcopilot\u002Fcodegeex","coding\u002Fcopilot\u002Fcomate","coding\u002Fcopilot\u002Fcodebuddy",{"type":17,"value":499,"toc":921},[500,502,509,512,514,558,562,611,621,625,629,646,650,667,669,692,694,811,813,845,847,870,872,896,898],[20,501,23],{"id":22},[25,503,504,505,508],{},"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 ",[29,506,507],{},"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%。",[25,510,511],{},"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。",[20,513,38],{"id":38},[40,515,516,522,528,534,540,546,552],{},[43,517,518,521],{},[29,519,520],{},"代码补全 \u002F 续写 \u002F 注释生成","：行级 \u002F 函数级 \u002F 多行",[43,523,524,527],{},[29,525,526],{},"代码解释 + 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微调",[95,612,613],{},[25,614,615,616,620],{},"通义灵码插件仍正常使用且免费；重度场景建议同步关注 ",[410,617,619],{"href":618},"\u002Ftools\u002Fcoding\u002Fide\u002Fqoder","Qoder 评测","。",[20,622,624],{"id":623},"实测中型-java-react-项目","实测（中型 Java + React 项目）",[25,626,627],{},[29,628,158],{},[40,630,631,634,637,640,643],{},[43,632,633],{},"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",[43,635,636],{},"中文需求理解一流，prompt 中文写法不会被误解",[43,638,639],{},"个人完全免费 + 无次数限制，对学习 \u002F 中小项目压力极小",[43,641,642],{},"Qwen3-Coder 升级后多文件改 \u002F 跨函数重构成功率明显提升",[43,644,645],{},"与阿里通义其他产品（千问 \u002F 灵积）账号互通",[25,647,648],{},[29,649,180],{},[40,651,652,655,658,661,664],{},[43,653,654],{},"老插件 UI 比 Cursor \u002F Copilot 略保守，但 Qoder CN 桌面端补齐",[43,656,657],{},"海外开发者访问国内 endpoint 偶有延迟",[43,659,660],{},"复杂跨仓库 Agent 任务建议直接用 Qoder CN Quest 模式",[43,662,663],{},"部分极偏门语言（Erlang \u002F Crystal 等）支持弱于通用语言",[43,665,666],{},"与阿里云外部生态（如 AWS \u002F GCP）SDK 准确度略逊",[20,668,200],{"id":200},[202,670,671,674,677,680,683,689],{},[43,672,673],{},"lingma.aliyun.com 注册（阿里云账号），免费版立即可用",[43,675,676],{},"VS Code \u002F JetBrains 装 \"通义灵码\" 插件",[43,678,679],{},"阿里云账号登录，选 Qwen2.5-Max \u002F Qwen3-Coder",[43,681,682],{},"体验：注释 → 代码、选中代码右键解释 \u002F 重构 \u002F 生成单测",[43,684,685,686,688],{},"重度场景：迁移到 ",[410,687,507],{"href":618},"，体验 Quest + Repo Wiki + 跨项目并行",[43,690,691],{},"企业：咨询私有化部署 \u002F 团队管理",[20,693,224],{"id":224},[101,695,696,714],{},[104,697,698],{},[107,699,700,702,705,708,711],{},[110,701,233],{},[110,703,704],{},"通义灵码 \u002F Qoder CN",[110,706,707],{},"Comate",[110,709,710],{},"CodeBuddy",[110,712,713],{},"CodeGeeX",[119,715,716,732,749,764,780,794],{},[107,717,718,721,723,726,729],{},[124,719,720],{},"个人价格",[124,722,307],{},[124,724,725],{},"免费 \u002F 59",[124,727,728],{},"免费 \u002F 58",[124,730,731],{},"免费 \u002F 49",[107,733,734,737,740,743,746],{},[124,735,736],{},"主力模型",[124,738,739],{},"Qwen3-Coder（开源）",[124,741,742],{},"文心",[124,744,745],{},"混元 + DeepSeek V3",[124,747,748],{},"GLM-5.1",[107,750,751,754,757,760,762],{},[124,752,753],{},"阿里云 SDK 准确度",[124,755,756],{},"✅ 最高",[124,758,759],{},"中等",[124,761,759],{},[124,763,759],{},[107,765,766,769,772,775,778],{},[124,767,768],{},"自主 Agent",[124,770,771],{},"✅ Quest（Qoder CN）",[124,773,774],{},"✅ Zulu",[124,776,777],{},"✅ Craft",[124,779,315],{},[107,781,782,785,788,790,792],{},[124,783,784],{},"中文体验",[124,786,787],{},"5\u002F5",[124,789,787],{},[124,791,787],{},[124,793,787],{},[107,795,796,799,802,805,808],{},[124,797,798],{},"生态深耕",[124,800,801],{},"阿里云 \u002F 信也 \u002F 淘宝",[124,803,804],{},"百度 \u002F 顺丰 \u002F 吉利",[124,806,807],{},"腾讯 \u002F 微信小程序",[124,809,810],{},"智谱 \u002F 信创",[20,812,322],{"id":322},[40,814,815,821,827,833,839],{},[43,816,817,820],{},[29,818,819],{},"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",[43,822,823,826],{},[29,824,825],{},"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",[43,828,829,832],{},[29,830,831],{},"阿里云 SDK 优先用灵码","：其他 Copilot 容易写错版本 \u002F 鉴权链",[43,834,835,838],{},[29,836,837],{},"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",[43,840,841,844],{},[29,842,843],{},"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",[20,846,358],{"id":357},[40,848,849,852,855,858,861,864,867],{},[43,850,851],{},"✅ 国内开发者免费上手",[43,853,854],{},"✅ 阿里云用户（函数计算 \u002F SLS \u002F OSS \u002F RDS 等）",[43,856,857],{},"✅ 想用 Qwen3-Coder 开源模型",[43,859,860],{},"✅ 中文项目主力",[43,862,863],{},"❌ 海外纯英文团队",[43,865,866],{},"❌ 完全没有阿里云业务",[43,868,869],{},"❌ 已订 Cursor \u002F Copilot 且不愿换工具",[20,871,406],{"id":406},[40,873,874,878,884,890],{},[43,875,876],{},[410,877,619],{"href":618},[43,879,880],{},[410,881,883],{"href":882},"\u002Ftools\u002Fcoding\u002Fcopilot\u002Fcomate","Comate 评测",[43,885,886],{},[410,887,889],{"href":888},"\u002Ftools\u002Fcoding\u002Fcopilot\u002Fcodegeex","CodeGeeX 评测",[43,891,892],{},[410,893,895],{"href":894},"\u002Fplaybook\u002Frefactor\u002Flarge-refactor-with-ai-agent","AI 大型重构 Playbook",[20,897,425],{"id":425},[202,899,900,907,914],{},[43,901,902,903],{},"阿里云 — 通义灵码 \u002F Qoder CN 产品页（含信也客户数据）",[410,904,905],{"href":905,"rel":906},"https:\u002F\u002Fwww.alibabacloud.com\u002Fzh\u002Fproduct\u002Flingma",[439],[43,908,909,910],{},"Codnaut — Tongyi Lingma 评测 ",[410,911,912],{"href":912,"rel":913},"https:\u002F\u002Fwww.codnaut.com\u002Fen\u002Ftools\u002Ftongyi-lingma",[439],[43,915,916,917],{},"中关村在线 — Qwen3-Coder 开源 + 通义灵码升级（2025-07）",[410,918,919],{"href":919,"rel":920},"https:\u002F\u002Fai.zol.com.cn\u002F1019\u002F10197976.html",[439],{"title":442,"searchDepth":443,"depth":443,"links":922},[923,924,925,926,927,928,929,930,931,932],{"id":22,"depth":446,"text":23},{"id":38,"depth":446,"text":38},{"id":560,"depth":446,"text":561},{"id":623,"depth":446,"text":624},{"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":406,"depth":446,"text":406},{"id":425,"depth":446,"text":425},5,"\u002Fimg\u002Ftools\u002Ftongyi-lingma.webp","通义灵码 真实评测：阿里云通义 AI 编程助手，2025 年起底层升级 Qwen3-Coder 开源模型；2026 年品牌迁移为 Qoder CN（国内云区版本，账号 \u002F 计费独立但同源）。Qwen2.5-Max 一度登顶编程能力榜，深度整合阿里云生态。信也科技数百研发周活 70%、新增代码 33% 由灵码编写，整体效率提升 11%。",[937,940,943,946],{"q":938,"a":939},"通义灵码和 Qoder 是同一个产品吗？","通义灵码 2026 年改名 Qoder CN，是 Qoder 在国内的中国云区版本，账号 \u002F 计费独立，但底层 Qwen3-Coder 模型一致。原插件仍可正常使用，重度用户建议迁到 Qoder CN 体验完整 Quest \u002F Repo Wiki。",{"q":941,"a":942},"Qwen3-Coder 编程能力如何？","阿里 2025-07 开源的最新一代代码大模型，多个基准测试领先开源同类；通义灵码 Qwen2.5-Max 一度登顶 LMArena 编程能力榜（开源）。",{"q":944,"a":945},"对个人开发者真的免费吗？","插件全功能免费、无次数限制。代码生成、解释、重构、单测都不收费。重度跑 Quest 模式建议升 Qoder CN 订阅，享受 Qwen3-Coder Max 旗舰。",{"q":947,"a":948},"和 Cursor \u002F Copilot 比？","Cursor \u002F Copilot 海外个人开发仍最强；通义灵码（Qoder CN）强在中文场景、阿里云生态、Qwen3-Coder 开源模型、国内访问稳定。信也、淘宝、阿里系内部规模化用。",[950,463],"zh",{},"\u002Ftools\u002Fcoding\u002Fcopilot\u002Ftongyi-lingma",[954,955,956,957],"vscode","jetbrains","intellij","pycharm",[959,962,965],{"plan":582,"price":585,"features":960,"notes":961},"代码补全 \u002F 解释 \u002F 重构 \u002F 单测生成 \u002F 跨文件编辑","全功能免费、无次数限制",{"plan":963,"price":596,"features":599,"notes":964},"Qoder CN（原灵码）订阅","国内云区版本、独立账号 \u002F 计费",{"plan":604,"price":966,"features":967,"notes":968},"咨询定制","私有部署 \u002F SSO \u002F 团队管理 \u002F 模型微调","信也、阿里系等头部客户","个人免费 \u002F 企业版咨询定制 \u002F Qoder CN 订阅","2026-06-19",[972,973],"refactor\u002Flarge-refactor-with-ai-agent","onboarding\u002Flegacy-codebase-onboarding",[975,976,977],"codebuddy-deep-review","copilot-four-comparison","trae-deep-review",{"power":476,"ux":476,"price":933,"cn_support":933,"stability":476},{"title":492,"description":935},"通义灵码评测 2026：阿里 AI 编程助手，企业级代码补全，国内免费",[982,985,987],{"name":983,"url":912,"accessed":984},"Codnaut — Tongyi Lingma 介绍","2026-06-24",{"name":986,"url":905,"accessed":984},"阿里云 — 通义灵码 \u002F Qoder CN 产品页",{"name":988,"url":919,"accessed":984},"中关村在线 — Qwen3-Coder 开源 + 通义灵码升级","tools\u002Fcoding\u002Fcopilot\u002Ftongyi-lingma","阿里通义 AI 编程助手，深度集成 Qwen3-Coder，已升级为 Qoder CN（国内云区版本）",[457,992,993,994,995,996,997],"china","alibaba","qwen","tongyi","qoder-cn","free","国产免费 Copilot 主力，背靠阿里 Qwen3-Coder 开源模型。已用户基本盘大、阿里云生态深度。2026 年品牌迁移为 Qoder CN 后产品同步性提升；老 IDE 插件仍可用。","https:\u002F\u002Flingma.aliyun.com","GY-QENPaPvqE1iqF7etmbAMy1jPnZChAbXrAVMVwTxc",1785428442681]