[{"data":1,"prerenderedAt":2982},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"alt-main-gemini-code-assist":8,"alt-list-gemini-code-assist":670},{"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":17,"category":596,"chinese_friendly":582,"cover":597,"description":598,"domestic":599,"extension":600,"faq":601,"free":602,"github":601,"languages":603,"lastVerified":607,"meta":608,"models":609,"navigation":602,"notSuitable":611,"opensource":599,"path":616,"pillar":617,"platforms":618,"priceTable":623,"pricing":634,"published":635,"relatedPlaybooks":601,"relatedReviews":601,"score":636,"self_host":599,"seo":639,"seoTitle":640,"slug":641,"sources":642,"stem":655,"suitable":656,"tagline":662,"tags":663,"updated":635,"verdict":668,"website":645,"__hash__":669},"tools\u002Ftools\u002Fcoding\u002Fcopilot\u002Fgemini-code-assist.md","Gemini Code Assist",[12,13,14],"coding\u002Fcopilot\u002Fgithub-copilot","coding\u002Fcopilot\u002Fmarscode","coding\u002Fcopilot\u002Fcodebuddy",[16],"google",{"type":18,"value":19,"toc":577},"minimark",[20,24,33,40,50,53,58,65,78,81,85,164,171,174,264,271,274,278,289,292,295,344,347,349,395,400,411,414,418,513,519,523,529,535,541,547,550],[21,22,23],"h2",{"id":23},"一句话结论",[25,26,27,28,32],"p",{},"Gemini Code Assist 是 Google 在 AI 编程赛道的旗舰产品。它最大的杀手锏是 ",[29,30,31],"strong",{},"百万 token 免费额度","——这意味着你可以把整个大型项目扔给它分析，不用担心像 GitHub Copilot 那样按量计费。",[25,34,35,36,39],{},"但它的短板也很明显：",[29,37,38],{},"国内访问需要稳定翻墙 + Google 账号","，中文体验不如通义灵码\u002FCodeBuddy 等国产工具。如果你的团队在 Google Cloud 生态里，Gemini Code Assist 是最自然的选择；如果在国内裸跑，还是选国产工具更顺。",[41,42,44],"callout",{"type":43},"info",[25,45,46,49],{},[29,47,48],{},"Google AI 编程产品线","：Gemini Code Assist（IDE 插件）+ Gemini CLI（终端 Agent）+ Jules（异步编码 Agent）+ Firebase Studio（全栈构建）。四款产品定位不同，Code Assist 是\"日常编程助手\"定位。",[21,51,52],{"id":52},"核心能力",[54,55,57],"h3",{"id":56},"百万-token-上下文","百万 token 上下文",[25,59,60,61,64],{},"Gemini 2.5 Pro 支持 ",[29,62,63],{},"100 万 token 上下文窗口","——这是目前所有 AI 编程工具中最长的。实际意义：",[66,67,68,72,75],"ul",{},[69,70,71],"li",{},"整个中型项目（10-20 万行代码）可以一次性塞进上下文",[69,73,74],{},"跨文件理解不需要分块，Agent 能看到全局",[69,76,77],{},"长对话不会\"忘记\"早期讨论的架构决策",[25,79,80],{},"对比：GitHub Copilot 上下文约 8K-32K token，Claude Code 约 200K token。",[54,82,84],{"id":83},"代码补全-生成","代码补全 + 生成",[86,87,88,103],"table",{},[89,90,91],"thead",{},[92,93,94,98,100],"tr",{},[95,96,97],"th",{},"能力",[95,99,10],{},[95,101,102],{},"GitHub Copilot",[104,105,106,118,127,136,146,155],"tbody",{},[92,107,108,112,115],{},[109,110,111],"td",{},"单行补全",[109,113,114],{},"★★★★☆",[109,116,117],{},"★★★★★",[92,119,120,123,125],{},[109,121,122],{},"多行补全",[109,124,114],{},[109,126,114],{},[92,128,129,132,134],{},[109,130,131],{},"函数生成",[109,133,117],{},[109,135,114],{},[92,137,138,141,143],{},[109,139,140],{},"跨文件理解",[109,142,117],{},[109,144,145],{},"★★★☆☆",[92,147,148,151,153],{},[109,149,150],{},"中文注释→代码",[109,152,145],{},[109,154,145],{},[92,156,157,160,162],{},[109,158,159],{},"代码解释",[109,161,117],{},[109,163,114],{},[25,165,166,167,170],{},"Gemini Code Assist 在",[29,168,169],{},"跨文件理解和长代码生成","方面有明显优势，但单行补全的实时性略逊于 Copilot（延迟高 50-100ms）。",[54,172,173],{"id":173},"企业版能力",[86,175,176,188],{},[89,177,178],{},[92,179,180,183,185],{},[95,181,182],{},"企业功能",[95,184,10],{},[95,186,187],{},"GitHub Copilot Business",[104,189,190,201,212,222,232,242,253],{},[92,191,192,195,198],{},[109,193,194],{},"私有部署",[109,196,197],{},"❌（Google Cloud 内）",[109,199,200],{},"❌",[92,202,203,206,209],{},[109,204,205],{},"代码不留存",[109,207,208],{},"✅ 企业版保证",[109,210,211],{},"✅",[92,213,214,217,220],{},[109,215,216],{},"SSO 单点登录",[109,218,219],{},"✅ Google Workspace",[109,221,211],{},[92,223,224,227,230],{},[109,225,226],{},"审计日志",[109,228,229],{},"✅ Cloud Audit Logs",[109,231,211],{},[92,233,234,237,240],{},[109,235,236],{},"代码安全扫描",[109,238,239],{},"✅ 集成 SCC",[109,241,200],{},[92,243,244,247,250],{},[109,245,246],{},"合规认证",[109,248,249],{},"SOC 2 \u002F HIPAA \u002F FedRAMP",[109,251,252],{},"SOC 2",[92,254,255,258,261],{},[109,256,257],{},"价格",[109,259,260],{},"$45\u002F月\u002F席位",[109,262,263],{},"$19\u002F月\u002F席位",[25,265,266,267,270],{},"Gemini Code Assist 企业版",[29,268,269],{},"价格是 Copilot 的 2.4 倍","，但合规认证更全（FedRAMP 高级别），适合金融\u002F政务\u002F医疗行业。",[21,272,273],{"id":273},"使用体验",[54,275,277],{"id":276},"ide-集成","IDE 集成",[25,279,280,281,284,285,288],{},"支持 ",[29,282,283],{},"VS Code"," 和 ",[29,286,287],{},"IntelliJ IDEA \u002F PyCharm \u002F WebStorm"," 等 JetBrains 全家桶。安装方式：在插件市场搜索 \"Gemini Code Assist\" 即可。",[25,290,291],{},"VS Code 体验最好，JetBrains 插件功能略少（缺少部分 inline edit 功能）。",[54,293,294],{"id":294},"国内使用门槛",[86,296,297,307],{},[89,298,299],{},[92,300,301,304],{},[95,302,303],{},"门槛",[95,305,306],{},"说明",[104,308,309,317,325,333],{},[92,310,311,314],{},[109,312,313],{},"网络",[109,315,316],{},"需要稳定翻墙，Google API 在国内被墙",[92,318,319,322],{},[109,320,321],{},"账号",[109,323,324],{},"需要 Google 账号，国内手机号注册受限",[92,326,327,330],{},[109,328,329],{},"支付",[109,331,332],{},"个人版免费，企业版需 Google Cloud 账单（海外信用卡）",[92,334,335,338],{},[109,336,337],{},"语言",[109,339,340,341],{},"界面支持英文\u002F日文\u002F韩文，",[29,342,343],{},"不支持中文界面",[25,345,346],{},"这四道门槛加起来，国内开发者用 Gemini Code Assist 的成本比用通义灵码\u002FMarsCode 高很多。",[21,348,257],{"id":257},[86,350,351,366],{},[89,352,353],{},[92,354,355,358,360,363],{},[95,356,357],{},"版本",[95,359,257],{},[95,361,362],{},"额度",[95,364,365],{},"适合",[104,367,368,382],{},[92,369,370,373,376,379],{},[109,371,372],{},"个人版",[109,374,375],{},"免费",[109,377,378],{},"百万 token\u002F月",[109,380,381],{},"个人开发者",[92,383,384,387,389,392],{},[109,385,386],{},"企业版",[109,388,260],{},[109,390,391],{},"按席位不限量",[109,393,394],{},"企业团队",[25,396,397,399],{},[29,398,31],{},"是什么概念？大约可以：",[66,401,402,405,408],{},[69,403,404],{},"分析 10 万行代码 5-10 次",[69,406,407],{},"生成代码 500-1000 次",[69,409,410],{},"日常补全约 2 万次",[25,412,413],{},"对于个人开发者，免费额度基本够用。",[21,415,417],{"id":416},"与-github-copilot-对比","与 GitHub Copilot 对比",[86,419,420,431],{},[89,421,422],{},[92,423,424,427,429],{},[95,425,426],{},"维度",[95,428,10],{},[95,430,102],{},[104,432,433,443,454,463,472,483,493,502],{},[92,434,435,438,440],{},[109,436,437],{},"免费额度",[109,439,378],{},[109,441,442],{},"无（$10\u002F月起）",[92,444,445,448,451],{},[109,446,447],{},"上下文窗口",[109,449,450],{},"100 万 token",[109,452,453],{},"~32K token",[92,455,456,459,461],{},[109,457,458],{},"企业版价格",[109,460,260],{},[109,462,263],{},[92,464,465,467,470],{},[109,466,246],{},[109,468,469],{},"FedRAMP \u002F HIPAA",[109,471,252],{},[92,473,474,477,480],{},[109,475,476],{},"IDE 支持",[109,478,479],{},"VS Code \u002F JetBrains",[109,481,482],{},"全（含 Neovim）",[92,484,485,488,491],{},[109,486,487],{},"中文体验",[109,489,490],{},"★★☆☆☆",[109,492,145],{},[92,494,495,498,500],{},[109,496,497],{},"国内访问",[109,499,200],{},[109,501,200],{},[92,503,504,507,510],{},[109,505,506],{},"模型",[109,508,509],{},"Gemini 2.5 Pro",[109,511,512],{},"GPT-5 \u002F Claude",[25,514,515,518],{},[29,516,517],{},"结论","：如果你需要超长上下文和免费额度，选 Gemini Code Assist。如果你需要最全的 IDE 支持和生态，选 GitHub Copilot。",[21,520,522],{"id":521},"faq","FAQ",[25,524,525,528],{},[29,526,527],{},"Q：Gemini Code Assist 和 Gemini CLI 什么关系？","\n都是 Google 的 AI 编程产品线。Code Assist 是 IDE 插件（补全+对话），Gemini CLI 是终端 Agent（类似 Claude Code）。两者可以互补使用。",[25,530,531,534],{},[29,532,533],{},"Q：百万 token 免费额度够用吗？","\n个人开发者日常使用基本够。如果你是重度 Agent 用户（每天多次大规模重构），可能会触限，需要等月度重置或升级企业版。",[25,536,537,540],{},[29,538,539],{},"Q：能用 Gemini Code Assist 替代 Cursor 吗？","\n不能完全替代。Gemini Code Assist 是插件形态，没有 Cursor 的 Composer\u002FAgent 模式。但配合 Gemini CLI 可以补足 Agent 能力。",[25,542,543,546],{},[29,544,545],{},"Q：企业版值得买吗？","\n如果你的团队在 Google Cloud 生态里、需要 FedRAMP\u002FHIPAA 合规，Gemini Code Assist 企业版是最佳选择。否则 GitHub Copilot Business 性价比更高。",[21,548,549],{"id":549},"相关阅读",[66,551,552,559,565,571],{},[69,553,554],{},[555,556,558],"a",{"href":557},"\u002Fcoding\u002Fcopilot\u002Fgithub-copilot.html","GitHub Copilot 工具卡",[69,560,561],{},[555,562,564],{"href":563},"\u002Fcoding\u002Fcopilot\u002Fmarscode.html","MarsCode 工具卡",[69,566,567],{},[555,568,570],{"href":569},"\u002Fcoding\u002Fcopilot\u002Fcodebuddy.html","CodeBuddy 工具卡",[69,572,573],{},[555,574,576],{"href":575},"\u002Freview\u002Fcopilot-four-comparison.html","国产 Copilot 四强横评",{"title":578,"searchDepth":579,"depth":579,"links":580},"",3,[581,583,588,592,593,594,595],{"id":23,"depth":582,"text":23},2,{"id":52,"depth":582,"text":52,"children":584},[585,586,587],{"id":56,"depth":579,"text":57},{"id":83,"depth":579,"text":84},{"id":173,"depth":579,"text":173},{"id":273,"depth":582,"text":273,"children":589},[590,591],{"id":276,"depth":579,"text":277},{"id":294,"depth":579,"text":294},{"id":257,"depth":582,"text":257},{"id":416,"depth":582,"text":417},{"id":521,"depth":582,"text":522},{"id":549,"depth":582,"text":549},"copilot","\u002Fimg\u002Ftools\u002Fgemini-code-assist.webp","Gemini Code Assist 2026 真实评测：Google 出品的 AI 编程助手，Gemini 2.5 Pro 驱动，百万 token 免费额度。VS Code\u002FIntelliJ 插件、企业版 Google Cloud 集成、长上下文理解。本文整理核心能力、价格、与 GitHub Copilot 对比、适用场景。",false,"md",null,true,[604,605,606],"en","ja","ko","2026-08-02",{},[610],"gemini-2.5-pro",[612,613,614,615],"国内开发者（需稳定翻墙 + 海外 Google 账号）","中文注释为主的团队（中文体验不如国产工具）","需要本地部署 \u002F 私有化的团队","JetBrains 全家桶深度用户（插件支持不如 Copilot 全）","\u002Ftools\u002Fcoding\u002Fcopilot\u002Fgemini-code-assist","coding",[619,620,621,622],"web","windows","macos","linux",[624,629],{"plan":372,"price":625,"limit":626,"cn_pay":627,"note":628},"$0","百万 token\u002F月免费","⚠️ 需翻墙","VS Code\u002FIntelliJ 插件",{"plan":386,"price":630,"limit":631,"cn_pay":632,"note":633},"联系销售","按席位计费","⚠️","Google Cloud 集成","免费（个人版）\u002F 企业版联系销售","2026-07-04",{"power":637,"ux":637,"price":638,"cn_support":582,"stability":637},4,5,{"title":10,"description":598},"Gemini Code Assist 评测 2026：Google AI 编程助手，百万 token 免费额度","coding\u002Fcopilot\u002Fgemini-code-assist",[643,646,649,652],{"title":644,"url":645},"Gemini Code Assist 官网","https:\u002F\u002Fcodeassist.google",{"title":647,"url":648},"Google AI 编程产品线分析","https:\u002F\u002Fm.toutiao.com\u002Fgroup\u002F7655920586589209131\u002F",{"title":650,"url":651},"2026 AI 编程工具实测","https:\u002F\u002Fm.toutiao.com\u002Fgroup\u002F7657891407511831059\u002F",{"title":653,"url":654},"Gemini Code Assist PHP 中文网介绍","https:\u002F\u002Fwww.php.cn\u002Ffaq\u002F1950481.html","tools\u002Fcoding\u002Fcopilot\u002Fgemini-code-assist",[657,658,659,660,661],"Google Cloud \u002F GCP 生态用户","需要超长上下文（100 万 token）的场景","企业级安全合规要求高的团队","已有 Google Workspace 的企业","想免费体验顶级 AI 编程的个人开发者","Google AI 编程助手，百万 token 免费额度，企业版集成 Google Cloud",[596,16,664,665,666,667],"gemini","long-context","enterprise","cloud","谷歌 AI 编程旗舰。百万 token 免费额度+Google Cloud 深度集成+企业级安全。长上下文理解强，但中文体验和国内访问是短板。","zYiOj5fEZGXHuJFACHuT6mHCk5vRPs0vO4dWwQvN7GE",[671,1935,2459],{"id":672,"title":102,"alternatives":673,"api_compatible":678,"body":679,"category":596,"chinese_friendly":579,"cover":1848,"description":1849,"domestic":599,"extension":600,"faq":601,"free":602,"github":1796,"languages":1850,"lastVerified":607,"meta":1852,"models":1853,"navigation":602,"notSuitable":1859,"opensource":599,"path":1863,"pillar":617,"platforms":1864,"priceTable":1865,"pricing":1886,"published":1887,"relatedPlaybooks":601,"relatedReviews":601,"score":1888,"self_host":599,"seo":1889,"seoTitle":1890,"slug":12,"sources":1891,"stem":1918,"suitable":1919,"tagline":1925,"tags":1926,"updated":1932,"verdict":1933,"website":1796,"__hash__":1934},"tools\u002Ftools\u002Fcoding\u002Fcopilot\u002Fgithub-copilot.md",[674,675,676,677],"coding\u002Fide\u002Fcursor","coding\u002Fide\u002Fwindsurf","coding\u002Fcli\u002Fcline","coding\u002Fagent\u002Fcontinue",[],{"type":18,"value":680,"toc":1829},[681,685,740,746,749,753,805,809,818,832,840,845,849,857,875,878,882,892,895,939,964,968,971,974,989,996,1000,1011,1037,1094,1105,1108,1116,1200,1205,1230,1234,1353,1356,1359,1396,1399,1559,1564,1598,1601,1665,1669,1672,1689,1692,1721,1723,1786,1789,1817,1825],[21,682,684],{"id":683},"tldr","TL;DR",[686,687,692,707,718],"div",{"className":688},[689,690,691],"card","p-5","my-4",[25,693,694,697,698,702,703,706],{},[29,695,696],{},"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 ",[555,699,701],{"href":700},"\u002Fwiki\u002Fmcp.html","MCP","，到 2026 Q2 已经从\"补全工具\"演化成 ",[29,704,705],{},"完整 Agent 平台","——补全、对话、Agent Mode、后台 Coding Agent 一站全有。",[25,708,709,710,713,714,717],{},"最大优势是 ",[29,711,712],{},"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 ",[29,715,716],{},"国内门槛","：账号 + 网络 + 支付。",[25,719,720,723,724,727,728,731,732,735,736,739],{},[29,721,722],{},"2026-07 最新变化","：① 自 ",[29,725,726],{},"2026-06-01 起转 AI Credits 按量计费","（1 credit = $0.01），基础订阅价不变，",[29,729,730],{},"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 ",[29,733,734],{},"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 ",[29,737,738],{},"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。",[741,742,743],"blockquote",{},[25,744,745],{},"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。",[21,747,748],{"id":748},"核心特性",[54,750,752],{"id":751},"三大形态completion-chat-agent","三大形态：Completion \u002F Chat \u002F Agent",[66,754,755,761,767,773,779,799],{},[69,756,757,760],{},[29,758,759],{},"Code Completion","：开山立派的能力，AI 在你写代码时给 inline 建议",[69,762,763,766],{},[29,764,765],{},"Copilot Chat","：侧边栏对话，问\"这段代码什么意思\"、\"帮我写个 SQL\"",[69,768,769,772],{},[29,770,771],{},"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",[69,774,775,778],{},[29,776,777],{},"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",[69,780,781,784,785,789,790,789,793,789,796],{},[29,782,783],{},"Copilot CLI 新终端界面","（2026-06-23 GA）：Tabbed TUI、Issues\u002FPRs\u002FGists 标签页、内置 ",[786,787,788],"code",{},"\u002Fmcp add","、",[786,791,792],{},"\u002Fskills",[786,794,795],{},"\u002Fplugin",[786,797,798],{},"\u002Fsettings",[69,800,801,804],{},[29,802,803],{},"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",[54,806,808],{"id":807},"agent-mode-详解","Agent Mode 详解",[25,810,811,817],{},[555,812,816],{"href":813,"rel":814},"https:\u002F\u002Fgithub.blog\u002Fnews-insights\u002Fproduct-news\u002Fgithub-copilot-coding-agent-is-now-generally-available\u002F",[815],"nofollow","GitHub Blog 公告"," 描述的 Agent Mode 能力：",[66,819,820,823,826,829],{},[69,821,822],{},"跨文件自主编辑（不需要你一个个 @ 文件）",[69,824,825],{},"调用 terminal 跑测试 \u002F linter",[69,827,828],{},"MCP 服务集成（2025-04 起 public preview，VS Code \u002F JetBrains \u002F Xcode 都支持）",[69,830,831],{},"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",[25,833,834,839],{},[555,835,838],{"href":836,"rel":837},"https:\u002F\u002Fagents.4geeks.com\u002Fagent\u002Fgithub-copilot",[815],"4geeks.com 2025 评测","：",[741,841,842],{},[25,843,844],{},"\"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.\"",[54,846,848],{"id":847},"coding-agent云端后台-pr-生成","Coding Agent（云端后台 PR 生成）",[25,850,851,856],{},[555,852,855],{"href":853,"rel":854},"https:\u002F\u002Fdocs.github.com\u002F",[815],"GitHub 官方文档"," 描述的 Coding Agent：",[66,858,859,862,869,872],{},[69,860,861],{},"从 GitHub Issues、VS Code、GitHub.com agent 界面、PR 评论、安全告警任一入口指派",[69,863,864,865,868],{},"在 ",[29,866,867],{},"GitHub Actions 临时开发环境","里跑（不占你本地）",[69,870,871],{},"完成后开 PR，附完整 commit \u002F 测试输出 \u002F 工作日志",[69,873,874],{},"你只 review + merge",[25,876,877],{},"支持版本：Pro \u002F Pro+ \u002F Business \u002F Enterprise（Free 不含）",[54,879,881],{"id":880},"copilot-cli2026-新终端界面-ga","Copilot CLI（2026 新终端界面 GA）",[25,883,884,885,789,888,891],{},"2026-06-23，GitHub 将新版 Copilot CLI terminal interface 推到 GA。它已经不只是 ",[786,886,887],{},"gh copilot suggest",[786,889,890],{},"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。",[25,893,894],{},"关键变化：",[66,896,897,903,913,930],{},[69,898,899,902],{},[29,900,901],{},"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。",[69,904,905,908,909,912],{},[29,906,907],{},"引用工作项","：在 Issues \u002F PRs tab 高亮条目后按 ",[786,910,911],{},"c","，可以把该 issue \u002F PR 直接塞进 prompt，让 Copilot 调查、修复或 review。",[69,914,915,839,918,789,920,789,923,789,925,789,927,929],{},[29,916,917],{},"内置配置",[786,919,788],{},[786,921,922],{},"\u002Fmcp search",[786,924,792],{},[786,926,795],{},[786,928,798],{}," 都可以在会话中完成，不再手写配置文件。",[69,931,932,839,935,938],{},[29,933,934],{},"无障碍主题",[786,936,937],{},"\u002Ftheme"," 支持 default \u002F dim \u002F high-contrast \u002F colorblind，并自动检测 screen reader。",[940,941,945],"pre",{"className":942,"code":943,"language":944,"meta":578,"style":578},"language-bash shiki shiki-themes github-light github-dark","copilot update\ncopilot\n","bash",[786,946,947,959],{"__ignoreMap":578},[948,949,952,955],"span",{"class":950,"line":951},"line",1,[948,953,596],{"class":954},"sScJk",[948,956,958],{"class":957},"sZZnC"," update\n",[948,960,961],{"class":950,"line":582},[948,962,963],{"class":954},"copilot\n",[54,965,967],{"id":966},"agent-finder资源发现开始标准化","Agent Finder：资源发现开始标准化",[25,969,970],{},"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。",[25,972,973],{},"Agent Finder 的思路是：",[975,976,977,980,983,986],"ol",{},[69,978,979],{},"用户用自然语言描述任务。",[69,981,982],{},"Copilot 到公开 catalog 或企业私有 registry 里搜索资源。",[69,984,985],{},"返回 ranked matches。",[69,987,988],{},"用户确认后，Copilot 再按需加载对应工具 \u002F skill。",[25,990,991,992,995],{},"GitHub 表示它实现了开放的 ",[29,993,994],{},"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」。",[54,997,999],{"id":998},"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）",[25,1001,1002,1003,1006,1007,1010],{},"自 ",[29,1004,1005],{},"2026-06-01"," 起，Copilot 全面转向 ",[29,1008,1009],{},"AI Credits 按量计费","（1 credit = $0.01），取代原 PRU（Premium Request Units）。核心逻辑：",[66,1012,1013,1019,1024,1031,1034],{},[69,1014,1015,1018],{},[29,1016,1017],{},"基础订阅价不变","：Pro $10（含 $10 credits）、Pro+ $39（含 $39）、Business $19（含 $19）、Enterprise $39（含 $39）",[69,1020,1021,1023],{},[29,1022,730],{},"——轻度用户体验和成本几乎不变",[69,1025,1026,1027,1030],{},"仅 ",[29,1028,1029],{},"Chat \u002F Agent \u002F PR 评审 \u002F CLI \u002F 超长上下文"," 消耗 credits",[69,1032,1033],{},"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）",[69,1035,1036],{},"Business\u002FEnterprise 6-8 月有促销额度（$30 \u002F $70）；code review 另计 Actions 分钟",[86,1038,1039,1049],{},[89,1040,1041],{},[92,1042,1043,1046],{},[95,1044,1045],{},"项目",[95,1047,1048],{},"是否消耗 credits",[104,1050,1051,1058,1065,1073,1080,1087],{},[92,1052,1053,1055],{},[109,1054,111],{},[109,1056,1057],{},"❌ 免费",[92,1059,1060,1063],{},[109,1061,1062],{},"Next Edit 建议",[109,1064,1057],{},[92,1066,1067,1070],{},[109,1068,1069],{},"Chat 对话",[109,1071,1072],{},"✅ 计费",[92,1074,1075,1078],{},[109,1076,1077],{},"Agent 任务",[109,1079,1072],{},[92,1081,1082,1085],{},[109,1083,1084],{},"PR 评审 \u002F CLI",[109,1086,1072],{},[92,1088,1089,1092],{},[109,1090,1091],{},"超长上下文",[109,1093,1072],{},[25,1095,1096,839,1099,1101,1102,1104],{},[29,1097,1098],{},"模型阵营大扩容",[29,1100,734],{},"（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）；",[29,1103,738],{}," 家族 7-09 全 IDE 上线；Codex 作为公测 Agent provider 进入 JetBrains（7-07）。",[21,1106,1107],{"id":1107},"价格与运行成本",[25,1109,1110,1115],{},[555,1111,1114],{"href":1112,"rel":1113},"https:\u002F\u002Fgithub.com\u002Ffeatures\u002Fcopilot\u002Fplans",[815],"官方 Plans 页"," 2026 Q2 公开数据：",[86,1117,1118,1130],{},[89,1119,1120],{},[92,1121,1122,1125,1127],{},[95,1123,1124],{},"档位",[95,1126,257],{},[95,1128,1129],{},"关键点",[104,1131,1132,1145,1156,1167,1178,1189],{},[92,1133,1134,1137,1139],{},[109,1135,1136],{},"Free",[109,1138,625],{},[109,1140,1141,1142],{},"2000 补全\u002F月，Haiku 4.5 + GPT-5 mini，含 Copilot CLI，",[29,1143,1144],{},"无需信用卡",[92,1146,1147,1150,1153],{},[109,1148,1149],{},"Pro",[109,1151,1152],{},"$10\u002F月",[109,1154,1155],{},"无限补全 + Cloud agent + Code review + 第三方 agent（Claude Code \u002F Codex）+ $15 credits",[92,1157,1158,1161,1164],{},[109,1159,1160],{},"Pro+",[109,1162,1163],{},"$39\u002F月",[109,1165,1166],{},"Pro + Opus 等 premium 模型 + 4x usage + $70 credits",[92,1168,1169,1172,1175],{},[109,1170,1171],{},"Max",[109,1173,1174],{},"$100\u002F月",[109,1176,1177],{},"Pro+ 2.9x + 优先新模型 + $200 credits",[92,1179,1180,1183,1186],{},[109,1181,1182],{},"Business",[109,1184,1185],{},"$19\u002Fseat\u002F月",[109,1187,1188],{},"组织管理 + Copilot 策略 + 全代码库语义索引",[92,1190,1191,1194,1197],{},[109,1192,1193],{},"Enterprise",[109,1195,1196],{},"$39\u002Fseat\u002F月",[109,1198,1199],{},"Business + Enterprise 索引 + 优先模型",[25,1201,1202,839],{},[29,1203,1204],{},"重要福利",[66,1206,1207,1218,1224],{},[69,1208,1209,839,1212,1217],{},[29,1210,1211],{},"学生免费",[555,1213,1216],{"href":1214,"rel":1215},"https:\u002F\u002Feducation.github.com\u002Fpack",[815],"GitHub Student Developer Pack"," 认证后直接拿 Pro",[69,1219,1220,1223],{},[29,1221,1222],{},"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",[69,1225,1226,1229],{},[29,1227,1228],{},"教师免费","：通过 GitHub Education 认证",[21,1231,1233],{"id":1232},"上手-3-分钟","上手 3 分钟",[940,1235,1237],{"className":942,"code":1236,"language":944,"meta":578,"style":578},"# 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",[786,1238,1239,1245,1250,1255,1260,1265,1271,1286,1300,1306,1311,1326,1339],{"__ignoreMap":578},[948,1240,1241],{"class":950,"line":951},[948,1242,1244],{"class":1243},"sJ8bj","# VS Code：扩展市场搜 \"GitHub Copilot\" 装上即可\n",[948,1246,1247],{"class":950,"line":582},[948,1248,1249],{"class":1243},"# JetBrains：Plugin Marketplace 搜 Copilot\n",[948,1251,1252],{"class":950,"line":579},[948,1253,1254],{"class":1243},"# Neovim：装 github\u002Fcopilot.vim 仓库\n",[948,1256,1257],{"class":950,"line":637},[948,1258,1259],{"class":1243},"# Xcode：装 github\u002FCopilotForXcode\n",[948,1261,1262],{"class":950,"line":638},[948,1263,1264],{"emptyLinePlaceholder":602},"\n",[948,1266,1268],{"class":950,"line":1267},6,[948,1269,1270],{"class":1243},"# 命令行\n",[948,1272,1274,1277,1280,1283],{"class":950,"line":1273},7,[948,1275,1276],{"class":954},"brew",[948,1278,1279],{"class":957}," install",[948,1281,1282],{"class":957}," gh",[948,1284,1285],{"class":1243},"                  # macOS\n",[948,1287,1289,1292,1294,1297],{"class":950,"line":1288},8,[948,1290,1291],{"class":954},"winget",[948,1293,1279],{"class":957},[948,1295,1296],{"class":957}," GitHub.cli",[948,1298,1299],{"class":1243},"        # Windows\n",[948,1301,1303],{"class":950,"line":1302},9,[948,1304,1305],{"class":1243},"# Linux：参考 cli.github.com\n",[948,1307,1309],{"class":950,"line":1308},10,[948,1310,1264],{"emptyLinePlaceholder":602},[948,1312,1314,1317,1320,1323],{"class":950,"line":1313},11,[948,1315,1316],{"class":954},"gh",[948,1318,1319],{"class":957}," auth",[948,1321,1322],{"class":957}," login",[948,1324,1325],{"class":1243},"                    # 登录 GitHub\n",[948,1327,1329,1331,1334,1336],{"class":950,"line":1328},12,[948,1330,1316],{"class":954},[948,1332,1333],{"class":957}," extension",[948,1335,1279],{"class":957},[948,1337,1338],{"class":957}," github\u002Fgh-copilot\n",[948,1340,1342,1344,1347,1350],{"class":950,"line":1341},13,[948,1343,1316],{"class":954},[948,1345,1346],{"class":957}," copilot",[948,1348,1349],{"class":957}," suggest",[948,1351,1352],{"class":957}," \"重启 docker 并清理缓存\"\n",[25,1354,1355],{},"IDE 中：登录 GitHub 账号 → 同意订阅 → 直接用。Free 档不需要任何信用卡。",[21,1357,1358],{"id":1358},"国内使用注意事项",[975,1360,1361,1366,1375,1380],{},[69,1362,1363,1365],{},[29,1364,321],{},"：注册 GitHub 即可，国内号 ok，但偶发要海外手机验证",[69,1367,1368,1370,1371,1374],{},[29,1369,313],{},"：插件 push \u002F pull 走 api.github.com 和 copilot-proxy.githubusercontent.com，国内",[29,1372,1373],{},"必须有稳定代理","，否则补全卡顿到不可用",[69,1376,1377,1379],{},[29,1378,329],{},"：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",[69,1381,1382,1385,1386,1390,1391,1395],{},[29,1383,1384],{},"替代路径","：用 ",[555,1387,1389],{"href":1388},"\u002Fcoding\u002Fcli\u002Fcline.html","Cline"," \u002F ",[555,1392,1394],{"href":1393},"\u002Fcoding\u002Fagent\u002Fcontinue.html","Continue"," + 国产模型，国内体验更顺畅",[21,1397,1398],{"id":1398},"与同类怎么选",[86,1400,1401,1425],{},[89,1402,1403],{},[92,1404,1405,1407,1409,1415,1421],{},[95,1406,426],{},[95,1408,102],{},[95,1410,1411],{},[555,1412,1414],{"href":1413},"\u002Fcoding\u002Fide\u002Fcursor.html","Cursor",[95,1416,1417],{},[555,1418,1420],{"href":1419},"\u002Fcoding\u002Fide\u002Fwindsurf.html","Windsurf",[95,1422,1423],{},[555,1424,1389],{"href":1388},[104,1426,1427,1443,1457,1470,1486,1501,1516,1530,1545],{},[92,1428,1429,1432,1435,1438,1440],{},[109,1430,1431],{},"形态",[109,1433,1434],{},"插件（VS Code\u002FJetBrains 等）",[109,1436,1437],{},"AI-first IDE",[109,1439,1437],{},[109,1441,1442],{},"VS Code 扩展",[92,1444,1445,1448,1450,1453,1455],{},[109,1446,1447],{},"多 IDE 覆盖",[109,1449,117],{},[109,1451,1452],{},"★★☆☆☆ 仅自家",[109,1454,1452],{},[109,1456,114],{},[92,1458,1459,1462,1464,1466,1468],{},[109,1460,1461],{},"补全速度",[109,1463,114],{},[109,1465,114],{},[109,1467,117],{},[109,1469,145],{},[92,1471,1472,1475,1478,1481,1484],{},[109,1473,1474],{},"Agent 模式",[109,1476,1477],{},"★★★★☆ Agent Mode",[109,1479,1480],{},"★★★★★ Composer",[109,1482,1483],{},"★★★★★ Cascade",[109,1485,114],{},[92,1487,1488,1491,1494,1497,1499],{},[109,1489,1490],{},"云端后台 Agent",[109,1492,1493],{},"★★★★★ Coding Agent",[109,1495,1496],{},"⚠️ Bug bot",[109,1498,200],{},[109,1500,200],{},[92,1502,1503,1506,1509,1511,1513],{},[109,1504,1505],{},"模型选择",[109,1507,1508],{},"★★★★★ 多家",[109,1510,114],{},[109,1512,114],{},[109,1514,1515],{},"★★★★★ BYOK",[92,1517,1518,1521,1524,1526,1528],{},[109,1519,1520],{},"企业合规",[109,1522,1523],{},"★★★★★ SOC2\u002FISO",[109,1525,114],{},[109,1527,145],{},[109,1529,145],{},[92,1531,1532,1535,1538,1540,1542],{},[109,1533,1534],{},"免费档",[109,1536,1537],{},"★★★★☆ 2000\u002F月",[109,1539,145],{},[109,1541,114],{},[109,1543,1544],{},"完全免费（自带 API）",[92,1546,1547,1549,1552,1554,1556],{},[109,1548,716],{},[109,1550,1551],{},"高",[109,1553,1551],{},[109,1555,1551],{},[109,1557,1558],{},"低",[25,1560,1561,839],{},[29,1562,1563],{},"怎么选",[66,1565,1566,1572,1578,1588],{},[69,1567,1568,1571],{},[29,1569,1570],{},"公司发账号 \u002F 团队"," → GitHub Copilot Business",[69,1573,1574,1577],{},[29,1575,1576],{},"个人海外 + 想要稳定生态"," → Pro $10\u002F月",[69,1579,1580,1583,1584,1390,1586],{},[29,1581,1582],{},"追求 IDE 级 Agent 激进度"," → ",[555,1585,1414],{"href":1413},[555,1587,1420],{"href":1419},[69,1589,1590,1583,1593,1390,1595,1597],{},[29,1591,1592],{},"国内 \u002F 完全自主可控",[555,1594,1389],{"href":1388},[555,1596,1394],{"href":1393}," + 国产模型",[21,1599,1600],{"id":1600},"避坑清单",[66,1602,1603,1609,1615,1621,1631,1641,1647,1653,1659],{},[69,1604,1605,1608],{},[29,1606,1607],{},"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",[69,1610,1611,1614],{},[29,1612,1613],{},"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",[69,1616,1617,1620],{},[29,1618,1619],{},"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",[69,1622,1623,1626,1627,1630],{},[29,1624,1625],{},"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 ",[786,1628,1629],{},".github\u002Fcopilot-instructions.md"," 把规则成文",[69,1632,1633,1640],{},[29,1634,1635,1636,1639],{},"不要把 ",[786,1637,1638],{},"OPENAI_API_KEY"," 暴露","：Copilot 自带模型供给，不需要你的 API key",[69,1642,1643,1646],{},[29,1644,1645],{},"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",[69,1648,1649,1652],{},[29,1650,1651],{},"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",[69,1654,1655,1658],{},[29,1656,1657],{},"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",[69,1660,1661,1664],{},[29,1662,1663],{},"Pro+ \u002F Max 是个人订阅，不能给团队共享","：要团队就上 Business",[21,1666,1668],{"id":1667},"适合-不适合","适合 \u002F 不适合",[25,1670,1671],{},"✅ 适合：",[66,1673,1674,1677,1680,1683,1686],{},[69,1675,1676],{},"已经全员在 GitHub 的团队（开 Business 最省事）",[69,1678,1679],{},"个人海外开发者，重视生态稳定",[69,1681,1682],{},"学生 \u002F 开源维护者（薅免费 Pro）",[69,1684,1685],{},"多 IDE 切换的开发者（VS Code + JetBrains + Neovim）",[69,1687,1688],{},"需要\"issue → PR\"自动化流程",[25,1690,1691],{},"❌ 不适合：",[66,1693,1694,1705,1712,1718],{},[69,1695,1696,1697,1390,1701,1704],{},"国内首选 IDE 体验（去 ",[555,1698,1700],{"href":1699},"\u002Fcoding\u002Fide\u002Ftrae.html","Trae",[555,1702,1703],{"href":1413},"Cursor 国内代付","）",[69,1706,1707,1708,1390,1710,1704],{},"想要最激进的多文件 Agent（去 ",[555,1709,1414],{"href":1413},[555,1711,1420],{"href":1419},[69,1713,1714,1715,1717],{},"私有部署 \u002F 数据不出网（",[555,1716,1394],{"href":1393}," + 自建模型）",[69,1719,1720],{},"反对一切 credit 制",[21,1722,549],{"id":549},[66,1724,1725,1744,1757,1775],{},[69,1726,1727,1728,1390,1730,1390,1732,1390,1734,1390,1738,1390,1740],{},"同类对比：",[555,1729,1414],{"href":1413},[555,1731,1420],{"href":1419},[555,1733,1700],{"href":1699},[555,1735,1737],{"href":1736},"\u002Fcoding\u002Fcli\u002Fclaude-code.html","Claude Code",[555,1739,1389],{"href":1388},[555,1741,1743],{"href":1742},"\u002Fcoding\u002Fcli\u002Fcodex.html","Codex CLI",[69,1745,1746,1747,1390,1751,1390,1753],{},"概念：",[555,1748,1750],{"href":1749},"\u002Fwiki\u002Fai-agent.html","AI Agent",[555,1752,701],{"href":700},[555,1754,1756],{"href":1755},"\u002Fwiki\u002Ffunction-calling.html","Function Calling",[69,1758,1759,1760,1390,1763,1390,1767,1390,1771],{},"模型：",[555,1761,738],{"href":1762},"\u002Fmodels\u002Fgpt-5-6.html",[555,1764,1766],{"href":1765},"\u002Fmodels\u002Fclaude-sonnet-5.html","Claude Sonnet 5",[555,1768,1770],{"href":1769},"\u002Fmodels\u002Fkimi-k3.html","Kimi K3",[555,1772,1774],{"href":1773},"\u002Fmodels\u002Fgemini-3-pro.html","Gemini 3 Pro",[69,1776,1777,1778,1390,1782],{},"进阶：",[555,1779,1781],{"href":1780},"\u002Fwiki\u002Fvibe-coding.html","Vibe Coding",[555,1783,1785],{"href":1784},"\u002Fwiki\u002Fprompt-engineering.html","Prompt Engineering",[21,1787,1788],{"id":1788},"来源",[66,1790,1791,1798,1804,1811,1814],{},[69,1792,1793,1794],{},"官网：",[555,1795,1796],{"href":1796,"rel":1797},"https:\u002F\u002Fgithub.com\u002Ffeatures\u002Fcopilot",[815],[69,1799,1800,1801],{},"定价：",[555,1802,1112],{"href":1112,"rel":1803},[815],[69,1805,1806,1807],{},"企业文档：",[555,1808,1809],{"href":1809,"rel":1810},"https:\u002F\u002Fdocs.github.com\u002Fen\u002Fenterprise-cloud@latest\u002Fcopilot\u002Fget-started\u002Fplans",[815],[69,1812,1813],{},"公告：github.blog",[69,1815,1816],{},"第三方评测：augmentcode.com \u002F tossitt.com \u002F 4geeks.com",[25,1818,1819,1820,1824],{},"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 ",[555,1821,1823],{"href":1822},"mailto:hello@aiho.net","反馈邮箱"," 反馈。",[1826,1827,1828],"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":578,"searchDepth":579,"depth":579,"links":1830},[1831,1832,1840,1841,1842,1843,1844,1845,1846,1847],{"id":683,"depth":582,"text":684},{"id":748,"depth":582,"text":748,"children":1833},[1834,1835,1836,1837,1838,1839],{"id":751,"depth":579,"text":752},{"id":807,"depth":579,"text":808},{"id":847,"depth":579,"text":848},{"id":880,"depth":579,"text":881},{"id":966,"depth":579,"text":967},{"id":998,"depth":579,"text":999},{"id":1107,"depth":582,"text":1107},{"id":1232,"depth":582,"text":1233},{"id":1358,"depth":582,"text":1358},{"id":1398,"depth":582,"text":1398},{"id":1600,"depth":582,"text":1600},{"id":1667,"depth":582,"text":1668},{"id":549,"depth":582,"text":549},{"id":1788,"depth":582,"text":1788},"\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。",[1851,604],"zh",{},[1854,1855,1856,1857,1858],"claude-sonnet-5","gpt-5.6","kimi-k2.7-code","gemini-3-pro","haiku-4.5",[1860,1861,1862],"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",[620,621,622],[1866,1870,1874,1877,1879,1883],{"plan":1136,"price":625,"limit":1867,"cn_pay":1868,"note":1869},"2,000 completions\u002F月 + Haiku\u002FGPT-5 mini + Copilot CLI","—","学生免费升级 Pro",{"plan":1149,"price":1152,"limit":1871,"cn_pay":1872,"note":1873},"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":1160,"price":1163,"limit":1875,"cn_pay":632,"note":1876},"Pro + Opus 等 premium 模型 + 4x credits ($70)","重度用户",{"plan":1171,"price":1174,"limit":1177,"cn_pay":632,"note":1878},"高并发 agent",{"plan":1182,"price":1185,"limit":1880,"cn_pay":1881,"note":1882},"组织管理 + 策略控制 + 代码库索引","✅ 企业发票","团队首选",{"plan":1193,"price":1196,"limit":1884,"cn_pay":211,"note":1885},"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":637,"ux":638,"price":637,"cn_support":579,"stability":638},{"title":102,"description":1849},"GitHub Copilot 评测 2026：微软 AI 编程助手，VS Code 集成，Copilot Chat 功能",[1892,1894,1896,1898,1900,1903,1906,1909,1912,1915],{"title":1893,"url":1796},"GitHub Copilot 官方",{"title":1895,"url":1112},"Copilot Plans & Pricing",{"title":1897,"url":1809},"Copilot Enterprise Docs",{"title":1899,"url":813},"Agent Mode GA Blog",{"title":1901,"url":1902},"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":1904,"url":1905},"Copilot vs Intent 2026 评测","https:\u002F\u002Fwww.augmentcode.com\u002Ftools\u002Fintent-vs-github-copilot",{"title":1907,"url":1908},"Copilot 2026 完整指南","https:\u002F\u002Ftossitt.com\u002Fgithub-copilot-guide-2026",{"title":1910,"url":1911},"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":1913,"url":1914},"Agent Finder for GitHub Copilot","https:\u002F\u002Fgithub.blog\u002Fchangelog\u002F2026-06-17-agent-finder-for-github-copilot-now-available\u002F",{"title":1916,"url":1917},"AI Credits 计费模型（github.blog changelog）","https:\u002F\u002Fgithub.blog\u002Fchangelog\u002F","tools\u002Fcoding\u002Fcopilot\u002Fgithub-copilot",[1920,1921,1922,1923,1924],"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",[596,1927,1928,1929,1930,1931],"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":1936,"title":1937,"alternatives":1938,"api_compatible":1942,"body":1944,"category":596,"chinese_friendly":638,"cover":2390,"description":2391,"domestic":602,"extension":600,"faq":2392,"free":602,"github":601,"languages":2405,"lastVerified":607,"meta":2406,"models":601,"navigation":602,"notSuitable":601,"opensource":599,"path":2407,"pillar":617,"platforms":2408,"priceTable":2409,"pricing":2427,"published":1887,"relatedPlaybooks":2428,"relatedReviews":2431,"score":2434,"self_host":599,"seo":2435,"seoTitle":2436,"slug":13,"sources":2437,"stem":2445,"suitable":601,"tagline":2446,"tags":2447,"updated":2440,"verdict":2456,"website":2457,"__hash__":2458},"tools\u002Ftools\u002Fcoding\u002Fcopilot\u002Fmarscode.md","豆包 MarsCode \u002F TRAE",[1939,1940,1941,12],"coding\u002Fide\u002Ftrae","coding\u002Fcopilot\u002Ftongyi-lingma","coding\u002Fcopilot\u002Fcodegeex",[1943],"字节豆包",{"type":18,"value":1945,"toc":2378},[1946,1948,1955,1975,1982,1991,1994,1996,2045,2049,2052,2065,2070,2074,2079,2099,2104,2121,2124,2147,2150,2266,2269,2301,2303,2326,2328,2353,2355],[21,1947,684],{"id":683},[25,1949,1950,1951,1954],{},"豆包 MarsCode 是字节跳动 2024 年推出的 AI 编程助手，2025 年品牌升级为 ",[29,1952,1953],{},"TRAE","（The Real AI Engineer）。产品现在三件套：",[66,1956,1957,1963,1969],{},[69,1958,1959,1962],{},[29,1960,1961],{},"TRAE 桌面端","：AI 原生 IDE，主打 Builder \u002F SOLO \u002F Chat 多模式",[69,1964,1965,1968],{},[29,1966,1967],{},"TRAE 插件（原 MarsCode 编程助手）","：VS Code \u002F JetBrains 插件形态",[69,1970,1971,1974],{},[29,1972,1973],{},"MarsCode Cloud IDE","：浏览器云开发环境",[25,1976,1977,1978,1981],{},"底层走豆包大模型 + 字节方舟多模型路由。",[29,1979,1980],{},"核心免费 + 中文体验顶级 + Builder \u002F SOLO 自主模式","，是国内最低门槛的 AI 编程入口之一。",[741,1983,1984],{},[25,1985,1986,1987,1990],{},"⚠️ 重要：TRAE IDE 桌面端的完整评测见 ",[555,1988,1989],{"href":1989},"\u002Ftools\u002Fcoding\u002Fide\u002Ftrae","。本文聚焦 MarsCode \u002F TRAE 插件 + Cloud IDE 形态。",[25,1992,1993],{},"适合：国内开发者零成本上手、想做小程序 \u002F 字节生态业务、需要 Cloud IDE 远程开发、追求中文体验顶级的用户。不适合：海外纯英文团队、对官方持续承诺免费有刚性预期的团队。",[21,1995,52],{"id":52},[66,1997,1998,2004,2010,2016,2022,2028,2034,2040],{},[69,1999,2000,2003],{},[29,2001,2002],{},"TRAE 插件","：补全 \u002F Code Generation \u002F 代码解释 \u002F Bug Fix \u002F 多模型切换 \u002F Builder Mode",[69,2005,2006,2009],{},[29,2007,2008],{},"SOLO 模式（桌面端）","：AI 全流程自主开发，编辑器 + 终端 + 浏览器一体",[69,2011,2012,2015],{},[29,2013,2014],{},"Builder 模式","：自然语言一句话生成项目框架（含 Dockerfile）",[69,2017,2018,2021],{},[29,2019,2020],{},"Chat 模式","：跨文件代码调试与优化，全链路问题定位",[69,2023,2024,2027],{},[29,2025,2026],{},"多模态引擎","：Figma → 响应式 CSS、移动端布局适配",[69,2029,2030,2033],{},[29,2031,2032],{},"Cloud IDE","：浏览器云端环境、Git 仓库导入、模板项目、实时预览",[69,2035,2036,2039],{},[29,2037,2038],{},"50+ 语言、100+ 框架","：含微信 \u002F 支付宝 \u002F 抖音小程序、Taro \u002F uni-app",[69,2041,2042,2044],{},[29,2043,386],{},"：团队协作 \u002F 权限管理 \u002F 工作区、咨询定制",[21,2046,2048],{"id":2047},"价格2026-06","价格（2026-06）",[25,2050,2051],{},"基础三件套全免费。重度场景：",[66,2053,2054,2060],{},[69,2055,2056,2059],{},[29,2057,2058],{},"方舟 Coding Plan","：字节方舟平台订阅，含高级模型 \u002F 高额度（咨询）",[69,2061,2062,2064],{},[29,2063,386],{},"：团队协作 \u002F 权限 \u002F 定制 AI 方案，400-034-7888",[741,2066,2067],{},[25,2068,2069],{},"与 GitHub Copilot $10\u002F月 相比，TRAE 插件 + 桌面端基础功能完全免费且字节算力支撑。",[21,2071,2073],{"id":2072},"实测小程序-nextjs-项目","实测（小程序 + Next.js 项目）",[25,2075,2076],{},[29,2077,2078],{},"亮点：",[66,2080,2081,2084,2087,2090,2093,2096],{},[69,2082,2083],{},"国产框架适配优秀：Taro 生命周期、Ant Design Pro 语法准确，写小程序代码不用查文档",[69,2085,2086],{},"Builder 模式生成 Next.js 商品页面 8 分钟内可跑",[69,2088,2089],{},"SOLO 模式给『部署购物车』指令，AI 自动跑 PRD → 代码 → 测试，整段流程闭环",[69,2091,2092],{},"中文需求识别接近 100%，海外工具常见的语义偏差几乎没有",[69,2094,2095],{},"Cloud IDE 响应 \u003C 1.5 秒，远程开发体验顺滑",[69,2097,2098],{},"数据：声称代码生成准确率 98%、不用于模型训练",[25,2100,2101],{},[29,2102,2103],{},"踩坑：",[66,2105,2106,2109,2112,2115,2118],{},[69,2107,2108],{},"SOLO 模式偶尔卡在『构思 → 执行』过渡，需手动 retry",[69,2110,2111],{},"桌面端和插件功能差异：Builder 在桌面端更顺",[69,2113,2114],{},"客户端首次启动加载较慢",[69,2116,2117],{},"海外节点访问国内代码仓不稳",[69,2119,2120],{},"文档对老牌 IDE（如 Vim）支持稀薄",[21,2122,2123],{"id":2123},"上手",[975,2125,2126,2132,2135,2138,2141,2144],{},[69,2127,2128,2129],{},"trae.cn 下载桌面端（Win \u002F macOS \u002F Linux）—— ",[29,2130,2131],{},"桌面端是当下产品主力",[69,2133,2134],{},"或 VS Code \u002F JetBrains 装 \"TRAE\" 插件（原 MarsCode 编程助手）",[69,2136,2137],{},"字节账号登录",[69,2139,2140],{},"Builder 模式：写一句『生成 Next.js 后台模板』 → 生成完整项目",[69,2142,2143],{},"SOLO 模式：写需求 → AI 全自动跑",[69,2145,2146],{},"Cloud IDE：访问 marscode.com 用浏览器云端开发",[21,2148,2149],{"id":2149},"对比",[86,2151,2152,2170],{},[89,2153,2154],{},[92,2155,2156,2158,2161,2164,2167],{},[95,2157,426],{},[95,2159,2160],{},"TRAE \u002F MarsCode",[95,2162,2163],{},"通义灵码",[95,2165,2166],{},"Comate",[95,2168,2169],{},"CodeBuddy",[104,2171,2172,2188,2205,2221,2235,2251],{},[92,2173,2174,2177,2179,2182,2185],{},[109,2175,2176],{},"个人价格",[109,2178,375],{},[109,2180,2181],{},"免费起",[109,2183,2184],{},"免费 \u002F 59",[109,2186,2187],{},"免费 \u002F 58",[92,2189,2190,2193,2196,2199,2202],{},[109,2191,2192],{},"主力模型",[109,2194,2195],{},"豆包大模型",[109,2197,2198],{},"Qwen3-Coder",[109,2200,2201],{},"文心",[109,2203,2204],{},"混元 + DeepSeek V3",[92,2206,2207,2210,2213,2215,2218],{},[109,2208,2209],{},"自主 Agent",[109,2211,2212],{},"✅ Builder + SOLO",[109,2214,211],{},[109,2216,2217],{},"✅ Zulu",[109,2219,2220],{},"✅ Craft",[92,2222,2223,2225,2228,2231,2233],{},[109,2224,2032],{},[109,2226,2227],{},"✅ 原 MarsCode",[109,2229,2230],{},"弱",[109,2232,2230],{},[109,2234,2230],{},[92,2236,2237,2240,2243,2246,2248],{},[109,2238,2239],{},"小程序支持",[109,2241,2242],{},"✅ 多平台",[109,2244,2245],{},"部分",[109,2247,2230],{},[109,2249,2250],{},"微信优先",[92,2252,2253,2256,2258,2260,2263],{},[109,2254,2255],{},"设计稿转代码",[109,2257,211],{},[109,2259,2245],{},[109,2261,2262],{},"✅ 92%",[109,2264,2265],{},"✅ 95%",[21,2267,2268],{"id":2268},"避坑",[66,2270,2271,2277,2283,2289,2295],{},[69,2272,2273,2276],{},[29,2274,2275],{},"桌面端 vs 插件先选对","：插件适合不换 IDE 的用户；桌面端 Builder \u002F SOLO 体验完整但要切换 IDE",[69,2278,2279,2282],{},[29,2280,2281],{},"SOLO 任务先小再大","：复杂目标拆 2–3 段 SOLO 串行跑，比一次性大任务成功率高",[69,2284,2285,2288],{},[29,2286,2287],{},"免费策略别永久押注","：字节方舟 Coding Plan 已分档收费，长期重度 dev 建议关注订阅",[69,2290,2291,2294],{},[29,2292,2293],{},"Cloud IDE 注意私密代码","：仍是云端环境，敏感项目走桌面 + 本地",[69,2296,2297,2300],{},[29,2298,2299],{},"Mac M1 \u002F M2 用户","：桌面端原生 Apple Silicon 支持已稳定",[21,2302,1668],{"id":1667},[66,2304,2305,2308,2311,2314,2317,2320,2323],{},[69,2306,2307],{},"✅ 国内开发者零成本上手",[69,2309,2310],{},"✅ 字节生态业务 \u002F 小程序团队",[69,2312,2313],{},"✅ 想试 SOLO 全自主开发",[69,2315,2316],{},"✅ 需要 Cloud IDE 远程开发",[69,2318,2319],{},"❌ 海外纯英文 \u002F 完全无字节业务",[69,2321,2322],{},"❌ 对官方长期免费有刚性预期",[69,2324,2325],{},"❌ 重度依赖 VS Code 闭源插件",[21,2327,549],{"id":549},[66,2329,2330,2335,2341,2347],{},[69,2331,2332],{},[555,2333,2334],{"href":1989},"TRAE IDE 桌面端评测",[69,2336,2337],{},[555,2338,2340],{"href":2339},"\u002Ftools\u002Fcoding\u002Fcopilot\u002Ftongyi-lingma","通义灵码 评测",[69,2342,2343],{},[555,2344,2346],{"href":2345},"\u002Ftools\u002Fcoding\u002Fcopilot\u002Fcomate","Comate 评测",[69,2348,2349],{},[555,2350,2352],{"href":2351},"\u002Fplaybook\u002Fonboarding\u002Fclaude-code-getting-started","Claude Code 上手 Playbook",[21,2354,1788],{"id":1788},[975,2356,2357,2364,2371],{},[69,2358,2359,2360],{},"TRAE 官方插件页（含 Builder 模式细节）",[555,2361,2362],{"href":2362,"rel":2363},"https:\u002F\u002Fwww.trae.cn\u002Fplugin",[815],[69,2365,2366,2367],{},"MarsCode 官网（Cloud IDE 形态仍在）",[555,2368,2369],{"href":2369,"rel":2370},"https:\u002F\u002Fwww.marscode.com\u002Fhome",[815],[69,2372,2373,2374],{},"AIGC 工具导航 — 豆包 MarsCode 详细介绍 ",[555,2375,2376],{"href":2376,"rel":2377},"https:\u002F\u002Fwww.aigc.cn\u002Fmarscode",[815],{"title":578,"searchDepth":579,"depth":579,"links":2379},[2380,2381,2382,2383,2384,2385,2386,2387,2388,2389],{"id":683,"depth":582,"text":684},{"id":52,"depth":582,"text":52},{"id":2047,"depth":582,"text":2048},{"id":2072,"depth":582,"text":2073},{"id":2123,"depth":582,"text":2123},{"id":2149,"depth":582,"text":2149},{"id":2268,"depth":582,"text":2268},{"id":1667,"depth":582,"text":1668},{"id":549,"depth":582,"text":549},{"id":1788,"depth":582,"text":1788},"\u002Fimg\u002Ftools\u002Fmarscode.webp","MarsCode \u002F TRAE 2026 真实评测：字节豆包 AI 编程助手，从原 MarsCode 插件、Cloud IDE 升级到 TRAE 桌面 IDE。本文整理 Builder、SOLO、Figma 转代码、免费策略、方舟 Coding Plan，以及和 Cursor、通义灵码、CodeGeeX 的选择建议。",[2393,2396,2399,2402],{"q":2394,"a":2395},"MarsCode 和 TRAE 是同一个产品吗？","同一个团队、同一个豆包大模型底座。2025 改名 TRAE 后，产品形态从『云 IDE + 插件』演变成『独立桌面 IDE（TRAE）+ TRAE 插件（原 MarsCode 编程助手）+ MarsCode Cloud IDE』三件套。账号互通。",{"q":2397,"a":2398},"SOLO 模式具体能干嘛？","2025-07 开放：AI 化身工程师，自动调度编辑器 \u002F 终端 \u002F 浏览器。一句『部署购物车系统』 → 自动出 PRD、写代码、跑测试、给部署链接。支持语音指令和图像输入。",{"q":2400,"a":2401},"Builder 模式和 SOLO 模式区别？","Builder = 项目脚手架生成（『生成带支付的电商 demo』 → 完整项目结构 + 接口示例 + Dockerfile）；SOLO = 全流程自主交付（从 PRD 到部署）。Builder 偏前期，SOLO 偏闭环。",{"q":2403,"a":2404},"完全免费的策略能持续多久？","字节官方目前未给免费时限。方舟 Coding Plan 已开始出现订阅档（重度模型 \u002F 高额度），趋势是基础免费 + 高阶订阅。长期建议做好『免费版可能限频』预案。",[1851,604],{},"\u002Ftools\u002Fcoding\u002Fcopilot\u002Fmarscode",[1927,1928,620,621,622],[2410,2413,2416,2419,2423],{"plan":1961,"price":375,"features":2411,"notes":2412},"Builder \u002F SOLO \u002F 多模型切换 \u002F Chat \u002F 补全","Windows \u002F macOS \u002F Linux",{"plan":2414,"price":375,"features":2415,"notes":479},"TRAE 插件（原 MarsCode）","补全 \u002F 注释 \u002F 单测 \u002F Code Review \u002F 智能问答",{"plan":1973,"price":375,"features":2417,"notes":2418},"浏览器云端开发环境 \u002F Git 仓库 \u002F 模板","原 MarsCode 主打",{"plan":2058,"price":2420,"features":2421,"notes":2422},"订阅制（咨询）","高级模型 \u002F 高额度 \u002F 企业能力","字节方舟平台",{"plan":386,"price":2424,"features":2425,"notes":2426},"咨询","团队协作 \u002F 权限 \u002F 定制 AI 方案","400-034-7888","免费起步 \u002F 方舟 Coding Plan 订阅 \u002F 企业咨询定制",[2429,2430],"onboarding\u002Fclaude-code-getting-started","onboarding\u002Frag-pipeline-build",[2432,2433],"copilot-four-comparison","trae-deep-review",{"power":637,"ux":638,"price":638,"cn_support":638,"stability":637},{"title":1937,"description":2391},"MarsCode \u002F TRAE 评测 2026：字节豆包 AI 编程助手怎么选",[2438,2441,2443],{"name":2439,"url":2362,"accessed":2440},"TRAE 官方插件页","2026-06-24",{"name":2442,"url":2369,"accessed":2440},"MarsCode 官网（仍可访问）",{"name":2444,"url":2376,"accessed":2440},"AIGC 工具导航 — 豆包 MarsCode 介绍","tools\u002Fcoding\u002Fcopilot\u002Fmarscode","字节跳动豆包 AI 编程助手：TRAE IDE + 插件 + Cloud IDE 三件套",[596,2448,2449,2450,2451,2452,2453,2454,2455],"china","bytedance","doubao","trae","free","builder","solo","marscode","字节系免费 AI 编程主力。SOLO \u002F Builder 两个自主模式 + 字节研发资源 + 长期免费策略让国内开发者门槛极低。MarsCode 原 Cloud IDE 仍在但产品重心已迁到 TRAE 桌面端。","https:\u002F\u002Fwww.trae.cn","O9bpU_XZOyoaI2NGuNuAc3vPzk5hyL_0EVzDl-r5zvI",{"id":2460,"title":2169,"alternatives":2461,"api_compatible":601,"body":2463,"category":596,"chinese_friendly":638,"cover":2913,"description":2914,"domestic":602,"extension":600,"faq":2915,"free":602,"github":601,"languages":2928,"lastVerified":607,"meta":2929,"models":601,"navigation":602,"notSuitable":601,"opensource":599,"path":2930,"pillar":617,"platforms":2931,"priceTable":2935,"pricing":2954,"published":1887,"relatedPlaybooks":2955,"relatedReviews":2958,"score":2960,"self_host":602,"seo":2961,"seoTitle":2962,"slug":14,"sources":2963,"stem":2970,"suitable":601,"tagline":2971,"tags":2972,"updated":2440,"verdict":2979,"website":2980,"__hash__":2981},"tools\u002Ftools\u002Fcoding\u002Fcopilot\u002Fcodebuddy.md",[2462,1940,1941,12],"coding\u002Fcopilot\u002Fcomate",{"type":18,"value":2464,"toc":2901},[2465,2467,2470,2473,2475,2530,2534,2608,2614,2619,2623,2627,2644,2648,2665,2667,2687,2689,2793,2795,2827,2829,2852,2854,2876,2878],[21,2466,684],{"id":683},[25,2468,2469],{},"CodeBuddy 是腾讯云 2026 主推的 AI 代码编辑器，混元 + DeepSeek V3 双模型路由。新计费体系 2026-05-15 启用：个人专业版 58 元\u002F月（2,000 credits）\u002F SaaS 企业版 198 元\u002F席\u002F月。核心差异点：Craft 自主 Agent、128K 上下文多文件项目支持、设计稿（Figma）→ 代码 95%+ 还原率、国内首家支持 MCP 协议、深度适配微信小程序 + 腾讯云生态。",[25,2471,2472],{},"适合：腾讯生态业务团队、微信小程序 \u002F 公众号开发者、需要私有化部署的国内企业、追求中文 + 海外模型可切换的国内 dev。不适合：海外纯 Cursor \u002F Copilot 用户、对腾讯云依赖度极低的开发者。",[21,2474,52],{"id":52},[66,2476,2477,2483,2489,2495,2500,2506,2512,2518,2524],{},[69,2478,2479,2482],{},[29,2480,2481],{},"Craft Mode","：自主 Agent，自然语言 → 多文件项目 + 单测 + 优化",[69,2484,2485,2488],{},[29,2486,2487],{},"智能补全","：基于上下文实时建议，200+ 语言",[69,2490,2491,2494],{},[29,2492,2493],{},"错误诊断 + Code Review","：自动检测语法 \u002F 逻辑错误并给修复方案",[69,2496,2497,2499],{},[29,2498,2255],{},"：Figma 直转响应式 CSS，95%+ 还原率",[69,2501,2502,2505],{},[29,2503,2504],{},"128K 上下文","：跨文件项目支持，自动选关联代码",[69,2507,2508,2511],{},[29,2509,2510],{},"MCP 协议","：国内首家 Copilot 接 Model Context Protocol",[69,2513,2514,2517],{},[29,2515,2516],{},"WeChat 生态","：小程序 \u002F 公众号 \u002F 腾讯云 SDK 深度优化",[69,2519,2520,2523],{},[29,2521,2522],{},"IDE 覆盖","：VS Code \u002F PyCharm \u002F IntelliJ \u002F Xcode \u002F WebStorm \u002F GoLand",[69,2525,2526,2529],{},[29,2527,2528],{},"混元 + DeepSeek V3 路由","：按任务复杂度自动选模型",[21,2531,2533],{"id":2532},"价格2026-05-15-后新计费","价格（2026-05-15 后新计费）",[86,2535,2536,2551],{},[89,2537,2538],{},[92,2539,2540,2542,2545,2548],{},[95,2541,357],{},[95,2543,2544],{},"月付",[95,2546,2547],{},"年付",[95,2549,2550],{},"含 credits",[104,2552,2553,2567,2581,2595],{},[92,2554,2555,2558,2561,2564],{},[109,2556,2557],{},"个人体验版",[109,2559,2560],{},"免费（限频）",[109,2562,2563],{},"–",[109,2565,2566],{},"500\u002F月",[92,2568,2569,2572,2575,2578],{},[109,2570,2571],{},"个人专业版",[109,2573,2574],{},"58 元\u002F月",[109,2576,2577],{},"696 元\u002F年",[109,2579,2580],{},"2,000\u002F月（500 体验 + 1,500 专业）",[92,2582,2583,2586,2589,2592],{},[109,2584,2585],{},"SaaS 企业版（旗舰）",[109,2587,2588],{},"198 元\u002F席\u002F月",[109,2590,2591],{},"2,376 元\u002F席\u002F年",[109,2593,2594],{},"2,000\u002F席 团队池化",[92,2596,2597,2600,2603,2606],{},[109,2598,2599],{},"专有云企业版（专享）",[109,2601,2602],{},"316 元\u002F席\u002F月（100 席起）",[109,2604,2605],{},"3,792 元\u002F席\u002F年",[109,2607,2594],{},[25,2609,2610,2613],{},[29,2611,2612],{},"加量包","：个人 1,000 credits = 38 元（1 月）；企业 2,000–200,000 credits 半年期。",[741,2615,2616],{},[25,2617,2618],{},"2026-05-15 至 2026-08-14 购旗舰版送首月 2,000 额外 credits\u002Flicense。",[21,2620,2622],{"id":2621},"实测小程序-spring-boot-项目","实测（小程序 + Spring Boot 项目）",[25,2624,2625],{},[29,2626,2078],{},[66,2628,2629,2632,2635,2638,2641],{},[69,2630,2631],{},"微信小程序场景：写\"加一个用户积分 + 签到功能\"，Craft 5 分钟出完整页面 + 后端接口 + WX SDK 调用",[69,2633,2634],{},"设计稿转代码确实接近 95%——拉一个 Figma 链接，输出的 Tailwind\u002FCSS 几乎不用改 padding\u002Fmargin",[69,2636,2637],{},"中文 prompt 识别准确、注释生成质量高于 Copilot",[69,2639,2640],{},"私有化 + WorkBuddy 移动端组合，对腾讯云客户友好",[69,2642,2643],{},"MCP 接入：腾讯系 + 海外 MCP 服务器都能跑",[25,2645,2646],{},[29,2647,2103],{},[66,2649,2650,2653,2656,2659,2662],{},[69,2651,2652],{},"老用户 2026-05 涨价后部分人转 Cursor \u002F Copilot；冷启动新人不痛",[69,2654,2655],{},"credits 团队池化要管控：1 人重度任务会蚕食全队额度",[69,2657,2658],{},"设计稿转代码对超复杂动效仍要手调",[69,2660,2661],{},"海外用户访问偶发 CDN 抖动",[69,2663,2664],{},"Mac Xcode 插件功能完整度弱于 VS Code",[21,2666,2123],{"id":2123},[975,2668,2669,2672,2675,2678,2681,2684],{},[69,2670,2671],{},"codebuddy.ai 注册（微信 \u002F QQ \u002F 邮箱），赠 500 credits 体验",[69,2673,2674],{},"VS Code \u002F JetBrains 装 \"CodeBuddy\" 插件",[69,2676,2677],{},"设置选模型（混元 \u002F DeepSeek V3 \u002F 路由）",[69,2679,2680],{},"重度场景：开 Craft 模式，描述要做什么",[69,2682,2683],{},"设计稿：粘 Figma 链接 → Generate",[69,2685,2686],{},"重度：升级专业版 58 元\u002F月 或 加量包 38 元 1,000 credits",[21,2688,2149],{"id":2149},[86,2690,2691,2706],{},[89,2692,2693],{},[92,2694,2695,2697,2699,2701,2703],{},[95,2696,426],{},[95,2698,2169],{},[95,2700,2166],{},[95,2702,2163],{},[95,2704,2705],{},"CodeGeeX",[104,2707,2708,2722,2738,2750,2764,2776],{},[92,2709,2710,2712,2714,2717,2719],{},[109,2711,2192],{},[109,2713,2204],{},[109,2715,2716],{},"文心大模型",[109,2718,2198],{},[109,2720,2721],{},"GLM-5.1",[92,2723,2724,2727,2730,2733,2735],{},[109,2725,2726],{},"个人月费",[109,2728,2729],{},"58 元",[109,2731,2732],{},"59 元",[109,2734,2181],{},[109,2736,2737],{},"免费 \u002F 49",[92,2739,2740,2742,2744,2746,2748],{},[109,2741,2209],{},[109,2743,2220],{},[109,2745,2217],{},[109,2747,211],{},[109,2749,2230],{},[92,2751,2752,2755,2758,2760,2762],{},[109,2753,2754],{},"MCP 支持",[109,2756,2757],{},"✅ 国内首家",[109,2759,211],{},[109,2761,211],{},[109,2763,211],{},[92,2765,2766,2768,2770,2772,2774],{},[109,2767,2255],{},[109,2769,2265],{},[109,2771,2262],{},[109,2773,2245],{},[109,2775,2230],{},[92,2777,2778,2781,2784,2787,2790],{},[109,2779,2780],{},"生态深耕",[109,2782,2783],{},"腾讯 \u002F 微信小程序",[109,2785,2786],{},"百度 \u002F 企业",[109,2788,2789],{},"阿里云",[109,2791,2792],{},"智谱开源",[21,2794,2268],{"id":2268},[66,2796,2797,2803,2809,2815,2821],{},[69,2798,2799,2802],{},[29,2800,2801],{},"涨价后比性价比","：和 Comate 59 元 \u002F GLM Coding Plan 49 元几乎贴脸，对比时拿 credits 实际跑量比较",[69,2804,2805,2808],{},[29,2806,2807],{},"团队池化设 cap","：旗舰版 2,000\u002F席团队池化，重度 dev 跑 Craft 一天 600+ credits 常见，建议人均 cap",[69,2810,2811,2814],{},[29,2812,2813],{},"Xcode 插件功能差异","：iOS 团队优先用 VS Code + Xcode 双开",[69,2816,2817,2820],{},[29,2818,2819],{},"Figma 转代码 review 关键","：动效 \u002F 自定义组件仍需人工调",[69,2822,2823,2826],{},[29,2824,2825],{},"2026-05 计费迁移","：老用户分阶段切换，注意核对积分余额结转",[21,2828,1668],{"id":1667},[66,2830,2831,2834,2837,2840,2843,2846,2849],{},[69,2832,2833],{},"✅ 腾讯系业务 \u002F 微信小程序 \u002F 公众号开发",[69,2835,2836],{},"✅ 国内企业需要私有化部署",[69,2838,2839],{},"✅ 设计稿转代码刚需团队",[69,2841,2842],{},"✅ 想用混元 \u002F DeepSeek V3 国产模型",[69,2844,2845],{},"❌ 海外纯 Cursor \u002F Copilot 重度用户",[69,2847,2848],{},"❌ Mac Xcode 重度且不愿双 IDE",[69,2850,2851],{},"❌ 对腾讯生态依赖极低、有现成 Comate \u002F 通义订阅",[21,2853,549],{"id":549},[66,2855,2856,2860,2864,2870],{},[69,2857,2858],{},[555,2859,2346],{"href":2345},[69,2861,2862],{},[555,2863,2340],{"href":2339},[69,2865,2866],{},[555,2867,2869],{"href":2868},"\u002Ftools\u002Fcoding\u002Fcopilot\u002Fcodegeex","CodeGeeX 评测",[69,2871,2872],{},[555,2873,2875],{"href":2874},"\u002Fplaybook\u002Frefactor\u002Flarge-refactor-with-ai-agent","AI 大型重构 Playbook",[21,2877,1788],{"id":1788},[975,2879,2880,2887,2894],{},[69,2881,2882,2883],{},"CodeBuddy 官方定价（中国版，2026-05-14）",[555,2884,2885],{"href":2885,"rel":2886},"https:\u002F\u002Fwww.codebuddy.cn\u002Fdocs\u002Fide\u002FAccount\u002Fpricing",[815],[69,2888,2889,2890],{},"CodeBuddy 官方定价（国际版，2026-05-09）",[555,2891,2892],{"href":2892,"rel":2893},"https:\u002F\u002Fwww.codebuddy.ai\u002Fdocs\u002Fzh\u002Fide\u002FAccount\u002Fpricing",[815],[69,2895,2896,2897],{},"StackViv — CodeBuddy 评测 2026 ",[555,2898,2899],{"href":2899,"rel":2900},"https:\u002F\u002Fstackviv.ai\u002Fai-tools\u002Fcodebuddy",[815],{"title":578,"searchDepth":579,"depth":579,"links":2902},[2903,2904,2905,2906,2907,2908,2909,2910,2911,2912],{"id":683,"depth":582,"text":684},{"id":52,"depth":582,"text":52},{"id":2532,"depth":582,"text":2533},{"id":2621,"depth":582,"text":2622},{"id":2123,"depth":582,"text":2123},{"id":2149,"depth":582,"text":2149},{"id":2268,"depth":582,"text":2268},{"id":1667,"depth":582,"text":1668},{"id":549,"depth":582,"text":549},{"id":1788,"depth":582,"text":1788},"\u002Fimg\u002Ftools\u002Fcodebuddy.webp","CodeBuddy 真实评测：腾讯混元 + DeepSeek V3 驱动，2026-05-15 切到新计费：个人专业版 58 元\u002F月（含 2,000 credits）\u002F SaaS 企业版 198 元\u002F席\u002F月，与 WorkBuddy 账号 \u002F 积分共享。Craft 模式自主跑多文件项目 + 128K 上下文 + 设计稿转代码。",[2916,2919,2922,2925],{"q":2917,"a":2918},"2026-05 那次涨价是什么情况？","2026-05-15 起新计费：体验版限频、个人专业版从原低价 49 元上调至 58 元\u002F月（赠 2,000 credits）；企业版 198 元\u002F席\u002F月新增团队池化 + 管理控制台。已有老用户分阶段切换，新用户 2026-05-15 后直接按新价。",{"q":2920,"a":2921},"CodeBuddy 和 WorkBuddy 什么关系？","同账号、积分共享。CodeBuddy = IDE \u002F 插件 \u002F CLI 形态、面向编码；WorkBuddy = 通用 AI 工作台（含小程序版 \u002F 移动端）。订阅一份套餐两端通用。",{"q":2923,"a":2924},"Craft 模式好用吗？","腾讯版的 Cursor Composer：填一段自然语言，自动出多文件项目 + 单测 + 优化建议。在熟悉的微信小程序 \u002F 腾讯云 SDK 场景下完成度高；通用 Web 场景仍略逊 Cursor。",{"q":2926,"a":2927},"200+ 语言是真的吗？","对常用 30 种语言（Python\u002FJS\u002FTS\u002FJava\u002FGo\u002FKotlin\u002FSwift 等）完整覆盖；剩余冷门语言更多是补全级别支持，深度功能较弱。",[1851,604],{},"\u002Ftools\u002Fcoding\u002Fcopilot\u002Fcodebuddy",[1927,1928,2932,2933,2934],"intellij","pycharm","xcode",[2936,2939,2943,2946,2949],{"plan":2557,"price":375,"credits":2937,"notes":2938},"500\u002F月（限频）","对话频率受限",{"plan":2571,"price":2940,"credits":2941,"notes":2942},"58 元\u002F月（年 696）","2,000\u002F月","对话不限频；CodeBuddy + WorkBuddy 共享积分",{"plan":2585,"price":2588,"credits":2944,"notes":2945},"2,000\u002F席 团队池","1 席起购、统一计费",{"plan":2599,"price":2947,"credits":2944,"notes":2948},"316 元\u002F席\u002F月","100 席起、私有部署",{"plan":2950,"price":2951,"credits":2952,"notes":2953},"加量包 1k","38 元（1 个月）","1,000","个人专业版可单买","免费体验版 \u002F 个人专业版 58 元·月 \u002F SaaS 企业版 198 元·席·月 \u002F 专享版 316 元·席·月",[2956,2957],"refactor\u002Flarge-refactor-with-ai-agent","review\u002Fai-code-review-workflow",[2959,2432,2433],"codebuddy-deep-review",{"power":637,"ux":637,"price":637,"cn_support":638,"stability":637},{"title":2169,"description":2914},"CodeBuddy 评测 2026：AI 编程助手，代码审查与自动补全",[2964,2966,2968],{"name":2965,"url":2885,"accessed":2440},"CodeBuddy 官方定价（中国版）",{"name":2967,"url":2892,"accessed":2440},"CodeBuddy 官方定价（国际版）",{"name":2969,"url":2899,"accessed":2440},"StackViv — CodeBuddy 评测 2026","tools\u002Fcoding\u002Fcopilot\u002Fcodebuddy","腾讯出品的 AI 代码编辑器，混元 + DeepSeek 双模型，Craft 自主 Agent + 200+ 语言",[596,2448,2973,2974,2975,2976,2977,2978],"tencent","hunyuan","deepseek","mcp","design-to-code","wechat","腾讯生态最强 Copilot，WeChat 小程序 \u002F 腾讯云组合优势明显，Craft 自主 Agent 完成度对标 Cursor Composer。海外纯 Cursor 用户不必切，但腾讯系业务 \u002F 小程序团队强推。","https:\u002F\u002Fwww.codebuddy.ai","5BhW8Bsej1riSB6Vu5BwlR5Mat4PbeoSAiOnpQVuM3A",1785660640652]