[{"data":1,"prerenderedAt":1081},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"compare-codegeex-vs-marscode":9,"compare-a-codegeex":10,"compare-b-marscode":578},{"tools":4,"reviews":5},78,26,{"tools":4,"reviews":5,"playbooks":7,"news":8},22,21,null,{"id":11,"title":12,"alternatives":13,"api_compatible":9,"body":18,"category":496,"chinese_friendly":497,"cover":498,"description":499,"domestic":500,"extension":501,"faq":502,"free":500,"github":9,"languages":515,"lastVerified":9,"meta":518,"models":9,"navigation":519,"notSuitable":9,"opensource":519,"path":520,"pillar":521,"platforms":522,"priceTable":526,"pricing":550,"published":551,"relatedPlaybooks":552,"relatedReviews":9,"score":555,"self_host":500,"seo":557,"seoTitle":9,"slug":558,"sources":559,"stem":567,"suitable":9,"tagline":568,"tags":569,"updated":562,"verdict":575,"website":576,"__hash__":577},"tools\u002Ftools\u002Fcoding\u002Fcopilot\u002Fcodegeex.md","CodeGeeX",[14,15,16,17],"coding\u002Fcopilot\u002Fgithub-copilot","coding\u002Fcopilot\u002Fcomate","coding\u002Fcopilot\u002Ftongyi-lingma","coding\u002Fcopilot\u002Fcodebuddy",{"type":19,"value":20,"toc":481},"minimark",[21,26,30,33,36,88,92,98,166,169,173,178,195,200,217,220,245,248,362,365,397,401,424,427,454,457],[22,23,25],"h2",{"id":24},"tldr","TL;DR",[27,28,29],"p",{},"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。",[27,31,32],{},"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。",[22,34,35],{"id":35},"核心能力",[37,38,39,47,53,59,65,71,77,82],"ul",{},[40,41,42,46],"li",{},[43,44,45],"strong",{},"代码生成 \u002F 补全","：单行 \u002F 多行 \u002F 函数级 \u002F 注释生成代码",[40,48,49,52],{},[43,50,51],{},"代码翻译","：跨语言（Java → Python \u002F C++ → Go 等）",[40,54,55,58],{},[43,56,57],{},"自动注释 + 代码解释","：右键菜单一键生成",[40,60,61,64],{},[43,62,63],{},"智能问答（Ask CodeGeeX）","：Pro \u002F Lite 模型切换",[40,66,67,70],{},[43,68,69],{},"单元测试生成 + Code Review","：选中代码右键即可",[40,72,73,76],{},[43,74,75],{},"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",[40,78,79],{},[43,80,81],{},"100+ 编程语言、VS Code \u002F JetBrains \u002F HBuilderX \u002F Open VSX",[40,83,84,87],{},[43,85,86],{},"开源模型 CodeGeeX4-ALL-9B","：GitHub THUDM\u002FCodeGeeX4",[22,89,91],{"id":90},"价格2026-06","价格（2026-06）",[27,93,94,97],{},[43,95,96],{},"插件本身免费","。",[99,100,101,120],"table",{},[102,103,104],"thead",{},[105,106,107,111,114,117],"tr",{},[108,109,110],"th",{},"GLM Coding Plan",[108,112,113],{},"价格",[108,115,116],{},"额度",[108,118,119],{},"适用",[121,122,123,138,152],"tbody",{},[105,124,125,129,132,135],{},[126,127,128],"td",{},"Lite",[126,130,131],{},"49 元\u002F月（季 44.1）",[126,133,134],{},"~400 Prompts\u002F周",[126,136,137],{},"个人轻度",[105,139,140,143,146,149],{},[126,141,142],{},"Pro",[126,144,145],{},"149 元\u002F月（季 134.1）",[126,147,148],{},"~2,000 Prompts\u002F周 + MCP",[126,150,151],{},"主力 dev",[105,153,154,157,160,163],{},[126,155,156],{},"Max",[126,158,159],{},"469 元\u002F月（季 422.1）",[126,161,162],{},"~8,000 Prompts\u002F周 + 高峰优先",[126,164,165],{},"重度 \u002F 大型 Repo",[27,167,168],{},"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。",[22,170,172],{"id":171},"实测中型-python-vue-项目","实测（中型 Python + Vue 项目）",[27,174,175],{},[43,176,177],{},"亮点：",[37,179,180,183,186,189,192],{},[40,181,182],{},"个人完全免费 + 中文交互无障碍，国内开发者零门槛",[40,184,185],{},"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",[40,187,188],{},"GLM Coding Plan Pro 149 元\u002F月，对比 Claude Pro $20 ≈ 145 元，但额度约 3 倍",[40,190,191],{},"单元测试生成准确度对常规 CRUD 函数足够",[40,193,194],{},"工具箱跑 pandas + matplotlib 图表生成顺滑",[27,196,197],{},[43,198,199],{},"踩坑：",[37,201,202,205,208,211,214],{},[40,203,204],{},"复杂多文件 Agent 任务能力弱于 Cursor \u002F Cline",[40,206,207],{},"Coding Plan 高峰期（14–18 点）按 3 倍系数消耗，重度需避开",[40,209,210],{},"Plan 额度用完无按量续费，只能等周期重置或升档",[40,212,213],{},"视觉编程模型 GLM-5V-Turbo 尚未全面开放",[40,215,216],{},"偶发企业代理网络下插件连接超时",[22,218,219],{"id":219},"上手",[221,222,223,226,229,232,235,242],"ol",{},[40,224,225],{},"VS Code \u002F JetBrains 市场搜 \"CodeGeeX\" 安装",[40,227,228],{},"注册智谱账号登录，立即可用所有免费功能",[40,230,231],{},"选中代码右键 → CodeGeeX → 生成注释 \u002F 单测 \u002F Code Review",[40,233,234],{},"重度场景：注册 GLM Coding Plan，拿到 API Key",[40,236,237,238],{},"在 Claude Code \u002F Cursor 里把 Base URL 改成 ",[239,240,241],"code",{},"https:\u002F\u002Fopen.bigmodel.cn\u002Fapi\u002Fcoding\u002Fpaas\u002Fv4",[40,243,244],{},"选模型 GLM-5.1 \u002F GLM-4.7，开始白嫖国产顶级编程模型",[22,246,247],{"id":247},"对比",[99,249,250,271],{},[102,251,252],{},[105,253,254,257,259,262,265,268],{},[108,255,256],{},"维度",[108,258,12],{},[108,260,261],{},"Comate",[108,263,264],{},"通义灵码",[108,266,267],{},"CodeBuddy",[108,269,270],{},"Copilot",[121,272,273,291,311,328,345],{},[105,274,275,278,281,284,286,288],{},[126,276,277],{},"个人价格",[126,279,280],{},"免费",[126,282,283],{},"免费起",[126,285,283],{},[126,287,283],{},[126,289,290],{},"$10\u002F月",[105,292,293,296,299,302,305,308],{},[126,294,295],{},"主力模型",[126,297,298],{},"GLM-5.1",[126,300,301],{},"文心",[126,303,304],{},"Qwen3-Coder",[126,306,307],{},"Hunyuan + DeepSeek",[126,309,310],{},"GPT\u002FClaude",[105,312,313,316,319,322,324,326],{},[126,314,315],{},"开源",[126,317,318],{},"✅ 9B 模型",[126,320,321],{},"否",[126,323,321],{},[126,325,321],{},[126,327,321],{},[105,329,330,333,336,338,341,343],{},[126,331,332],{},"海外工具复用",[126,334,335],{},"✅ Coding Plan",[126,337,321],{},[126,339,340],{},"部分",[126,342,321],{},[126,344,321],{},[105,346,347,350,353,355,357,359],{},[126,348,349],{},"中文",[126,351,352],{},"5\u002F5",[126,354,352],{},[126,356,352],{},[126,358,352],{},[126,360,361],{},"3\u002F5",[22,363,364],{"id":364},"避坑",[37,366,367,373,379,385,391],{},[40,368,369,372],{},[43,370,371],{},"GLM Coding Plan 高峰期慎用","：14–18 点 3 倍消耗，重要任务避开",[40,374,375,378],{},[43,376,377],{},"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",[40,380,381,384],{},[43,382,383],{},"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",[40,386,387,390],{},[43,388,389],{},"企业私有化注意硬件","：CodeGeeX4-ALL-9B 推理对 GPU 显存有要求",[40,392,393,396],{},[43,394,395],{},"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",[22,398,400],{"id":399},"适合-不适合","适合 \u002F 不适合",[37,402,403,406,409,412,415,418,421],{},[40,404,405],{},"✅ 国内个人开发者零成本上手",[40,407,408],{},"✅ 想用国产模型 + 海外 Agent 工具组合",[40,410,411],{},"✅ 企业想私有化开源 Copilot",[40,413,414],{},"✅ 中文项目 \u002F 中文 prompt 主力",[40,416,417],{},"❌ 极重度多文件 Agent + 旗舰模型刚需",[40,419,420],{},"❌ 高峰期密集编码且不愿避峰",[40,422,423],{},"❌ 纯海外团队 \u002F 无中文需求",[22,425,426],{"id":426},"相关阅读",[37,428,429,436,442,448],{},[40,430,431],{},[432,433,435],"a",{"href":434},"\u002Ftools\u002Fcoding\u002Fcopilot\u002Fgithub-copilot","GitHub Copilot 评测",[40,437,438],{},[432,439,441],{"href":440},"\u002Ftools\u002Fcoding\u002Fcopilot\u002Fcomate","Comate 评测",[40,443,444],{},[432,445,447],{"href":446},"\u002Ftools\u002Fcoding\u002Fcopilot\u002Ftongyi-lingma","通义灵码 评测",[40,449,450],{},[432,451,453],{"href":452},"\u002Fplaybook\u002Freview\u002Fai-code-review-workflow","AI 代码评审 Playbook",[22,455,456],{"id":456},"来源",[221,458,459,467,474],{},[40,460,461,462],{},"CodeGeeX 官网（2026-06）",[432,463,464],{"href":464,"rel":465},"https:\u002F\u002Fcodegeex.cn\u002F",[466],"nofollow",[40,468,469,470],{},"VS Code Marketplace — CodeGeeX 装机量 127 万 ",[432,471,472],{"href":472,"rel":473},"https:\u002F\u002Fmarketplace.visualstudio.com\u002Fitems?itemName=aminer.codegeex",[466],[40,475,476,477],{},"AIRukou — GLM Coding Plan 详细评测（2026-05-22）",[432,478,479],{"href":479,"rel":480},"https:\u002F\u002Fwww.airukou.cn\u002Ftool\u002Fzhipu-ai-platform",[466],{"title":482,"searchDepth":483,"depth":483,"links":484},"",3,[485,487,488,489,490,491,492,493,494,495],{"id":24,"depth":486,"text":25},2,{"id":35,"depth":486,"text":35},{"id":90,"depth":486,"text":91},{"id":171,"depth":486,"text":172},{"id":219,"depth":486,"text":219},{"id":247,"depth":486,"text":247},{"id":364,"depth":486,"text":364},{"id":399,"depth":486,"text":400},{"id":426,"depth":486,"text":426},{"id":456,"depth":486,"text":456},"copilot",5,"\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。",false,"md",[503,506,509,512],{"q":504,"a":505},"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":507,"a":508},"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":510,"a":511},"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":513,"a":514},"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。",[516,517],"zh","en",{},true,"\u002Ftools\u002Fcoding\u002Fcopilot\u002Fcodegeex","coding",[523,524,525],"vscode","jetbrains","hbuilderx",[527,532,536,541,545],{"plan":528,"price":529,"features":530,"notes":531},"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":533,"price":534,"features":134,"notes":535},"GLM Lite","49 元\u002F月","包季 44.1 元\u002F月",{"plan":537,"price":538,"features":539,"notes":540},"GLM Pro","149 元\u002F月","~2,000 Prompts\u002F周 + MCP 全能力","包季 134.1 元\u002F月",{"plan":542,"price":543,"features":544,"notes":165},"GLM Max","469 元\u002F月","~8,000 Prompts\u002F周 + 高峰期优先",{"plan":546,"price":547,"features":548,"notes":549},"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","2026-06-19",[553,554],"onboarding\u002Fclaude-code-getting-started","review\u002Fai-code-review-workflow",{"power":556,"ux":556,"price":497,"cn_support":497,"stability":556},4,{"title":12,"description":499},"coding\u002Fcopilot\u002Fcodegeex",[560,563,565],{"name":561,"url":464,"accessed":562},"CodeGeeX 官网","2026-06-24",{"name":564,"url":472,"accessed":562},"VS Code Marketplace",{"name":566,"url":479,"accessed":562},"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",[496,570,571,572,573,574],"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","XjCVTo2WXhILZV1uiPHh-0_VJzeZiXu2-S3TbelxLnA",{"id":579,"title":580,"alternatives":581,"api_compatible":9,"body":583,"category":496,"chinese_friendly":497,"cover":1011,"description":1012,"domestic":500,"extension":501,"faq":1013,"free":500,"github":9,"languages":1026,"lastVerified":9,"meta":1027,"models":9,"navigation":519,"notSuitable":9,"opensource":500,"path":1028,"pillar":521,"platforms":1029,"priceTable":1033,"pricing":1052,"published":551,"relatedPlaybooks":1053,"relatedReviews":1055,"score":1058,"self_host":500,"seo":1059,"seoTitle":1060,"slug":1061,"sources":1062,"stem":1069,"suitable":9,"tagline":1070,"tags":1071,"updated":562,"verdict":1078,"website":1079,"__hash__":1080},"tools\u002Ftools\u002Fcoding\u002Fcopilot\u002Fmarscode.md","豆包 MarsCode \u002F TRAE",[582,16,558,14],"coding\u002Fide\u002Ftrae",{"type":19,"value":584,"toc":999},[585,587,594,614,621,631,634,636,685,687,690,703,708,712,716,736,740,757,759,782,784,892,894,926,928,951,953,974,976],[22,586,25],{"id":24},[27,588,589,590,593],{},"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 ",[43,591,592],{},"TRAE","（The Real AI Engineer）。产品现在三件套：",[37,595,596,602,608],{},[40,597,598,601],{},[43,599,600],{},"TRAE 桌面端","：AI 原生 IDE，主打 Builder \u002F SOLO \u002F Chat 多模式",[40,603,604,607],{},[43,605,606],{},"TRAE 插件（原 MarsCode 编程助手）","：VS Code \u002F JetBrains 插件形态",[40,609,610,613],{},[43,611,612],{},"MarsCode Cloud IDE","：浏览器云开发环境",[27,615,616,617,620],{},"底层走豆包大模型 + 字节方舟多模型路由。",[43,618,619],{},"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。",[622,623,624],"blockquote",{},[27,625,626,627,630],{},"⚠️ 重要：TRAE IDE 桌面端的完整评测见 ",[432,628,629],{"href":629},"\u002Ftools\u002Fcoding\u002Fide\u002Ftrae","。本文聚焦 MarsCode \u002F TRAE 插件 + Cloud IDE 形态。",[27,632,633],{},"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。",[22,635,35],{"id":35},[37,637,638,644,650,656,662,668,674,680],{},[40,639,640,643],{},[43,641,642],{},"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",[40,645,646,649],{},[43,647,648],{},"SOLO 模式（桌面端）","：AI 全流程自主开发，编辑器 + 终端 + 浏览器一体",[40,651,652,655],{},[43,653,654],{},"Builder 模式","：自然语言一句话生成项目框架（含 Dockerfile）",[40,657,658,661],{},[43,659,660],{},"Chat 模式","：跨文件代码调试与优化，全链路问题定位",[40,663,664,667],{},[43,665,666],{},"多模态引擎","：Figma → 响应式 CSS、移动端布局适配",[40,669,670,673],{},[43,671,672],{},"Cloud IDE","：浏览器云端环境、Git 仓库导入、模板项目、实时预览",[40,675,676,679],{},[43,677,678],{},"50+ 语言、100+ 框架","：含微信 \u002F 支付宝 \u002F 抖音小程序、Taro \u002F uni-app",[40,681,682,684],{},[43,683,546],{},"：团队协作 \u002F 权限管理 \u002F 工作区、咨询定制",[22,686,91],{"id":90},[27,688,689],{},"基础三件套全免费。重度场景：",[37,691,692,698],{},[40,693,694,697],{},[43,695,696],{},"方舟 Coding Plan","：字节方舟平台订阅，含高级模型 \u002F 高额度（咨询）",[40,699,700,702],{},[43,701,546],{},"：团队协作 \u002F 权限 \u002F 定制 AI 方案，400-034-7888",[622,704,705],{},[27,706,707],{},"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。",[22,709,711],{"id":710},"实测小程序-nextjs-项目","实测（小程序 + Next.js 项目）",[27,713,714],{},[43,715,177],{},[37,717,718,721,724,727,730,733],{},[40,719,720],{},"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",[40,722,723],{},"Builder 模式生成 Next.js 商品页面 8 分钟内可跑",[40,725,726],{},"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",[40,728,729],{},"中文需求识别接近 100%，海外工具常见的语义偏差几乎没有",[40,731,732],{},"Cloud IDE 响应 \u003C 1.5 秒，远程开发体验顺滑",[40,734,735],{},"数据：声称代码生成准确率 98%、不用于模型训练",[27,737,738],{},[43,739,199],{},[37,741,742,745,748,751,754],{},[40,743,744],{},"SOLO 模式偶尔卡在『构思 → 执行』过渡，需手动 retry",[40,746,747],{},"桌面端和插件功能差异：Builder 在桌面端更顺",[40,749,750],{},"客户端首次启动加载较慢",[40,752,753],{},"海外节点访问国内代码仓不稳",[40,755,756],{},"文档对老牌 IDE（如 Vim）支持稀薄",[22,758,219],{"id":219},[221,760,761,767,770,773,776,779],{},[40,762,763,764],{},"trae.cn 下载桌面端（Win \u002F macOS \u002F Linux）—— ",[43,765,766],{},"桌面端是当下产品主力",[40,768,769],{},"或 VS Code \u002F JetBrains 装 \"TRAE\" 插件（原 MarsCode 编程助手）",[40,771,772],{},"字节账号登录",[40,774,775],{},"Builder 模式：写一句『生成 Next.js 后台模板』 → 生成完整项目",[40,777,778],{},"SOLO 模式：写需求 → AI 全自动跑",[40,780,781],{},"Cloud IDE：访问 marscode.com 用浏览器云端开发",[22,783,247],{"id":247},[99,785,786,801],{},[102,787,788],{},[105,789,790,792,795,797,799],{},[108,791,256],{},[108,793,794],{},"TRAE \u002F MarsCode",[108,796,264],{},[108,798,261],{},[108,800,267],{},[121,802,803,817,831,848,862,877],{},[105,804,805,807,809,811,814],{},[126,806,277],{},[126,808,280],{},[126,810,283],{},[126,812,813],{},"免费 \u002F 59",[126,815,816],{},"免费 \u002F 58",[105,818,819,821,824,826,828],{},[126,820,295],{},[126,822,823],{},"豆包大模型",[126,825,304],{},[126,827,301],{},[126,829,830],{},"混元 + DeepSeek V3",[105,832,833,836,839,842,845],{},[126,834,835],{},"自主 Agent",[126,837,838],{},"✅ Builder + SOLO",[126,840,841],{},"✅",[126,843,844],{},"✅ Zulu",[126,846,847],{},"✅ Craft",[105,849,850,852,855,858,860],{},[126,851,672],{},[126,853,854],{},"✅ 原 MarsCode",[126,856,857],{},"弱",[126,859,857],{},[126,861,857],{},[105,863,864,867,870,872,874],{},[126,865,866],{},"小程序支持",[126,868,869],{},"✅ 多平台",[126,871,340],{},[126,873,857],{},[126,875,876],{},"微信优先",[105,878,879,882,884,886,889],{},[126,880,881],{},"设计稿转代码",[126,883,841],{},[126,885,340],{},[126,887,888],{},"✅ 92%",[126,890,891],{},"✅ 95%",[22,893,364],{"id":364},[37,895,896,902,908,914,920],{},[40,897,898,901],{},[43,899,900],{},"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",[40,903,904,907],{},[43,905,906],{},"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",[40,909,910,913],{},[43,911,912],{},"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",[40,915,916,919],{},[43,917,918],{},"Cloud IDE 注意私密代码","：仍是云端环境，敏感项目走桌面 + 本地",[40,921,922,925],{},[43,923,924],{},"Mac M1 \u002F M2 用户","：桌面端原生 Apple Silicon 支持已稳定",[22,927,400],{"id":399},[37,929,930,933,936,939,942,945,948],{},[40,931,932],{},"✅ 国内开发者零成本上手",[40,934,935],{},"✅ 字节生态业务 \u002F 小程序团队",[40,937,938],{},"✅ 想试 SOLO 全自主开发",[40,940,941],{},"✅ 需要 Cloud IDE 远程开发",[40,943,944],{},"❌ 海外纯英文 \u002F 完全无字节业务",[40,946,947],{},"❌ 对官方长期免费有刚性预期",[40,949,950],{},"❌ 重度依赖 VS Code 闭源插件",[22,952,426],{"id":426},[37,954,955,960,964,968],{},[40,956,957],{},[432,958,959],{"href":629},"TRAE IDE 桌面端评测",[40,961,962],{},[432,963,447],{"href":446},[40,965,966],{},[432,967,441],{"href":440},[40,969,970],{},[432,971,973],{"href":972},"\u002Fplaybook\u002Fonboarding\u002Fclaude-code-getting-started","Claude Code 上手 Playbook",[22,975,456],{"id":456},[221,977,978,985,992],{},[40,979,980,981],{},"TRAE 官方插件页（含 Builder 模式细节）",[432,982,983],{"href":983,"rel":984},"https:\u002F\u002Fwww.trae.cn\u002Fplugin",[466],[40,986,987,988],{},"MarsCode 官网（Cloud IDE 形态仍在）",[432,989,990],{"href":990,"rel":991},"https:\u002F\u002Fwww.marscode.com\u002Fhome",[466],[40,993,994,995],{},"AIGC 工具导航 — 豆包 MarsCode 详细介绍 ",[432,996,997],{"href":997,"rel":998},"https:\u002F\u002Fwww.aigc.cn\u002Fmarscode",[466],{"title":482,"searchDepth":483,"depth":483,"links":1000},[1001,1002,1003,1004,1005,1006,1007,1008,1009,1010],{"id":24,"depth":486,"text":25},{"id":35,"depth":486,"text":35},{"id":90,"depth":486,"text":91},{"id":710,"depth":486,"text":711},{"id":219,"depth":486,"text":219},{"id":247,"depth":486,"text":247},{"id":364,"depth":486,"text":364},{"id":399,"depth":486,"text":400},{"id":426,"depth":486,"text":426},{"id":456,"depth":486,"text":456},"\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。",[1014,1017,1020,1023],{"q":1015,"a":1016},"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":1018,"a":1019},"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":1021,"a":1022},"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":1024,"a":1025},"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。",[516,517],{},"\u002Ftools\u002Fcoding\u002Fcopilot\u002Fmarscode",[523,524,1030,1031,1032],"windows","macos","linux",[1034,1037,1041,1044,1048],{"plan":600,"price":280,"features":1035,"notes":1036},"Builder \u002F SOLO \u002F 多模型切换 \u002F Chat \u002F 补全","Windows \u002F macOS \u002F Linux",{"plan":1038,"price":280,"features":1039,"notes":1040},"TRAE 插件（原 MarsCode）","补全 \u002F 注释 \u002F 单测 \u002F Code Review \u002F 智能问答","VS Code \u002F JetBrains",{"plan":612,"price":280,"features":1042,"notes":1043},"浏览器云端开发环境 \u002F Git 仓库 \u002F 模板","原 MarsCode 主打",{"plan":696,"price":1045,"features":1046,"notes":1047},"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":546,"price":1049,"features":1050,"notes":1051},"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",[553,1054],"onboarding\u002Frag-pipeline-build",[1056,1057],"copilot-four-comparison","trae-deep-review",{"power":556,"ux":497,"price":497,"cn_support":497,"stability":556},{"title":580,"description":1012},"MarsCode \u002F TRAE 评测 2026：字节豆包 AI 编程助手怎么选","coding\u002Fcopilot\u002Fmarscode",[1063,1065,1067],{"name":1064,"url":983,"accessed":562},"TRAE 官方插件页",{"name":1066,"url":990,"accessed":562},"MarsCode 官网（仍可访问）",{"name":1068,"url":997,"accessed":562},"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",[496,570,1072,1073,1074,574,1075,1076,1077],"bytedance","doubao","trae","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","JZI6CkoiZ1oQugnDWXjWsfdU8Y3CBuAZZrQeTP6Ia4Q",1784565442037]