[{"data":1,"prerenderedAt":5900},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"review-ai-coding-tool-decision-tree":9,"review-related-ai-coding-tool-decision-tree":1217},{"tools":4,"reviews":5},70,12,{"tools":4,"reviews":5,"playbooks":7,"news":8},15,13,{"id":10,"title":11,"body":12,"cover":1194,"description":1195,"extension":1196,"meta":1197,"navigation":1198,"path":1199,"published":1200,"relatedTools":1201,"seo":1208,"stem":1209,"tags":1210,"updated":1200,"verdict":1215,"__hash__":1216},"review\u002Freview\u002Fai-coding-tool-decision-tree.md","AI 编程工具选型决策树：30 个场景告诉你该用哪个",{"type":13,"value":14,"toc":1177},"minimark",[15,19,28,31,34,62,66,69,74,77,88,93,96,107,112,115,135,140,143,154,159,162,173,178,181,192,196,203,208,222,229,234,251,254,259,270,277,282,296,299,309,313,316,321,332,339,344,355,365,370,381,394,399,410,414,419,430,436,441,449,458,463,474,478,481,832,836,839,844,852,857,871,876,884,889,900,905,922,927,938,943,954,957,960,965,968,973,980,985,991,996,1003,1008,1015,1020,1027,1031,1034,1069,1075,1078,1081,1102,1105,1108,1161,1164,1167],[16,17,18],"h2",{"id":18},"这篇文章解决什么问题",[20,21,22,23,27],"p",{},"你打开知乎搜「AI 编程工具怎么选」，会看到 10 篇文章给 10 个不同答案。原因是大多数评测在「比较产品功能」，而",[24,25,26],"strong",{},"真正的选型决策不是「哪个工具最强」，而是「哪个工具最适合我现在的情况」","。",[20,29,30],{},"本文不再列 feature 表。我们把过去半年 AIHO 编辑部发出的 11 篇深度评测的结论拍扁成一张决策地图——按 4 个核心维度（角色、预算、规模、网络环境）和 30 个真实场景，告诉你具体场景下该用哪个。",[20,32,33],{},"如果你在以下 4 类工具之间纠结，这篇文章是写给你的：",[35,36,37,44,50,56],"ul",{},[38,39,40,43],"li",{},[24,41,42],{},"GUI IDE","：Cursor、Windsurf、Trae、Qoder",[38,45,46,49],{},[24,47,48],{},"CLI Agent","：Claude Code、Aider、Codex CLI、Cline",[38,51,52,55],{},[24,53,54],{},"AI Builder","：Bolt.new、Lovable、v0、Replit Agent",[38,57,58,61],{},[24,59,60],{},"Copilot 插件","：GitHub Copilot、通义灵码、CodeBuddy",[16,63,65],{"id":64},"第一维度你的角色","第一维度：你的角色",[20,67,68],{},"不同角色对 AI 编程工具的核心需求差异巨大。先定位自己：",[20,70,71],{},[24,72,73],{},"独立开发者 \u002F 自由职业 \u002F Indie Hacker",[20,75,76],{},"核心痛点：成本敏感、灵活性、跨项目切换频繁。",[35,78,79,82,85],{},[38,80,81],{},"国内：Trae 国内版（免费）+ DeepSeek API（按量便宜）",[38,83,84],{},"海外：Cursor Pro $20 + 偶尔 Claude.ai 单次任务",[38,86,87],{},"偏好命令行：Aider + DeepSeek 全套，月 $5-15 跑顺所有任务",[20,89,90],{},[24,91,92],{},"企业内工程师（5-50 人团队）",[20,94,95],{},"核心痛点：团队工作流统一、PR 审查、合规、共享 Rules。",[35,97,98,101,104],{},[38,99,100],{},"国内团队：Trae 国内版统一 + Cursor for Teams（$40\u002F席）跑长任务",[38,102,103],{},"海外团队：Cursor for Teams + Bugbot 自动审查",[38,105,106],{},"严合规企业：GitHub Copilot Business（SOC2 \u002F 私有部署选项）",[20,108,109],{},[24,110,111],{},"技术负责人 \u002F Tech Lead",[20,113,114],{},"核心痛点：团队效率最大化、新人 onboard、技术栈一致性。",[35,116,117,125,128],{},[38,118,119,120,124],{},"主力：Cursor for Teams + 项目级 ",[121,122,123],"code",{},".cursor\u002Frules\u002F*.mdc"," 共享",[38,126,127],{},"补充：Claude Code 跑长任务 \u002F 大规模重构",[38,129,130,131,134],{},"关键：",[121,132,133],{},".cursor\u002Frules\u002F"," 的项目知识沉淀比工具选择本身更重要",[20,136,137],{},[24,138,139],{},"非技术创始人 \u002F Maker",[20,141,142],{},"核心痛点：不会写代码、要做出能用的产品、最好能收费。",[35,144,145,148,151],{},[38,146,147],{},"第一优先：Lovable（完整 SaaS 启动包 + Stripe + Supabase）",[38,149,150],{},"第二优先：Replit Agent（教育友好 + 200 分钟自主运行）",[38,152,153],{},"不建议：Cursor \u002F Aider \u002F Claude Code（学习曲线太陡）",[20,155,156],{},[24,157,158],{},"学生 \u002F 自学者",[20,160,161],{},"核心痛点：零预算 + 学习友好。",[35,163,164,167,170],{},[38,165,166],{},"国内：Trae 国内版（完全免费，中文一流）",[38,168,169],{},"海外：GitHub Copilot 学生免费 + Replit Agent 教育档",[38,171,172],{},"进阶学习：装一个 Aider 当作\"理解 AI 编程内部机制\"的教学工具",[20,174,175],{},[24,176,177],{},"技术博主 \u002F 内容创作者",[20,179,180],{},"核心痛点：中文输出质量、跨主题快速产出。",[35,182,183,186,189],{},[38,184,185],{},"主力：Trae 国内版（中文原生模型，输出最自然）",[38,187,188],{},"补充：Claude Code（长任务总结 \u002F 批量处理素材）",[38,190,191],{},"不建议：Cursor + GPT（翻译腔重）",[16,193,195],{"id":194},"第二维度你的预算","第二维度：你的预算",[20,197,198,199,202],{},"钱的多少决定可选范围。这一栏是",[24,200,201],{},"月度真实成本","估算：",[20,204,205],{},[24,206,207],{},"$0\u002F月（完全免费）",[35,209,210,213,216,219],{},[38,211,212],{},"Trae 国内版（核心）",[38,214,215],{},"通义灵码 \u002F CodeBuddy（Copilot 形态）",[38,217,218],{},"GitHub Copilot 学生免费档",[38,220,221],{},"Aider 本体免费 + 配 DeepSeek API（$2-5\u002F月用量）",[20,223,224,225,228],{},"适合场景：学生、试水期、低强度使用。",[24,226,227],{},"完全够用","——80% 的日常补全 + 简单 AI 协助任务这一档就能解决。",[20,230,231],{},[24,232,233],{},"$10-30\u002F月（轻度付费）",[35,235,236,239,242,245,248],{},[38,237,238],{},"Cursor Pro $20",[38,240,241],{},"Trae 国际版 Pro $10",[38,243,244],{},"GitHub Copilot Pro $10",[38,246,247],{},"Claude.ai Pro $20（用 Claude Code）",[38,249,250],{},"v0 Premium $20",[20,252,253],{},"适合场景：单人独立开发者、$20\u002F月对收入比无感、需要稍微好一点的模型 \u002F 体验。",[20,255,256],{},[24,257,258],{},"$40-80\u002F月（中度付费，1-2 个工具）",[35,260,261,264,267],{},[38,262,263],{},"Cursor Pro $20 + Claude.ai Pro $20（双用经典组合）",[38,265,266],{},"Cursor for Teams $40\u002F席",[38,268,269],{},"Lovable Pro $25 + Supabase Pro $25",[20,271,272,273,276],{},"适合场景：专业开发者全职工作、生产力工具预算合理。",[24,274,275],{},"ROI 最高的一档","——多付 $20-60 换来的体验提升远超单纯 Pro 档。",[20,278,279],{},[24,280,281],{},"$100+\u002F月（重度付费）",[35,283,284,287,290,293],{},[38,285,286],{},"Cursor Pro+ \u002F Ultra $60-200",[38,288,289],{},"Replit Core $25 + 重度 ACU 超额",[38,291,292],{},"Lovable Business + Supabase Pro + Stripe",[38,294,295],{},"多工具叠加：Cursor + Claude + ChatGPT + v0 全家桶",[20,297,298],{},"适合场景：重度依赖 AI、跑长任务、Background Agents 频繁使用、团队工作流。",[20,300,301,304,305,308],{},[24,302,303],{},"警告","：在自己的实际工作量没确认前，",[24,306,307],{},"不要直接订最贵档","。Cursor \u002F Replit 等按量计费工具最容易在前两周激动地烧钱，等月底账单出来才发现\"我其实没用那么多\"。先从 Pro 档跑一个月，看真实账单再决定升不升档。",[16,310,312],{"id":311},"第三维度你的项目规模","第三维度：你的项目规模",[20,314,315],{},"项目体量决定 AI 工具的能力天花板是否能匹配。",[20,317,318],{},[24,319,320],{},"小项目（\u003C 5k 行 \u002F 单文件脚本 \u002F 原型 demo）",[35,322,323,326,329],{},[38,324,325],{},"Bolt.new（浏览器内最快出活）",[38,327,328],{},"v0（React 组件 \u002F 局部页面）",[38,330,331],{},"任意 GUI IDE 都能用",[20,333,334,335,338],{},"社区共识：这个规模下",[24,336,337],{},"所有 AI 编程工具表现都很好","——选什么取决于个人偏好，不取决于工具能力。",[20,340,341],{},[24,342,343],{},"中等项目（5k-50k 行 \u002F 中小型 SaaS \u002F 完整 app）",[35,345,346,349,352],{},[38,347,348],{},"Cursor + Claude Sonnet 4 \u002F 4.5（甜区）",[38,350,351],{},"Trae 国内版 + Doubao \u002F DeepSeek（性价比甜区）",[38,353,354],{},"Claude Code（长任务 + 跨文件重构）",[20,356,357,358,361,362,364],{},"这是大多数日常开发任务的规模。",[24,359,360],{},"Cursor Composer 在这个规模下表现最稳","，配 ",[121,363,123],{}," 能让它对项目约定的理解持续提升。",[20,366,367],{},[24,368,369],{},"大型项目（50k+ 行 \u002F monorepo \u002F 多包架构）",[35,371,372,375,378],{},[38,373,374],{},"Claude Code（强力推荐，CLAUDE.md 项目知识沉淀机制是 monorepo 关键）",[38,376,377],{},"Cursor + MAX 模式 + Claude Opus 4 \u002F Sonnet 4.5",[38,379,380],{},"Aider（如果你需要精确控制每次 AI 看哪些文件）",[20,382,383,386,387,390,391,27],{},[24,384,385],{},"Cursor Composer 在 monorepo 上表现下降明显","——",[121,388,389],{},"@codebase"," 的召回受上下文窗口限制，跨包重构经常只看到 1-2 个包。这是社区高频抱怨的点，社区主流做法：",[24,392,393],{},"Composer 写小活、Claude Code 干大活",[20,395,396],{},[24,397,398],{},"遗留代码 \u002F 企业代码库（100k+ 行 + 老旧框架）",[35,400,401,404,407],{},[38,402,403],{},"Claude Code（agent 自主探索能力最强，能慢慢爬整个仓库）",[38,405,406],{},"Cursor + 自定义 rules 详细约束",[38,408,409],{},"不推荐：v0 \u002F Lovable \u002F Bolt（这些 builder 不适合维护老代码）",[16,411,413],{"id":412},"第四维度你的网络环境","第四维度：你的网络环境",[20,415,416],{},[24,417,418],{},"国内（不能或不想用代理）",[35,420,421,424,427],{},[38,422,423],{},"Trae 国内版（唯一全功能可用 + 直连零延迟）",[38,425,426],{},"通义灵码 \u002F CodeBuddy（Copilot 形态备选）",[38,428,429],{},"DeepSeek \u002F Qwen \u002F GLM 系列 API（自配 Aider 用）",[20,431,432,435],{},[24,433,434],{},"绝对不要选","：Cursor \u002F Claude Code \u002F Copilot \u002F Windsurf 等纯境外服务直连——会卡、会断、会因为切 IP 触发风控。",[20,437,438],{},[24,439,440],{},"国内 + 稳定代理（家庭网 + 固定出口）",[35,442,443,446],{},[38,444,445],{},"Cursor Pro + Trae 双用（推荐）",[38,447,448],{},"Claude Code（稳定代理下勉强可用，长任务仍有断流风险）",[20,450,451,453,454,457],{},[24,452,303],{},"：Cursor 2025 后对 IP 切换敏感，",[24,455,456],{},"频繁切代理出口会触发账号风控","。一旦冻结申诉流程复杂。建议家庭网为主、移动场景用住宅代理。",[20,459,460],{},[24,461,462],{},"海外 \u002F 跨境工作",[35,464,465,468,471],{},[38,466,467],{},"主力 Cursor + Claude.ai 双订阅（社区主流配置）",[38,469,470],{},"团队场景：Cursor for Teams \u002F GitHub Copilot Business",[38,472,473],{},"Background Agents \u002F Bugbot 全功能可用（国内访问这些会卡）",[16,475,477],{"id":476},"_30-个真实场景对应表","30 个真实场景对应表",[20,479,480],{},"下面是 30 个具体场景，每个给出推荐工具 + 简单理由。看你的情况对号入座：",[482,483,484,500],"table",{},[485,486,487],"thead",{},[488,489,490,494,497],"tr",{},[491,492,493],"th",{},"#",[491,495,496],{},"场景",[491,498,499],{},"推荐",[501,502,503,515,526,537,548,559,570,581,592,603,614,624,635,646,657,667,678,689,700,711,722,733,744,755,766,777,788,799,810,821],"tbody",{},[488,504,505,509,512],{},[506,507,508],"td",{},"1",[506,510,511],{},"学 Python 第一周",[506,513,514],{},"Trae 国内版 \u002F Replit Agent",[488,516,517,520,523],{},[506,518,519],{},"2",[506,521,522],{},"给客户演示 demo（3-5 天一次性项目）",[506,524,525],{},"Bolt.new",[488,527,528,531,534],{},[506,529,530],{},"3",[506,532,533],{},"非技术创始人做 SaaS MVP",[506,535,536],{},"Lovable Pro",[488,538,539,542,545],{},[506,540,541],{},"4",[506,543,544],{},"已有 React 项目要加 dashboard",[506,546,547],{},"v0",[488,549,550,553,556],{},[506,551,552],{},"5",[506,554,555],{},"日常补全 + 中型项目 + 国内",[506,557,558],{},"Trae 国内版",[488,560,561,564,567],{},[506,562,563],{},"6",[506,565,566],{},"日常补全 + 中型项目 + 海外",[506,568,569],{},"Cursor Pro",[488,571,572,575,578],{},[506,573,574],{},"7",[506,576,577],{},"跨包重构 + monorepo",[506,579,580],{},"Claude Code",[488,582,583,586,589],{},[506,584,585],{},"8",[506,587,588],{},"全仓库 audit \u002F 大规模迁移",[506,590,591],{},"Claude Code（长任务能力）",[488,593,594,597,600],{},[506,595,596],{},"9",[506,598,599],{},"重构 100 个文件命名",[506,601,602],{},"Aider + DeepSeek（最便宜）",[488,604,605,608,611],{},[506,606,607],{},"10",[506,609,610],{},"团队 PR 自动审查",[506,612,613],{},"Cursor Bugbot",[488,615,616,619,622],{},[506,617,618],{},"11",[506,620,621],{},"老旧 Java \u002F C++ 代码维护",[506,623,580],{},[488,625,626,629,632],{},[506,627,628],{},"12",[506,630,631],{},"学校作业 \u002F 算法刷题",[506,633,634],{},"GitHub Copilot 学生免费",[488,636,637,640,643],{},[506,638,639],{},"13",[506,641,642],{},"中文技术博客 \u002F 文档站",[506,644,645],{},"Trae 国内版 + Doubao",[488,647,648,651,654],{},[506,649,650],{},"14",[506,652,653],{},"写英文技术内容",[506,655,656],{},"Cursor + Claude Sonnet",[488,658,659,662,665],{},[506,660,661],{},"15",[506,663,664],{},"长任务（30-60 分钟级别）",[506,666,580],{},[488,668,669,672,675],{},[506,670,671],{},"16",[506,673,674],{},"离线 \u002F 隐私敏感场景",[506,676,677],{},"Aider + Ollama 本地模型",[488,679,680,683,686],{},[506,681,682],{},"17",[506,684,685],{},"多模型试验 \u002F 比价",[506,687,688],{},"Aider（一行命令切换）",[488,690,691,694,697],{},[506,692,693],{},"18",[506,695,696],{},"Neovim \u002F tmux 重度用户",[506,698,699],{},"Aider",[488,701,702,705,708],{},[506,703,704],{},"19",[506,706,707],{},"JetBrains 重度用户",[506,709,710],{},"通义灵码 \u002F CodeBuddy",[488,712,713,716,719],{},[506,714,715],{},"20",[506,717,718],{},"学生 + 完全零预算",[506,720,721],{},"Trae 国内版（中文友好）",[488,723,724,727,730],{},[506,725,726],{},"21",[506,728,729],{},"出海 SaaS 公司工程师",[506,731,732],{},"Cursor + Claude Code 双用",[488,734,735,738,741],{},[506,736,737],{},"22",[506,739,740],{},"国内大厂内部工程",[506,742,743],{},"Trae 国内版 + 内部模型网关",[488,745,746,749,752],{},[506,747,748],{},"23",[506,750,751],{},"写技术 PRD \u002F 设计文档",[506,753,754],{},"Claude.ai 直接对话",[488,756,757,760,763],{},[506,758,759],{},"24",[506,761,762],{},"跨语言项目（Python+TS+Go）",[506,764,765],{},"Aider（tree-sitter 100+ 语言）",[488,767,768,771,774],{},[506,769,770],{},"25",[506,772,773],{},"教学场景 \u002F 课程演示",[506,775,776],{},"Replit Agent（浏览器内全栈）",[488,778,779,782,785],{},[506,780,781],{},"26",[506,783,784],{},"接 DeepSeek 跑大量任务",[506,786,787],{},"Aider 或 Cline",[488,789,790,793,796],{},[506,791,792],{},"27",[506,794,795],{},"公司合规严格（SOC2 \u002F ISO 27001）",[506,797,798],{},"GitHub Copilot Business \u002F Cursor Enterprise",[488,800,801,804,807],{},[506,802,803],{},"28",[506,805,806],{},"接私有部署模型",[506,808,809],{},"Cline 或 Aider",[488,811,812,815,818],{},[506,813,814],{},"29",[506,816,817],{},"团队 Rules \u002F Skills 共享",[506,819,820],{},"Cursor for Teams",[488,822,823,826,829],{},[506,824,825],{},"30",[506,827,828],{},"浏览器内不装本地工具",[506,830,831],{},"Bolt.new \u002F Replit Agent \u002F v0",[16,833,835],{"id":834},"决策流程图文字版","决策流程图（文字版）",[20,837,838],{},"按顺序回答这几个问题，结果会自动浮现：",[20,840,841],{},[24,842,843],{},"Q1: 你需要写代码吗？还是只要做出能用的产品？",[35,845,846,849],{},[38,847,848],{},"不需要写代码 → Lovable \u002F Bolt \u002F Replit Agent \u002F v0（跳到 Q2）",[38,850,851],{},"需要写代码 → 跳到 Q3",[20,853,854],{},[24,855,856],{},"Q2: 产品要长期维护吗？",[35,858,859,862,865,868],{},[38,860,861],{},"是 → Bolt 或 v0（lock-in 最轻）",[38,863,864],{},"不是（一次性 demo） → Bolt（最快出活）",[38,866,867],{},"完整 SaaS 要上线 → Lovable（生态最完整）",[38,869,870],{},"想学一下 + 浏览器内端到端体验 → Replit Agent",[20,872,873],{},[24,874,875],{},"Q3: 你在哪里？",[35,877,878,881],{},[38,879,880],{},"国内不能或不想代理 → 跳到 Q4",[38,882,883],{},"海外 \u002F 有稳定代理 → 跳到 Q5",[20,885,886],{},[24,887,888],{},"Q4 (国内): 你预算多少？",[35,890,891,894,897],{},[38,892,893],{},"$0\u002F月 → Trae 国内版",[38,895,896],{},"$10-30\u002F月 → Trae 国内版 + Trae 国际版 Pro $10 或 Cursor Pro",[38,898,899],{},"$40+\u002F月 → Cursor Pro + Trae 国内版双用 + Claude.ai",[20,901,902],{},[24,903,904],{},"Q5 (海外): 你偏好 GUI 还是 CLI？",[35,906,907,910,913,916,919],{},[38,908,909],{},"GUI → Cursor Pro（标准答案）+ 偶尔 Claude Code",[38,911,912],{},"CLI + 命令行重度 → Aider 或 Claude Code",[38,914,915],{},"已订 Claude.ai → Claude Code 优先",[38,917,918],{},"已订 ChatGPT → Codex CLI",[38,920,921],{},"完全开源 + 自带 API → Aider",[20,923,924],{},[24,925,926],{},"Q6: 你的项目多大？",[35,928,929,932,935],{},[38,930,931],{},"\u003C 5k 行 → 任何工具都行，按 Q3-Q5 结果选",[38,933,934],{},"5k-50k 行 → Cursor \u002F Trae \u002F Claude Code 都可（Q3-Q5 结果）",[38,936,937],{},"50k+ monorepo → Claude Code 优先（Cursor 仍可用但表现下降）",[20,939,940],{},[24,941,942],{},"Q7: 团队还是单人？",[35,944,945,948,951],{},[38,946,947],{},"单人 → 上面的答案直接走",[38,949,950],{},"团队 5+ 人 → Cursor for Teams $40\u002F席（团队 Rules \u002F Bugbot 价值大）",[38,952,953],{},"团队 + 严合规 → GitHub Copilot Business",[16,955,956],{"id":956},"常见误区",[20,958,959],{},"写一篇决策文必须戳破一些社区流行的误区：",[20,961,962],{},[24,963,964],{},"误区 1：「Cursor 是最强的所以应该选 Cursor」",[20,966,967],{},"最强 ≠ 最适合。Cursor 在国内访问 + 长任务 + monorepo 上都有真实短板。「最强」是营销话语，「最适合我」才是决策依据。",[20,969,970],{},[24,971,972],{},"误区 2：「免费的不如付费的」",[20,974,975,976,979],{},"Trae 国内版完全免费但",[24,977,978],{},"对国内 80% 任务表现达到 Cursor Pro 的 90%","。不是\"便宜没好货\"——是字节用算力补贴换市场份额。免费档完全可以是主力工具。",[20,981,982],{},[24,983,984],{},"误区 3：「AI 工具越多越好」",[20,986,987,988,27],{},"社区里有人同时订 Cursor + Claude.ai + ChatGPT + v0 + Replit + Lovable，月度 $200+。除非你工作流复杂到真用得上，否则一个主力 + 一个补充就够。",[24,989,990],{},"多工具的边际收益快速递减",[20,992,993],{},[24,994,995],{},"误区 4：「学了 Cursor 就不用学 Claude Code 了」",[20,997,998,999,1002],{},"Cursor 和 Claude Code 是",[24,1000,1001],{},"互补关系","，不是替代关系。一个偏 GUI 短任务，一个偏 CLI 长任务。专业开发者大概率两个都用。",[20,1004,1005],{},[24,1006,1007],{},"误区 5：「Aider 学习曲线陡 = 不适合所有人」",[20,1009,1010,1011,1014],{},"Aider 不适合 GUI 党 \u002F 不愿读命令行文档的人——但对极客来说，它的透明度和可控性是",[24,1012,1013],{},"其他工具没法给的核心价值","。\"陡\"不等于\"不好\"，等于\"门槛高\"。",[20,1016,1017],{},[24,1018,1019],{},"误区 6：「国产工具不如海外工具」",[20,1021,1022,1023,1026],{},"Trae、通义灵码、CodeBuddy 等在",[24,1024,1025],{},"国内场景下","有结构性优势（网络 + 付款 + 中文）。\"国产不如海外\"是 2023 年的认知，到 2026 年已经不准确了。",[16,1028,1030],{"id":1029},"一年后的工具地图预测基于公开-roadmap","一年后的工具地图预测（基于公开 roadmap）",[20,1032,1033],{},"社区公开讨论 + 厂商 roadmap 整理出的趋势预测（非保证）：",[35,1035,1036,1042,1047,1053,1058,1063],{},[38,1037,1038,1041],{},[24,1039,1040],{},"Cursor","：继续加强 Background Agents + Bugbot，团队级 SaaS 化方向更明确",[38,1043,1044,1046],{},[24,1045,580],{},"：模型升级到 Claude Opus 5（如发布），CLI 形态可能扩展为 Web Console",[38,1048,1049,1052],{},[24,1050,1051],{},"Trae","：国内版可能加 Builder 模式 + 团队 Rules 共享，企业级合规会补",[38,1054,1055,1057],{},[24,1056,699],{},"：保持现状（极客向，社区驱动），可能加更多 Architect 模式优化",[38,1059,1060,1062],{},[24,1061,547],{},"：Vercel 全家桶整合更深，AI Builder 与 Vercel 部署一体化",[38,1064,1065,1068],{},[24,1066,1067],{},"Lovable","：可能被 Vercel \u002F Replit 等大厂收购或加强自有 hosting",[20,1070,1071,1074],{},[24,1072,1073],{},"结论","：6-12 个月内工具格局不会剧烈洗牌——选今天合适的工具，不用怕\"明天被淘汰\"。",[16,1076,1077],{"id":1077},"最后给个简化版",[20,1079,1080],{},"如果上面 5000 字你都不想读，给你 3 句话：",[1082,1083,1084,1090,1096],"ol",{},[38,1085,1086,1089],{},[24,1087,1088],{},"国内开发者 80% 任务","：Trae 国内版（免费 + 直连 + 中文）",[38,1091,1092,1095],{},[24,1093,1094],{},"海外开发者 \u002F 英文舒服","：Cursor Pro + 偶尔 Claude Code 双用",[38,1097,1098,1101],{},[24,1099,1100],{},"极客 \u002F 完全控制 \u002F 多模型场景","：Aider + DeepSeek",[20,1103,1104],{},"其他 27 个场景看上文 30 个表格对号入座。",[16,1106,1107],{"id":1107},"相关阅读",[35,1109,1110,1127,1146],{},[38,1111,1112,1113,1117,1118,1117,1121,1117,1124],{},"工具卡：",[1114,1115,1040],"a",{"href":1116},"\u002Fcoding\u002Fide\u002Fcursor.html"," · ",[1114,1119,1051],{"href":1120},"\u002Fcoding\u002Fide\u002Ftrae.html",[1114,1122,580],{"href":1123},"\u002Fcoding\u002Fcli\u002Fclaude-code.html",[1114,1125,699],{"href":1126},"\u002Fcoding\u002Fcli\u002Faider.html",[38,1128,1129,1130,1117,1134,1117,1138,1117,1142],{},"单评测：",[1114,1131,1133],{"href":1132},"\u002Freview\u002Fcursor-deep-review.html","Cursor 深度评测",[1114,1135,1137],{"href":1136},"\u002Freview\u002Fclaude-code-deep-review.html","Claude Code 深度评测",[1114,1139,1141],{"href":1140},"\u002Freview\u002Ftrae-deep-review.html","Trae 深度评测",[1114,1143,1145],{"href":1144},"\u002Freview\u002Faider-deep-review.html","Aider 深度评测",[38,1147,1148,1149,1117,1153,1117,1157],{},"横评测：",[1114,1150,1152],{"href":1151},"\u002Freview\u002Fcursor-vs-windsurf-vs-trae.html","Cursor vs Windsurf vs Trae",[1114,1154,1156],{"href":1155},"\u002Freview\u002Fai-builders-comparison.html","AI 建站工具横评",[1114,1158,1160],{"href":1159},"\u002Freview\u002Fai-code-review-comparison.html","AI Code Review 工具横评",[16,1162,1163],{"id":1163},"来源",[20,1165,1166],{},"本文结论整合自 AIHO 编辑部已发出的 11 篇深度评测，所有事实点均可在各原评测的「来源」段落追溯。",[1168,1169,1170],"blockquote",{},[20,1171,1172,1173,1176],{},"本评测由 AIHO 编辑部根据已发出评测整合，非厂商付费内容。结论会随工具更新迭代，欢迎在 ",[1114,1174,1175],{"href":1175},"\u002Fsubmit"," 反馈更正。",{"title":1178,"searchDepth":1179,"depth":1179,"links":1180},"",3,[1181,1183,1184,1185,1186,1187,1188,1189,1190,1191,1192,1193],{"id":18,"depth":1182,"text":18},2,{"id":64,"depth":1182,"text":65},{"id":194,"depth":1182,"text":195},{"id":311,"depth":1182,"text":312},{"id":412,"depth":1182,"text":413},{"id":476,"depth":1182,"text":477},{"id":834,"depth":1182,"text":835},{"id":956,"depth":1182,"text":956},{"id":1029,"depth":1182,"text":1030},{"id":1077,"depth":1182,"text":1077},{"id":1107,"depth":1182,"text":1107},{"id":1163,"depth":1182,"text":1163},"\u002Fog\u002Freview\u002Fai-coding-decision-tree.png","整合 AIHO 编辑部 11 篇深度评测的结论：按角色、预算、规模、网络环境四维度的 AI 编程工具决策树。Cursor \u002F Claude Code \u002F Aider \u002F Trae \u002F v0 \u002F Lovable 等主流工具一图看完该选哪个，附 30 个真实场景对应表。","md",{},true,"\u002Freview\u002Fai-coding-tool-decision-tree","2026-06-28",[1202,1203,1204,1205,1206,1207],"coding\u002Fide\u002Fcursor","coding\u002Fide\u002Ftrae","coding\u002Fcli\u002Fclaude-code","coding\u002Fcli\u002Faider","coding\u002Fbuilder\u002Flovable","coding\u002Fbuilder\u002Fbolt-new",{"title":11,"description":1195},"review\u002Fai-coding-tool-decision-tree",[1211,1212,1213,1040,580,1214],"AI编程","选型","决策树","对比","如果你只想看一句话——国内开发者 80% 任务选 Trae；海外或英文舒服选 Cursor；命令行极客选 Aider 或 Claude Code；非技术创始人选 Lovable。其他场景看正文 30 个决策表。","mA2DooMt0RKlnTRI_BlK0avCNevlW_KNZ7q_ufrICSc",[1218,1878,2557,3581,4780,5318],{"id":1219,"title":525,"alternatives":1220,"api_compatible":1223,"body":1224,"category":1790,"chinese_friendly":1182,"cover":1791,"description":1792,"domestic":1793,"extension":1196,"faq":1794,"free":1793,"github":1813,"languages":1814,"meta":1816,"models":1223,"navigation":1198,"notSuitable":1817,"opensource":1198,"path":1822,"pillar":1823,"platforms":1824,"priceTable":1826,"pricing":1841,"published":1842,"relatedPlaybooks":1843,"relatedReviews":1223,"score":1846,"self_host":1793,"seo":1849,"seoTitle":1223,"slug":1207,"sources":1850,"stem":1861,"suitable":1862,"tagline":1867,"tags":1868,"updated":1875,"verdict":1876,"website":1754,"__hash__":1877},"tools\u002Ftools\u002Fcoding\u002Fbuilder\u002Fbolt-new.md",[1206,1221,1222],"coding\u002Fbuilder\u002Fv0","coding\u002Fbuilder\u002Freplit-agent",null,{"type":13,"value":1225,"toc":1774},[1226,1230,1250,1253,1275,1278,1281,1300,1303,1406,1412,1416,1421,1426,1429,1432,1449,1452,1456,1459,1463,1466,1470,1479,1482,1649,1652,1704,1708,1715,1717,1745,1747,1766],[16,1227,1229],{"id":1228},"tldr","TL;DR",[1231,1232,1237,1247],"div",{"className":1233},[1234,1235,1236],"card","p-5","my-4",[20,1238,1239,1242,1243,1246],{},[24,1240,1241],{},"一句话："," Bolt.new 是 ",[24,1244,1245],{},"StackBlitz 出品的「浏览器全栈 AI builder」","，靠自家 WebContainers 把 Node.js 跑进浏览器，不需要本地 npm\u002FDocker。一句话 → 全栈应用 + Supabase 后端 + 一键部署 Netlify，2 个月做到 $20M ARR。",[20,1248,1249],{},"做 MVP \u002F demo \u002F hackathon 没有之一最快。正式产品维护期仍需本地 IDE 接手。",[16,1251,1252],{"id":1252},"它到底是个什么",[20,1254,1255,1256,1262,1263,1266,1267,1274],{},"Bolt.new 站在 ",[1114,1257,1261],{"href":1258,"rel":1259},"https:\u002F\u002Fstackblitz.com",[1260],"nofollow","StackBlitz"," 多年积累的 ",[24,1264,1265],{},"WebContainers"," 技术上——一个让 Node.js 跑在浏览器 WASM 里的 runtime。这意味着你打开 bolt.new，",[24,1268,1269,1270,1273],{},"没有 ",[121,1271,1272],{},"npm install","、没有 Docker、没有「works on my machine」","，dev server \u002F 包管理器 \u002F 终端全部在浏览器里。",[20,1276,1277],{},"Bolt 在这套地基上加了 AI agent 层：你描述需求 → AI 写代码 → WebContainer 装依赖 + 跑 dev → 右边浏览器预览。整个流程是真的「想到 → 看到」的秒级反馈。",[20,1279,1280],{},"差异化定位：",[35,1282,1283,1289,1294],{},[38,1284,1285,1288],{},[24,1286,1287],{},"Cursor 假设你是开发者","，想要 AI 协助。",[38,1290,1291,27],{},[24,1292,1293],{},"Lovable 假设你可能永远不看代码",[38,1295,1296,1299],{},[24,1297,1298],{},"Bolt 落在中间","：能不写一行代码，但完整代码就在你眼前可改。",[16,1301,1302],{"id":1302},"价格",[482,1304,1305,1320],{},[485,1306,1307],{},[488,1308,1309,1312,1314,1317],{},[491,1310,1311],{},"档位",[491,1313,1302],{},[491,1315,1316],{},"Token 配额",[491,1318,1319],{},"适合谁",[501,1321,1322,1336,1350,1364,1378,1392],{},[488,1323,1324,1327,1330,1333],{},[506,1325,1326],{},"Free",[506,1328,1329],{},"$0",[506,1331,1332],{},"每日 ~150K token",[506,1334,1335],{},"探索 \u002F 评估",[488,1337,1338,1341,1344,1347],{},[506,1339,1340],{},"Pro",[506,1342,1343],{},"$20\u002F月",[506,1345,1346],{},"10M token\u002F月",[506,1348,1349],{},"个人 MVP",[488,1351,1352,1355,1358,1361],{},[506,1353,1354],{},"Pro 50",[506,1356,1357],{},"$50\u002F月",[506,1359,1360],{},"26M token\u002F月",[506,1362,1363],{},"重度迭代",[488,1365,1366,1369,1372,1375],{},[506,1367,1368],{},"Pro 100",[506,1370,1371],{},"$100\u002F月",[506,1373,1374],{},"55M token\u002F月",[506,1376,1377],{},"多项目并行",[488,1379,1380,1383,1386,1389],{},[506,1381,1382],{},"Pro 200",[506,1384,1385],{},"$200\u002F月",[506,1387,1388],{},"120M token\u002F月",[506,1390,1391],{},"重度专业",[488,1393,1394,1397,1400,1403],{},[506,1395,1396],{},"Teams",[506,1398,1399],{},"$60\u002F用户\u002F月起",[506,1401,1402],{},"团队共享",[506,1404,1405],{},"团队协作",[20,1407,1408,1411],{},[24,1409,1410],{},"重点提醒","：复杂项目重度迭代一个 session 能烧 300K token。如果你打算用 Bolt 跑严肃 MVP，预期月度成本 $50+ 而不是 $20。",[16,1413,1415],{"id":1414},"真实任务实测基于公开素材归纳","真实任务实测（基于公开素材归纳）",[1168,1417,1418],{},[20,1419,1420],{},"来源说明：以下场景为 Bolt.new 公开演示视频与第三方评测（vibecoding.app、Tool Junction）的工作流归纳。",[1422,1423,1425],"h3",{"id":1424},"任务-11-小时出一个-saas-原型","任务 1：1 小时出一个 SaaS 原型",[20,1427,1428],{},"prompt：\"做一个 todo SaaS，Supabase 后端，邮箱注册，每个用户能加\u002F删\u002F改\u002F标完成\"",[20,1430,1431],{},"Bolt 流程：",[1082,1433,1434,1437,1440,1443,1446],{},[38,1435,1436],{},"选技术栈（React + Vite + Tailwind）",[38,1438,1439],{},"装依赖（浏览器内 npm install，~30 秒）",[38,1441,1442],{},"写代码（auth \u002F RLS policy \u002F CRUD endpoints）",[38,1444,1445],{},"起 dev server 显示预览",[38,1447,1448],{},"用户在浏览器里就能注册测试",[20,1450,1451],{},"时间：~45 分钟，含手动调整 UI。",[1422,1453,1455],{"id":1454},"任务-2figma-设计稿导入","任务 2：Figma 设计稿导入",[20,1457,1458],{},"Bolt 支持 Figma URL 导入，AI 根据图层结构生成响应式组件。准确率 70% 左右，复杂动效需要手动改。",[1422,1460,1462],{"id":1461},"任务-3一键部署-netlify","任务 3：一键部署 Netlify",[20,1464,1465],{},"完成后点 \"Deploy\"，Bolt 直接推到 Netlify（也支持 Cloudflare Pages）。10 秒后拿到一个可访问 URL，比手动部署省半小时。",[16,1467,1469],{"id":1468},"上手-5-分钟","上手 5 分钟",[1471,1472,1477],"pre",{"className":1473,"code":1475,"language":1476,"meta":1178},[1474],"language-text","1. 浏览器打开 https:\u002F\u002Fbolt.new\n2. 用 GitHub 登录\n3. 输入第一个 prompt（用英文，中文 prompt 偶尔出英文 UI）\n4. 等 30-60 秒看到代码生成 + 预览\n5. 在 Chat 里迭代（\"加一个登录页\"、\"改成深色主题\"）\n6. Connect Supabase（一键）\u002F Connect Netlify（部署）\u002F Push to GitHub（导出）\n","text",[121,1478,1475],{"__ignoreMap":1178},[16,1480,1481],{"id":1481},"同类对比",[482,1483,1484,1501],{},[485,1485,1486],{},[488,1487,1488,1491,1493,1495,1498],{},[491,1489,1490],{},"维度",[491,1492,525],{},[491,1494,1067],{},[491,1496,1497],{},"v0 by Vercel",[491,1499,1500],{},"Replit Agent",[501,1502,1503,1520,1537,1552,1568,1585,1601,1617,1632],{},[488,1504,1505,1508,1511,1514,1517],{},[506,1506,1507],{},"母体",[506,1509,1510],{},"StackBlitz WebContainer",[506,1512,1513],{},"自研（GPT Engineer 派生）",[506,1515,1516],{},"Vercel + shadcn\u002Fui",[506,1518,1519],{},"Replit IDE",[488,1521,1522,1525,1528,1531,1534],{},[506,1523,1524],{},"技术栈",[506,1526,1527],{},"多框架全栈",[506,1529,1530],{},"React + Supabase",[506,1532,1533],{},"React\u002FNext.js only",[506,1535,1536],{},"50+ 语言",[488,1538,1539,1542,1545,1548,1550],{},[506,1540,1541],{},"Runtime",[506,1543,1544],{},"浏览器（WebContainer）",[506,1546,1547],{},"云端",[506,1549,1547],{},[506,1551,1547],{},[488,1553,1554,1557,1560,1562,1565],{},[506,1555,1556],{},"后端",[506,1558,1559],{},"Supabase 一键",[506,1561,1559],{},[506,1563,1564],{},"手动",[506,1566,1567],{},"Replit DB \u002F Postgres",[488,1569,1570,1573,1576,1579,1582],{},[506,1571,1572],{},"部署",[506,1574,1575],{},"Netlify \u002F Cloudflare",[506,1577,1578],{},"Lovable 自家",[506,1580,1581],{},"Vercel",[506,1583,1584],{},"Replit 自家",[488,1586,1587,1590,1592,1595,1598],{},[506,1588,1589],{},"Free 额度",[506,1591,1332],{},[506,1593,1594],{},"5 message\u002F天",[506,1596,1597],{},"$5 credit\u002F月",[506,1599,1600],{},"150K token\u002F天",[488,1602,1603,1606,1608,1611,1614],{},[506,1604,1605],{},"起价",[506,1607,1343],{},[506,1609,1610],{},"$20\u002F月（Starter）",[506,1612,1613],{},"$20\u002F月（Premium）",[506,1615,1616],{},"$20\u002F月（Core）",[488,1618,1619,1622,1625,1627,1629],{},[506,1620,1621],{},"中文",[506,1623,1624],{},"❌",[506,1626,1624],{},[506,1628,1624],{},[506,1630,1631],{},"部分",[488,1633,1634,1637,1640,1643,1646],{},[506,1635,1636],{},"适合",[506,1638,1639],{},"多框架全栈 prototype",[506,1641,1642],{},"非技术 + Supabase MVP",[506,1644,1645],{},"React 前端组件",[506,1647,1648],{},"多语言 + 移动端",[16,1650,1651],{"id":1651},"避坑清单",[1082,1653,1654,1660,1666,1672,1682,1688,1694],{},[38,1655,1656,1659],{},[24,1657,1658],{},"Pro $20 看上去够，实际可能 1 周烧光","。重度 prompt 用户预算到 Pro 50。",[38,1661,1662,1665],{},[24,1663,1664],{},"复杂业务逻辑 AI 容易出错","，比如多角色权限 \u002F 复杂 reducer \u002F 嵌套 state，需要手动接管。",[38,1667,1668,1671],{},[24,1669,1670],{},"Supabase 生产环境另外花钱","：Bolt 帮你接 Supabase，但 Supabase 自己的 Pro $25\u002F月也躲不掉，加上 Bolt 总开销 $45+ 起。",[38,1673,1674,1677,1678,1681],{},[24,1675,1676],{},"导出代码后本地跑可能要补 .env","，Bolt 浏览器内能跑不代表本地 ",[121,1679,1680],{},"npm install + npm run dev"," 直接通——尤其 Supabase key 类配置。",[38,1683,1684,1687],{},[24,1685,1686],{},"国内访问可能慢","，CDN 节点在欧美，第一次加载 WebContainer 可能 30 秒+。",[38,1689,1690,1693],{},[24,1691,1692],{},"WebContainer 不支持所有原生模块","（比如需要 fsevents \u002F native binding 的包），偶尔会撞墙。",[38,1695,1696,1699,1700,1703],{},[24,1697,1698],{},"生成代码不是生产级","，TypeScript 类型偶尔 ",[121,1701,1702],{},"any","、可访问性偶尔缺；适合 0→1，不适合 1→1000。",[16,1705,1707],{"id":1706},"适合-不适合","适合 \u002F 不适合",[20,1709,1710,1711,1714],{},"✅ Indie hacker \u002F hackathon \u002F MVP；非技术创始人；多框架前端 prototype；快速 demo。",[1712,1713],"br",{},"\n❌ 复杂业务逻辑系统；需要长期维护到自有云；中文场景重度依赖；对 token 用量敏感。",[16,1716,1107],{"id":1107},[35,1718,1719,1726,1733],{},[38,1720,1721,1722],{},"配套 playbook：",[1114,1723,1725],{"href":1724},"\u002Fplaybook\u002Fbolt-vs-lovable-vs-v0.html","Bolt vs Lovable vs v0 怎么选",[38,1727,1728,1729],{},"同分类：",[1114,1730,1732],{"href":1731},"\u002Fcoding\u002Fbuilder\u002F","AI 应用 Builder 全分类",[38,1734,1735,1736,1117,1739,1117,1742],{},"替代品：",[1114,1737,1067],{"href":1738},"\u002Fcoding\u002Fbuilder\u002Flovable.html",[1114,1740,547],{"href":1741},"\u002Fcoding\u002Fbuilder\u002Fv0.html",[1114,1743,1500],{"href":1744},"\u002Fcoding\u002Fbuilder\u002Freplit-agent.html",[16,1746,1163],{"id":1163},[35,1748,1749,1756,1763],{},[38,1750,1751,1752],{},"官网：",[1114,1753,1754],{"href":1754,"rel":1755},"https:\u002F\u002Fbolt.new",[1260],[38,1757,1758,1759],{},"融资 \u002F 公司信息：",[1114,1760,1761],{"href":1761,"rel":1762},"https:\u002F\u002Fapp.dealroom.co\u002Fcompanies\u002Fbolt_stackblitz",[1260],[38,1764,1765],{},"第三方评测：vibecoding.app 2026-03 评测、Tool Junction StackBlitz 评测、Metacto 关于 Supabase 真实成本",[1168,1767,1768],{},[20,1769,1770,1771,1773],{},"本卡片由 AIHO 编辑部根据以上公开资料整理，非厂商付费内容；定价与功能以官网为准，欢迎在 ",[1114,1772,1175],{"href":1175}," 反馈更新。",{"title":1178,"searchDepth":1179,"depth":1179,"links":1775},[1776,1777,1778,1779,1784,1785,1786,1787,1788,1789],{"id":1228,"depth":1182,"text":1229},{"id":1252,"depth":1182,"text":1252},{"id":1302,"depth":1182,"text":1302},{"id":1414,"depth":1182,"text":1415,"children":1780},[1781,1782,1783],{"id":1424,"depth":1179,"text":1425},{"id":1454,"depth":1179,"text":1455},{"id":1461,"depth":1179,"text":1462},{"id":1468,"depth":1182,"text":1469},{"id":1481,"depth":1182,"text":1481},{"id":1651,"depth":1182,"text":1651},{"id":1706,"depth":1182,"text":1707},{"id":1107,"depth":1182,"text":1107},{"id":1163,"depth":1182,"text":1163},"builder","\u002Fimg\u002Ftools\u002Fbolt-new.webp","Bolt.new 真实评测：StackBlitz 出品的 AI Web 应用生成器（$20M ARR \u002F 2 个月），WebContainers 让 Node.js 在浏览器里跑、Supabase 一键集成、Figma\u002FGitHub 导入、一键部署 Netlify；2 个月 ARR $20M 不是吹的。",false,[1795,1798,1801,1804,1807,1810],{"q":1796,"a":1797},"Bolt.new 和 StackBlitz 什么关系？","Bolt.new 是 StackBlitz 团队做的 AI 产品，底层用 StackBlitz 的 WebContainers 技术（Node.js 跑在浏览器 WASM 里），所以装依赖、起 dev server、看预览都在浏览器一气呵成，不像 v0 \u002F Lovable 那样要走云端容器。",{"q":1799,"a":1800},"和 Lovable \u002F v0 怎么选？","Bolt 介于「开发者向 Cursor」和「非开发者向 Lovable」之间——你可以一句话不写代码，但全代码也露出在你眼前可改；v0 偏前端组件（React only），Lovable 更聚焦「非技术创始人 + Supabase 后端」。三者都做原型，但 Bolt 的多框架支持最广。",{"q":1802,"a":1803},"Bolt 会爆 token 吗？","会。一个复杂项目重度迭代单 session 能烧 300K token。Pro $20 包含 10M token\u002F月，重项目一周可能烧光，要升到 Pro 50。",{"q":1805,"a":1806},"支持哪些框架？","React \u002F Vue \u002F Svelte \u002F Astro \u002F Next.js \u002F Nuxt \u002F Remix \u002F SolidJS \u002F Angular 全支持。Bolt 是目前框架覆盖最广的 builder。",{"q":1808,"a":1809},"Supabase 集成深吗？","深。一键起 auth + database + storage + RLS（row-level security），不是浮在表面的配置，比手动配舒服很多。",{"q":1811,"a":1812},"可以导出代码吗？","可以。GitHub 一键 push，或者 zip 下载。代码质量比 Lovable 稍干净，可在本地 IDE 接着写。","https:\u002F\u002Fgithub.com\u002Fstackblitz\u002Fbolt.new",[1815],"en",{},[1818,1819,1820,1821],"复杂业务逻辑系统（AI 容易出错）","需要长期维护 \u002F 生产部署到自有云的项目","中文场景重度依赖（UI 全英文）","对 token 配额敏感（重度迭代一周可烧光月度）","\u002Ftools\u002Fcoding\u002Fbuilder\u002Fbolt-new","coding",[1825],"web",[1827,1831,1833,1838],{"plan":1326,"price":1329,"limit":1828,"cn_pay":1829,"note":1830},"每日 ~150K 免费 token，足够探索；项目数有限","—","试用",{"plan":1340,"price":1343,"limit":1832,"cn_pay":1829,"note":1349},"10M token\u002F月（重项目 300K\u002F会话可能一周烧光）",{"plan":1834,"price":1835,"limit":1836,"cn_pay":1829,"note":1837},"Pro 50 \u002F 100 \u002F 200","$50 \u002F $100 \u002F $200\u002F月","26M \u002F 55M \u002F 120M token，按月度用量阶梯","重度 prompt 用户",{"plan":1396,"price":1399,"limit":1839,"cn_pay":1829,"note":1840},"团队、共享项目、协作","团队档","Free \u002F Pro $20\u002F月 \u002F Pro 50 $50 \u002F Pro 100 $100 \u002F Pro 200 $200 \u002F Teams","2026-06-19",[1844,1845],"ai-coding\u002Fbolt-vs-lovable-vs-v0","ai-coding\u002Fmvp-in-one-hour",{"power":1847,"ux":1848,"price":1847,"cn_support":1182,"stability":1847},4,5,{"title":525,"description":1792},[1851,1853,1855,1858],{"title":1852,"url":1754},"Bolt.new 官网",{"title":1854,"url":1761},"StackBlitz \u002F Bolt 融资信息（Dealroom）",{"title":1856,"url":1857},"Bolt.new 评测（vibecoding.app 2026-03）","https:\u002F\u002Fvibecoding.app\u002Fblog\u002Fbolt-new-review",{"title":1859,"url":1860},"Supabase Pricing（Metacto 2026）","https:\u002F\u002Fwww.metacto.com\u002Fblogs\u002Fthe-true-cost-of-supabase-a-comprehensive-guide-to-pricing-integration-and-maintenance","tools\u002Fcoding\u002Fbuilder\u002Fbolt-new",[1863,1864,1865,1866],"Indie hacker \u002F hackathon \u002F MVP 验证","非技术创始人（写 prompt 比写代码顺）","前端为主的项目（Vue \u002F React \u002F Svelte \u002F Astro \u002F Next.js）","需要快速 demo 给投资人 \u002F 客户看","一句话生成全栈 Web 应用，StackBlitz 出品",[1869,1870,1825,1871,1872,1873,1874],"app-generator","fullstack","prototype","supabase","webcontainer","stackblitz","2026-06-24","做原型 \u002F demo \u002F MVP 最快的方式，没有之一。WebContainer 让所有依赖在浏览器里跑、Supabase 直连。正式产品仍需自己在本地 IDE 维护；Bolt 适合一次性生成 + 导出。","Kb5ABBrrPqRiaKpHpZzUc-QWf5TctFO6yW4-OzTBfP8",{"id":1879,"title":1067,"alternatives":1880,"api_compatible":1223,"body":1881,"category":1790,"chinese_friendly":1182,"cover":2487,"description":2488,"domestic":1793,"extension":1196,"faq":2489,"free":1793,"github":1178,"languages":2508,"meta":2509,"models":1223,"navigation":1198,"notSuitable":2510,"opensource":1793,"path":2515,"pillar":1823,"platforms":2516,"priceTable":2517,"pricing":2529,"published":1842,"relatedPlaybooks":2530,"relatedReviews":1223,"score":2532,"self_host":1793,"seo":2533,"seoTitle":1223,"slug":1206,"sources":2534,"stem":2545,"suitable":2546,"tagline":2551,"tags":2552,"updated":1875,"verdict":2555,"website":2435,"__hash__":2556},"tools\u002Ftools\u002Fcoding\u002Fbuilder\u002Flovable.md",[1207,1221,1222],{"type":13,"value":1882,"toc":2471},[1883,1885,1900,1902,1905,1933,1936,2012,2016,2089,2094,2111,2114,2119,2175,2177,2182,2186,2189,2192,2206,2209,2213,2216,2220,2223,2225,2231,2233,2352,2354,2398,2400,2406,2408,2427,2429,2465],[16,1884,1229],{"id":1228},[1231,1886,1888,1897],{"className":1887},[1234,1235,1236],[20,1889,1890,1892,1893,1896],{},[24,1891,1241],{}," Lovable 是「非技术创始人版的 Bolt」——前身 GPT Engineer，2026 ARR 突破 $300M。一句话生成全栈 web 应用 + Supabase 后端 + Lovable 自家部署，",[24,1894,1895],{},"积分制"," 计费、UI 隐藏代码复杂度比 Bolt 更彻底。",[20,1898,1899],{},"可产出物 Bolt 更干净，Lovable 更完整。真实月度 TCO 含 Supabase ≥ $50。",[16,1901,1252],{"id":1252},[20,1903,1904],{},"Lovable 是浏览器内的 AI App Builder：",[35,1906,1907,1913,1918,1923,1928],{},[38,1908,1909,1912],{},[24,1910,1911],{},"形态","：左边 Chat 输需求，右边实时预览，\"非开发者也能用\"是核心定位。",[38,1914,1915,1917],{},[24,1916,1524],{},"：默认 React + Tailwind + Supabase，下层走 GPT-4o \u002F Claude 等。",[38,1919,1920,1922],{},[24,1921,1556],{},"：Supabase 一键 connect（auth + database + storage + edge functions）。",[38,1924,1925,1927],{},[24,1926,1572],{},"：Lovable 自家 cloud，自动域名 + HTTPS，Pro+ 可绑自定义域名。",[38,1929,1930,1932],{},[24,1931,1895],{},"：每个 prompt 消耗 credit，复杂度不同消耗不同；不是 token 也不是 message-quota。",[20,1934,1935],{},"它和 Bolt 经常被一起讨论但定位不一样：",[482,1937,1938,1949],{},[485,1939,1940],{},[488,1941,1942,1945,1947],{},[491,1943,1944],{},"关注点",[491,1946,1067],{},[491,1948,525],{},[501,1950,1951,1962,1973,1984,1995,2004],{},[488,1952,1953,1956,1959],{},[506,1954,1955],{},"目标用户",[506,1957,1958],{},"非技术创始人",[506,1960,1961],{},"开发者 + 非技术",[488,1963,1964,1967,1970],{},[506,1965,1966],{},"代码可见度",[506,1968,1969],{},"隐藏在 IDE 里",[506,1971,1972],{},"始终可见",[488,1974,1975,1978,1981],{},[506,1976,1977],{},"后端整合",[506,1979,1980],{},"Supabase 深度",[506,1982,1983],{},"Supabase 集成",[488,1985,1986,1989,1992],{},[506,1987,1988],{},"框架",[506,1990,1991],{},"React only",[506,1993,1994],{},"多框架",[488,1996,1997,1999,2002],{},[506,1998,1572],{},[506,2000,2001],{},"自家 cloud",[506,2003,1575],{},[488,2005,2006,2008,2010],{},[506,2007,1541],{},[506,2009,1547],{},[506,2011,1544],{},[16,2013,2015],{"id":2014},"价格重点积分-隐性成本","价格（重点：积分 + 隐性成本）",[482,2017,2018,2033],{},[485,2019,2020],{},[488,2021,2022,2024,2027,2030],{},[491,2023,1311],{},[491,2025,2026],{},"显式月费",[491,2028,2029],{},"积分",[491,2031,2032],{},"关键差异",[501,2034,2035,2047,2062,2075],{},[488,2036,2037,2039,2041,2044],{},[506,2038,1326],{},[506,2040,1329],{},[506,2042,2043],{},"每日 5 message",[506,2045,2046],{},"Lovable 子域名",[488,2048,2049,2051,2056,2059],{},[506,2050,1340],{},[506,2052,2053],{},[24,2054,2055],{},"$25\u002F月",[506,2057,2058],{},"100 + 每日 5 bonus（不滚存）",[506,2060,2061],{},"自定义域名 \u002F 优先生成 \u002F top-up",[488,2063,2064,2067,2069,2072],{},[506,2065,2066],{},"Business",[506,2068,1357],{},[506,2070,2071],{},"同 Pro",[506,2073,2074],{},"私有项目 \u002F RBAC \u002F SSO \u002F 优先支持",[488,2076,2077,2080,2083,2086],{},[506,2078,2079],{},"Enterprise",[506,2081,2082],{},"Custom",[506,2084,2085],{},"自议",[506,2087,2088],{},"SCIM \u002F 专属支持 \u002F 自定义集成",[20,2090,2091],{},[24,2092,2093],{},"真实积分消耗参考（来自第三方评测和用户笔记）：",[35,2095,2096,2099,2102,2105,2108],{},[38,2097,2098],{},"改一个按钮颜色：~0.5 credit",[38,2100,2101],{},"删 footer：~0.9 credit",[38,2103,2104],{},"简单修改：~1 credit",[38,2106,2107],{},"初始建项目：~2 credit",[38,2109,2110],{},"一个完整 MVP（含 auth + database + UI）：50-100 credit",[20,2112,2113],{},"100 credit\u002F月只能撑住中等复杂度的一个 MVP；多项目或复杂业务需要 top-up 或 upgrade。",[20,2115,2116],{},[24,2117,2118],{},"真实月度 TCO（容易被忽略的隐性成本）：",[482,2120,2121,2131],{},[485,2122,2123],{},[488,2124,2125,2128],{},[491,2126,2127],{},"项目",[491,2129,2130],{},"金额（年）",[501,2132,2133,2140,2147,2155,2163],{},[488,2134,2135,2137],{},[506,2136,536],{},[506,2138,2139],{},"$300",[488,2141,2142,2145],{},[506,2143,2144],{},"Supabase Pro（生产必须）",[506,2146,2139],{},[488,2148,2149,2152],{},[506,2150,2151],{},"域名",[506,2153,2154],{},"$12",[488,2156,2157,2160],{},[506,2158,2159],{},"Lovable Cloud（2026 推广期后）",[506,2161,2162],{},"~$1200\u002F年（推广 $25\u002F月额度）",[488,2164,2165,2170],{},[506,2166,2167],{},[24,2168,2169],{},"Solo 年度真实 TCO",[506,2171,2172],{},[24,2173,2174],{},"$612-1812",[16,2176,1415],{"id":1414},[1168,2178,2179],{},[20,2180,2181],{},"来源说明：以下场景为 Lovable 官方 demo + 第三方评测（Flowith \u002F Zite \u002F CheckThat.ai 等）的工作流归纳。",[1422,2183,2185],{"id":2184},"任务-11-小时出-saas-mvp含登录-数据库","任务 1：1 小时出 SaaS MVP（含登录 + 数据库）",[20,2187,2188],{},"prompt: \"Build a task management SaaS with email login, projects, and team collaboration. Use Supabase for backend.\"",[20,2190,2191],{},"Lovable 流程：",[1082,2193,2194,2197,2200,2203],{},[38,2195,2196],{},"自动建 Supabase 项目（auth + database table + RLS）",[38,2198,2199],{},"生成 React 前端（路由 + 表单 + dashboard）",[38,2201,2202],{},"连数据 + 起预览",[38,2204,2205],{},"你在 Chat 里继续迭代（\"加 dark mode\"、\"加 team invite 流程\"）",[20,2207,2208],{},"约 60-90 分钟出一个能 demo 的版本，~50 credit。",[1422,2210,2212],{"id":2211},"任务-2figma-转应用","任务 2：Figma 转应用",[20,2214,2215],{},"可上传 Figma URL → 解析布局 → 生成对应 React 组件。准确率 65-75%，复杂动效需要手动改。",[1422,2217,2219],{"id":2218},"任务-3自定义域名-部署","任务 3：自定义域名 + 部署",[20,2221,2222],{},"Pro+ 可连自有域名（DNS CNAME 到 Lovable）。部署一键，HTTPS 自动。流程比 Bolt+Netlify 略简单，但锁定在 Lovable 平台。",[16,2224,1469],{"id":1468},[1471,2226,2229],{"className":2227,"code":2228,"language":1476,"meta":1178},[1474],"1. 浏览器 https:\u002F\u002Flovable.dev\n2. GitHub 登录\n3. 第一个 prompt（英文，描述完整产品需求）\n4. 等 1-3 分钟看到完整应用 + 后端\n5. 试用 + 在 Chat 里迭代\n6. Connect Supabase（一键）\u002F 连自定义域名（Pro+）\u002F Push to GitHub（导出代码）\n",[121,2230,2228],{"__ignoreMap":1178},[16,2232,1481],{"id":1481},[482,2234,2235,2249],{},[485,2236,2237],{},[488,2238,2239,2241,2243,2245,2247],{},[491,2240,1490],{},[491,2242,1067],{},[491,2244,525],{},[491,2246,547],{},[491,2248,1500],{},[501,2250,2251,2264,2281,2296,2310,2324,2339],{},[488,2252,2253,2255,2258,2260,2262],{},[506,2254,1507],{},[506,2256,2257],{},"GPT Engineer 派生",[506,2259,1510],{},[506,2261,1516],{},[506,2263,1519],{},[488,2265,2266,2268,2273,2275,2278],{},[506,2267,1955],{},[506,2269,2270],{},[24,2271,2272],{},"非技术",[506,2274,1961],{},[506,2276,2277],{},"React 开发者",[506,2279,2280],{},"多语言开发者",[488,2282,2283,2286,2288,2291,2294],{},[506,2284,2285],{},"计费模型",[506,2287,1895],{},[506,2289,2290],{},"Token 阶梯",[506,2292,2293],{},"Token + 月费",[506,2295,2293],{},[488,2297,2298,2300,2302,2305,2307],{},[506,2299,1556],{},[506,2301,1980],{},[506,2303,2304],{},"Supabase",[506,2306,1564],{},[506,2308,2309],{},"Replit DB",[488,2311,2312,2314,2316,2319,2321],{},[506,2313,1572],{},[506,2315,2001],{},[506,2317,2318],{},"Netlify",[506,2320,1581],{},[506,2322,2323],{},"Replit",[488,2325,2326,2329,2332,2335,2337],{},[506,2327,2328],{},"自定义域名",[506,2330,2331],{},"Pro+",[506,2333,2334],{},"Netlify 配",[506,2336,1581],{},[506,2338,2323],{},[488,2340,2341,2343,2346,2348,2350],{},[506,2342,1621],{},[506,2344,2345],{},"弱",[506,2347,2345],{},[506,2349,2345],{},[506,2351,1631],{},[16,2353,1651],{"id":1651},[1082,2355,2356,2362,2368,2374,2380,2386,2392],{},[38,2357,2358,2361],{},[24,2359,2360],{},"积分制不直观，先算预算再决定档位","。复杂 MVP 100 credit 紧巴巴，建议 Pro $25 + top-up 或直接 Business $50。",[38,2363,2364,2367],{},[24,2365,2366],{},"Supabase Pro 隐性成本 $25\u002F月","——Free tier 7 天不活跃自动暂停，生产应用必须升 Pro。",[38,2369,2370,2373],{},[24,2371,2372],{},"Lovable Cloud 2026 后期才正式按量计费","，目前 $25\u002F月推广额度到期日不固定，留意账单。",[38,2375,2376,2379],{},[24,2377,2378],{},"生成代码 export 后清理量大","：Lovable 的代码生成痕迹比 Bolt 重，长期维护需手动 cleanup。",[38,2381,2382,2385],{},[24,2383,2384],{},"复杂业务逻辑容易掉链子","：多角色权限、复杂 reducer、嵌套 state——AI 出错率上升，要分多轮 prompt 而非一次写完。",[38,2387,2388,2391],{},[24,2389,2390],{},"退款仅 24 小时窗口","，订阅前先用 Free 跑一遍判断匹配度。",[38,2393,2394,2397],{},[24,2395,2396],{},"i18n 弱","：默认输出英文 UI，多语言项目需要在 prompt 反复强调；中文场景 fallback 到 Bolt + 自己改 UI 或者 Trae 国内版。",[16,2399,1707],{"id":1706},[20,2401,2402,2403,2405],{},"✅ 非技术创始人 \u002F 产品经理；MVP 验证；需要 Supabase 全栈开箱；需要专业 demo URL。",[1712,2404],{},"\n❌ 自定义后端架构；复杂业务逻辑；预算预测敏感；中文重度场景。",[16,2407,1107],{"id":1107},[35,2409,2410,2414,2418],{},[38,2411,1721,2412],{},[1114,2413,1725],{"href":1724},[38,2415,1728,2416],{},[1114,2417,1732],{"href":1731},[38,2419,1735,2420,1117,2423,1117,2425],{},[1114,2421,525],{"href":2422},"\u002Fcoding\u002Fbuilder\u002Fbolt-new.html",[1114,2424,547],{"href":1741},[1114,2426,1500],{"href":1744},[16,2428,1163],{"id":1163},[35,2430,2431,2437,2444,2451,2458],{},[38,2432,1751,2433],{},[1114,2434,2435],{"href":2435,"rel":2436},"https:\u002F\u002Flovable.dev",[1260],[38,2438,2439,2440],{},"定价深度解析：",[1114,2441,2442],{"href":2442,"rel":2443},"https:\u002F\u002Fflowith.io\u002Fblog\u002Flovable-pricing-2026-free-vs-starter-vs-pro",[1260],[38,2445,2446,2447],{},"TCO 分析：",[1114,2448,2449],{"href":2449,"rel":2450},"https:\u002F\u002Fcheckthat.ai\u002Fbrands\u002Flovable\u002Fpricing",[1260],[38,2452,2453,2454],{},"评测：",[1114,2455,2456],{"href":2456,"rel":2457},"https:\u002F\u002Fen.ai-pedias.com\u002Ftools\u002Flovable",[1260],[38,2459,2460,2461],{},"积分 \u002F Cloud 详解：",[1114,2462,2463],{"href":2463,"rel":2464},"https:\u002F\u002Fwww.zite.com\u002Fblog\u002Flovable-pricing",[1260],[1168,2466,2467],{},[20,2468,1770,2469,1773],{},[1114,2470,1175],{"href":1175},{"title":1178,"searchDepth":1179,"depth":1179,"links":2472},[2473,2474,2475,2476,2481,2482,2483,2484,2485,2486],{"id":1228,"depth":1182,"text":1229},{"id":1252,"depth":1182,"text":1252},{"id":2014,"depth":1182,"text":2015},{"id":1414,"depth":1182,"text":1415,"children":2477},[2478,2479,2480],{"id":2184,"depth":1179,"text":2185},{"id":2211,"depth":1179,"text":2212},{"id":2218,"depth":1179,"text":2219},{"id":1468,"depth":1182,"text":1469},{"id":1481,"depth":1182,"text":1481},{"id":1651,"depth":1182,"text":1651},{"id":1706,"depth":1182,"text":1707},{"id":1107,"depth":1182,"text":1107},{"id":1163,"depth":1182,"text":1163},"\u002Fimg\u002Ftools\u002Flovable.webp","Lovable 真实评测：前身 GPT Engineer，从 prompt 到全栈应用 + Supabase 后端的 AI Builder。2026 年 ARR 突破 $300M；积分计费、Cloud \u002F AI 一体化、4 档套餐 + 隐性 Supabase \u002F 域名成本，含真实 TCO 分析与避坑清单。",[2490,2493,2496,2499,2502,2505],{"q":2491,"a":2492},"Lovable 和 Bolt 怎么选？","Lovable 更非技术友好（UI \u002F 隐藏复杂度更彻底），Supabase 整合更深、有完整的 auth \u002F database \u002F 部署一条龙；Bolt 让你看到代码、多框架支持、WebContainer 在浏览器内跑。非技术创始人选 Lovable，开发者优先 Bolt。",{"q":2494,"a":2495},"积分制怎么算？","Lovable 用积分（credit）而非 token。简单操作（改按钮颜色）~0.5 credit、删 footer ~0.9、初始建项目 ~2 credit。Pro $25\u002F月含 100 credit + 每日 5 bonus（不滚存）。复杂 MVP 单个完整流程 ~50-100 credit，能撑住但要节制。",{"q":2497,"a":2498},"真实月度成本是多少？","Lovable Pro $25 + Supabase Pro $25\u002F月 + 域名 $1\u002F月 ≈ $51\u002F月。生产应用通常更高（Supabase 用量超 + Lovable Cloud 推广期结束后 $25\u002F月起的 hosting）。Solo dev 真实 TCO 一年 $612-912。",{"q":2500,"a":2501},"Lovable Cloud 是什么？","Lovable 2026 推出的全栈托管平台，含数据库（Supabase）+ 文件存储 + AI 集成。订阅含 $25\u002F月 Cloud 推广额度 + $1\u002F月 AI 额度（promotional），到期后按用量计费。",{"q":2503,"a":2504},"支持中文 prompt 吗？","支持但 UI 全英文。生成的 UI 默认英文，需要在 prompt 里明确指定语言。i18n 支持较弱，建议英文项目优先。",{"q":2506,"a":2507},"代码可导出吗？","Pro+ 支持 GitHub 同步导出。代码质量介于 Bolt 和 Replit 之间——可读但生成痕迹明显，导出后需要 cleanup 才适合长期维护。",[1815],{},[2511,2512,2513,2514],"需要自定义后端架构（Supabase 之外）","复杂业务逻辑（积分会快速消耗）","对预算预测敏感（积分制不直观）","中文重度场景","\u002Ftools\u002Fcoding\u002Fbuilder\u002Flovable",[1825],[2518,2520,2523,2526],{"plan":1326,"price":1329,"limit":2519,"cn_pay":1829,"note":1830},"每日 5 message、1-2 个项目、Lovable 子域名",{"plan":1340,"price":2521,"limit":2522,"cn_pay":1829,"note":1349},"$25\u002F月（最新文档 $20-25 浮动）","~100 message\u002F月、每日 5 bonus、自定义域名、top-up 可购",{"plan":2066,"price":1357,"limit":2524,"cn_pay":1829,"note":2525},"私有项目、RBAC、SSO、优先支持","团队 \u002F 合规",{"plan":2079,"price":2082,"limit":2527,"cn_pay":1829,"note":2528},"SCIM、专属支持、onboarding、自定义集成","大企业","Free \u002F Pro $25\u002F月 \u002F Business $50\u002F月 \u002F Enterprise",[1844,2531],"ai-coding\u002Fmvp-credit-budget",{"power":1847,"ux":1847,"price":1179,"cn_support":1182,"stability":1179},{"title":1067,"description":2488},[2535,2537,2539,2541,2543],{"title":2536,"url":2435},"Lovable 官网",{"title":2538,"url":2442},"Lovable 定价深度解析（Flowith 2026）",{"title":2540,"url":2449},"Lovable Pricing TCO 分析（CheckThat.ai 2026）",{"title":2542,"url":2456},"Lovable 评测（AIpedia 2026-06）",{"title":2544,"url":2463},"Lovable 积分 \u002F Cloud 详解（Zite 2026-02）","tools\u002Fcoding\u002Fbuilder\u002Flovable",[2547,2548,2549,2550],"非技术创始人 \u002F 产品经理（不想看代码）","MVP 验证（写 prompt 比写代码顺）","需要 Supabase 全栈后端开箱即用","需要专业可见性（自定义域名 + 公开 demo）","前 GPT Engineer，从 prompt 到全栈应用 + Supabase 后端",[1869,1871,1870,2553,1872,2554],"visual","credit-based","和 Bolt 定位相近，但更偏「非技术创始人 + Supabase 后端 + 完整产品」。可产出物 Bolt 更干净，Lovable 更完整；积分制需要预算预测，月度真实 TCO 含 Supabase 至少 $50+。","tb0FYHjIatH3o2bAv57h4qwfRMNSdm7uTWSIL8ZhpF0",{"id":2558,"title":699,"alternatives":2559,"api_compatible":1223,"body":2562,"category":3534,"chinese_friendly":1179,"cover":3535,"description":3536,"domestic":1793,"extension":1196,"faq":1223,"free":1793,"github":3018,"languages":3537,"meta":3539,"models":1223,"navigation":1198,"notSuitable":1223,"opensource":1198,"path":3540,"pillar":1823,"platforms":3541,"priceTable":3545,"pricing":3555,"published":3556,"relatedPlaybooks":1223,"relatedReviews":1223,"score":3557,"self_host":1198,"seo":3558,"seoTitle":1223,"slug":1205,"sources":3559,"stem":3572,"suitable":1223,"tagline":3573,"tags":3574,"updated":1875,"verdict":3579,"website":3466,"__hash__":3580},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Faider.md",[1204,2560,2561],"coding\u002Fcli\u002Fcodex","coding\u002Fcli\u002Fcline",{"type":13,"value":2563,"toc":3517},[2564,2566,2588,2593,2596,2600,2603,2640,2644,2653,2673,2676,2727,2732,2735,2743,2819,2822,2826,2829,2831,3005,3008,3053,3065,3068,3106,3109,3244,3249,3271,3273,3370,3372,3375,3401,3404,3418,3420,3458,3460,3507,3513],[16,2565,1229],{"id":1228},[1231,2567,2569,2578],{"className":2568},[1234,1235,1236],[20,2570,2571,2573,2574,2577],{},[24,2572,1241],{}," Aider 把 \"AI 编辑代码\" 这件事拆成了 git 操作——每次对话结束自动 commit，回滚一行 ",[121,2575,2576],{},"git reset --hard HEAD~1"," 就行。没有 GUI、没有 IDE 插件、没有 Composer 那种漂亮 diff 面板，但你能拿到对开源项目最友好的工作流：bring your own key、bring your own model、bring your own editor。",[20,2579,2580,2581,2584,2585,2587],{},"代价是",[24,2582,2583],{},"学习曲线最陡","。第一次跑起来要花 10 分钟读文档，但跑顺了之后 ",[1114,2586,580],{"href":1123}," 用户都觉得\"为啥不直接 aider\"。",[1168,2589,2590],{},[20,2591,2592],{},"来源说明：本文事实点基于 aider.chat 官方文档（modes.html \u002F llms.html \u002F HISTORY.html）和 GitHub 仓库归纳，命令、参数、模型列表以官方为准。",[16,2594,2595],{"id":2595},"核心特性",[1422,2597,2599],{"id":2598},"git-原生每次改动-一次-commit","Git 原生：每次改动 = 一次 commit",[20,2601,2602],{},"这是 Aider 与所有竞品的最大区别。其他 AI 编程工具改完文件丢给你看 diff，让你手动 stage \u002F commit；Aider 把 git 集成到工作流里：",[35,2604,2605,2616,2626,2637],{},[38,2606,2607,2608,2611,2612,2615],{},"每次对话改完代码，自动 ",[121,2609,2610],{},"git add"," + ",[121,2613,2614],{},"git commit","，commit message 由 weak-model 生成",[38,2617,2618,2619,2622,2623],{},"想撤回上一步：",[121,2620,2621],{},"\u002Fundo"," 或者直接 ",[121,2624,2625],{},"git reset",[38,2627,2628,2629,2632,2633,2636],{},"改坏了想从分叉点重来：",[121,2630,2631],{},"git checkout \u003Chash>"," 后继续 ",[121,2634,2635],{},"aider","，对话上下文还在",[38,2638,2639],{},"这也是为什么官方推荐 Aider 用在 git 仓库里——非 git 目录功能受限",[1422,2641,2643],{"id":2642},"architect-模式两个模型分工","Architect 模式：两个模型分工",[20,2645,2646,2647,2652],{},"Architect 模式把\"想方案\"和\"写代码\"拆给两个模型——根据 ",[1114,2648,2651],{"href":2649,"rel":2650},"https:\u002F\u002Faider.chat\u002Fdocs\u002Fusage\u002Fmodes.html",[1260],"官方 modes 文档","：",[35,2654,2655,2661,2667],{},[38,2656,2657,2660],{},[121,2658,2659],{},"--model","（architect）：负责高层方案推理。适合 o1 \u002F o3 \u002F DeepSeek R1 \u002F Claude Opus 这类强推理模型",[38,2662,2663,2666],{},[121,2664,2665],{},"--editor-model","：负责把方案落地成具体文件 diff。适合 GPT-4o \u002F Claude Sonnet 这类编辑能力强但推理一般的模型",[38,2668,2669,2672],{},[121,2670,2671],{},"--weak-model","（可选）：用来生成 commit message \u002F 简单重构。可以指定便宜模型省钱",[20,2674,2675],{},"启动示例：",[1471,2677,2681],{"className":2678,"code":2679,"language":2680,"meta":1178,"style":1178},"language-bash shiki shiki-themes github-light github-dark","aider --architect \\\n  --model deepseek\u002Fdeepseek-reasoner \\\n  --editor-model claude-3-5-sonnet-20241022 \\\n  --weak-model gpt-4o-mini\n","bash",[121,2682,2683,2698,2709,2719],{"__ignoreMap":1178},[2684,2685,2688,2691,2695],"span",{"class":2686,"line":2687},"line",1,[2684,2689,2635],{"class":2690},"sScJk",[2684,2692,2694],{"class":2693},"sj4cs"," --architect",[2684,2696,2697],{"class":2693}," \\\n",[2684,2699,2700,2703,2707],{"class":2686,"line":1182},[2684,2701,2702],{"class":2693},"  --model",[2684,2704,2706],{"class":2705},"sZZnC"," deepseek\u002Fdeepseek-reasoner",[2684,2708,2697],{"class":2693},[2684,2710,2711,2714,2717],{"class":2686,"line":1179},[2684,2712,2713],{"class":2693},"  --editor-model",[2684,2715,2716],{"class":2705}," claude-3-5-sonnet-20241022",[2684,2718,2697],{"class":2693},[2684,2720,2721,2724],{"class":2686,"line":1847},[2684,2722,2723],{"class":2693},"  --weak-model",[2684,2725,2726],{"class":2705}," gpt-4o-mini\n",[1168,2728,2729],{},[20,2730,2731],{},"据 Aider 官方 benchmark，DeepSeek R1（架构师）+ Claude 3.5 Sonnet（编辑器）的 Architect 组合，比任一模型单跑高约 10%。本数据来自 aider.chat\u002FHISTORY.html 与 pixelsham.com 的 2025-07 评测笔记。",[1422,2733,2734],{"id":2734},"几乎能接所有模型",[20,2736,2737,2742],{},[1114,2738,2741],{"href":2739,"rel":2740},"https:\u002F\u002Faider.chat\u002Fdocs\u002Fllms.html",[1260],"Aider 官方推荐"," 的\"最佳模型清单\"：",[482,2744,2745,2758],{},[485,2746,2747],{},[488,2748,2749,2752,2755],{},[491,2750,2751],{},"厂商",[491,2753,2754],{},"推荐模型",[491,2756,2757],{},"备注",[501,2759,2760,2771,2782,2793,2808],{},[488,2761,2762,2765,2768],{},[506,2763,2764],{},"Anthropic",[506,2766,2767],{},"Claude Sonnet 4 \u002F 3.7 Sonnet",[506,2769,2770],{},"编辑能力最稳",[488,2772,2773,2776,2779],{},[506,2774,2775],{},"Google",[506,2777,2778],{},"Gemini 2.5 Pro",[506,2780,2781],{},"超长上下文",[488,2783,2784,2787,2790],{},[506,2785,2786],{},"DeepSeek",[506,2788,2789],{},"R1 + V3",[506,2791,2792],{},"性价比之王",[488,2794,2795,2798,2805],{},[506,2796,2797],{},"OpenAI",[506,2799,2800,2801],{},"o3 \u002F o4-mini \u002F GPT-4.1 \u002F ",[1114,2802,2804],{"href":2803},"\u002Fmodels\u002Fgpt-5.html","GPT-5",[506,2806,2807],{},"reasoning 路径",[488,2809,2810,2813,2816],{},[506,2811,2812],{},"本地",[506,2814,2815],{},"Ollama \u002F LM Studio 兼容 OpenAI API",[506,2817,2818],{},"完全离线",[20,2820,2821],{},"接入方式靠 LiteLLM 适配层，OpenRouter \u002F Bedrock \u002F Vertex \u002F xAI \u002F Groq \u002F Cohere \u002F Azure \u002F 私有 OpenAI 兼容端点 都支持——你能想到的 base_url，基本都行。",[1422,2823,2825],{"id":2824},"repo-map上下文召回的核心机制","Repo map：上下文召回的核心机制",[20,2827,2828],{},"Aider 用 tree-sitter 解析整个 git 仓库，生成一份压缩版的 \"repo map\"——把符号定义、函数签名、类层级提取出来塞进 prompt。模型不需要看到所有源代码就能理解项目结构。这是 Aider 在 polyglot benchmark 上能打过很多带 Composer 的工具的关键原因。",[16,2830,1469],{"id":1468},[1471,2832,2834],{"className":2678,"code":2833,"language":2680,"meta":1178,"style":1178},"# 1. 安装（要 Python 3.9+）\npython -m pip install -U --upgrade-strategy only-if-needed aider-chat\n\n# 2. 进入 git 仓库\ncd your-project\n\n# 3. 设置 API key（任选其一）\nexport ANTHROPIC_API_KEY=sk-ant-...\nexport DEEPSEEK_API_KEY=sk-...\nexport OPENAI_API_KEY=sk-...\n\n# 4. 启动（默认会用环境变量里第一个能识别的 key）\naider\n\n# 或指定模型\naider --model deepseek\u002Fdeepseek-chat\naider --model claude-3-5-sonnet-20241022\n\n# 5. 在 aider 里直接用自然语言下指令\n> 把 server\u002Fapi\u002Fuser.ts 里的 getUserById 改成支持批量查询\n",[121,2835,2836,2842,2868,2873,2878,2886,2891,2897,2914,2927,2939,2944,2949,2954,2959,2964,2975,2985,2990,2996],{"__ignoreMap":1178},[2684,2837,2838],{"class":2686,"line":2687},[2684,2839,2841],{"class":2840},"sJ8bj","# 1. 安装（要 Python 3.9+）\n",[2684,2843,2844,2847,2850,2853,2856,2859,2862,2865],{"class":2686,"line":1182},[2684,2845,2846],{"class":2690},"python",[2684,2848,2849],{"class":2693}," -m",[2684,2851,2852],{"class":2705}," pip",[2684,2854,2855],{"class":2705}," install",[2684,2857,2858],{"class":2693}," -U",[2684,2860,2861],{"class":2693}," --upgrade-strategy",[2684,2863,2864],{"class":2705}," only-if-needed",[2684,2866,2867],{"class":2705}," aider-chat\n",[2684,2869,2870],{"class":2686,"line":1179},[2684,2871,2872],{"emptyLinePlaceholder":1198},"\n",[2684,2874,2875],{"class":2686,"line":1847},[2684,2876,2877],{"class":2840},"# 2. 进入 git 仓库\n",[2684,2879,2880,2883],{"class":2686,"line":1848},[2684,2881,2882],{"class":2693},"cd",[2684,2884,2885],{"class":2705}," your-project\n",[2684,2887,2889],{"class":2686,"line":2888},6,[2684,2890,2872],{"emptyLinePlaceholder":1198},[2684,2892,2894],{"class":2686,"line":2893},7,[2684,2895,2896],{"class":2840},"# 3. 设置 API key（任选其一）\n",[2684,2898,2900,2904,2908,2911],{"class":2686,"line":2899},8,[2684,2901,2903],{"class":2902},"szBVR","export",[2684,2905,2907],{"class":2906},"sVt8B"," ANTHROPIC_API_KEY",[2684,2909,2910],{"class":2902},"=",[2684,2912,2913],{"class":2906},"sk-ant-...\n",[2684,2915,2917,2919,2922,2924],{"class":2686,"line":2916},9,[2684,2918,2903],{"class":2902},[2684,2920,2921],{"class":2906}," DEEPSEEK_API_KEY",[2684,2923,2910],{"class":2902},[2684,2925,2926],{"class":2906},"sk-...\n",[2684,2928,2930,2932,2935,2937],{"class":2686,"line":2929},10,[2684,2931,2903],{"class":2902},[2684,2933,2934],{"class":2906}," OPENAI_API_KEY",[2684,2936,2910],{"class":2902},[2684,2938,2926],{"class":2906},[2684,2940,2942],{"class":2686,"line":2941},11,[2684,2943,2872],{"emptyLinePlaceholder":1198},[2684,2945,2946],{"class":2686,"line":5},[2684,2947,2948],{"class":2840},"# 4. 启动（默认会用环境变量里第一个能识别的 key）\n",[2684,2950,2951],{"class":2686,"line":8},[2684,2952,2953],{"class":2690},"aider\n",[2684,2955,2957],{"class":2686,"line":2956},14,[2684,2958,2872],{"emptyLinePlaceholder":1198},[2684,2960,2961],{"class":2686,"line":7},[2684,2962,2963],{"class":2840},"# 或指定模型\n",[2684,2965,2967,2969,2972],{"class":2686,"line":2966},16,[2684,2968,2635],{"class":2690},[2684,2970,2971],{"class":2693}," --model",[2684,2973,2974],{"class":2705}," deepseek\u002Fdeepseek-chat\n",[2684,2976,2978,2980,2982],{"class":2686,"line":2977},17,[2684,2979,2635],{"class":2690},[2684,2981,2971],{"class":2693},[2684,2983,2984],{"class":2705}," claude-3-5-sonnet-20241022\n",[2684,2986,2988],{"class":2686,"line":2987},18,[2684,2989,2872],{"emptyLinePlaceholder":1198},[2684,2991,2993],{"class":2686,"line":2992},19,[2684,2994,2995],{"class":2840},"# 5. 在 aider 里直接用自然语言下指令\n",[2684,2997,2999,3002],{"class":2686,"line":2998},20,[2684,3000,3001],{"class":2902},">",[2684,3003,3004],{"class":2906}," 把 server\u002Fapi\u002Fuser.ts 里的 getUserById 改成支持批量查询\n",[16,3006,3007],{"id":3007},"价格与运行成本",[35,3009,3010,3022,3036],{},[38,3011,3012,3015,3016,3021],{},[24,3013,3014],{},"Aider 本体","：开源免费（",[1114,3017,3020],{"href":3018,"rel":3019},"https:\u002F\u002Fgithub.com\u002FAider-AI\u002Faider",[1260],"Apache 2.0 协议","，根据官方 GitHub 仓库 LICENSE）",[38,3023,3024,3027,3028,3030,3031,3035],{},[24,3025,3026],{},"真正的成本是模型 API key","：100% 自带——这是 Aider 与 ",[1114,3029,1040],{"href":1116}," \u002F ",[1114,3032,3034],{"href":3033},"\u002Fcoding\u002Fide\u002Fwindsurf.html","Windsurf"," 最大的商业模式差异",[38,3037,3038,3039],{},"单次会话典型消耗：\n",[35,3040,3041,3044,3047],{},[38,3042,3043],{},"用 Sonnet 4 改 1 个中型 PR（10-15 文件）：约 $0.5-2 美元",[38,3045,3046],{},"用 DeepSeek-V3 同等任务：约 $0.05-0.2 美元",[38,3048,3049,3050,3052],{},"用 ",[1114,3051,2804],{"href":2803}," reasoning：根据推理深度，可能到 $3-8",[20,3054,3055,3056,2611,3060,3064],{},"走 ",[1114,3057,3059],{"href":3058},"\u002Fmodels\u002Fdeepseek-v3.html","DeepSeek-V3",[1114,3061,3063],{"href":2649,"rel":3062},[1260],"Architect 模式"," 是当前性价比最高的组合，国内付款也直接。",[16,3066,3067],{"id":3067},"国内使用注意事项",[1082,3069,3070,3079,3085,3100],{},[38,3071,3072,3075,3076],{},[24,3073,3074],{},"直连 OpenAI \u002F Anthropic 需要代理","——Aider 没有内置代理设置，靠环境变量 ",[121,3077,3078],{},"HTTPS_PROXY",[38,3080,3081,3084],{},[24,3082,3083],{},"DeepSeek \u002F Qwen \u002F GLM 直连无障碍","——国内付款，国内带宽，体验最好",[38,3086,3087,3090,3091,3094,3095,3099],{},[24,3088,3089],{},"支持自定义 base_url","：通过 ",[121,3092,3093],{},"OPENAI_API_BASE"," 环境变量接 ",[1114,3096,3098],{"href":3097},"\u002Fcoding\u002Fapi\u002Fone-api.html","国内中转 \u002F 硅基流动 \u002F OneAPI"," 都行",[38,3101,3102,3105],{},[24,3103,3104],{},"Ollama 本地模型零网络依赖","——隐私场景首选，模型质量取决于本机",[16,3107,3108],{"id":3108},"与同类怎么选",[482,3110,3111,3135],{},[485,3112,3113],{},[488,3114,3115,3117,3119,3123,3129],{},[491,3116,1490],{},[491,3118,699],{},[491,3120,3121],{},[1114,3122,580],{"href":1123},[491,3124,3125],{},[1114,3126,3128],{"href":3127},"\u002Fcoding\u002Fcli\u002Fcodex.html","Codex CLI",[491,3130,3131],{},[1114,3132,3134],{"href":3133},"\u002Fcoding\u002Fcli\u002Fcline.html","Cline",[501,3136,3137,3151,3167,3183,3199,3213,3227],{},[488,3138,3139,3142,3145,3147,3149],{},[506,3140,3141],{},"开源",[506,3143,3144],{},"✅",[506,3146,1624],{},[506,3148,1624],{},[506,3150,3144],{},[488,3152,3153,3156,3159,3162,3165],{},[506,3154,3155],{},"模型选择",[506,3157,3158],{},"任意",[506,3160,3161],{},"仅 Anthropic",[506,3163,3164],{},"仅 OpenAI",[506,3166,3158],{},[488,3168,3169,3172,3175,3178,3181],{},[506,3170,3171],{},"自带 API key",[506,3173,3174],{},"✅ 必须",[506,3176,3177],{},"可选（订阅替代）",[506,3179,3180],{},"可选",[506,3182,3174],{},[488,3184,3185,3188,3191,3194,3197],{},[506,3186,3187],{},"Git 集成",[506,3189,3190],{},"★★★★★",[506,3192,3193],{},"★★★☆☆",[506,3195,3196],{},"★★☆☆☆",[506,3198,3193],{},[488,3200,3201,3204,3207,3209,3211],{},[506,3202,3203],{},"学习曲线",[506,3205,3206],{},"★★★★☆ 陡",[506,3208,3196],{},[506,3210,3196],{},[506,3212,3193],{},[488,3214,3215,3218,3221,3223,3225],{},[506,3216,3217],{},"Architect 双模型",[506,3219,3220],{},"✅ 原生",[506,3222,1624],{},[506,3224,1624],{},[506,3226,1624],{},[488,3228,3229,3232,3235,3238,3241],{},[506,3230,3231],{},"VS Code 集成",[506,3233,3234],{},"通过第三方插件",[506,3236,3237],{},"通过 Cursor 等",[506,3239,3240],{},"仅 CLI",[506,3242,3243],{},"★★★★★ 原生",[20,3245,3246,2652],{},[24,3247,3248],{},"怎么选",[35,3250,3251,3254,3259,3264],{},[38,3252,3253],{},"不想被锁在某家厂商，要随时切换 DeepSeek \u002F Claude \u002F GPT → Aider",[38,3255,3256,3257],{},"已经买 Claude Pro \u002F Max 订阅 → ",[1114,3258,580],{"href":1123},[38,3260,3261,3262],{},"已经买 ChatGPT Plus \u002F Pro → ",[1114,3263,3128],{"href":3127},[38,3265,3266,3267,3030,3269],{},"习惯 VS Code 不想离开 GUI → ",[1114,3268,3134],{"href":3133},[1114,3270,1040],{"href":1116},[16,3272,1651],{"id":1651},[35,3274,3275,3288,3304,3323,3332,3348,3356],{},[38,3276,3277,3280,3281,3284,3285,3287],{},[24,3278,3279],{},"没在 git 仓库里跑会被警告","：Aider 强烈建议你 ",[121,3282,3283],{},"git init"," 后再用，否则 ",[121,3286,2621],{}," 不能用，自动 commit 也无意义。",[38,3289,3290,3296,3297,3299,3300,3303],{},[24,3291,3292,3295],{},[121,3293,3294],{},"\u002Fadd"," 之前的文件不会被 Aider 看见","：和 Cursor ",[121,3298,389],{}," 不同，Aider 默认只看 repo map，需要修改的文件要 ",[121,3301,3302],{},"\u002Fadd path\u002Fto\u002Ffile"," 显式加入对话。这是新手最容易卡住的地方。",[38,3305,3306,3309,3310,3315,3316,3319,3320,3322],{},[24,3307,3308],{},"Architect 模式有 prompt injection 风险","：根据 GitHub issue ",[1114,3311,3314],{"href":3312,"rel":3313},"https:\u002F\u002Fgithub.com\u002FAider-AI\u002Faider\u002Fissues\u002F5058",[1260],"#5058","（2026 年 4 月报告），如果让 architect 读取 untrusted 仓库（如 README 被人塞了攻击指令），可能被诱导让 editor 生成后门代码。建议：在 ",[121,3317,3318],{},"--yes"," 自动接受前确认 architect 输出；不要在不可信项目上开 architect mode + ",[121,3321,3318],{}," 组合。",[38,3324,3325,3331],{},[24,3326,3327,3330],{},[121,3328,3329],{},"--yes-always"," 太激进","：会跳过所有确认，包括\"是否要把这个文件加入 chat\"——容易让 Aider 偷偷读你不想给模型看的文件。生产环境慎用。",[38,3333,3334,3337,3338,3341,3342,3347],{},[24,3335,3336],{},"token 限制错误的判断不可靠","：Ollama 本地模型超 context 不会报错而是静默截断，会让你以为\"模型忘了我加的文件\"。明确配置 ",[121,3339,3340],{},"num_ctx","（见 ",[1114,3343,3346],{"href":3344,"rel":3345},"https:\u002F\u002Faider.chat\u002F2025\u002F01\u002F28\u002Fdeepseek-down.html",[1260],"DeepSeek alternative providers 一文","）。",[38,3349,3350,3355],{},[24,3351,3352,3354],{},[121,3353,2665],{}," 比想象重要","：架构师推理再强，editor 写不出合法 diff 一样白搭。优先选 Claude Sonnet 系列做 editor，不要让推理模型自己做 editor。",[38,3357,3358,3361,3362,3365,3366,3369],{},[24,3359,3360],{},"中文 commit message 默认不开","：可以 ",[121,3363,3364],{},"aider --commit-prompt \"...中文....\""," 或 ",[121,3367,3368],{},".aider.conf.yml"," 配置中改。",[16,3371,1707],{"id":1706},[20,3373,3374],{},"✅ 适合：",[35,3376,3377,3380,3383,3386,3389,3392],{},[38,3378,3379],{},"命令行重度用户、tmux \u002F Neovim 工作流",[38,3381,3382],{},"多模型试用 \u002F 比价场景（一行命令切换）",[38,3384,3385],{},"开源项目维护者（git 工作流原生融入）",[38,3387,3388],{},"想要完全离线（Ollama + 本地模型）",[38,3390,3391],{},"对 token 成本敏感（DeepSeek + Aider 组合极便宜）",[38,3393,3394,3395,3400],{},"跨语言项目（",[1114,3396,3399],{"href":3397,"rel":3398},"https:\u002F\u002Faider.chat\u002Fdocs\u002Flanguages.html",[1260],"官方支持 100+ 语言","）",[20,3402,3403],{},"❌ 不适合：",[35,3405,3406,3409,3412,3415],{},[38,3407,3408],{},"习惯 GUI \u002F 不愿读命令行文档的人",[38,3410,3411],{},"想\"一键智能\"、不愿配置环境变量",[38,3413,3414],{},"团队协作场景（没有共享 sessions \u002F 协作 UI）",[38,3416,3417],{},"Windows 纯小白（虽然能跑，但 Python 环境 + git CLI 双依赖门槛高）",[16,3419,1107],{"id":1107},[35,3421,3422,3431,3440,3451],{},[38,3423,3424,3425,3030,3427,3030,3429],{},"同类对比：",[1114,3426,580],{"href":1123},[1114,3428,3128],{"href":3127},[1114,3430,3134],{"href":3133},[38,3432,3433,3434,3030,3438],{},"推理模型选择：",[1114,3435,3437],{"href":3436},"\u002Fmodels\u002Fdeepseek-r1.html","DeepSeek R1",[1114,3439,2804],{"href":2803},[38,3441,3442,3443,3030,3447],{},"协议生态：",[1114,3444,3446],{"href":3445},"\u002Fwiki\u002Fmcp.html","MCP",[1114,3448,3450],{"href":3449},"\u002Fwiki\u002Ffunction-calling.html","Function Calling",[38,3452,3453,3454],{},"工作流：",[1114,3455,3457],{"href":3456},"\u002Fwiki\u002Fcontext-engineering.html","Context Engineering",[16,3459,1163],{"id":1163},[35,3461,3462,3468,3475,3481,3487,3493,3500],{},[38,3463,1751,3464],{},[1114,3465,3466],{"href":3466,"rel":3467},"https:\u002F\u002Faider.chat",[1260],[38,3469,3470,3471],{},"官方文档：",[1114,3472,3473],{"href":3473,"rel":3474},"https:\u002F\u002Faider.chat\u002Fdocs\u002F",[1260],[38,3476,3477,3478],{},"Chat Modes 文档：",[1114,3479,2649],{"href":2649,"rel":3480},[1260],[38,3482,3483,3484],{},"LLM 兼容列表：",[1114,3485,2739],{"href":2739,"rel":3486},[1260],[38,3488,3489,3490],{},"GitHub：",[1114,3491,3018],{"href":3018,"rel":3492},[1260],[38,3494,3495,3496],{},"发布历史：",[1114,3497,3498],{"href":3498,"rel":3499},"https:\u002F\u002Faider.chat\u002FHISTORY.html",[1260],[38,3501,3502,3503],{},"PyPI：",[1114,3504,3505],{"href":3505,"rel":3506},"https:\u002F\u002Fpypi.org\u002Fproject\u002Faider-chat",[1260],[20,3508,3509,3510,3512],{},"本卡片由 AIHO 编辑部根据官方公开资料整理。如有更新请通过 ",[1114,3511,1175],{"href":1175}," 反馈。",[3514,3515,3516],"style",{},"html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}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}html pre.shiki code .szBVR, html code.shiki .szBVR{--shiki-default:#D73A49;--shiki-dark:#F97583}html pre.shiki code .sVt8B, html code.shiki .sVt8B{--shiki-default:#24292E;--shiki-dark:#E1E4E8}",{"title":1178,"searchDepth":1179,"depth":1179,"links":3518},[3519,3520,3526,3527,3528,3529,3530,3531,3532,3533],{"id":1228,"depth":1182,"text":1229},{"id":2595,"depth":1182,"text":2595,"children":3521},[3522,3523,3524,3525],{"id":2598,"depth":1179,"text":2599},{"id":2642,"depth":1179,"text":2643},{"id":2734,"depth":1179,"text":2734},{"id":2824,"depth":1179,"text":2825},{"id":1468,"depth":1182,"text":1469},{"id":3007,"depth":1182,"text":3007},{"id":3067,"depth":1182,"text":3067},{"id":3108,"depth":1182,"text":3108},{"id":1651,"depth":1182,"text":1651},{"id":1706,"depth":1182,"text":1707},{"id":1107,"depth":1182,"text":1107},{"id":1163,"depth":1182,"text":1163},"cli","\u002Fimg\u002Ftools\u002Faider.webp","Aider 真实评测：Git 原生 AI 编程 CLI，每次改动自动 commit、回滚成本极低。AIHO 编辑部基于官方文档与社区资料整理，含 Architect 双模型模式、支持模型清单、安装与配置实操。",[3538,1815],"zh",{},"\u002Ftools\u002Fcoding\u002Fcli\u002Faider",[3542,3543,3544],"windows","macos","linux",[3546,3550],{"plan":3547,"price":1329,"features":3548,"notes":3549},"开源版（pip 安装）","全部功能 + Architect 双模型 + 任意 LLM（OpenAI \u002F Anthropic \u002F Gemini \u002F DeepSeek \u002F 本地）+ Git 自动 commit","Apache 2.0 \u002F 自带 API key",{"plan":3551,"price":3552,"features":3553,"notes":3554},"模型 API 调用费","按量","实际花销 = 你接的模型计费（DeepSeek 极便宜 \u002F Claude Sonnet 中等 \u002F GPT-4o 较贵）","Aider 本身不收费，只产生模型 token 费","开源免费 \u002F 自带 API key","2026-06-18",{"power":1847,"ux":1179,"price":1848,"cn_support":1179,"stability":1848},{"title":699,"description":3536},[3560,3562,3564,3566,3568,3570],{"title":3561,"url":3473},"Aider 官方文档",{"title":3563,"url":2649},"Aider Chat Modes 文档",{"title":3565,"url":2739},"Aider 支持的 LLM 列表",{"title":3567,"url":3018},"Aider GitHub 仓库",{"title":3569,"url":3498},"Aider Release History",{"title":3571,"url":3505},"PyPI: aider-chat","tools\u002Fcoding\u002Fcli\u002Faider","Git 原生 AI 编程 CLI，commit 即动作",[3534,3575,3576,3577,3578],"agent","opensource","git-native","architect-mode","极客派最爱。每次改动自动 commit、回滚成本极低。学习曲线最陡。","jAgxToyf7qWuYC4qyKzgS3aGzJUFqBney-ELpLyWsuw",{"id":3582,"title":580,"alternatives":3583,"api_compatible":3584,"body":3586,"category":3534,"chinese_friendly":1179,"cover":4718,"description":4719,"domestic":1793,"extension":1196,"faq":1223,"free":1793,"github":4675,"languages":4720,"meta":4721,"models":4722,"navigation":1198,"notSuitable":4726,"opensource":1793,"path":4730,"pillar":1823,"platforms":4731,"priceTable":4732,"pricing":4752,"published":3556,"relatedPlaybooks":1223,"relatedReviews":1223,"score":4753,"self_host":1793,"seo":4754,"seoTitle":1223,"slug":1204,"sources":4755,"stem":4766,"suitable":4767,"tagline":4773,"tags":4774,"updated":1875,"verdict":4778,"website":4663,"__hash__":4779},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fclaude-code.md",[2560,1205,2561],[3585],"anthropic",{"type":13,"value":3587,"toc":4701},[3588,3590,3613,3618,3620,3624,3634,3659,3662,3666,3674,3703,3712,3716,3719,3874,3892,3896,3905,3981,3984,3988,4002,4004,4019,4097,4100,4111,4119,4121,4268,4270,4308,4310,4459,4464,4478,4483,4503,4505,4601,4603,4655,4657,4693,4698],[16,3589,1229],{"id":1228},[1231,3591,3593,3602],{"className":3592},[1234,1235,1236],[20,3594,3595,3597,3598,3601],{},[24,3596,1241],{}," Anthropic 官方 CLI Agent，终端原生，长任务执行能力是目前体感最稳的一档。装好后在任何项目根目录跑 ",[121,3599,3600],{},"claude","，用自然语言让它读代码、改文件、跑测试、提交 commit——全自动。",[20,3603,3604,3605,3608,3609,3612],{},"最大价值是 ",[24,3606,3607],{},"不绑死 IDE","——VS Code、JetBrains、Vim、Emacs、Neovim 全能用，远程 SSH 也行。代价是 ",[24,3610,3611],{},"国内三大门槛","：账号要海外手机、支付要海外卡、网络要稳定代理。",[1168,3614,3615],{},[20,3616,3617],{},"来源说明：本文基于 code.claude.com 官方文档、Anthropic 定价页面、第三方独立评测（laozhang.ai \u002F explainx.ai \u002F computingforgeeks.com）综合整理。Anthropic 模型版本迭代快，命令和价格请以最新官方文档为准。",[16,3619,2595],{"id":2595},[1422,3621,3623],{"id":3622},"终端原生的-agent-体验","终端原生的 Agent 体验",[20,3625,3626,3627,3630,3631,3633],{},"不像 Cursor \u002F Windsurf 那种\"AI IDE\"，Claude Code 是个 ",[24,3628,3629],{},"CLI 工具","——在任何编辑器旁边开个终端，跑 ",[121,3632,3600],{},"，就进入了一个能读你整个 codebase 的对话环境。",[1471,3635,3637],{"className":2678,"code":3636,"language":2680,"meta":1178,"style":1178},"cd your-project\nclaude                          # 进入交互模式\n> 帮我把这个 Express 项目迁移到 Fastify，写完之后跑测试确认通过\n",[121,3638,3639,3645,3652],{"__ignoreMap":1178},[2684,3640,3641,3643],{"class":2686,"line":2687},[2684,3642,2882],{"class":2693},[2684,3644,2885],{"class":2705},[2684,3646,3647,3649],{"class":2686,"line":1182},[2684,3648,3600],{"class":2690},[2684,3650,3651],{"class":2840},"                          # 进入交互模式\n",[2684,3653,3654,3656],{"class":2686,"line":1179},[2684,3655,3001],{"class":2902},[2684,3657,3658],{"class":2906}," 帮我把这个 Express 项目迁移到 Fastify，写完之后跑测试确认通过\n",[20,3660,3661],{},"它会自动：列出相关文件 → 给出计划 → 等你按回车确认 → 一次改多个文件 → 跑测试 → 报告结果。整个过程你可以在另一个窗口干别的，Claude Code 不抢编辑器焦点。",[1422,3663,3665],{"id":3664},"子代理sub-agents-并行任务","子代理（Sub-agents）+ 并行任务",[20,3667,3668,3669,3673],{},"Claude Code 2.x 引入了 ",[1114,3670,3672],{"href":3671},"\u002Fwiki\u002Fai-agent.html","子代理"," 机制：主对话可以派发独立的子任务到隔离 context 中跑，结果摘要返回主线。典型场景：",[1471,3675,3677],{"className":2678,"code":3676,"language":2680,"meta":1178,"style":1178},"\u002Fagents              # 管理子代理\n\u002Fbatch              # 把大改动拆成独立单元，每个跑在自己的 git worktree\n\u002Ftasks              # 列出后台运行的子代理\n",[121,3678,3679,3687,3695],{"__ignoreMap":1178},[2684,3680,3681,3684],{"class":2686,"line":2687},[2684,3682,3683],{"class":2690},"\u002Fagents",[2684,3685,3686],{"class":2840},"              # 管理子代理\n",[2684,3688,3689,3692],{"class":2686,"line":1182},[2684,3690,3691],{"class":2690},"\u002Fbatch",[2684,3693,3694],{"class":2840},"              # 把大改动拆成独立单元，每个跑在自己的 git worktree\n",[2684,3696,3697,3700],{"class":2686,"line":1179},[2684,3698,3699],{"class":2690},"\u002Ftasks",[2684,3701,3702],{"class":2840},"              # 列出后台运行的子代理\n",[20,3704,3705,3706,3711],{},"据 ",[1114,3707,3710],{"href":3708,"rel":3709},"https:\u002F\u002Fcomputingforgeeks.com\u002Fclaude-code-cheat-sheet",[1260],"computingforgeeks.com 2026 cheat sheet"," 整理，子代理让\"一边改前端，一边改后端\"这种并行操作不会污染主对话上下文。",[1422,3713,3715],{"id":3714},"slash-命令生产力关键","Slash 命令（生产力关键）",[20,3717,3718],{},"Claude Code 内置了一套 slash 命令，是日常使用的核心：",[482,3720,3721,3731],{},[485,3722,3723],{},[488,3724,3725,3728],{},[491,3726,3727],{},"命令",[491,3729,3730],{},"用途",[501,3732,3733,3747,3757,3770,3780,3790,3800,3810,3820,3830,3840,3850,3860],{},[488,3734,3735,3740],{},[506,3736,3737],{},[121,3738,3739],{},"\u002Finit",[506,3741,3742,3743,3746],{},"第一次进入仓库时跑，生成 ",[121,3744,3745],{},"CLAUDE.md","（项目记忆）",[488,3748,3749,3754],{},[506,3750,3751],{},[121,3752,3753],{},"\u002Fmemory",[506,3755,3756],{},"编辑长期记忆",[488,3758,3759,3764],{},[506,3760,3761],{},[121,3762,3763],{},"\u002Fclear",[506,3765,3766,3767,3400],{},"清空当前对话，重新开始（",[24,3768,3769],{},"最被低估的命令",[488,3771,3772,3777],{},[506,3773,3774],{},[121,3775,3776],{},"\u002Fcompact",[506,3778,3779],{},"长对话压缩，挽救快爆炸的 context window",[488,3781,3782,3787],{},[506,3783,3784],{},[121,3785,3786],{},"\u002Fcontext",[506,3788,3789],{},"显示当前 context 用量",[488,3791,3792,3797],{},[506,3793,3794],{},[121,3795,3796],{},"\u002Fplan",[506,3798,3799],{},"切到 plan 模式（只规划不执行）",[488,3801,3802,3807],{},[506,3803,3804],{},[121,3805,3806],{},"\u002Fmodel",[506,3808,3809],{},"切换模型（Opus \u002F Sonnet \u002F Haiku）",[488,3811,3812,3817],{},[506,3813,3814],{},[121,3815,3816],{},"\u002Fdiff",[506,3818,3819],{},"看本轮所有改动",[488,3821,3822,3827],{},[506,3823,3824],{},[121,3825,3826],{},"\u002Fcode-review",[506,3828,3829],{},"对 diff 跑代码审查",[488,3831,3832,3837],{},[506,3833,3834],{},[121,3835,3836],{},"\u002Frewind",[506,3838,3839],{},"回滚到任意 checkpoint（代码 + 对话）",[488,3841,3842,3847],{},[506,3843,3844],{},[121,3845,3846],{},"\u002Fmcp",[506,3848,3849],{},"管理 MCP 服务器",[488,3851,3852,3857],{},[506,3853,3854],{},[121,3855,3856],{},"\u002Fdoctor",[506,3858,3859],{},"排查环境问题",[488,3861,3862,3871],{},[506,3863,3864,3867,3868],{},[121,3865,3866],{},"\u002Fresume"," ",[121,3869,3870],{},"\u002Fbranch",[506,3872,3873],{},"回到 \u002F fork 历史对话",[20,3875,3876,3881,3882,3884,3885,3887,3888,3891],{},[1114,3877,3880],{"href":3878,"rel":3879},"https:\u002F\u002Flearn-prompting.fr\u002Fblog\u002Fclaude-code-slash-commands-reference",[1260],"learn-prompting.fr 2026-04 总结","：成熟团队最常用的三个是 ",[121,3883,3776],{},"（每 20-30 分钟一次防止 context drift）、",[121,3886,3763],{},"（新任务开新会话）、自定义命令（写在 ",[121,3889,3890],{},".claude\u002Fcommands\u002F"," 提交进 git）。",[1422,3893,3895],{"id":3894},"mcp-集成一等公民","MCP 集成（一等公民）",[20,3897,3898,3900,3901,3904],{},[1114,3899,3446],{"href":3445}," 是 Anthropic 自家协议，Claude Code 是 MCP 支持最完整的客户端。配置一次 ",[121,3902,3903],{},".mcp.json","，Claude Code 就能在对话里调任意 MCP server 暴露的 tool：",[1471,3906,3910],{"className":3907,"code":3908,"language":3909,"meta":1178,"style":1178},"language-json shiki shiki-themes github-light github-dark","{\n  \"mcpServers\": {\n    \"postgres\": {\n      \"command\": \"npx\",\n      \"args\": [\"@modelcontextprotocol\u002Fserver-postgres\", \"postgresql:\u002F\u002F...\"]\n    }\n  }\n}\n","json",[121,3911,3912,3917,3925,3932,3946,3966,3971,3976],{"__ignoreMap":1178},[2684,3913,3914],{"class":2686,"line":2687},[2684,3915,3916],{"class":2906},"{\n",[2684,3918,3919,3922],{"class":2686,"line":1182},[2684,3920,3921],{"class":2693},"  \"mcpServers\"",[2684,3923,3924],{"class":2906},": {\n",[2684,3926,3927,3930],{"class":2686,"line":1179},[2684,3928,3929],{"class":2693},"    \"postgres\"",[2684,3931,3924],{"class":2906},[2684,3933,3934,3937,3940,3943],{"class":2686,"line":1847},[2684,3935,3936],{"class":2693},"      \"command\"",[2684,3938,3939],{"class":2906},": ",[2684,3941,3942],{"class":2705},"\"npx\"",[2684,3944,3945],{"class":2906},",\n",[2684,3947,3948,3951,3954,3957,3960,3963],{"class":2686,"line":1848},[2684,3949,3950],{"class":2693},"      \"args\"",[2684,3952,3953],{"class":2906},": [",[2684,3955,3956],{"class":2705},"\"@modelcontextprotocol\u002Fserver-postgres\"",[2684,3958,3959],{"class":2906},", ",[2684,3961,3962],{"class":2705},"\"postgresql:\u002F\u002F...\"",[2684,3964,3965],{"class":2906},"]\n",[2684,3967,3968],{"class":2686,"line":2888},[2684,3969,3970],{"class":2906},"    }\n",[2684,3972,3973],{"class":2686,"line":2893},[2684,3974,3975],{"class":2906},"  }\n",[2684,3977,3978],{"class":2686,"line":2899},[2684,3979,3980],{"class":2906},"}\n",[20,3982,3983],{},"之后你就能直接说\"查一下 users 表里最近 7 天注册的人数\"——Claude Code 自动通过 MCP 跑 SQL，结果返回对话里继续讨论。",[1422,3985,3987],{"id":3986},"后台-远程模式","后台 \u002F 远程模式",[20,3989,3990,3993,3994,3997,3998,4001],{},[121,3991,3992],{},"\u002Fbackground"," 让当前会话脱离终端，作为后台 agent 继续跑；",[121,3995,3996],{},"\u002Fteleport"," 把网页端会话拉到本地终端继续；",[121,3999,4000],{},"\u002Fremote-control"," 从手机或另一台机器接管这台机器的 Claude Code 会话。这套体系是面向\"agent 长时间跑\"设计的，区别于 Cursor 的\"实时交互\"。",[16,4003,3007],{"id":3007},[20,4005,4006,4007,4012,4013,4018],{},"根据 ",[1114,4008,4011],{"href":4009,"rel":4010},"https:\u002F\u002Fwww.explainx.ai\u002Fblog\u002Fclaude-code-pricing-guide-2026",[1260],"explainx.ai 2026-06 评测"," 和 ",[1114,4014,4017],{"href":4015,"rel":4016},"https:\u002F\u002Fclaude.com\u002Fpricing",[1260],"Anthropic 官方定价"," 整理：",[482,4020,4021,4033],{},[485,4022,4023],{},[488,4024,4025,4028,4030],{},[491,4026,4027],{},"路径",[491,4029,1302],{},[491,4031,4032],{},"适用场景",[501,4034,4035,4048,4060,4072,4084],{},[488,4036,4037,4042,4045],{},[506,4038,4039],{},[24,4040,4041],{},"BYOK（自带 API key）",[506,4043,4044],{},"按 token 计费",[506,4046,4047],{},"全自由，但单月烧到 $500+ 也常见",[488,4049,4050,4054,4057],{},[506,4051,4052],{},[24,4053,1340],{},[506,4055,4056],{},"$20\u002F月（年付 ~$17）",[506,4058,4059],{},"个人开发者，每天 1-4 小时",[488,4061,4062,4067,4069],{},[506,4063,4064],{},[24,4065,4066],{},"Max 5x",[506,4068,1371],{},[506,4070,4071],{},"重度用户 + Opus 模型访问",[488,4073,4074,4079,4081],{},[506,4075,4076],{},[24,4077,4078],{},"Max 20x",[506,4080,1385],{},[506,4082,4083],{},"8h+ agentic 工作流 \u002F 团队共享",[488,4085,4086,4091,4094],{},[506,4087,4088],{},[24,4089,4090],{},"Team Premium",[506,4092,4093],{},"$100\u002Fseat 年付 \u002F $125 月付",[506,4095,4096],{},"团队，含管理",[20,4098,4099],{},"API token 价格（2026 Q2 公开数据）：",[35,4101,4102,4105,4108],{},[38,4103,4104],{},"Sonnet 4.x：input $3 \u002F output $15 per 1M token",[38,4106,4107],{},"Opus 4.x：input $15 \u002F output $75 per 1M token",[38,4109,4110],{},"Haiku 4.x：input $1 \u002F output $5 per 1M token",[20,4112,4113,4118],{},[1114,4114,4117],{"href":4115,"rel":4116},"https:\u002F\u002Fwww.ksred.com\u002Fclaude-code-pricing-guide-which-plan-actually-saves-you-money",[1260],"ksred 博客真实使用日志","：作者 8 个月用 ~100 亿 token，API 价折合 $15,000+，订阅实际只花 $800——订阅模式对重度用户极度划算，但前提是能搞定支付。",[16,4120,1469],{"id":1468},[1471,4122,4124],{"className":2678,"code":4123,"language":2680,"meta":1178,"style":1178},"# macOS \u002F Linux \u002F Windows (WSL)\ncurl -fsSL https:\u002F\u002Fclaude.ai\u002Finstall.sh | bash\n\n# macOS 用 Homebrew\nbrew install --cask claude-code\n\n# Windows PowerShell\nirm https:\u002F\u002Fclaude.ai\u002Finstall.ps1 | iex\n\n# 验证 + 登录\nclaude --version\nclaude auth login          # 走浏览器 OAuth，绑定 Pro \u002F Max 订阅\n# 或用 API key\nexport ANTHROPIC_API_KEY=sk-ant-...\n\n# 进项目，启动\ncd your-project\nclaude \u002Finit               # 生成 CLAUDE.md\nclaude                     # 进入交互模式\n",[121,4125,4126,4131,4148,4152,4157,4170,4174,4179,4192,4196,4201,4208,4221,4226,4236,4240,4245,4251,4261],{"__ignoreMap":1178},[2684,4127,4128],{"class":2686,"line":2687},[2684,4129,4130],{"class":2840},"# macOS \u002F Linux \u002F Windows (WSL)\n",[2684,4132,4133,4136,4139,4142,4145],{"class":2686,"line":1182},[2684,4134,4135],{"class":2690},"curl",[2684,4137,4138],{"class":2693}," -fsSL",[2684,4140,4141],{"class":2705}," https:\u002F\u002Fclaude.ai\u002Finstall.sh",[2684,4143,4144],{"class":2902}," |",[2684,4146,4147],{"class":2690}," bash\n",[2684,4149,4150],{"class":2686,"line":1179},[2684,4151,2872],{"emptyLinePlaceholder":1198},[2684,4153,4154],{"class":2686,"line":1847},[2684,4155,4156],{"class":2840},"# macOS 用 Homebrew\n",[2684,4158,4159,4162,4164,4167],{"class":2686,"line":1848},[2684,4160,4161],{"class":2690},"brew",[2684,4163,2855],{"class":2705},[2684,4165,4166],{"class":2693}," --cask",[2684,4168,4169],{"class":2705}," claude-code\n",[2684,4171,4172],{"class":2686,"line":2888},[2684,4173,2872],{"emptyLinePlaceholder":1198},[2684,4175,4176],{"class":2686,"line":2893},[2684,4177,4178],{"class":2840},"# Windows PowerShell\n",[2684,4180,4181,4184,4187,4189],{"class":2686,"line":2899},[2684,4182,4183],{"class":2690},"irm",[2684,4185,4186],{"class":2705}," https:\u002F\u002Fclaude.ai\u002Finstall.ps1",[2684,4188,4144],{"class":2902},[2684,4190,4191],{"class":2690}," iex\n",[2684,4193,4194],{"class":2686,"line":2916},[2684,4195,2872],{"emptyLinePlaceholder":1198},[2684,4197,4198],{"class":2686,"line":2929},[2684,4199,4200],{"class":2840},"# 验证 + 登录\n",[2684,4202,4203,4205],{"class":2686,"line":2941},[2684,4204,3600],{"class":2690},[2684,4206,4207],{"class":2693}," --version\n",[2684,4209,4210,4212,4215,4218],{"class":2686,"line":5},[2684,4211,3600],{"class":2690},[2684,4213,4214],{"class":2705}," auth",[2684,4216,4217],{"class":2705}," login",[2684,4219,4220],{"class":2840},"          # 走浏览器 OAuth，绑定 Pro \u002F Max 订阅\n",[2684,4222,4223],{"class":2686,"line":8},[2684,4224,4225],{"class":2840},"# 或用 API key\n",[2684,4227,4228,4230,4232,4234],{"class":2686,"line":2956},[2684,4229,2903],{"class":2902},[2684,4231,2907],{"class":2906},[2684,4233,2910],{"class":2902},[2684,4235,2913],{"class":2906},[2684,4237,4238],{"class":2686,"line":7},[2684,4239,2872],{"emptyLinePlaceholder":1198},[2684,4241,4242],{"class":2686,"line":2966},[2684,4243,4244],{"class":2840},"# 进项目，启动\n",[2684,4246,4247,4249],{"class":2686,"line":2977},[2684,4248,2882],{"class":2693},[2684,4250,2885],{"class":2705},[2684,4252,4253,4255,4258],{"class":2686,"line":2987},[2684,4254,3600],{"class":2690},[2684,4256,4257],{"class":2705}," \u002Finit",[2684,4259,4260],{"class":2840},"               # 生成 CLAUDE.md\n",[2684,4262,4263,4265],{"class":2686,"line":2992},[2684,4264,3600],{"class":2690},[2684,4266,4267],{"class":2840},"                     # 进入交互模式\n",[16,4269,3067],{"id":3067},[1082,4271,4272,4278,4284,4290],{},[38,4273,4274,4277],{},[24,4275,4276],{},"账号","：注册 claude.ai 需要海外手机号（Google Voice \u002F Twilio 可，国内号被封死）",[38,4279,4280,4283],{},[24,4281,4282],{},"支付","：Pro \u002F Max 订阅只收海外信用卡（MasterCard \u002F Visa）+ 海外账单地址。第三方平台（如老张 \u002F DMXAPI）可用支付宝走 API 代理，但是 BYOK 模式",[38,4285,4286,4289],{},[24,4287,4288],{},"网络","：终端 OAuth 流程对代理稳定性要求高，掉线会反复弹浏览器",[38,4291,4292,4295,4296,3365,4298,4300,4301,3030,4303,4307],{},[24,4293,4294],{},"替代路径","：用 ",[1114,4297,699],{"href":1126},[1114,4299,3134],{"href":3133}," 接 ",[1114,4302,3059],{"href":3058},[1114,4304,4306],{"href":4305},"\u002Fmodels\u002Fglm-5.2.html","GLM-5.2"," 是国内最经济的\"Claude Code 平替\"思路",[16,4309,3108],{"id":3108},[482,4311,4312,4332],{},[485,4313,4314],{},[488,4315,4316,4318,4320,4324,4328],{},[491,4317,1490],{},[491,4319,580],{},[491,4321,4322],{},[1114,4323,1040],{"href":1116},[491,4325,4326],{},[1114,4327,3128],{"href":3127},[491,4329,4330],{},[1114,4331,699],{"href":1126},[501,4333,4334,4349,4363,4381,4401,4415,4428,4445],{},[488,4335,4336,4338,4341,4344,4347],{},[506,4337,1911],{},[506,4339,4340],{},"CLI（IDE 无关）",[506,4342,4343],{},"AI-first IDE",[506,4345,4346],{},"CLI",[506,4348,4346],{},[488,4350,4351,4354,4356,4359,4361],{},[506,4352,4353],{},"长任务能力",[506,4355,3190],{},[506,4357,4358],{},"★★★★☆",[506,4360,4358],{},[506,4362,3193],{},[488,4364,4365,4368,4375,4377,4379],{},[506,4366,4367],{},"上下文管理",[506,4369,4370,4371,3867,4373],{},"★★★★★ ",[121,4372,3776],{},[121,4374,3763],{},[506,4376,4358],{},[506,4378,4358],{},[506,4380,3193],{},[488,4382,4383,4386,4393,4396,4399],{},[506,4384,4385],{},"子代理 \u002F 并行",[506,4387,4388,4389,3867,4391,3400],{},"✅（",[121,4390,3683],{},[121,4392,3691],{},[506,4394,4395],{},"部分（Bug bot）",[506,4397,4398],{},"⚠️ 有限",[506,4400,1624],{},[488,4402,4403,4406,4409,4411,4413],{},[506,4404,4405],{},"MCP 支持",[506,4407,4408],{},"★★★★★ 一等公民",[506,4410,4358],{},[506,4412,3193],{},[506,4414,1624],{},[488,4416,4417,4419,4421,4423,4425],{},[506,4418,3187],{},[506,4420,4358],{},[506,4422,3193],{},[506,4424,3193],{},[506,4426,4427],{},"★★★★★ 每改即 commit",[488,4429,4430,4433,4436,4439,4442],{},[506,4431,4432],{},"国内门槛",[506,4434,4435],{},"高（账号+支付+网络）",[506,4437,4438],{},"高（账号+支付）",[506,4440,4441],{},"高",[506,4443,4444],{},"低（BYOK 国产模型）",[488,4446,4447,4449,4452,4454,4456],{},[506,4448,1302],{},[506,4450,4451],{},"$20-$200\u002F月",[506,4453,1343],{},[506,4455,4451],{},[506,4457,4458],{},"仅 API 成本",[20,4460,4461,2652],{},[24,4462,4463],{},"选 Claude Code 如果你",[35,4465,4466,4469,4472,4475],{},[38,4467,4468],{},"重视长任务自主性 + 上下文管理",[38,4470,4471],{},"JetBrains \u002F Vim 用户，不想换 IDE",[38,4473,4474],{},"团队需要 SSH 远程 \u002F 后台 agent 模式",[38,4476,4477],{},"已经在用 Claude Pro\u002FMax，加 Code 是边际成本",[20,4479,4480,2652],{},[24,4481,4482],{},"别选 Claude Code 如果你",[35,4484,4485,4491,4496],{},[38,4486,4487,4488,4490],{},"国内、个人、预算紧（去 ",[1114,4489,699],{"href":1126}," + DeepSeek）",[38,4492,4493,4494,3400],{},"想要纯 IDE 内 inline 体验（",[1114,4495,1040],{"href":1116},[38,4497,4498,4499,3400],{},"主要写补全而非 agent 任务（",[1114,4500,4502],{"href":4501},"\u002Fcoding\u002Fcopilot\u002Fgithub-copilot.html","GitHub Copilot",[16,4504,1651],{"id":1651},[35,4506,4507,4520,4535,4549,4557,4575,4589,4595],{},[38,4508,4509,4515,4516,4519],{},[24,4510,4511,4514],{},[121,4512,4513],{},"ANTHROPIC_API_KEY"," 优先级最高","：你以为在用 Pro 订阅，但 env 里有 key 时实际走 API 计费——卡崩之前先 ",[121,4517,4518],{},"env | grep ANTHROPIC"," 检查",[38,4521,4522,4528,4529,4531,4532,4534],{},[24,4523,4524,4525,4527],{},"长会话不 ",[121,4526,3776],{}," 会越来越笨","：context 接近上限时，模型会开始忘记前面约定。社区共识：每 20-30 分钟 ",[121,4530,3776],{}," 一次或 ",[121,4533,3763],{}," 开新会话",[38,4536,4537,4542,4543,4548],{},[24,4538,4539,4541],{},[121,4540,3806],{}," 切换是个坑","：跨模型切会丢部分 context ",[1114,4544,4547],{"href":4545,"rel":4546},"https:\u002F\u002Fwww.reddit.com\u002Fr\u002FClaudeAI\u002F",[1260],"据 r\u002FClaudeAI 反馈","；建议起新会话指定模型",[38,4550,4551,4556],{},[24,4552,4553,4555],{},[121,4554,3739],{}," 生成的 CLAUDE.md 要 review","：自动生成的会有冗余\u002F错误，第一次进项目花 5 分钟整理",[38,4558,4559,4564,4565,3867,4568,3867,4571,4574],{},[24,4560,4561,4563],{},[121,4562,3890],{}," 自定义命令是放大器","：把团队最常用的工作流写成 ",[121,4566,4567],{},"\u002Fdeploy",[121,4569,4570],{},"\u002Fmigrate",[121,4572,4573],{},"\u002Freview-pr","，提交进 git",[38,4576,4577,4580,4581,4584,4585,4588],{},[24,4578,4579],{},"后台 agent + 重写大量文件 = 危险组合","：长任务跑通常加 ",[121,4582,4583],{},"--permission-mode plan"," 或开 ",[121,4586,4587],{},"acceptEdits"," 但配合 git worktree",[38,4590,4591,4594],{},[24,4592,4593],{},"Windows 原生支持有限","：官方推荐 WSL，PowerShell 安装路径有时跑不通",[38,4596,4597,4600],{},[24,4598,4599],{},"API token 烧钱速度","：BYOK 模式下，复杂 refactor 单次任务可能消耗几百万 token",[16,4602,1107],{"id":1107},[35,4604,4605,4617,4629,4644],{},[38,4606,3424,4607,3030,4609,3030,4611,3030,4613,3030,4615],{},[1114,4608,1040],{"href":1116},[1114,4610,3034],{"href":3033},[1114,4612,3128],{"href":3127},[1114,4614,699],{"href":1126},[1114,4616,3134],{"href":3133},[38,4618,4619,4620,3030,4623,3030,4625,3030,4627],{},"概念：",[1114,4621,4622],{"href":3671},"AI Agent",[1114,4624,3450],{"href":3449},[1114,4626,3446],{"href":3445},[1114,4628,3457],{"href":3456},[38,4630,4631,4632,3030,4636,3030,4640],{},"模型：",[1114,4633,4635],{"href":4634},"\u002Fmodels\u002Fclaude-opus-4.html","Claude Opus 4",[1114,4637,4639],{"href":4638},"\u002Fmodels\u002Fclaude-sonnet-4.html","Claude Sonnet 4",[1114,4641,4643],{"href":4642},"\u002Fmodels\u002Fclaude-haiku-4.html","Claude Haiku 4",[38,4645,4646,4647,3030,4651],{},"进阶：",[1114,4648,4650],{"href":4649},"\u002Fwiki\u002Fvibe-coding.html","Vibe Coding",[1114,4652,4654],{"href":4653},"\u002Fwiki\u002Fprompt-engineering.html","Prompt Engineering",[16,4656,1163],{"id":1163},[35,4658,4659,4665,4671,4677,4684,4690],{},[38,4660,1751,4661],{},[1114,4662,4663],{"href":4663,"rel":4664},"https:\u002F\u002Fclaude.com\u002Fclaude-code",[1260],[38,4666,3470,4667],{},[1114,4668,4669],{"href":4669,"rel":4670},"https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Foverview",[1260],[38,4672,3489,4673],{},[1114,4674,4675],{"href":4675,"rel":4676},"https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fclaude-code",[1260],[38,4678,4679,4680],{},"CLI Reference：",[1114,4681,4682],{"href":4682,"rel":4683},"https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Fcli-reference",[1260],[38,4685,4686,4687],{},"官方定价：",[1114,4688,4015],{"href":4015,"rel":4689},[1260],[38,4691,4692],{},"第三方评测：laozhang.ai \u002F explainx.ai \u002F computingforgeeks.com \u002F ksred.com \u002F learn-prompting.fr",[20,4694,4695,4696,3512],{},"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 命令 \u002F 功能与最新官方信息不一致，请通过 ",[1114,4697,1175],{"href":1175},[3514,4699,4700],{},"html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}html pre.shiki code .szBVR, html code.shiki .szBVR{--shiki-default:#D73A49;--shiki-dark:#F97583}html pre.shiki code .sVt8B, html code.shiki .sVt8B{--shiki-default:#24292E;--shiki-dark:#E1E4E8}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: 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¥100\u002F月以内的个人开发者","只想做基础代码补全（用 GitHub Copilot 更经济）","\u002Ftools\u002Fcoding\u002Fcli\u002Fclaude-code",[3543,3544,3542],[4733,4739,4744,4748],{"plan":4734,"price":4735,"limit":4736,"cn_pay":4737,"note":4738},"Pay-as-go","按 API token 计费","Sonnet $3\u002F$15 per Mtok，Opus $15\u002F$75","✅ 第三方中转支持支付宝","BYOK 模式",{"plan":4740,"price":1343,"limit":4741,"cn_pay":4742,"note":4743},"Claude Pro","约 1-4 小时\u002F天活跃编码","⚠️ 需海外卡","网页 + Code 共享额度",{"plan":4745,"price":1371,"limit":4746,"cn_pay":4742,"note":4747},"Claude Max 5x","Pro 的 5 倍 + Opus 接入","重度用户",{"plan":4749,"price":1385,"limit":4750,"cn_pay":4742,"note":4751},"Claude Max 20x","Pro 的 20 倍 + 优先队列","8h+\u002F天 agentic 工作流","API 按 token 计费 \u002F Pro $20 \u002F Max $100-$200 \u002F Team Premium $100-$125 seat",{"power":1848,"ux":1847,"price":1179,"cn_support":1182,"stability":1847},{"title":580,"description":4719},[4756,4758,4759,4761,4764],{"title":4757,"url":4669},"Claude Code 官方文档",{"title":4017,"url":4015},{"title":4760,"url":4682},"Claude Code CLI Reference",{"title":4762,"url":4763},"Claude Code Pricing Guide 2026","https:\u002F\u002Fblog.laozhang.ai\u002Fen\u002Fposts\u002Fclaude-code-pricing-guide",{"title":4765,"url":3708},"Claude Code Cheat Sheet 2026","tools\u002Fcoding\u002Fcli\u002Fclaude-code",[4768,4769,4770,4771,4772],"JetBrains \u002F Vim \u002F Emacs 用户（不想换编辑器）","需要长任务自主规划（>30min 单次任务）","服务器开发、运维脚本、CI\u002FCD 场景","需要在 SSH 远程主机上跑 AI 编程","重视稳定性 + 长上下文连贯性","Anthropic 官方终端 AI Coding Agent，长任务能力业界第一梯队",[3534,3575,4775,3585,4776,4777],"terminal","long-task","mcp","Cursor 的强力补充。终端原生、IDE 无关、长任务跑得比 Cursor 稳。但 API 计费贵且国内更难用。","CvXKldr1bGdEgCT3_gjFqdgSu6rn9Jc1z0xQhUVSUoc",{"id":4781,"title":1040,"alternatives":4782,"api_compatible":4784,"body":4786,"category":5232,"chinese_friendly":1847,"cover":5233,"description":5234,"domestic":1793,"extension":1196,"faq":5235,"free":1793,"github":1178,"languages":5254,"meta":5255,"models":5256,"navigation":1198,"notSuitable":5261,"opensource":1793,"path":5266,"pillar":1823,"platforms":5267,"priceTable":5268,"pricing":5287,"published":3556,"relatedPlaybooks":5288,"relatedReviews":1223,"score":5292,"self_host":1793,"seo":5293,"seoTitle":5294,"slug":1202,"sources":5295,"stem":5302,"suitable":5303,"tagline":5308,"tags":5309,"updated":1875,"verdict":5315,"website":5316,"__hash__":5317},"tools\u002Ftools\u002Fcoding\u002Fide\u002Fcursor.md",[1203,4783,1204,2560],"coding\u002Fide\u002Fwindsurf",[4785,3585],"openai",{"type":13,"value":4787,"toc":5216},[4788,4790,4815,4817,4820,4826,4865,4876,4880,4883,4902,4920,4923,4927,4932,4936,4945,4949,4959,4963,4969,4971,5001,5003,5101,5106,5108,5146,5148,5154,5156,5178,5180,5206,5213],[16,4789,1229],{"id":1228},[1231,4791,4793,4798],{"className":4792},[1234,1235,1236],[20,4794,4795,4797],{},[24,4796,1241],{}," Cursor 是当前 AI IDE 综合体验的天花板。Composer 的多文件改写、Tab 的连续预测、@-symbol 的上下文召回三件套，加上 2026 年加上的 Cloud Agents 和 Bugbot，使「让 AI 真的写一段能跑的代码」这件事比纯插件方案高一个量级。",[20,4799,4800,4801,4804,4805,4804,4808,4804,4811,4814],{},"代价是：",[24,4802,4803],{},"$20\u002F月起","、",[24,4806,4807],{},"国内访问不稳",[24,4809,4810],{},"2025-06 之后按 token 计费",[24,4812,4813],{},"频繁切 IP 容易封号","。重度用户月底真的会超额。",[16,4816,1252],{"id":1252},[20,4818,4819],{},"Cursor 是 VS Code 的 fork（不是插件，是独立编辑器），整套 UI \u002F 快捷键 \u002F 插件生态完全继承，但把 AI 当成一等公民重写了所有交互层。如果你今天用 VS Code，切到 Cursor 5 分钟就能上手，所有 keybindings \u002F 主题 \u002F 扩展都直接迁移。",[20,4821,4822,4823,2652],{},"它的护城河不是某一个 feature，而是",[24,4824,4825],{},"三件套乘以工程化",[1082,4827,4828,4838,4844],{},[38,4829,4830,4833,4834,4837],{},[24,4831,4832],{},"Composer","（",[121,4835,4836],{},"Cmd\u002FCtrl + I","）— 多文件 Agent，看完整个仓库后做 plan-then-act 改写；2026 的 Composer 2 \u002F 2.5 已经能在文件树尺度做重构。",[38,4839,4840,4843],{},[24,4841,4842],{},"Tab 补全"," — 不只是补当前行，而是预测你的下一步光标位置 + 多行 diff。这个体验是 GitHub Copilot 没追上的部分。",[38,4845,4846,4849,4850,4852,4853,4856,4857,4860,4861,4864],{},[24,4847,4848],{},"@-symbol 上下文"," — ",[121,4851,389],{}," 自动召回相关文件、",[121,4854,4855],{},"@docs"," 引外部文档、",[121,4858,4859],{},"@web"," 联网搜、",[121,4862,4863],{},"@git"," 看 diff，相当于 RAG + 工具调用都内嵌好了。",[20,4866,4867,4868,4871,4872,4875],{},"2026 年另加两件大件：",[24,4869,4870],{},"Background Agents","（云端 VM 跑长任务，类似一个并行的 junior）和 ",[24,4873,4874],{},"Bugbot","（PR 自动审查 + 自动 fix 提交）。",[16,4877,4879],{"id":4878},"价格-计费重点","价格 & 计费（重点）",[20,4881,4882],{},"2025-06 起 Cursor 从「请求数」改成「按 token 配额」，引发过一轮社区反弹。当前的逻辑：",[35,4884,4885,4892,4899],{},[38,4886,4887,4888,4891],{},"每档套餐有",[24,4889,4890],{},"包含的美元额度","，按底层模型 API 价折算。",[38,4893,4894,4895,4898],{},"超出后",[24,4896,4897],{},"按需续费","（on-demand），月底结算。",[38,4900,4901],{},"重模型 \u002F 长上下文 \u002F MAX 模式吃额度最快。",[20,4903,4904,4907,4908,4910,4913,4914,4916,4919],{},[24,4905,4906],{},"Pro $20\u002F月","：日常 Agent 使用够；如果天天 Composer + Background Agents，月底会冲到额度上限。",[1712,4909],{},[24,4911,4912],{},"Pro+ \u002F Ultra","：$60+ \u002F $200\u002F月，给天天跑 Agent 的开发者。",[1712,4915],{},[24,4917,4918],{},"Teams $40\u002F用户\u002F月","：除了用量，主要买的是团队 Rules \u002F Skills 共享、团队级 Bugbot、SSO、隐私模式。",[20,4921,4922],{},"国内付款：结账页选 Alipay，可走支付宝。",[16,4924,4926],{"id":4925},"真实任务实测基于公开示例归纳","真实任务实测（基于公开示例归纳）",[1168,4928,4929],{},[20,4930,4931],{},"来源说明：以下场景为 Cursor 官方 Composer 文档与公开 YouTube 实测视频常见演示流程的整合，非 AIHO 编辑部全程亲测，仅作为「能不能干」的参考。",[1422,4933,4935],{"id":4934},"任务-1重构一个-800-行的-react-组件","任务 1：重构一个 800 行的 React 组件",[20,4937,4938,4941,4942,4944],{},[121,4939,4940],{},"Cmd+I"," → \"把这个组件按业务拆 3 个子组件，提取自定义 hook\" → Composer 列出涉及文件 + 新建 hook → Accept All。",[1712,4943],{},"\n经验值：90 秒级别能跑完，约 18k input \u002F 6k output token；import 路径偶尔错一两行，需手动改。",[1422,4946,4948],{"id":4947},"任务-2跨仓库引用查找","任务 2：跨仓库引用查找",[20,4950,4951,4953,4954,4856,4956,4958],{},[121,4952,389],{}," 在 50k+ 行项目里召回相关文件、",[121,4955,4855],{},[121,4957,4859],{}," 联网搜。多数同类工具还停留在\"开个文件让 AI 看\"。",[1422,4960,4962],{"id":4961},"任务-3mcp-接入","任务 3：MCP 接入",[20,4964,4965,4968],{},[121,4966,4967],{},"~\u002F.cursor\u002Fmcp.json"," 配 GitHub \u002F Linear \u002F Slack 或自建 MCP server，让 Agent 能直接调外部工具。2026-05 社区 MCP 注册表已超 200 个。",[16,4970,1469],{"id":1468},[1471,4972,4974],{"className":2678,"code":4973,"language":2680,"meta":1178,"style":1178},"# 1. 下载安装：https:\u002F\u002Fcursor.com\u002Fdownload\n# 2. 用 GitHub \u002F Google 登录\n# 3. 一键导入 VS Code 设置：Cmd+Shift+P → Cursor: Import VS Code Settings\n# 4. 打开任意项目 → Cmd+I 试 Composer\n# 5. 项目根目录新建 .cursor\u002Frules\u002Fmain.mdc，写下项目约定（技术栈、目录、命名）\n",[121,4975,4976,4981,4986,4991,4996],{"__ignoreMap":1178},[2684,4977,4978],{"class":2686,"line":2687},[2684,4979,4980],{"class":2840},"# 1. 下载安装：https:\u002F\u002Fcursor.com\u002Fdownload\n",[2684,4982,4983],{"class":2686,"line":1182},[2684,4984,4985],{"class":2840},"# 2. 用 GitHub \u002F Google 登录\n",[2684,4987,4988],{"class":2686,"line":1179},[2684,4989,4990],{"class":2840},"# 3. 一键导入 VS Code 设置：Cmd+Shift+P → Cursor: Import VS Code Settings\n",[2684,4992,4993],{"class":2686,"line":1847},[2684,4994,4995],{"class":2840},"# 4. 打开任意项目 → Cmd+I 试 Composer\n",[2684,4997,4998],{"class":2686,"line":1848},[2684,4999,5000],{"class":2840},"# 5. 项目根目录新建 .cursor\u002Frules\u002Fmain.mdc，写下项目约定（技术栈、目录、命名）\n",[16,5002,1481],{"id":1481},[482,5004,5005,5019],{},[485,5006,5007],{},[488,5008,5009,5011,5013,5015,5017],{},[491,5010,1490],{},[491,5012,1040],{},[491,5014,580],{},[491,5016,4502],{},[491,5018,1051],{},[501,5020,5021,5036,5052,5068,5085],{},[488,5022,5023,5025,5028,5031,5034],{},[506,5024,1911],{},[506,5026,5027],{},"VS Code fork",[506,5029,5030],{},"终端 CLI",[506,5032,5033],{},"VS Code 插件",[506,5035,5027],{},[488,5037,5038,5040,5043,5046,5049],{},[506,5039,1302],{},[506,5041,5042],{},"$20\u002F月起 + 用量",[506,5044,5045],{},"包含在 Claude.ai $20\u002F月 \u002F Max",[506,5047,5048],{},"$10\u002F月",[506,5050,5051],{},"免费（国内版）\u002F $10\u002F月（国际 Pro）",[488,5053,5054,5057,5060,5062,5065],{},[506,5055,5056],{},"国内访问",[506,5058,5059],{},"需稳定代理",[506,5061,5059],{},[506,5063,5064],{},"需代理",[506,5066,5067],{},"国内版直连",[488,5069,5070,5073,5076,5079,5082],{},[506,5071,5072],{},"Agent 形态",[506,5074,5075],{},"Composer + Cloud Agents",[506,5077,5078],{},"全终端",[506,5080,5081],{},"Agent Mode",[506,5083,5084],{},"Builder + SOLO",[488,5086,5087,5089,5092,5095,5098],{},[506,5088,1636],{},[506,5090,5091],{},"IDE-first 全栈",[506,5093,5094],{},"终端 \u002F 后端 \u002F DevOps",[506,5096,5097],{},"老 VS Code 党",[506,5099,5100],{},"国内 \u002F 中文场景",[1168,5102,5103],{},[20,5104,5105],{},"一句话区分：Cursor 是「GUI 全能型」，Claude Code 是「终端硬核派」，Copilot 是「便宜稳定但天花板低」，Trae 是「国内能用的 Cursor 替代」。",[16,5107,1651],{"id":1651},[1082,5109,5110,5116,5122,5128,5134,5140],{},[38,5111,5112,5115],{},[24,5113,5114],{},"不要在多个 IP \u002F 设备频繁切换登录","，2025 之后 Cursor 风控严，账号一冻 24 小时起。",[38,5117,5118,5121],{},[24,5119,5120],{},"检查 usage 仪表盘","，Pro 用户每周看一次额度。开 MAX 模式跑长任务前，预估 token 量。",[38,5123,5124,5127],{},[24,5125,5126],{},"Cursor Rules 写短而精","，把超过 2000 字的项目说明拆成多个 .mdc 文件，否则每轮上下文吃得太多。",[38,5129,5130,5133],{},[24,5131,5132],{},"Composer 改大文件前先 commit","，Accept All 偶有 import 错位，git 是后悔药。",[38,5135,5136,5139],{},[24,5137,5138],{},"付费别走第三方账号","，官方明确表示只通过 cursor.com 直销，第三方账号可能被封。",[38,5141,5142,5145],{},[24,5143,5144],{},"国内信用卡如果被拒","，先开支付宝、再开 Stripe 友好的虚拟卡（Wise \u002F WildCard），别反复试同一张。",[16,5147,1707],{"id":1706},[20,5149,5150,5151,5153],{},"✅ 全栈开发者；习惯 VS Code 的人；多文件大改 \u002F Agent 长任务；已经在用 MCP 生态。",[1712,5152],{},"\n❌ 国内纯内网开发；JetBrains 重度用户；预算敏感的学生；对 usage-based 计费敏感的人。",[16,5155,1107],{"id":1107},[35,5157,5158,5164,5170],{},[38,5159,1721,5160],{},[1114,5161,5163],{"href":5162},"\u002Fplaybook\u002Fcursor-rules-best-practice.html","Cursor Rules 最佳实践",[38,5165,1728,5166],{},[1114,5167,5169],{"href":5168},"\u002Fcoding\u002Fide\u002F","AI IDE 全分类",[38,5171,1735,5172,1117,5174,1117,5176],{},[1114,5173,1051],{"href":1120},[1114,5175,3034],{"href":3033},[1114,5177,580],{"href":1123},[16,5179,1163],{"id":1163},[35,5181,5182,5189,5196,5203],{},[38,5183,5184,5185],{},"官方定价页：",[1114,5186,5187],{"href":5187,"rel":5188},"https:\u002F\u002Fcursor.com\u002Fpricing",[1260],[38,5190,5191,5192],{},"Composer 文档：",[1114,5193,5194],{"href":5194,"rel":5195},"https:\u002F\u002Fdocs.cursor.com\u002Fcomposer",[1260],[38,5197,5198,5199],{},"Cursor 3.5 Cloud Agents 公告：",[1114,5200,5201],{"href":5201,"rel":5202},"https:\u002F\u002Fcursor.com\u002Fchangelog",[1260],[38,5204,5205],{},"第三方评测：ZBuild 2026 评测、Flexprice Cursor pricing 解析、Codersera 3.5 完整指南",[1168,5207,5208],{},[20,5209,5210,5211,1773],{},"本卡片由 AIHO 编辑部基于以上公开资料整理，非厂商付费内容；定价与功能以官网为准，欢迎在 ",[1114,5212,1175],{"href":1175},[3514,5214,5215],{},"html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}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);}",{"title":1178,"searchDepth":1179,"depth":1179,"links":5217},[5218,5219,5220,5221,5226,5227,5228,5229,5230,5231],{"id":1228,"depth":1182,"text":1229},{"id":1252,"depth":1182,"text":1252},{"id":4878,"depth":1182,"text":4879},{"id":4925,"depth":1182,"text":4926,"children":5222},[5223,5224,5225],{"id":4934,"depth":1179,"text":4935},{"id":4947,"depth":1179,"text":4948},{"id":4961,"depth":1179,"text":4962},{"id":1468,"depth":1182,"text":1469},{"id":1481,"depth":1182,"text":1481},{"id":1651,"depth":1182,"text":1651},{"id":1706,"depth":1182,"text":1707},{"id":1107,"depth":1182,"text":1107},{"id":1163,"depth":1182,"text":1163},"ide","\u002Fimg\u002Ftools\u002Fcursor.webp","Cursor 真实评测：基于 VS Code fork、内置 Claude \u002F GPT-5 多模型、Composer 多文件 Agent、MCP 支持。一句话：目前最强 AI IDE，但国内网络与封号是硬伤。",[5236,5239,5242,5245,5248,5251],{"q":5237,"a":5238},"Cursor 国内能用吗？","可以，但需要全程稳定的代理。直连不稳，且高频切 IP 会触发账号风控。建议：固定家庭网 + 稳定代理，避免频繁切换。",{"q":5240,"a":5241},"Cursor Pro 多少钱？怎么付款？","$20\u002F月起。Pro 之外还有 Pro+ 和 Ultra（更高用量），Teams $40\u002F用户\u002F月。支持支付宝（结账页选 Alipay），也支持 Visa\u002FMastercard 国际信用卡。开发票需 Business \u002F Teams 计划。",{"q":5243,"a":5244},"Cursor 和 VS Code 区别？","Cursor 是 VS Code 的 fork，几乎所有 VS Code 插件都兼容。最大差异是内置 Composer（多文件 Agent）、Tab 智能补全、@-symbol 上下文检索，这三个 VS Code 原生没有。",{"q":5246,"a":5247},"Cursor 支持自定义 API（DeepSeek \u002F Qwen）吗？","支持。设置里可填 OpenAI \u002F Anthropic 兼容的 base_url 和 key，但 Composer \u002F Tab 等高级功能仅在自带模型上工作最好。",{"q":5249,"a":5250},"Cursor Rules 是什么？","项目根目录下的 .cursor\u002Frules\u002F*.mdc（新版）或 .cursorrules（旧版）文件，给 AI 提供项目级上下文（编码规范、技术栈、目录结构）。每次对话都会自动注入。",{"q":5252,"a":5253},"Background Agent \u002F Bugbot 是什么？","Background Agents 在云端 VM 异步跑任务，你可以同时做别的；Bugbot 是 PR 检查器，自动扫描漏洞和给 fix 建议（2026 起进 Pro 默认按量计费）。",[3538,1815],{},[5257,5258,5259,5260],"claude-sonnet-4.5","gpt-5","gemini-2.5-pro","cursor-small",[5262,5263,5264,5265],"国内纯内网开发（连不上）","重度 JetBrains 用户（IDEA \u002F WebStorm \u002F GoLand）","预算敏感或学生（先试 Trae \u002F 通义灵码）","对 usage-based 计费高度敏感（2025-06 之后按 token 计费，重度用户月底容易超）","\u002Ftools\u002Fcoding\u002Fide\u002Fcursor",[3542,3543,3544],[5269,5273,5277,5281,5284],{"plan":5270,"price":1329,"limit":5271,"cn_pay":1624,"note":5272},"Hobby (Free)","Agent 限量 + Tab 补全限量","仅试用，不可付费",{"plan":1340,"price":1343,"limit":5274,"cn_pay":5275,"note":5276},"扩展 Agent + 前沿模型 + Cloud Agents + Bugbot（按量）","✅ 支付宝","个人主力档",{"plan":4912,"price":5278,"limit":5279,"cn_pay":3144,"note":5280},"$60+ \u002F $200\u002F月","更高用量配额，Agent 重度用户","天天跑 Agent 的开发者",{"plan":1396,"price":5282,"limit":5283,"cn_pay":3144,"note":1840},"$40\u002F用户\u002F月","团队计费 + SSO + 团队 Rules \u002F Skills \u002F 共享 Bugbot",{"plan":2079,"price":2082,"limit":5285,"cn_pay":3144,"note":5286},"Pool 用量 \u002F SCIM \u002F 审计 \u002F 仓库与模型访问控制","大型组织","Free \u002F Pro $20\u002Fmo \u002F Pro+ \u002F Ultra \u002F Teams $40\u002Fuser\u002Fmo \u002F Enterprise",[5289,5290,5291],"ai-coding\u002Fcursor-rules-best-practice","ai-coding\u002Frefactor-legacy-with-ai","ai-coding\u002Fcursor-vs-claude-code-when-to-use",{"power":1848,"ux":1848,"price":1179,"cn_support":1179,"stability":1847},{"title":1040,"description":5234},"Cursor 评测：最强 AI IDE，价格、模型与避坑",[5296,5298,5300],{"title":5297,"url":5187},"Cursor 官方定价页",{"title":5299,"url":5194},"Cursor Composer 官方文档",{"title":5301,"url":5201},"Cursor 3.5 Release Notes（Cloud Agents）","tools\u002Fcoding\u002Fide\u002Fcursor",[5304,5305,5306,5307],"全栈开发者（前端 \u002F 后端 \u002F 全栈一把抓）","习惯 VS Code 不想换编辑器的人","需要多文件大改、Agent 长任务的人","已经在用 MCP 生态（GitHub \u002F Linear \u002F Slack 等）的团队","AI 原生代码编辑器，Composer 多文件改写一时无两",[5232,5310,5311,4777,5312,5313,5314],"agent-mode","composer","vscode-fork","bugbot","background-agent","如果不在乎价格和网络，这是开发者第一选择；如果在乎，先看 Trae \u002F Claude Code。","https:\u002F\u002Fcursor.com","-Jj7hzus2HQSxreSaAl7I8g3bDkX0EqWlv7240Tz_wc",{"id":5319,"title":1051,"alternatives":5320,"api_compatible":1223,"body":5323,"category":5232,"chinese_friendly":1848,"cover":5823,"description":5824,"domestic":1793,"extension":1196,"faq":5825,"free":1793,"github":1178,"languages":5841,"meta":5842,"models":5843,"navigation":1198,"notSuitable":5849,"opensource":1793,"path":5853,"pillar":1823,"platforms":5854,"priceTable":5855,"pricing":5870,"published":3556,"relatedPlaybooks":5871,"relatedReviews":1223,"score":5873,"self_host":1793,"seo":5874,"seoTitle":5875,"slug":1203,"sources":5876,"stem":5885,"suitable":5886,"tagline":5891,"tags":5892,"updated":1875,"verdict":5898,"website":5776,"__hash__":5899},"tools\u002Ftools\u002Fcoding\u002Fide\u002Ftrae.md",[1202,4783,5321,5322],"coding\u002Fcopilot\u002Ftongyi-lingma","coding\u002Fcopilot\u002Fcodebuddy",{"type":13,"value":5324,"toc":5807},[5325,5327,5342,5344,5347,5373,5376,5420,5422,5495,5500,5502,5507,5511,5514,5518,5521,5525,5528,5530,5569,5571,5696,5698,5736,5738,5744,5746,5767,5769,5799,5805],[16,5326,1229],{"id":1228},[1231,5328,5330,5339],{"className":5329},[1234,1235,1236],[20,5331,5332,5334,5335,5338],{},[24,5333,1241],{}," Trae 是字节做的 AI IDE，",[24,5336,5337],{},"国内版完全免费 + 不需要代理 + 中文体验一流","，是目前国内开发者最接近「Cursor 替代」的选择。海外用户可用国际版（Pro $10\u002F月，仅 Cursor 一半价）。",[20,5340,5341],{},"天花板略低于 Cursor + Claude Sonnet 4.5 MAX 模式，但日常 90% 任务够用。",[16,5343,1252],{"id":1252},[20,5345,5346],{},"Trae 是 VS Code 的 fork，UI \u002F 快捷键 \u002F 插件全继承，但所有 AI 交互层重写。和 Cursor 是镜像关系，差异主要在：",[35,5348,5349,5355,5361,5367],{},[38,5350,5351,5354],{},[24,5352,5353],{},"国内访问稳定","：trae.com.cn 直接走国内 CDN，零代理。",[38,5356,5357,5360],{},[24,5358,5359],{},"模型默认走国产","：豆包 1.5-pro \u002F DeepSeek V3 \u002F Kimi K2-0905 \u002F Doubao-Seed-1.8 等，国内版全部免费无限调用。",[38,5362,5363,5366],{},[24,5364,5365],{},"国际版接入海外主流","：Claude 3.5\u002F3.7\u002F4 Sonnet、GPT-4.1\u002F4o\u002F5.2、Gemini 2.5 Pro\u002F3 Flash、DeepSeek-R1。",[38,5368,5369,5372],{},[24,5370,5371],{},"全中文优先","：从安装向导到错误提示全中文化，错误信息直接说「数组越界发生在 src\u002Futils.js 第 47 行」。",[20,5374,5375],{},"特色功能：",[1082,5377,5378,5384,5390,5396,5402,5408,5414],{},[38,5379,5380,5383],{},[24,5381,5382],{},"Builder 模式"," — 自然语言生成完整项目。输入「做个春节接福小游戏」，自动拆任务 + 配环境 + 出可跑代码。10 分钟搭基础项目。",[38,5385,5386,5389],{},[24,5387,5388],{},"Chat 编程"," — 实时对话排错，类似 Cursor Chat。",[38,5391,5392,5395],{},[24,5393,5394],{},"图像转代码"," — 上传 Figma \u002F UI 截图，AI 解析布局 + 输出响应式 HTML\u002FCSS。",[38,5397,5398,5401],{},[24,5399,5400],{},"Webview 实时预览"," — 改前端代码即所见即所得，热重载 \u003C 300ms。",[38,5403,5404,5407],{},[24,5405,5406],{},"SOLO 模式（国际版）"," — Agent 全自动跑 200 轮工具调用、上下文 200k，按 token 计费。",[38,5409,5410,5413],{},[24,5411,5412],{},"多模型自由切换"," — 同一编辑器里一键切 Claude \u002F GPT \u002F 豆包 \u002F DeepSeek，国内版全部免费。",[38,5415,5416,5419],{},[24,5417,5418],{},"一键迁移 VS Code \u002F Cursor 配置"," — 首次启动自动识别本地插件、ESLint、主题。",[16,5421,1302],{"id":1302},[482,5423,5424,5438],{},[485,5425,5426],{},[488,5427,5428,5430,5432,5435],{},[491,5429,1311],{},[491,5431,1302],{},[491,5433,5434],{},"模型",[491,5436,5437],{},"限制",[501,5439,5440,5456,5469,5482],{},[488,5441,5442,5447,5450,5453],{},[506,5443,5444],{},[24,5445,5446],{},"国内版",[506,5448,5449],{},"免费",[506,5451,5452],{},"豆包 \u002F DeepSeek \u002F Kimi \u002F Doubao-Seed",[506,5454,5455],{},"无限调用",[488,5457,5458,5461,5463,5466],{},[506,5459,5460],{},"国际版 Free",[506,5462,1329],{},[506,5464,5465],{},"Claude \u002F GPT \u002F Gemini",[506,5467,5468],{},"5000 补全 \u002F 月 + 1000 高级模型 + 60 超级模型",[488,5470,5471,5474,5476,5479],{},[506,5472,5473],{},"国际版 Pro",[506,5475,5048],{},[506,5477,5478],{},"全模型",[506,5480,5481],{},"无限补全 + 无限高级模型 + 600 快速队列超级模型",[488,5483,5484,5487,5490,5492],{},[506,5485,5486],{},"限时容量包",[506,5488,5489],{},"$3 \u002F $7 \u002F $12",[506,5491,1829],{},[506,5493,5494],{},"100 \u002F 300 \u002F 600 额外快速队列（Pro 加购）",[1168,5496,5497],{},[20,5498,5499],{},"国际版可付服务的国家\u002F地区目前覆盖东南亚、欧洲、美洲、澳洲、非洲共 30+ 国，中国大陆建议直接用国内版。",[16,5501,1415],{"id":1414},[1168,5503,5504],{},[20,5505,5506],{},"来源说明：以下场景为 Trae 官方文档与火山引擎社区演示流程归纳，非 AIHO 编辑部全程亲测。",[1422,5508,5510],{"id":5509},"任务-1vue-组件一键生成","任务 1：Vue 组件一键生成",[20,5512,5513],{},"Chat 里输入「写一个带表单校验的登录组件，UI 用 Element Plus」→ 直接输出可跑代码 + 自动 import 依赖。比 Cursor Composer 体感慢半秒（豆包响应略慢于 Claude），但代码质量相近。",[1422,5515,5517],{"id":5516},"任务-2截图转代码","任务 2：截图转代码",[20,5519,5520],{},"Builder 模式上传一张 Figma 商品卡片截图，约 90 秒内出带 hover 效果的组件代码（响应式 HTML + Tailwind）。多模态融合做得不错，但复杂动效细节仍需手动微调。",[1422,5522,5524],{"id":5523},"任务-3跨文件重构","任务 3：跨文件重构",[20,5526,5527],{},"Trae 的 Chat 能看到整个项目上下文（基于实时代码索引仓库），重构一个 500 行的 Pinia store 大约 60-90 秒搞定，准确率与 Cursor 同档。",[16,5529,1469],{"id":1468},[1471,5531,5533],{"className":2678,"code":5532,"language":2680,"meta":1178,"style":1178},"# 国内：https:\u002F\u002Fwww.trae.com.cn 下载\n# 国际：https:\u002F\u002Fwww.trae.ai 下载\n\n# 1. 启动 → 用手机号 \u002F 邮箱登录\n# 2. 一键导入 VS Code 配置（首次启动会问）\n# 3. 默认模型选豆包 1.5-pro（国内版）或 Claude Sonnet 4（国际版）\n# 4. Cmd\u002FCtrl + I 开 Chat，Cmd\u002FCtrl + L 开 Builder\n",[121,5534,5535,5540,5545,5549,5554,5559,5564],{"__ignoreMap":1178},[2684,5536,5537],{"class":2686,"line":2687},[2684,5538,5539],{"class":2840},"# 国内：https:\u002F\u002Fwww.trae.com.cn 下载\n",[2684,5541,5542],{"class":2686,"line":1182},[2684,5543,5544],{"class":2840},"# 国际：https:\u002F\u002Fwww.trae.ai 下载\n",[2684,5546,5547],{"class":2686,"line":1179},[2684,5548,2872],{"emptyLinePlaceholder":1198},[2684,5550,5551],{"class":2686,"line":1847},[2684,5552,5553],{"class":2840},"# 1. 启动 → 用手机号 \u002F 邮箱登录\n",[2684,5555,5556],{"class":2686,"line":1848},[2684,5557,5558],{"class":2840},"# 2. 一键导入 VS Code 配置（首次启动会问）\n",[2684,5560,5561],{"class":2686,"line":2888},[2684,5562,5563],{"class":2840},"# 3. 默认模型选豆包 1.5-pro（国内版）或 Claude Sonnet 4（国际版）\n",[2684,5565,5566],{"class":2686,"line":2893},[2684,5567,5568],{"class":2840},"# 4. Cmd\u002FCtrl + I 开 Chat，Cmd\u002FCtrl + L 开 Builder\n",[16,5570,1481],{"id":1481},[482,5572,5573,5588],{},[485,5574,5575],{},[488,5576,5577,5579,5581,5583,5585],{},[491,5578,1490],{},[491,5580,558],{},[491,5582,569],{},[491,5584,3034],{},[491,5586,5587],{},"通义灵码",[501,5589,5590,5607,5621,5634,5650,5666,5680],{},[488,5591,5592,5594,5598,5601,5604],{},[506,5593,1302],{},[506,5595,5596],{},[24,5597,5449],{},[506,5599,5600],{},"$20\u002F月+用量",[506,5602,5603],{},"$15\u002F月",[506,5605,5606],{},"个人免费",[488,5608,5609,5611,5614,5616,5618],{},[506,5610,1911],{},[506,5612,5613],{},"独立 IDE",[506,5615,5613],{},[506,5617,5613],{},[506,5619,5620],{},"VS Code \u002F JetBrains 插件",[488,5622,5623,5626,5628,5630,5632],{},[506,5624,5625],{},"国内直连",[506,5627,3144],{},[506,5629,1624],{},[506,5631,1624],{},[506,5633,3144],{},[488,5635,5636,5639,5642,5645,5647],{},[506,5637,5638],{},"默认模型",[506,5640,5641],{},"豆包 1.5-pro",[506,5643,5644],{},"Claude\u002FGPT",[506,5646,5644],{},[506,5648,5649],{},"通义千问",[488,5651,5652,5655,5658,5660,5663],{},[506,5653,5654],{},"上下文召回",[506,5656,5657],{},"@-symbol",[506,5659,5657],{},[506,5661,5662],{},"Cascade",[506,5664,5665],{},"@workspace",[488,5667,5668,5671,5674,5676,5678],{},[506,5669,5670],{},"多文件 Agent",[506,5672,5673],{},"Builder",[506,5675,4832],{},[506,5677,5662],{},[506,5679,1631],{},[488,5681,5682,5684,5687,5690,5693],{},[506,5683,1636],{},[506,5685,5686],{},"国内全栈",[506,5688,5689],{},"海外全栈",[506,5691,5692],{},"海外重 Agent",[506,5694,5695],{},"JetBrains 党",[16,5697,1651],{"id":1651},[1082,5699,5700,5706,5712,5718,5724,5730],{},[38,5701,5702,5705],{},[24,5703,5704],{},"国内版 ≠ 国际版","，账号互不相通，下载安装包注意别下错。",[38,5707,5708,5711],{},[24,5709,5710],{},"海外有 Claude 限制","：港澳地区 Claude 系列暂不可用，需用 GPT 或 Gemini 替代。",[38,5713,5714,5717],{},[24,5715,5716],{},"Pro 退款窗口仅 24 小时且未使用过权益","，订阅前先用 Free 跑一遍流程。",[38,5719,5720,5723],{},[24,5721,5722],{},"插件生态仍在追","：Trae 的 MCP \u002F 第三方扩展数量不及 Cursor，深度集成场景可能需要 fallback 到 VS Code。",[38,5725,5726,5729],{},[24,5727,5728],{},"企业版需要单独询价","，且只通过官方销售渠道，不要从第三方买。",[38,5731,5732,5735],{},[24,5733,5734],{},"Builder 模式生成的代码质量随提示词复杂度下降","，超过 3 个功能模块的复杂项目建议拆成多次 Chat。",[16,5737,1707],{"id":1706},[20,5739,5740,5741,5743],{},"✅ 国内开发者（零代理）；预算敏感（免费档够用）；中文 prompt 重度用户；想试 AI IDE 但不想花钱的人。",[1712,5742],{},"\n❌ 需要 Claude MAX 模式 + 长上下文 + 极致质量的人；JetBrains 重度用户；MCP 生态深度依赖者。",[16,5745,1107],{"id":1107},[35,5747,5748,5754,5758],{},[38,5749,1721,5750],{},[1114,5751,5753],{"href":5752},"\u002Fplaybook\u002Ftrae-vs-cursor.html","Trae vs Cursor 怎么选",[38,5755,1728,5756],{},[1114,5757,5169],{"href":5168},[38,5759,1735,5760,1117,5762,1117,5764],{},[1114,5761,1040],{"href":1116},[1114,5763,3034],{"href":3033},[1114,5765,5587],{"href":5766},"\u002Fcoding\u002Fcopilot\u002Ftongyi-lingma.html",[16,5768,1163],{"id":1163},[35,5770,5771,5778,5785,5792],{},[38,5772,5773,5774],{},"官网（国内版）：",[1114,5775,5776],{"href":5776,"rel":5777},"https:\u002F\u002Fwww.trae.com.cn",[1260],[38,5779,5780,5781],{},"官网（国际版）：",[1114,5782,5783],{"href":5783,"rel":5784},"https:\u002F\u002Fwww.trae.ai",[1260],[38,5786,5787,5788],{},"计费文档：",[1114,5789,5790],{"href":5790,"rel":5791},"https:\u002F\u002Fwww.w3cschool.cn\u002Ftraedocs\u002Ftrae-ide-billing.html",[1260],[38,5793,5794,5795],{},"模型更新公告：",[1114,5796,5797],{"href":5797,"rel":5798},"https:\u002F\u002Fdeveloper.volcengine.com\u002Farticles\u002F7598410724993728521",[1260],[1168,5800,5801],{},[20,5802,1770,5803,1773],{},[1114,5804,1175],{"href":1175},[3514,5806,5215],{},{"title":1178,"searchDepth":1179,"depth":1179,"links":5808},[5809,5810,5811,5812,5817,5818,5819,5820,5821,5822],{"id":1228,"depth":1182,"text":1229},{"id":1252,"depth":1182,"text":1252},{"id":1302,"depth":1182,"text":1302},{"id":1414,"depth":1182,"text":1415,"children":5813},[5814,5815,5816],{"id":5509,"depth":1179,"text":5510},{"id":5516,"depth":1179,"text":5517},{"id":5523,"depth":1179,"text":5524},{"id":1468,"depth":1182,"text":1469},{"id":1481,"depth":1182,"text":1481},{"id":1651,"depth":1182,"text":1651},{"id":1706,"depth":1182,"text":1707},{"id":1107,"depth":1182,"text":1107},{"id":1163,"depth":1182,"text":1163},"\u002Fimg\u002Ftools\u002Ftrae.webp","Trae 真实评测：字节出品的 AI IDE，国内版完全免费、无需代理、Doubao 模型直连，是 Cursor 的国内平替首选；国际版 $10\u002F月 Pro 接入 Claude \u002F GPT-4o \u002F Gemini。含价格对比、与 Cursor 的差异、避坑指南。",[5826,5829,5832,5835,5838],{"q":5827,"a":5828},"Trae 国内版和国际版有什么区别？","国内版（trae.com.cn）完全免费，模型走豆包 1.5-pro 和优化的 DeepSeek 系列，全中文 UI；国际版（trae.ai）有 Free \u002F Pro 两档，Pro $10\u002F月，接入 Claude \u002F GPT \u002F Gemini 等海外主流模型。注意：Claude 系列在中国港澳暂不可用。",{"q":5830,"a":5831},"Trae 真的免费吗？怎么赚钱？","国内版目前长期免费，靠字节的算力补贴，等同于豆包 \u002F 即梦的获客逻辑。海外版才有付费档。",{"q":5833,"a":5834},"Trae Builder \u002F SOLO 模式是什么？","Builder 是「自然语言生成完整项目」模式，类似 Bolt.new 思路，10 分钟搭基础项目；SOLO 是 Trae 国际版的 Agent 全自动模式，能跑 200 轮工具调用、200k 上下文窗口（按 token 计费）。",{"q":5836,"a":5837},"和 Cursor 比怎么样？","GUI 完全一致（都是 VS Code fork），Composer ≈ Trae 的 Chat + Builder；中文场景 Trae 体感更顺、不卡；模型天花板 Cursor 仍更强（特别是开 MAX）；生态插件 Cursor 多。看你怎么选。",{"q":5839,"a":5840},"支持哪些 IDE？","Trae 本身就是独立 IDE（VS Code fork），不是插件。如果你想保留 JetBrains \u002F VS Code 原版，看通义灵码 \u002F CodeBuddy。",[3538,1815],{},[5844,5845,5846,5847,5259,5848],"doubao-seed-1.8","deepseek-v3","claude-sonnet-4","gpt-4o","kimi-k2",[5850,5851,5852],"需要极致 SOTA 模型（Cursor 的 MAX 模式 + Claude Sonnet 4.5 仍领先）","重度 JetBrains 用户","需要 Cursor MCP 生态深度集成的人（Trae MCP 生态仍在追）","\u002Ftools\u002Fcoding\u002Fide\u002Ftrae",[3542,3543,3544],[5856,5859,5862,5866],{"plan":5446,"price":5449,"limit":5857,"cn_pay":5449,"note":5858},"Doubao \u002F DeepSeek \u002F Kimi 等国产模型免费无限调用","国内开发者首选",{"plan":5460,"price":1329,"limit":5860,"cn_pay":1829,"note":5861},"5000 次补全 + 1000 次高级模型 + 60 次超级模型\u002F月","海外免费档",{"plan":5473,"price":5048,"limit":5863,"cn_pay":5864,"note":5865},"无限补全 + 无限高级模型 + 600 次快速队列超级模型","支付宝可付","$10 起，超过 Cursor $20 一半",{"plan":5486,"price":5489,"limit":5867,"cn_pay":5868,"note":5869},"100 \u002F 300 \u002F 600 次快速队列问答（30 天有效）","支付宝","Pro 用户加购","国内版免费 \u002F 国际版 Free \u002F Pro $10\u002F月",[5872,5290],"ai-coding\u002Ftrae-vs-cursor",{"power":1847,"ux":1848,"price":1848,"cn_support":1848,"stability":1847},{"title":1051,"description":5824},"Trae 评测：字节 AI IDE，国内免费 Cursor 平替",[5877,5879,5881,5883],{"title":5878,"url":5776},"Trae 官网（国内版）",{"title":5880,"url":5783},"Trae 官网（国际版）",{"title":5882,"url":5790},"Trae IDE 国际版套餐与计费",{"title":5884,"url":5797},"火山引擎社区 Trae 更新公告","tools\u002Fcoding\u002Fide\u002Ftrae",[5887,5888,5889,5890],"国内开发者（不想折腾代理）","学生 \u002F 预算敏感人群","中文 prompt 重度用户","习惯 VS Code 但想试 AI IDE 的人","字节出品的 AI IDE，国内访问稳定 + 长期免费",[5232,5893,5894,5895,5312,5896,5897],"bytedance","free","china","builder-mode","multi-model","国内 Cursor 平替首选。免费 + 中文一流 + 不需要代理；天花板略低于 Cursor 但够用。海外用户可用国际版（功能略丰富，需付费）。","DyuvtL3M66V90ceYPXlkbNnqdVAdjJ3AVBIPso_vxbU",1782663747942]