[{"data":1,"prerenderedAt":4679},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"review-ai-coding-tools-2026-landscape":9,"review-related-ai-coding-tools-2026-landscape":738},{"tools":4,"reviews":5},75,34,{"tools":4,"reviews":5,"playbooks":7,"news":8},33,27,{"id":10,"title":11,"body":12,"cover":699,"description":700,"extension":701,"lastVerified":702,"meta":703,"navigation":717,"path":718,"published":702,"relatedTools":719,"seo":725,"seoTitle":726,"stem":727,"tags":728,"updated":702,"verdict":736,"__hash__":737},"review\u002Freview\u002Fai-coding-tools-2026-landscape.md","2026 年 AI 编程工具全景图：18 款实测排行",{"type":13,"value":14,"toc":680},"minimark",[15,19,32,35,39,161,170,174,177,356,361,364,368,402,405,424,428,439,443,451,455,466,470,473,555,566,570,608,612,629,632,675],[16,17,18],"h2",{"id":18},"一句话结论",[20,21,22,23,27,28,31],"p",{},"2026 年的 AI 编程工具已经不是「Copilot vs 其他人」的格局，而是",[24,25,26],"strong",{},"按形态分桶、按场景选型","的市场。我们实测了 18 款主流工具，结论是：",[24,29,30],{},"没有任何一个工具通吃所有场景","——国内日常用 Trae + 通义灵码，海外全栈用 Cursor，长任务终端用 Claude Code，零代码出应用用 Bolt.new \u002F Lovable，数据敏感走本地 Ollama \u002F vLLM。",[20,33,34],{},"本文给你一张图看懂 18 款、一个 Top 10 排行、一套 5 维评分方法论，以及按 5 类人群的直接推荐。",[16,36,38],{"id":37},"一张图看懂-18-款6-桶分类","一张图看懂 18 款（6 桶分类）",[40,41,42,61],"table",{},[43,44,45],"thead",{},[46,47,48,52,55,58],"tr",{},[49,50,51],"th",{},"桶",[49,53,54],{},"代表工具",[49,56,57],{},"形态",[49,59,60],{},"适合谁",[62,63,64,81,97,113,129,145],"tbody",{},[46,65,66,72,75,78],{},[67,68,69],"td",{},[24,70,71],{},"AI IDE",[67,73,74],{},"Cursor、Trae、Windsurf、Qoder、通义灵码 IDE",[67,76,77],{},"独立编辑器（VS Code fork）",[67,79,80],{},"想要图形化多文件改写",[46,82,83,88,91,94],{},[67,84,85],{},[24,86,87],{},"CLI Agent",[67,89,90],{},"Claude Code、Codex CLI、Aider、Cline、OpenCode",[67,92,93],{},"终端工具",[67,95,96],{},"终端 \u002F Vim \u002F 服务器党",[46,98,99,104,107,110],{},[67,100,101],{},[24,102,103],{},"Copilot 插件",[67,105,106],{},"通义灵码、Comate、CodeBuddy、MarsCode、GitHub Copilot",[67,108,109],{},"编辑器插件",[67,111,112],{},"不想换 IDE、要补全",[46,114,115,120,123,126],{},[67,116,117],{},[24,118,119],{},"Coding Agent",[67,121,122],{},"Devin、Augment、Jules、Continue、OpenHands",[67,124,125],{},"自主多步编程",[67,127,128],{},"委托整块任务",[46,130,131,136,139,142],{},[67,132,133],{},[24,134,135],{},"App Builder",[67,137,138],{},"Bolt.new、Lovable、v0、Replit Agent、GitHub Spark",[67,140,141],{},"浏览器生成应用",[67,143,144],{},"非技术 \u002F 快速 MVP",[46,146,147,152,155,158],{},[67,148,149],{},[24,150,151],{},"本地推理",[67,153,154],{},"Ollama、vLLM、LM Studio、Jan、Open WebUI",[67,156,157],{},"本地跑模型",[67,159,160],{},"数据敏感 \u002F 零 API 成本",[162,163,164],"blockquote",{},[20,165,166,169],{},[24,167,168],{},"AIHO 观点","：分桶的意义在于——同一个「帮我写代码」需求，在 IDE 桶里你期待图形化 diff，在 CLI 桶里你期待长任务自主规划，在 Builder 桶里你期待一句话出应用。混为一谈去排名没意义。",[16,171,173],{"id":172},"综合-top-10-排行2026-中","综合 Top 10 排行（2026 中）",[20,175,176],{},"评分基于 5 维（能力 \u002F 易用 \u002F 性价比 \u002F 中文 \u002F 稳定），加权综合：",[40,178,179,195],{},[43,180,181],{},[46,182,183,186,189,192],{},[49,184,185],{},"排名",[49,187,188],{},"工具",[49,190,191],{},"综合分",[49,193,194],{},"一句话定位",[62,196,197,213,229,245,261,277,292,308,324,340],{},[46,198,199,202,207,210],{},[67,200,201],{},"1",[67,203,204],{},[24,205,206],{},"Cursor",[67,208,209],{},"4.7",[67,211,212],{},"海外全栈 GUI 天花板（SpaceX 收购后算力更足）",[46,214,215,218,223,226],{},[67,216,217],{},"2",[67,219,220],{},[24,221,222],{},"Claude Code",[67,224,225],{},"4.6",[67,227,228],{},"长任务终端 Agent 第一梯队",[46,230,231,234,239,242],{},[67,232,233],{},"3",[67,235,236],{},[24,237,238],{},"Trae",[67,240,241],{},"4.5",[67,243,244],{},"国内免费 Cursor 平替首选",[46,246,247,250,255,258],{},[67,248,249],{},"4",[67,251,252],{},[24,253,254],{},"通义灵码 \u002F Qoder CN",[67,256,257],{},"4.4",[67,259,260],{},"国产免费 + Qwen3-Coder 开源底座",[46,262,263,266,271,274],{},[67,264,265],{},"5",[67,267,268],{},[24,269,270],{},"Windsurf",[67,272,273],{},"4.3",[67,275,276],{},"海外 Agent IDE 老二",[46,278,279,282,287,289],{},[67,280,281],{},"6",[67,283,284],{},[24,285,286],{},"Codex CLI",[67,288,273],{},[67,290,291],{},"OpenAI 官方 CLI，Plus\u002FPro 已含",[46,293,294,297,302,305],{},[67,295,296],{},"7",[67,298,299],{},[24,300,301],{},"Cline",[67,303,304],{},"4.2",[67,306,307],{},"开源 VS Code Agent，BYOK 自由",[46,309,310,313,318,321],{},[67,311,312],{},"8",[67,314,315],{},[24,316,317],{},"Bolt.new",[67,319,320],{},"4.1",[67,322,323],{},"浏览器全栈 MVP 最快",[46,325,326,329,334,337],{},[67,327,328],{},"9",[67,330,331],{},[24,332,333],{},"GitHub Copilot",[67,335,336],{},"4.0",[67,338,339],{},"老牌补全，生态广",[46,341,342,345,350,353],{},[67,343,344],{},"10",[67,346,347],{},[24,348,349],{},"Comate",[67,351,352],{},"3.9",[67,354,355],{},"百度文心，C++ 国产第一档",[162,357,358],{},[20,359,360],{},"说明：综合分是 AIHO 编辑部基于公开评测 + 工具卡数据的加权，非厂商数据。详细分桶评分见各工具卡。",[16,362,363],{"id":363},"按场景推荐",[365,366,367],"h3",{"id":367},"国内开发者",[369,370,371,378,384,396],"ul",{},[372,373,374,377],"li",{},[24,375,376],{},"主力 IDE","：Trae 国内版（免费、直连、中文一流）",[372,379,380,383],{},[24,381,382],{},"日常补全","：通义灵码（免费）",[372,385,386,389,390,395],{},[24,387,388],{},"长任务","：中转 Claude Code（见 ",[391,392,394],"a",{"href":393},"\u002Fplaybook\u002Fai-coding\u002Fchina-developer-stack.html","国内组合拳","）",[372,397,398,401],{},[24,399,400],{},"避坑","：别硬刚代理跑 Cursor，国内 Trae 体验更顺",[365,403,404],{"id":404},"海外开发者",[369,406,407,413,418],{},[372,408,409,412],{},[24,410,411],{},"全栈 IDE","：Cursor（Composer + Cloud Agents）",[372,414,415,417],{},[24,416,388],{},"：Claude Code 或 Codex CLI（看你站 Claude 还是 GPT）",[372,419,420,423],{},[24,421,422],{},"开源偏好","：Cline \u002F Aider + 任意模型",[365,425,427],{"id":426},"jetbrains-派","JetBrains 派",[369,429,430,433,436],{},[372,431,432],{},"CLI 工具是朋友：Claude Code \u002F Codex CLI \u002F Aider 不绑 IDE",[372,434,435],{},"插件：通义灵码 \u002F Comate \u002F GitHub Copilot 都支持 JB",[372,437,438],{},"别切 Cursor（JB 支持有限）",[365,440,442],{"id":441},"终端-服务器派","终端 \u002F 服务器派",[369,444,445,448],{},[372,446,447],{},"Claude Code、Codex CLI、Aider、OpenCode、Warp",[372,449,450],{},"SSH 远程、CI\u002FCD、运维脚本场景天然适配",[365,452,454],{"id":453},"学生党-预算敏感","学生党 \u002F 预算敏感",[369,456,457,460,463],{},[372,458,459],{},"全免费：Trae 国内版 + 通义灵码 + 通义灵码 IDE",[372,461,462],{},"轻度海外：Cursor Hobby（Free）+ Codex CLI（Plus 已含）",[372,464,465],{},"本地零成本：Ollama + Continue 插件",[16,467,469],{"id":468},"_5-维评分方法论","5 维评分方法论",[20,471,472],{},"我们给每款工具打 5 个 1-5 分维度：",[40,474,475,488],{},[43,476,477],{},[46,478,479,482,485],{},[49,480,481],{},"维度",[49,483,484],{},"衡量什么",[49,486,487],{},"高分的代表",[62,489,490,503,516,529,542],{},[46,491,492,497,500],{},[67,493,494],{},[24,495,496],{},"能力（power）",[67,498,499],{},"模型底座 + Agent 自主性 + 上下文工程",[67,501,502],{},"Claude Code、Cursor",[46,504,505,510,513],{},[67,506,507],{},[24,508,509],{},"易用（ux）",[67,511,512],{},"上手成本 + 图形化 + 中文体验",[67,514,515],{},"Trae、Bolt.new",[46,517,518,523,526],{},[67,519,520],{},[24,521,522],{},"性价比（price）",[67,524,525],{},"免费档 + 订阅合理性",[67,527,528],{},"通义灵码、Trae（免费）",[46,530,531,536,539],{},[67,532,533],{},[24,534,535],{},"中文（cn_support）",[67,537,538],{},"国内直连 + 中文体感 + 支付",[67,540,541],{},"通义灵码、Comate、Trae",[46,543,544,549,552],{},[67,545,546],{},[24,547,548],{},"稳定（stability）",[67,550,551],{},"不崩、不跑偏、不封号",[67,553,554],{},"GitHub Copilot、CodeRabbit",[162,556,557],{},[20,558,559,561,562,565],{},[24,560,168],{},"：很多人只看「能力」一维就下单，结果被「国内连不上 \u002F 付款麻烦 \u002F 中文偏差」劝退。5 维里",[24,563,564],{},"中文 + 稳定","对国内用户权重应该最高——这也是我们把 Trae \u002F 通义灵码排进前 4 的原因。",[16,567,569],{"id":568},"_2026-趋势","2026 趋势",[571,572,573,579,590,596,602],"ol",{},[372,574,575,578],{},[24,576,577],{},"Agent 化","：从「补全」到「自主多文件改写 + 跑测试 + 提交」，Cursor Composer \u002F Claude Code \u002F Qoder Quest 是代表。",[372,580,581,584,585,589],{},[24,582,583],{},"MCP 协议标准化","：Anthropic 的 MCP 已成事实标准，工具互调不再各自适配（见 ",[391,586,588],{"href":587},"\u002Fplaybook\u002Fai-agent\u002Fmcp-from-zero.html","MCP 实战","）。",[372,591,592,595],{},[24,593,594],{},"本地化 \u002F 私有部署","：Ollama \u002F vLLM \u002F Qwen3-Coder 开源，数据敏感场景全本地跑。",[372,597,598,601],{},[24,599,600],{},"企业私有部署","：Comate SPEC、Qoder Quest、Dify 工作流，把 AI 开发白盒化、可审计。",[372,603,604,607],{},[24,605,606],{},"多模型路由","：一个工具切 Claude \u002F GPT \u002F 豆包 \u002F DeepSeek，按任务选模型。",[16,609,611],{"id":610},"aiho-观点工具会收敛但分桶长期存在","AIHO 观点：工具会收敛，但分桶长期存在",[20,613,614,615,618,619,623,624,628],{},"短期看，Cursor \u002F Claude Code \u002F Trae 三家会持续拉大差距；但「IDE \u002F CLI \u002F 插件 \u002F Builder \u002F 本地」的分桶不会消失——因为",[24,616,617],{},"用户的使用场景根本不同","。与其追排名，不如按本文的场景表选 1-2 个主力，把 ",[391,620,622],{"href":621},"\u002Fplaybook\u002Fai-coding\u002Fclaude-md-best-practice.html","CLAUDE.md"," \u002F ",[391,625,627],{"href":626},"\u002Fplaybook\u002Fai-coding\u002Fcursor-rules-best-practice.html","Cursor Rules"," 写好，让工具真正贴合你的项目。",[16,630,631],{"id":631},"相关阅读",[369,633,634,650,657,668],{},[372,635,636,637,641,642,641,646],{},"对比：",[391,638,640],{"href":639},"\u002Fcompare\u002Fcursor-vs-claude-code.html","Cursor vs Claude Code"," ｜ ",[391,643,645],{"href":644},"\u002Fcompare\u002Fcursor-vs-trae.html","Cursor vs Trae",[391,647,649],{"href":648},"\u002Freview\u002Fchina-ai-ide-shootout.html","国内 AI IDE 三强",[372,651,652,653],{},"国产评测：",[391,654,656],{"href":655},"\u002Freview\u002Fchina-copilot-shootout.html","国产 Copilot 四强横评",[372,658,659,660,641,664],{},"方案：",[391,661,663],{"href":662},"\u002Fplaybook\u002Fai-coding\u002Frefactor-legacy-with-ai.html","用 AI 重构遗留代码",[391,665,667],{"href":666},"\u002Fplaybook\u002Fai-coding\u002Fwrite-tests-with-ai.html","用 AI 写单元测试",[372,669,670,671],{},"Agent 全景：",[391,672,674],{"href":673},"\u002Freview\u002Fai-agent-platforms-2026-landscape.html","2026 AI Agent 平台全景图",[162,676,677],{},[20,678,679],{},"来源说明：本文基于各工具官方页面、定价页及 AIHO 编辑部实测归纳。市场变化快，排名为编辑部观点，请以最新官方信息为准。",{"title":681,"searchDepth":682,"depth":682,"links":683},"",3,[684,686,687,688,695,696,697,698],{"id":18,"depth":685,"text":18},2,{"id":37,"depth":685,"text":38},{"id":172,"depth":685,"text":173},{"id":363,"depth":685,"text":363,"children":689},[690,691,692,693,694],{"id":367,"depth":682,"text":367},{"id":404,"depth":682,"text":404},{"id":426,"depth":682,"text":427},{"id":441,"depth":682,"text":442},{"id":453,"depth":682,"text":454},{"id":468,"depth":685,"text":469},{"id":568,"depth":685,"text":569},{"id":610,"depth":685,"text":611},{"id":631,"depth":685,"text":631},null,"2026 年 AI 编程工具全景图：18 款工具按 IDE \u002F CLI \u002F 插件 \u002F Agent \u002F Builder \u002F 本地 6 桶分类，综合 Top 10 排行，按国内\u002F海外\u002FJetBrains\u002F终端\u002F学生党场景推荐，5 维评分方法论，以及 2026 趋势（Agent 化、MCP、本地化、私有部署）。","md","2026-08-02",{"sources":704},[705,708,711,714],{"title":706,"url":707},"Cursor 官方定价","https:\u002F\u002Fcursor.com\u002Fpricing",{"title":709,"url":710},"Claude Code 官方文档","https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Foverview",{"title":712,"url":713},"Trae 官网（国内版）","https:\u002F\u002Fwww.trae.com.cn",{"title":715,"url":716},"Dify GitHub","https:\u002F\u002Fgithub.com\u002Flanggenius\u002Fdify",true,"\u002Freview\u002Fai-coding-tools-2026-landscape",[720,721,722,723,724],"coding\u002Fide\u002Fcursor","coding\u002Fcli\u002Fclaude-code","coding\u002Fide\u002Ftrae","coding\u002Fide\u002Fwindsurf","coding\u002Fcopilot\u002Ftongyi-lingma",{"title":11,"description":700},"2026 年 AI 编程工具排行：18 款实测、按场景推荐与 5 维评分方法论","review\u002Fai-coding-tools-2026-landscape",[729,730,731,732,733,734,735],"ai编程","全景图","排行",2026,"cursor","claude-code","trae","2026 年没有「一个工具通吃」：国内日常选 Trae + 通义灵码，海外全栈选 Cursor，长任务终端选 Claude Code，零代码出应用选 Bolt.new\u002FLovable，数据敏感走本地 Ollama\u002FvLLM。按场景选，别追排名。","MaJZHDxUDQ09TCMLe_97j3YD-Omasj5bmT7bP8wdXVI",[739,2105,2625,3242,3853],{"id":740,"title":222,"alternatives":741,"api_compatible":745,"body":747,"category":2016,"chinese_friendly":682,"cover":2017,"description":2018,"domestic":2019,"extension":701,"faq":699,"free":2019,"github":1969,"languages":2020,"lastVerified":702,"meta":2022,"models":2023,"navigation":717,"notSuitable":2027,"opensource":2019,"path":2031,"pillar":2032,"platforms":2033,"priceTable":2037,"pricing":2057,"published":2058,"relatedPlaybooks":2059,"relatedReviews":2066,"score":2074,"self_host":2019,"seo":2075,"seoTitle":2076,"slug":721,"sources":2077,"stem":2089,"suitable":2090,"tagline":2096,"tags":2097,"updated":2102,"verdict":2103,"website":1956,"__hash__":2104},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fclaude-code.md",[742,743,744],"coding\u002Fcli\u002Fcodex","coding\u002Fcli\u002Faider","coding\u002Fcli\u002Fcline",[746],"anthropic",{"type":13,"value":748,"toc":1999},[749,753,805,810,813,817,827,867,870,874,882,918,934,938,941,1095,1113,1117,1128,1208,1211,1215,1229,1232,1247,1329,1332,1349,1362,1370,1374,1538,1541,1585,1588,1745,1751,1765,1770,1789,1792,1888,1890,1946,1949,1987,1995],[16,750,752],{"id":751},"tldr","TL;DR",[754,755,760,771,782],"div",{"className":756},[757,758,759],"card","p-5","my-4",[20,761,762,765,766,770],{},[24,763,764],{},"一句话："," 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 ",[767,768,769],"code",{},"claude","，用自然语言让它读代码、改文件、跑测试、提交 commit——全自动。",[20,772,773,774,777,778,781],{},"最大价值是 ",[24,775,776],{},"不绑死 IDE","——VS Code、JetBrains、Vim、Emacs、Neovim 全能用，远程 SSH 也行。代价是 ",[24,779,780],{},"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。",[20,783,784,787,788,792,793,796,797,800,801,804],{},[24,785,786],{},"2026-07 最新进展","：核心模型已升级为 ",[391,789,791],{"href":790},"\u002Fmodels\u002Fclaude-sonnet-5.html","Claude Sonnet 5","（复杂任务用 Opus 4.8），1M 上下文；新增 ",[767,794,795],{},"\u002Ffork","（复制会话到后台并行）、",[767,798,799],{},"\u002Fsubtask","（取代内联子 agent）；会话级上限（WebSearch 200 次、子 agent 200 个）；MCP 调用超 2 分钟自动转后台。",[24,802,803],{},"Claude Code for Visual Studio","（7-08）成为首个正式接入调试器（断点\u002F运行时变量\u002F调用栈）的 AI 编程工具。当前版本 v2.1.201–206。Claude Code 约占 AI 编程赛道一半市场，ARR 约 $2.5B。",[162,806,807],{},[20,808,809],{},"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。",[16,811,812],{"id":812},"核心特性",[365,814,816],{"id":815},"终端原生的-agent-体验","终端原生的 Agent 体验",[20,818,819,820,823,824,826],{},"不像 Cursor \u002F Windsurf 那种\"AI IDE\"，Claude Code 是个 ",[24,821,822],{},"CLI 工具","——在任何编辑器旁边开个终端，跑 ",[767,825,769],{},"，就进入了一个能读你整个 codebase 的对话环境。",[828,829,833],"pre",{"className":830,"code":831,"language":832,"meta":681,"style":681},"language-bash shiki shiki-themes github-light github-dark","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","bash",[767,834,835,848,857],{"__ignoreMap":681},[836,837,840,844],"span",{"class":838,"line":839},"line",1,[836,841,843],{"class":842},"sj4cs","cd",[836,845,847],{"class":846},"sZZnC"," your-project\n",[836,849,850,853],{"class":838,"line":685},[836,851,769],{"class":852},"sScJk",[836,854,856],{"class":855},"sJ8bj","                          # 进入交互模式\n",[836,858,859,863],{"class":838,"line":682},[836,860,862],{"class":861},"szBVR",">",[836,864,866],{"class":865},"sVt8B"," 帮我把这个 Express 项目迁移到 Fastify，写完之后跑测试确认通过\n",[20,868,869],{},"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。",[365,871,873],{"id":872},"子代理sub-agents-并行任务","子代理（Sub-agents）+ 并行任务",[20,875,876,877,881],{},"Claude Code 2.x 引入了 ",[391,878,880],{"href":879},"\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：",[828,883,885],{"className":830,"code":884,"language":832,"meta":681,"style":681},"\u002Fsubtask            # 派发独立子任务（2026-07 起取代内联子 agent）\n\u002Ffork               # 复制当前会话到后台并行推进\n\u002Fagents             # 管理子代理\n\u002Ftasks              # 列出后台运行的子代理\n",[767,886,887,894,901,909],{"__ignoreMap":681},[836,888,889,891],{"class":838,"line":839},[836,890,799],{"class":852},[836,892,893],{"class":855},"            # 派发独立子任务（2026-07 起取代内联子 agent）\n",[836,895,896,898],{"class":838,"line":685},[836,897,795],{"class":852},[836,899,900],{"class":855},"               # 复制当前会话到后台并行推进\n",[836,902,903,906],{"class":838,"line":682},[836,904,905],{"class":852},"\u002Fagents",[836,907,908],{"class":855},"             # 管理子代理\n",[836,910,912,915],{"class":838,"line":911},4,[836,913,914],{"class":852},"\u002Ftasks",[836,916,917],{"class":855},"              # 列出后台运行的子代理\n",[20,919,920,921,927,928,930,931,933],{},"据 ",[391,922,926],{"href":923,"rel":924},"https:\u002F\u002Fcomputingforgeeks.com\u002Fclaude-code-cheat-sheet",[925],"nofollow","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。2026-07 更新后，",[767,929,799],{}," 取代了旧的内联子 agent 写法，",[767,932,795],{}," 则能把整个会话复制一份丢到后台继续跑；会话级新增上限（WebSearch 200 次、子 agent 200 个），MCP 调用超 2 分钟自动转后台执行。",[365,935,937],{"id":936},"slash-命令生产力关键","Slash 命令（生产力关键）",[20,939,940],{},"Claude Code 内置了一套 slash 命令，是日常使用的核心：",[40,942,943,953],{},[43,944,945],{},[46,946,947,950],{},[49,948,949],{},"命令",[49,951,952],{},"用途",[62,954,955,968,978,991,1001,1011,1021,1031,1041,1051,1061,1071,1081],{},[46,956,957,962],{},[67,958,959],{},[767,960,961],{},"\u002Finit",[67,963,964,965,967],{},"第一次进入仓库时跑，生成 ",[767,966,622],{},"（项目记忆）",[46,969,970,975],{},[67,971,972],{},[767,973,974],{},"\u002Fmemory",[67,976,977],{},"编辑长期记忆",[46,979,980,985],{},[67,981,982],{},[767,983,984],{},"\u002Fclear",[67,986,987,988,395],{},"清空当前对话，重新开始（",[24,989,990],{},"最被低估的命令",[46,992,993,998],{},[67,994,995],{},[767,996,997],{},"\u002Fcompact",[67,999,1000],{},"长对话压缩，挽救快爆炸的 context window",[46,1002,1003,1008],{},[67,1004,1005],{},[767,1006,1007],{},"\u002Fcontext",[67,1009,1010],{},"显示当前 context 用量",[46,1012,1013,1018],{},[67,1014,1015],{},[767,1016,1017],{},"\u002Fplan",[67,1019,1020],{},"切到 plan 模式（只规划不执行）",[46,1022,1023,1028],{},[67,1024,1025],{},[767,1026,1027],{},"\u002Fmodel",[67,1029,1030],{},"切换模型（Opus \u002F Sonnet \u002F Haiku）",[46,1032,1033,1038],{},[67,1034,1035],{},[767,1036,1037],{},"\u002Fdiff",[67,1039,1040],{},"看本轮所有改动",[46,1042,1043,1048],{},[67,1044,1045],{},[767,1046,1047],{},"\u002Fcode-review",[67,1049,1050],{},"对 diff 跑代码审查",[46,1052,1053,1058],{},[67,1054,1055],{},[767,1056,1057],{},"\u002Frewind",[67,1059,1060],{},"回滚到任意 checkpoint（代码 + 对话）",[46,1062,1063,1068],{},[67,1064,1065],{},[767,1066,1067],{},"\u002Fmcp",[67,1069,1070],{},"管理 MCP 服务器",[46,1072,1073,1078],{},[67,1074,1075],{},[767,1076,1077],{},"\u002Fdoctor",[67,1079,1080],{},"排查环境问题",[46,1082,1083,1092],{},[67,1084,1085,1088,1089],{},[767,1086,1087],{},"\u002Fresume"," ",[767,1090,1091],{},"\u002Fbranch",[67,1093,1094],{},"回到 \u002F fork 历史对话",[20,1096,1097,1102,1103,1105,1106,1108,1109,1112],{},[391,1098,1101],{"href":1099,"rel":1100},"https:\u002F\u002Flearn-prompting.fr\u002Fblog\u002Fclaude-code-slash-commands-reference",[925],"learn-prompting.fr 2026-04 总结","：成熟团队最常用的三个是 ",[767,1104,997],{},"（每 20-30 分钟一次防止 context drift）、",[767,1107,984],{},"（新任务开新会话）、自定义命令（写在 ",[767,1110,1111],{},".claude\u002Fcommands\u002F"," 提交进 git）。",[365,1114,1116],{"id":1115},"mcp-集成一等公民","MCP 集成（一等公民）",[20,1118,1119,1123,1124,1127],{},[391,1120,1122],{"href":1121},"\u002Fwiki\u002Fmcp.html","MCP"," 是 Anthropic 自家协议，Claude Code 是 MCP 支持最完整的客户端。配置一次 ",[767,1125,1126],{},".mcp.json","，Claude Code 就能在对话里调任意 MCP server 暴露的 tool：",[828,1129,1133],{"className":1130,"code":1131,"language":1132,"meta":681,"style":681},"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",[767,1134,1135,1140,1148,1155,1169,1190,1196,1202],{"__ignoreMap":681},[836,1136,1137],{"class":838,"line":839},[836,1138,1139],{"class":865},"{\n",[836,1141,1142,1145],{"class":838,"line":685},[836,1143,1144],{"class":842},"  \"mcpServers\"",[836,1146,1147],{"class":865},": {\n",[836,1149,1150,1153],{"class":838,"line":682},[836,1151,1152],{"class":842},"    \"postgres\"",[836,1154,1147],{"class":865},[836,1156,1157,1160,1163,1166],{"class":838,"line":911},[836,1158,1159],{"class":842},"      \"command\"",[836,1161,1162],{"class":865},": ",[836,1164,1165],{"class":846},"\"npx\"",[836,1167,1168],{"class":865},",\n",[836,1170,1172,1175,1178,1181,1184,1187],{"class":838,"line":1171},5,[836,1173,1174],{"class":842},"      \"args\"",[836,1176,1177],{"class":865},": [",[836,1179,1180],{"class":846},"\"@modelcontextprotocol\u002Fserver-postgres\"",[836,1182,1183],{"class":865},", ",[836,1185,1186],{"class":846},"\"postgresql:\u002F\u002F...\"",[836,1188,1189],{"class":865},"]\n",[836,1191,1193],{"class":838,"line":1192},6,[836,1194,1195],{"class":865},"    }\n",[836,1197,1199],{"class":838,"line":1198},7,[836,1200,1201],{"class":865},"  }\n",[836,1203,1205],{"class":838,"line":1204},8,[836,1206,1207],{"class":865},"}\n",[20,1209,1210],{},"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。",[365,1212,1214],{"id":1213},"后台-远程模式","后台 \u002F 远程模式",[20,1216,1217,1220,1221,1224,1225,1228],{},[767,1218,1219],{},"\u002Fbackground"," 让当前会话脱离终端，作为后台 agent 继续跑；",[767,1222,1223],{},"\u002Fteleport"," 把网页端会话拉到本地终端继续；",[767,1226,1227],{},"\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\"。",[16,1230,1231],{"id":1231},"价格与运行成本",[20,1233,1234,1235,1240,1241,1246],{},"根据 ",[391,1236,1239],{"href":1237,"rel":1238},"https:\u002F\u002Fwww.explainx.ai\u002Fblog\u002Fclaude-code-pricing-guide-2026",[925],"explainx.ai 2026-06 评测"," 和 ",[391,1242,1245],{"href":1243,"rel":1244},"https:\u002F\u002Fclaude.com\u002Fpricing",[925],"Anthropic 官方定价"," 整理：",[40,1248,1249,1262],{},[43,1250,1251],{},[46,1252,1253,1256,1259],{},[49,1254,1255],{},"路径",[49,1257,1258],{},"价格",[49,1260,1261],{},"适用场景",[62,1263,1264,1277,1290,1303,1316],{},[46,1265,1266,1271,1274],{},[67,1267,1268],{},[24,1269,1270],{},"BYOK（自带 API key）",[67,1272,1273],{},"按 token 计费",[67,1275,1276],{},"全自由，但单月烧到 $500+ 也常见",[46,1278,1279,1284,1287],{},[67,1280,1281],{},[24,1282,1283],{},"Pro",[67,1285,1286],{},"$20\u002F月（年付 ~$17）",[67,1288,1289],{},"个人开发者，每天 1-4 小时",[46,1291,1292,1297,1300],{},[67,1293,1294],{},[24,1295,1296],{},"Max 5x",[67,1298,1299],{},"$100\u002F月",[67,1301,1302],{},"重度用户 + Opus 模型访问",[46,1304,1305,1310,1313],{},[67,1306,1307],{},[24,1308,1309],{},"Max 20x",[67,1311,1312],{},"$200\u002F月",[67,1314,1315],{},"8h+ agentic 工作流 \u002F 团队共享",[46,1317,1318,1323,1326],{},[67,1319,1320],{},[24,1321,1322],{},"Team Premium",[67,1324,1325],{},"$100\u002Fseat 年付 \u002F $125 月付",[67,1327,1328],{},"团队，含管理",[20,1330,1331],{},"API token 价格（2026-07 公开数据）：",[369,1333,1334,1340,1346],{},[372,1335,1336,1339],{},[24,1337,1338],{},"Sonnet 5","：促销 input $2 \u002F output $10（至 2026-08-31），之后标准 $3 \u002F $15 per 1M token",[372,1341,1342,1345],{},[24,1343,1344],{},"Opus 4.8","：input $5 \u002F output $25 per 1M token（已大幅低于早期 Opus 4 的 $15\u002F$75）",[372,1347,1348],{},"Haiku 4.x：input $1 \u002F output $5 per 1M token",[162,1350,1351],{},[20,1352,1353,1354,1357,1358,1361],{},"SWE-bench Verified 参考：Opus 4.8 官方提交 ",[24,1355,1356],{},"87.6%","、Sonnet 5 ",[24,1359,1360],{},"80.8%","（Claude Code 内实测），是长任务编程能力的第一梯队。注意 Sonnet 5 换了新分词器，同文本 token 数约 +30%，核算成本要按实际 token 量。",[20,1363,1364,1369],{},[391,1365,1368],{"href":1366,"rel":1367},"https:\u002F\u002Fwww.ksred.com\u002Fclaude-code-pricing-guide-which-plan-actually-saves-you-money",[925],"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。",[16,1371,1373],{"id":1372},"上手-5-分钟","上手 5 分钟",[828,1375,1377],{"className":830,"code":1376,"language":832,"meta":681,"style":681},"# 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",[767,1378,1379,1384,1401,1406,1411,1425,1429,1434,1447,1452,1458,1466,1480,1486,1501,1506,1512,1519,1530],{"__ignoreMap":681},[836,1380,1381],{"class":838,"line":839},[836,1382,1383],{"class":855},"# macOS \u002F Linux \u002F Windows (WSL)\n",[836,1385,1386,1389,1392,1395,1398],{"class":838,"line":685},[836,1387,1388],{"class":852},"curl",[836,1390,1391],{"class":842}," -fsSL",[836,1393,1394],{"class":846}," https:\u002F\u002Fclaude.ai\u002Finstall.sh",[836,1396,1397],{"class":861}," |",[836,1399,1400],{"class":852}," bash\n",[836,1402,1403],{"class":838,"line":682},[836,1404,1405],{"emptyLinePlaceholder":717},"\n",[836,1407,1408],{"class":838,"line":911},[836,1409,1410],{"class":855},"# macOS 用 Homebrew\n",[836,1412,1413,1416,1419,1422],{"class":838,"line":1171},[836,1414,1415],{"class":852},"brew",[836,1417,1418],{"class":846}," install",[836,1420,1421],{"class":842}," --cask",[836,1423,1424],{"class":846}," claude-code\n",[836,1426,1427],{"class":838,"line":1192},[836,1428,1405],{"emptyLinePlaceholder":717},[836,1430,1431],{"class":838,"line":1198},[836,1432,1433],{"class":855},"# Windows PowerShell\n",[836,1435,1436,1439,1442,1444],{"class":838,"line":1204},[836,1437,1438],{"class":852},"irm",[836,1440,1441],{"class":846}," https:\u002F\u002Fclaude.ai\u002Finstall.ps1",[836,1443,1397],{"class":861},[836,1445,1446],{"class":852}," iex\n",[836,1448,1450],{"class":838,"line":1449},9,[836,1451,1405],{"emptyLinePlaceholder":717},[836,1453,1455],{"class":838,"line":1454},10,[836,1456,1457],{"class":855},"# 验证 + 登录\n",[836,1459,1461,1463],{"class":838,"line":1460},11,[836,1462,769],{"class":852},[836,1464,1465],{"class":842}," --version\n",[836,1467,1469,1471,1474,1477],{"class":838,"line":1468},12,[836,1470,769],{"class":852},[836,1472,1473],{"class":846}," auth",[836,1475,1476],{"class":846}," login",[836,1478,1479],{"class":855},"          # 走浏览器 OAuth，绑定 Pro \u002F Max 订阅\n",[836,1481,1483],{"class":838,"line":1482},13,[836,1484,1485],{"class":855},"# 或用 API key\n",[836,1487,1489,1492,1495,1498],{"class":838,"line":1488},14,[836,1490,1491],{"class":861},"export",[836,1493,1494],{"class":865}," ANTHROPIC_API_KEY",[836,1496,1497],{"class":861},"=",[836,1499,1500],{"class":865},"sk-ant-...\n",[836,1502,1504],{"class":838,"line":1503},15,[836,1505,1405],{"emptyLinePlaceholder":717},[836,1507,1509],{"class":838,"line":1508},16,[836,1510,1511],{"class":855},"# 进项目，启动\n",[836,1513,1515,1517],{"class":838,"line":1514},17,[836,1516,843],{"class":842},[836,1518,847],{"class":846},[836,1520,1522,1524,1527],{"class":838,"line":1521},18,[836,1523,769],{"class":852},[836,1525,1526],{"class":846}," \u002Finit",[836,1528,1529],{"class":855},"               # 生成 CLAUDE.md\n",[836,1531,1533,1535],{"class":838,"line":1532},19,[836,1534,769],{"class":852},[836,1536,1537],{"class":855},"                     # 进入交互模式\n",[16,1539,1540],{"id":1540},"国内使用注意事项",[571,1542,1543,1549,1555,1561],{},[372,1544,1545,1548],{},[24,1546,1547],{},"账号","：注册 claude.ai 需要海外手机号（Google Voice \u002F Twilio 可，国内号被封死）",[372,1550,1551,1554],{},[24,1552,1553],{},"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",[372,1556,1557,1560],{},[24,1558,1559],{},"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",[372,1562,1563,1566,1567,1571,1572,1575,1576,623,1580,1584],{},[24,1564,1565],{},"替代路径","：用 ",[391,1568,1570],{"href":1569},"\u002Fcoding\u002Fcli\u002Faider.html","Aider"," 或 ",[391,1573,301],{"href":1574},"\u002Fcoding\u002Fcli\u002Fcline.html"," 接 ",[391,1577,1579],{"href":1578},"\u002Fmodels\u002Fdeepseek-v3.html","DeepSeek-V3",[391,1581,1583],{"href":1582},"\u002Fmodels\u002Fglm-5.2.html","GLM-5.2"," 是国内最经济的\"Claude Code 平替\"思路",[16,1586,1587],{"id":1587},"与同类怎么选",[40,1589,1590,1612],{},[43,1591,1592],{},[46,1593,1594,1596,1598,1603,1608],{},[49,1595,481],{},[49,1597,222],{},[49,1599,1600],{},[391,1601,206],{"href":1602},"\u002Fcoding\u002Fide\u002Fcursor.html",[49,1604,1605],{},[391,1606,286],{"href":1607},"\u002Fcoding\u002Fcli\u002Fcodex.html",[49,1609,1610],{},[391,1611,1570],{"href":1569},[62,1613,1614,1629,1645,1663,1685,1699,1713,1730],{},[46,1615,1616,1618,1621,1624,1627],{},[67,1617,57],{},[67,1619,1620],{},"CLI（IDE 无关）",[67,1622,1623],{},"AI-first IDE",[67,1625,1626],{},"CLI",[67,1628,1626],{},[46,1630,1631,1634,1637,1640,1642],{},[67,1632,1633],{},"长任务能力",[67,1635,1636],{},"★★★★★",[67,1638,1639],{},"★★★★☆",[67,1641,1639],{},[67,1643,1644],{},"★★★☆☆",[46,1646,1647,1650,1657,1659,1661],{},[67,1648,1649],{},"上下文管理",[67,1651,1652,1653,1088,1655],{},"★★★★★ ",[767,1654,997],{},[767,1656,984],{},[67,1658,1639],{},[67,1660,1639],{},[67,1662,1644],{},[46,1664,1665,1668,1676,1679,1682],{},[67,1666,1667],{},"子代理 \u002F 并行",[67,1669,1670,1671,1088,1673,395],{},"✅（",[767,1672,905],{},[767,1674,1675],{},"\u002Fbatch",[67,1677,1678],{},"部分（Bug bot）",[67,1680,1681],{},"⚠️ 有限",[67,1683,1684],{},"❌",[46,1686,1687,1690,1693,1695,1697],{},[67,1688,1689],{},"MCP 支持",[67,1691,1692],{},"★★★★★ 一等公民",[67,1694,1639],{},[67,1696,1644],{},[67,1698,1684],{},[46,1700,1701,1704,1706,1708,1710],{},[67,1702,1703],{},"Git 集成",[67,1705,1639],{},[67,1707,1644],{},[67,1709,1644],{},[67,1711,1712],{},"★★★★★ 每改即 commit",[46,1714,1715,1718,1721,1724,1727],{},[67,1716,1717],{},"国内门槛",[67,1719,1720],{},"高（账号+支付+网络）",[67,1722,1723],{},"高（账号+支付）",[67,1725,1726],{},"高",[67,1728,1729],{},"低（BYOK 国产模型）",[46,1731,1732,1734,1737,1740,1742],{},[67,1733,1258],{},[67,1735,1736],{},"$20-$200\u002F月",[67,1738,1739],{},"$20\u002F月",[67,1741,1736],{},[67,1743,1744],{},"仅 API 成本",[20,1746,1747,1750],{},[24,1748,1749],{},"选 Claude Code 如果你","：",[369,1752,1753,1756,1759,1762],{},[372,1754,1755],{},"重视长任务自主性 + 上下文管理",[372,1757,1758],{},"JetBrains \u002F Vim 用户，不想换 IDE",[372,1760,1761],{},"团队需要 SSH 远程 \u002F 后台 agent 模式",[372,1763,1764],{},"已经在用 Claude Pro\u002FMax，加 Code 是边际成本",[20,1766,1767,1750],{},[24,1768,1769],{},"别选 Claude Code 如果你",[369,1771,1772,1778,1783],{},[372,1773,1774,1775,1777],{},"国内、个人、预算紧（去 ",[391,1776,1570],{"href":1569}," + DeepSeek）",[372,1779,1780,1781,395],{},"想要纯 IDE 内 inline 体验（",[391,1782,206],{"href":1602},[372,1784,1785,1786,395],{},"主要写补全而非 agent 任务（",[391,1787,333],{"href":1788},"\u002Fcoding\u002Fcopilot\u002Fgithub-copilot.html",[16,1790,1791],{"id":1791},"避坑清单",[369,1793,1794,1807,1822,1836,1844,1862,1876,1882],{},[372,1795,1796,1802,1803,1806],{},[24,1797,1798,1801],{},[767,1799,1800],{},"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 ",[767,1804,1805],{},"env | grep ANTHROPIC"," 检查",[372,1808,1809,1815,1816,1818,1819,1821],{},[24,1810,1811,1812,1814],{},"长会话不 ",[767,1813,997],{}," 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 ",[767,1817,997],{}," 一次或 ",[767,1820,984],{}," 开新会话",[372,1823,1824,1829,1830,1835],{},[24,1825,1826,1828],{},[767,1827,1027],{}," 切换是个坑","：跨模型切会丢部分 context ",[391,1831,1834],{"href":1832,"rel":1833},"https:\u002F\u002Fwww.reddit.com\u002Fr\u002FClaudeAI\u002F",[925],"据 r\u002FClaudeAI 反馈","；建议起新会话指定模型",[372,1837,1838,1843],{},[24,1839,1840,1842],{},[767,1841,961],{}," 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",[372,1845,1846,1851,1852,1088,1855,1088,1858,1861],{},[24,1847,1848,1850],{},[767,1849,1111],{}," 自定义命令是放大器","：把团队最常用的工作流写成 ",[767,1853,1854],{},"\u002Fdeploy",[767,1856,1857],{},"\u002Fmigrate",[767,1859,1860],{},"\u002Freview-pr","，提交进 git",[372,1863,1864,1867,1868,1871,1872,1875],{},[24,1865,1866],{},"后台 agent + 重写大量文件 = 危险组合","：长任务跑通常加 ",[767,1869,1870],{},"--permission-mode plan"," 或开 ",[767,1873,1874],{},"acceptEdits"," 但配合 git worktree",[372,1877,1878,1881],{},[24,1879,1880],{},"Windows 原生支持有限","：官方推荐 WSL，PowerShell 安装路径有时跑不通",[372,1883,1884,1887],{},[24,1885,1886],{},"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",[16,1889,631],{"id":631},[369,1891,1892,1906,1922,1935],{},[372,1893,1894,1895,623,1897,623,1900,623,1902,623,1904],{},"同类对比：",[391,1896,206],{"href":1602},[391,1898,270],{"href":1899},"\u002Fcoding\u002Fide\u002Fwindsurf.html",[391,1901,286],{"href":1607},[391,1903,1570],{"href":1569},[391,1905,301],{"href":1574},[372,1907,1908,1909,623,1912,623,1916,623,1918],{},"概念：",[391,1910,1911],{"href":879},"AI Agent",[391,1913,1915],{"href":1914},"\u002Fwiki\u002Ffunction-calling.html","Function Calling",[391,1917,1122],{"href":1121},[391,1919,1921],{"href":1920},"\u002Fwiki\u002Fcontext-engineering.html","Context Engineering",[372,1923,1924,1925,623,1927,623,1931],{},"模型：",[391,1926,791],{"href":790},[391,1928,1930],{"href":1929},"\u002Fmodels\u002Fclaude-opus-4-5.html","Claude Opus 4.5",[391,1932,1934],{"href":1933},"\u002Fmodels\u002Fclaude-haiku-4.html","Claude Haiku 4",[372,1936,1937,1938,623,1942],{},"进阶：",[391,1939,1941],{"href":1940},"\u002Fwiki\u002Fvibe-coding.html","Vibe Coding",[391,1943,1945],{"href":1944},"\u002Fwiki\u002Fprompt-engineering.html","Prompt Engineering",[16,1947,1948],{"id":1948},"来源",[369,1950,1951,1958,1964,1971,1978,1984],{},[372,1952,1953,1954],{},"官网：",[391,1955,1956],{"href":1956,"rel":1957},"https:\u002F\u002Fclaude.com\u002Fclaude-code",[925],[372,1959,1960,1961],{},"官方文档：",[391,1962,710],{"href":710,"rel":1963},[925],[372,1965,1966,1967],{},"GitHub：",[391,1968,1969],{"href":1969,"rel":1970},"https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fclaude-code",[925],[372,1972,1973,1974],{},"CLI Reference：",[391,1975,1976],{"href":1976,"rel":1977},"https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Fcli-reference",[925],[372,1979,1980,1981],{},"官方定价：",[391,1982,1243],{"href":1243,"rel":1983},[925],[372,1985,1986],{},"第三方评测：laozhang.ai \u002F explainx.ai \u002F computingforgeeks.com \u002F ksred.com \u002F learn-prompting.fr",[20,1988,1989,1990,1994],{},"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 ",[391,1991,1993],{"href":1992},"mailto:hello@aiho.net","反馈邮箱"," 反馈。",[1996,1997,1998],"style",{},"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: 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":681,"searchDepth":682,"depth":682,"links":2000},[2001,2002,2009,2010,2011,2012,2013,2014,2015],{"id":751,"depth":685,"text":752},{"id":812,"depth":685,"text":812,"children":2003},[2004,2005,2006,2007,2008],{"id":815,"depth":682,"text":816},{"id":872,"depth":682,"text":873},{"id":936,"depth":682,"text":937},{"id":1115,"depth":682,"text":1116},{"id":1213,"depth":682,"text":1214},{"id":1231,"depth":685,"text":1231},{"id":1372,"depth":685,"text":1373},{"id":1540,"depth":685,"text":1540},{"id":1587,"depth":685,"text":1587},{"id":1791,"depth":685,"text":1791},{"id":631,"depth":685,"text":631},{"id":1948,"depth":685,"text":1948},"cli","\u002Fimg\u002Ftools\u002Fclaude-code.webp","Claude Code 2026 真实评测：Anthropic 官方 CLI 编程 Agent，适合终端、SSH、JetBrains\u002FVim 用户和长任务代码改造。本文整理安装使用、Sub-agents、Slash 命令、MCP、价格套餐、国内使用门槛，以及和 Cursor、Aider、Codex CLI 的区别。",false,[2021],"en",{},[2024,2025,2026],"claude-sonnet-5","claude-opus-4-8","claude-haiku-4",[2028,2029,2030],"国内裸跑（账号 \u002F 支付 \u002F 网络三关）","预算 ¥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","coding",[2034,2035,2036],"macos","linux","windows",[2038,2044,2049,2053],{"plan":2039,"price":2040,"limit":2041,"cn_pay":2042,"note":2043},"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":2045,"price":1739,"limit":2046,"cn_pay":2047,"note":2048},"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":2050,"price":1299,"limit":2051,"cn_pay":2047,"note":2052},"Claude Max 5x","Pro 的 5 倍 + Opus 接入","重度用户",{"plan":2054,"price":1312,"limit":2055,"cn_pay":2047,"note":2056},"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","2026-06-18",[2060,2061,2062,2063,2064,2065],"ai-coding\u002Fclaude-md-best-practice","ai-coding\u002Fagents-md-protocol","ai-coding\u002Frefactor-legacy-with-ai","ai-coding\u002Flong-task-with-claude-code","ai-coding\u002Fchina-developer-stack","ai-agent\u002Fmcp-from-zero",[2067,2068,2069,2070,2071,2072,2073],"ai-coding-tool-decision-tree","aider-deep-review","claude-code-deep-review","claude-code-deep-dive","claude-skills-practice","codex-deep-review","cursor-deep-review",{"power":1171,"ux":911,"price":682,"cn_support":685,"stability":911},{"title":222,"description":2018},"Claude Code 评测 2026：Anthropic 官方 CLI Agent，长任务编程怎么用",[2078,2079,2080,2082,2085,2087],{"title":709,"url":710},{"title":1245,"url":1243},{"title":2081,"url":1976},"Claude Code CLI Reference",{"title":2083,"url":2084},"Claude Code Pricing Guide 2026","https:\u002F\u002Fblog.laozhang.ai\u002Fen\u002Fposts\u002Fclaude-code-pricing-guide",{"title":2086,"url":923},"Claude Code Cheat Sheet 2026",{"title":2088,"url":1969},"Claude Code Changelog（v2.1.x）","tools\u002Fcoding\u002Fcli\u002Fclaude-code",[2091,2092,2093,2094,2095],"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",[2016,2098,2099,746,2100,2101],"agent","terminal","long-task","mcp","2026-07-20","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。","2WlX9nBK37eWbWvZIj2wJ_wgmeWOaAZS9ri3HTP_1go",{"id":2106,"title":2107,"alternatives":2108,"api_compatible":2113,"body":2115,"category":2557,"chinese_friendly":1171,"cover":2558,"description":2559,"domestic":717,"extension":701,"faq":2560,"free":717,"github":699,"languages":2573,"lastVerified":702,"meta":2575,"models":699,"navigation":717,"notSuitable":699,"opensource":717,"path":2576,"pillar":2032,"platforms":2577,"priceTable":2582,"pricing":2593,"published":2594,"relatedPlaybooks":2595,"relatedReviews":2598,"score":2602,"self_host":2019,"seo":2603,"seoTitle":2604,"slug":724,"sources":2605,"stem":2613,"suitable":699,"tagline":2614,"tags":2615,"updated":2608,"verdict":2622,"website":2623,"__hash__":2624},"tools\u002Ftools\u002Fcoding\u002Fcopilot\u002Ftongyi-lingma.md","通义灵码 Tongyi Lingma",[2109,2110,2111,2112],"coding\u002Fide\u002Fqoder","coding\u002Fcopilot\u002Fcodegeex","coding\u002Fcopilot\u002Fcomate","coding\u002Fcopilot\u002Fcodebuddy",[2114],"阿里通义",{"type":13,"value":2116,"toc":2545},[2117,2119,2126,2129,2132,2176,2180,2229,2239,2243,2248,2265,2270,2287,2290,2313,2316,2433,2435,2467,2471,2494,2496,2520,2522],[16,2118,752],{"id":751},[20,2120,2121,2122,2125],{},"通义灵码是阿里云通义系列的 AI 编程助手，深度集成 Qwen3-Coder 开源模型。2026 年品牌迁移为 ",[24,2123,2124],{},"Qoder CN","——Qoder 在国内的中国云区版本，账号 \u002F 计费独立但模型 \u002F 能力同源。老灵码插件仍正常使用，新功能（Quest 模式、Repo Wiki、跨项目并行）通过 Qoder CN 提供。实际客户数据：信也科技数百研发周活 70%、新增代码 33% 由灵码编写、整体研发效率提升 11%。",[20,2127,2128],{},"适合：国内开发者免费上手、阿里云用户、想用 Qwen3-Coder 开源模型、追求中文体验顶级。不适合：海外纯英文团队、不愿同步迁到 Qoder CN 体验完整 Quest 流的重度用户。",[16,2130,2131],{"id":2131},"核心能力",[369,2133,2134,2140,2146,2152,2158,2164,2170],{},[372,2135,2136,2139],{},[24,2137,2138],{},"代码补全 \u002F 续写 \u002F 注释生成","：行级 \u002F 函数级 \u002F 多行",[372,2141,2142,2145],{},[24,2143,2144],{},"代码解释 + 重构建议","：右键菜单一键",[372,2147,2148,2151],{},[24,2149,2150],{},"单元测试生成","：选中函数自动出测试",[372,2153,2154,2157],{},[24,2155,2156],{},"跨文件编辑","：理解项目结构，多文件改动",[372,2159,2160,2163],{},[24,2161,2162],{},"多模型选择","：Qwen2.5-Max \u002F Qwen3-Coder 等",[372,2165,2166,2169],{},[24,2167,2168],{},"阿里云生态深度","：函数计算 \u002F SLS \u002F OSS 等 SDK 调用准确度高",[372,2171,2172,2175],{},[24,2173,2174],{},"企业能力","：私有部署 \u002F 团队管理 \u002F 模型微调（Qoder CN 企业版）",[16,2177,2179],{"id":2178},"价格2026-06","价格（2026-06）",[40,2181,2182,2194],{},[43,2183,2184],{},[46,2185,2186,2189,2191],{},[49,2187,2188],{},"套餐",[49,2190,1258],{},[49,2192,2193],{},"含什么",[62,2195,2196,2207,2218],{},[46,2197,2198,2201,2204],{},[67,2199,2200],{},"个人免费",[67,2202,2203],{},"0",[67,2205,2206],{},"插件全功能、无次数限制",[46,2208,2209,2212,2215],{},[67,2210,2211],{},"Qoder CN 订阅",[67,2213,2214],{},"对标 Qoder 个人方案",[67,2216,2217],{},"Qwen3-Coder Max + Quest + Repo Wiki",[46,2219,2220,2223,2226],{},[67,2221,2222],{},"企业版",[67,2224,2225],{},"咨询",[67,2227,2228],{},"私有部署 \u002F SSO \u002F 团队 \u002F 微调",[162,2230,2231],{},[20,2232,2233,2234,2238],{},"通义灵码插件仍正常使用且免费；重度场景建议同步关注 ",[391,2235,2237],{"href":2236},"\u002Ftools\u002Fcoding\u002Fide\u002Fqoder","Qoder 评测","。",[16,2240,2242],{"id":2241},"实测中型-java-react-项目","实测（中型 Java + React 项目）",[20,2244,2245],{},[24,2246,2247],{},"亮点：",[369,2249,2250,2253,2256,2259,2262],{},[372,2251,2252],{},"阿里云 SDK 调用准确度高：写函数计算 \u002F SLS \u002F RDS 代码时 API 调用几乎不用查文档",[372,2254,2255],{},"中文需求理解一流，prompt 中文写法不会被误解",[372,2257,2258],{},"个人完全免费 + 无次数限制，对学习 \u002F 中小项目压力极小",[372,2260,2261],{},"Qwen3-Coder 升级后多文件改 \u002F 跨函数重构成功率明显提升",[372,2263,2264],{},"与阿里通义其他产品（千问 \u002F 灵积）账号互通",[20,2266,2267],{},[24,2268,2269],{},"踩坑：",[369,2271,2272,2275,2278,2281,2284],{},[372,2273,2274],{},"老插件 UI 比 Cursor \u002F Copilot 略保守，但 Qoder CN 桌面端补齐",[372,2276,2277],{},"海外开发者访问国内 endpoint 偶有延迟",[372,2279,2280],{},"复杂跨仓库 Agent 任务建议直接用 Qoder CN Quest 模式",[372,2282,2283],{},"部分极偏门语言（Erlang \u002F Crystal 等）支持弱于通用语言",[372,2285,2286],{},"与阿里云外部生态（如 AWS \u002F GCP）SDK 准确度略逊",[16,2288,2289],{"id":2289},"上手",[571,2291,2292,2295,2298,2301,2304,2310],{},[372,2293,2294],{},"lingma.aliyun.com 注册（阿里云账号），免费版立即可用",[372,2296,2297],{},"VS Code \u002F JetBrains 装 \"通义灵码\" 插件",[372,2299,2300],{},"阿里云账号登录，选 Qwen2.5-Max \u002F Qwen3-Coder",[372,2302,2303],{},"体验：注释 → 代码、选中代码右键解释 \u002F 重构 \u002F 生成单测",[372,2305,2306,2307,2309],{},"重度场景：迁移到 ",[391,2308,2124],{"href":2236},"，体验 Quest + Repo Wiki + 跨项目并行",[372,2311,2312],{},"企业：咨询私有化部署 \u002F 团队管理",[16,2314,2315],{"id":2315},"对比",[40,2317,2318,2334],{},[43,2319,2320],{},[46,2321,2322,2324,2326,2328,2331],{},[49,2323,481],{},[49,2325,254],{},[49,2327,349],{},[49,2329,2330],{},"CodeBuddy",[49,2332,2333],{},"CodeGeeX",[62,2335,2336,2353,2370,2385,2402,2416],{},[46,2337,2338,2341,2344,2347,2350],{},[67,2339,2340],{},"个人价格",[67,2342,2343],{},"免费",[67,2345,2346],{},"免费 \u002F 59",[67,2348,2349],{},"免费 \u002F 58",[67,2351,2352],{},"免费 \u002F 49",[46,2354,2355,2358,2361,2364,2367],{},[67,2356,2357],{},"主力模型",[67,2359,2360],{},"Qwen3-Coder（开源）",[67,2362,2363],{},"文心",[67,2365,2366],{},"混元 + DeepSeek V3",[67,2368,2369],{},"GLM-5.1",[46,2371,2372,2375,2378,2381,2383],{},[67,2373,2374],{},"阿里云 SDK 准确度",[67,2376,2377],{},"✅ 最高",[67,2379,2380],{},"中等",[67,2382,2380],{},[67,2384,2380],{},[46,2386,2387,2390,2393,2396,2399],{},[67,2388,2389],{},"自主 Agent",[67,2391,2392],{},"✅ Quest（Qoder CN）",[67,2394,2395],{},"✅ Zulu",[67,2397,2398],{},"✅ Craft",[67,2400,2401],{},"弱",[46,2403,2404,2407,2410,2412,2414],{},[67,2405,2406],{},"中文体验",[67,2408,2409],{},"5\u002F5",[67,2411,2409],{},[67,2413,2409],{},[67,2415,2409],{},[46,2417,2418,2421,2424,2427,2430],{},[67,2419,2420],{},"生态深耕",[67,2422,2423],{},"阿里云 \u002F 信也 \u002F 淘宝",[67,2425,2426],{},"百度 \u002F 顺丰 \u002F 吉利",[67,2428,2429],{},"腾讯 \u002F 微信小程序",[67,2431,2432],{},"智谱 \u002F 信创",[16,2434,400],{"id":400},[369,2436,2437,2443,2449,2455,2461],{},[372,2438,2439,2442],{},[24,2440,2441],{},"重度任务迁 Qoder CN","：Quest \u002F Repo Wiki \u002F 跨项目并行只在 Qoder CN 完整提供",[372,2444,2445,2448],{},[24,2446,2447],{},"个人免费版没必要急升级","：插件够用就行，跑大型 Agent 任务再迁",[372,2450,2451,2454],{},[24,2452,2453],{},"阿里云 SDK 优先用灵码","：其他 Copilot 容易写错版本 \u002F 鉴权链",[372,2456,2457,2460],{},[24,2458,2459],{},"Qwen3-Coder 私有部署有 GPU 门槛","：开源权重免费，但跑 Max 级模型对显存要求高",[372,2462,2463,2466],{},[24,2464,2465],{},"品牌迁移过渡期看清账号体系","：通义灵码账号 ≠ Qoder CN 账号，重度用户提前准备",[16,2468,2470],{"id":2469},"适合-不适合","适合 \u002F 不适合",[369,2472,2473,2476,2479,2482,2485,2488,2491],{},[372,2474,2475],{},"✅ 国内开发者免费上手",[372,2477,2478],{},"✅ 阿里云用户（函数计算 \u002F SLS \u002F OSS \u002F RDS 等）",[372,2480,2481],{},"✅ 想用 Qwen3-Coder 开源模型",[372,2483,2484],{},"✅ 中文项目主力",[372,2486,2487],{},"❌ 海外纯英文团队",[372,2489,2490],{},"❌ 完全没有阿里云业务",[372,2492,2493],{},"❌ 已订 Cursor \u002F Copilot 且不愿换工具",[16,2495,631],{"id":631},[369,2497,2498,2502,2508,2514],{},[372,2499,2500],{},[391,2501,2237],{"href":2236},[372,2503,2504],{},[391,2505,2507],{"href":2506},"\u002Ftools\u002Fcoding\u002Fcopilot\u002Fcomate","Comate 评测",[372,2509,2510],{},[391,2511,2513],{"href":2512},"\u002Ftools\u002Fcoding\u002Fcopilot\u002Fcodegeex","CodeGeeX 评测",[372,2515,2516],{},[391,2517,2519],{"href":2518},"\u002Fplaybook\u002Frefactor\u002Flarge-refactor-with-ai-agent","AI 大型重构 Playbook",[16,2521,1948],{"id":1948},[571,2523,2524,2531,2538],{},[372,2525,2526,2527],{},"阿里云 — 通义灵码 \u002F Qoder CN 产品页（含信也客户数据）",[391,2528,2529],{"href":2529,"rel":2530},"https:\u002F\u002Fwww.alibabacloud.com\u002Fzh\u002Fproduct\u002Flingma",[925],[372,2532,2533,2534],{},"Codnaut — Tongyi Lingma 评测 ",[391,2535,2536],{"href":2536,"rel":2537},"https:\u002F\u002Fwww.codnaut.com\u002Fen\u002Ftools\u002Ftongyi-lingma",[925],[372,2539,2540,2541],{},"中关村在线 — Qwen3-Coder 开源 + 通义灵码升级（2025-07）",[391,2542,2543],{"href":2543,"rel":2544},"https:\u002F\u002Fai.zol.com.cn\u002F1019\u002F10197976.html",[925],{"title":681,"searchDepth":682,"depth":682,"links":2546},[2547,2548,2549,2550,2551,2552,2553,2554,2555,2556],{"id":751,"depth":685,"text":752},{"id":2131,"depth":685,"text":2131},{"id":2178,"depth":685,"text":2179},{"id":2241,"depth":685,"text":2242},{"id":2289,"depth":685,"text":2289},{"id":2315,"depth":685,"text":2315},{"id":400,"depth":685,"text":400},{"id":2469,"depth":685,"text":2470},{"id":631,"depth":685,"text":631},{"id":1948,"depth":685,"text":1948},"copilot","\u002Fimg\u002Ftools\u002Ftongyi-lingma.webp","通义灵码 真实评测：阿里云通义 AI 编程助手，2025 年起底层升级 Qwen3-Coder 开源模型；2026 年品牌迁移为 Qoder CN（国内云区版本，账号 \u002F 计费独立但同源）。Qwen2.5-Max 一度登顶编程能力榜，深度整合阿里云生态。信也科技数百研发周活 70%、新增代码 33% 由灵码编写，整体效率提升 11%。",[2561,2564,2567,2570],{"q":2562,"a":2563},"通义灵码和 Qoder 是同一个产品吗？","通义灵码 2026 年改名 Qoder CN，是 Qoder 在国内的中国云区版本，账号 \u002F 计费独立，但底层 Qwen3-Coder 模型一致。原插件仍可正常使用，重度用户建议迁到 Qoder CN 体验完整 Quest \u002F Repo Wiki。",{"q":2565,"a":2566},"Qwen3-Coder 编程能力如何？","阿里 2025-07 开源的最新一代代码大模型，多个基准测试领先开源同类；通义灵码 Qwen2.5-Max 一度登顶 LMArena 编程能力榜（开源）。",{"q":2568,"a":2569},"对个人开发者真的免费吗？","插件全功能免费、无次数限制。代码生成、解释、重构、单测都不收费。重度跑 Quest 模式建议升 Qoder CN 订阅，享受 Qwen3-Coder Max 旗舰。",{"q":2571,"a":2572},"和 Cursor \u002F Copilot 比？","Cursor \u002F Copilot 海外个人开发仍最强；通义灵码（Qoder CN）强在中文场景、阿里云生态、Qwen3-Coder 开源模型、国内访问稳定。信也、淘宝、阿里系内部规模化用。",[2574,2021],"zh",{},"\u002Ftools\u002Fcoding\u002Fcopilot\u002Ftongyi-lingma",[2578,2579,2580,2581],"vscode","jetbrains","intellij","pycharm",[2583,2586,2589],{"plan":2200,"price":2203,"features":2584,"notes":2585},"代码补全 \u002F 解释 \u002F 重构 \u002F 单测生成 \u002F 跨文件编辑","全功能免费、无次数限制",{"plan":2587,"price":2214,"features":2217,"notes":2588},"Qoder CN（原灵码）订阅","国内云区版本、独立账号 \u002F 计费",{"plan":2222,"price":2590,"features":2591,"notes":2592},"咨询定制","私有部署 \u002F SSO \u002F 团队管理 \u002F 模型微调","信也、阿里系等头部客户","个人免费 \u002F 企业版咨询定制 \u002F Qoder CN 订阅","2026-06-19",[2596,2597],"refactor\u002Flarge-refactor-with-ai-agent","onboarding\u002Flegacy-codebase-onboarding",[2599,2600,2601],"codebuddy-deep-review","copilot-four-comparison","trae-deep-review",{"power":911,"ux":911,"price":1171,"cn_support":1171,"stability":911},{"title":2107,"description":2559},"通义灵码评测 2026：阿里 AI 编程助手，企业级代码补全，国内免费",[2606,2609,2611],{"name":2607,"url":2536,"accessed":2608},"Codnaut — Tongyi Lingma 介绍","2026-06-24",{"name":2610,"url":2529,"accessed":2608},"阿里云 — 通义灵码 \u002F Qoder CN 产品页",{"name":2612,"url":2543,"accessed":2608},"中关村在线 — Qwen3-Coder 开源 + 通义灵码升级","tools\u002Fcoding\u002Fcopilot\u002Ftongyi-lingma","阿里通义 AI 编程助手，深度集成 Qwen3-Coder，已升级为 Qoder CN（国内云区版本）",[2557,2616,2617,2618,2619,2620,2621],"china","alibaba","qwen","tongyi","qoder-cn","free","国产免费 Copilot 主力，背靠阿里 Qwen3-Coder 开源模型。已用户基本盘大、阿里云生态深度。2026 年品牌迁移为 Qoder CN 后产品同步性提升；老 IDE 插件仍可用。","https:\u002F\u002Flingma.aliyun.com","HGXpb5YuW3_S9qLGduX03Vhuh41iW5TkoM6piP9B5LY",{"id":2626,"title":206,"alternatives":2627,"api_compatible":2628,"body":2630,"category":3144,"chinese_friendly":911,"cover":3145,"description":3146,"domestic":2019,"extension":701,"faq":3147,"free":717,"github":681,"languages":3166,"lastVerified":702,"meta":3167,"models":3168,"navigation":717,"notSuitable":3173,"opensource":2019,"path":3178,"pillar":2032,"platforms":3179,"priceTable":3180,"pricing":3205,"published":2058,"relatedPlaybooks":3206,"relatedReviews":3209,"score":3213,"self_host":2019,"seo":3214,"seoTitle":3215,"slug":720,"sources":3216,"stem":3226,"suitable":3227,"tagline":3232,"tags":3233,"updated":2102,"verdict":3239,"website":3240,"__hash__":3241},"tools\u002Ftools\u002Fcoding\u002Fide\u002Fcursor.md",[722,723,721,742],[2629,746],"openai",{"type":13,"value":2631,"toc":3127},[2632,2634,2676,2679,2682,2688,2731,2746,2752,2756,2759,2778,2797,2800,2804,2809,2813,2822,2826,2836,2840,2846,2848,2878,2881,2980,2985,2987,3025,3027,3033,3037,3048,3050,3089,3091,3116,3124],[16,2633,752],{"id":751},[754,2635,2637,2642,2659],{"className":2636},[757,758,759],[20,2638,2639,2641],{},[24,2640,764],{}," 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。",[20,2643,2644,2647,2648,2651,2652,2655,2656,2238],{},[24,2645,2646],{},"2026 年最大变化：SpaceX 以 600 亿美元全股票收购 Cursor 母公司 Anysphere","（2026-06-16 签约，预计 Q3 交割）。收购带来 Colossus 超算算力与 xAI 联合训练——自研模型 ",[24,2649,2650],{},"Composer 2.5"," 与低价的 ",[24,2653,2654],{},"Grok 4.5","（用 Cursor 会话数据训练）先后落地，降低了对 Anthropic\u002FOpenAI 的依赖。当前版本已迭代到 ",[24,2657,2658],{},"3.11",[20,2660,2661,2662,2665,2666,2665,2669,2665,2672,2675],{},"代价是：",[24,2663,2664],{},"$20\u002F月起","、",[24,2667,2668],{},"国内访问不稳",[24,2670,2671],{},"2025-06 之后按 token 计费",[24,2673,2674],{},"频繁切 IP 容易封号","。重度用户月底真的会超额。",[16,2677,2678],{"id":2678},"它到底是个什么",[20,2680,2681],{},"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。",[20,2683,2684,2685,1750],{},"它的护城河不是某一个 feature，而是",[24,2686,2687],{},"三件套乘以工程化",[571,2689,2690,2703,2709],{},[372,2691,2692,2695,2696,2699,2700,2702],{},[24,2693,2694],{},"Composer","（",[767,2697,2698],{},"Cmd\u002FCtrl + I","）— 多文件 Agent，看完整个仓库后做 plan-then-act 改写；现在的 ",[24,2701,2650],{}," 是 Cursor 自研模型（85%+ 自主研发，以 Kimi K2.5 为底），已能在文件树尺度做重构。",[372,2704,2705,2708],{},[24,2706,2707],{},"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。收购 Supermaven 后补全采纳率达 72%，是 GitHub Copilot 没追上的部分。",[372,2710,2711,2714,2715,2718,2719,2722,2723,2726,2727,2730],{},[24,2712,2713],{},"@-symbol 上下文"," — ",[767,2716,2717],{},"@codebase"," 自动召回相关文件、",[767,2720,2721],{},"@docs"," 引外部文档、",[767,2724,2725],{},"@web"," 联网搜、",[767,2728,2729],{},"@git"," 看 diff，相当于 RAG + 工具调用都内嵌好了。",[20,2732,2733,2734,2737,2738,2741,2742,2745],{},"2026 年另加两件大件：",[24,2735,2736],{},"Cloud Agents","（云端 VM 跑长任务，3.5 起最多 10 个并行，",[767,2739,2740],{},"\u002Fmultitask"," 可拆最多 8 个子 Agent 各自独立 Git 分支）和 ",[24,2743,2744],{},"Bugbot","（PR 自动审查 + 自动 fix 提交）。",[20,2747,2748,2751],{},[24,2749,2750],{},"版本迭代速度极快","：3.0（4 月，Agents Window 成主界面）→ 3.5（5-20，Cloud Agents 并行）→ 3.9（6-30，团队市场加入 MCP 与组织）→ 3.10（7-10，Side Chats + 对话搜索）→ 3.11（7-17，Slack 集成改进）；iOS 版 Cursor Mobile 已于 6-29 上线。",[16,2753,2755],{"id":2754},"价格-计费重点","价格 & 计费（重点）",[20,2757,2758],{},"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：",[369,2760,2761,2768,2775],{},[372,2762,2763,2764,2767],{},"每档套餐有",[24,2765,2766],{},"包含的美元额度","，按底层模型 API 价折算。",[372,2769,2770,2771,2774],{},"超出后",[24,2772,2773],{},"按需续费","（on-demand），月底结算。",[372,2776,2777],{},"重模型 \u002F 长上下文 \u002F MAX 模式吃额度最快。",[20,2779,2780,2783,2784,2787,2790,2791,2793,2796],{},[24,2781,2782],{},"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。",[2785,2786],"br",{},[24,2788,2789],{},"Pro+ \u002F Ultra","：$60+ \u002F $200\u002F月，给天天跑 Agent 的开发者。",[2785,2792],{},[24,2794,2795],{},"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。",[20,2798,2799],{},"国内付款：结账页选 Alipay，可走支付宝。",[16,2801,2803],{"id":2802},"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）",[162,2805,2806],{},[20,2807,2808],{},"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。",[365,2810,2812],{"id":2811},"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",[20,2814,2815,2818,2819,2821],{},[767,2816,2817],{},"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。",[2785,2820],{},"\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。",[365,2823,2825],{"id":2824},"任务-2跨仓库引用查找","任务 2：跨仓库引用查找",[20,2827,2828,2830,2831,2722,2833,2835],{},[767,2829,2717],{}," 在 50k+ 行项目里召回相关文件、",[767,2832,2721],{},[767,2834,2725],{}," 联网搜。多数同类工具还停留在\"开个文件让 AI 看\"。",[365,2837,2839],{"id":2838},"任务-3mcp-接入","任务 3：MCP 接入",[20,2841,2842,2845],{},[767,2843,2844],{},"~\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。",[16,2847,1373],{"id":1372},[828,2849,2851],{"className":830,"code":2850,"language":832,"meta":681,"style":681},"# 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",[767,2852,2853,2858,2863,2868,2873],{"__ignoreMap":681},[836,2854,2855],{"class":838,"line":839},[836,2856,2857],{"class":855},"# 1. 下载安装：https:\u002F\u002Fcursor.com\u002Fdownload\n",[836,2859,2860],{"class":838,"line":685},[836,2861,2862],{"class":855},"# 2. 用 GitHub \u002F Google 登录\n",[836,2864,2865],{"class":838,"line":682},[836,2866,2867],{"class":855},"# 3. 一键导入 VS Code 设置：Cmd+Shift+P → Cursor: Import VS Code Settings\n",[836,2869,2870],{"class":838,"line":911},[836,2871,2872],{"class":855},"# 4. 打开任意项目 → Cmd+I 试 Composer\n",[836,2874,2875],{"class":838,"line":1171},[836,2876,2877],{"class":855},"# 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",[16,2879,2880],{"id":2880},"同类对比",[40,2882,2883,2897],{},[43,2884,2885],{},[46,2886,2887,2889,2891,2893,2895],{},[49,2888,481],{},[49,2890,206],{},[49,2892,222],{},[49,2894,333],{},[49,2896,238],{},[62,2898,2899,2914,2930,2946,2963],{},[46,2900,2901,2903,2906,2909,2912],{},[67,2902,57],{},[67,2904,2905],{},"VS Code fork",[67,2907,2908],{},"终端 CLI",[67,2910,2911],{},"VS Code 插件",[67,2913,2905],{},[46,2915,2916,2918,2921,2924,2927],{},[67,2917,1258],{},[67,2919,2920],{},"$20\u002F月起 + 用量",[67,2922,2923],{},"包含在 Claude.ai $20\u002F月 \u002F Max",[67,2925,2926],{},"$10\u002F月",[67,2928,2929],{},"免费（国内版）\u002F $10\u002F月（国际 Pro）",[46,2931,2932,2935,2938,2940,2943],{},[67,2933,2934],{},"国内访问",[67,2936,2937],{},"需稳定代理",[67,2939,2937],{},[67,2941,2942],{},"需代理",[67,2944,2945],{},"国内版直连",[46,2947,2948,2951,2954,2957,2960],{},[67,2949,2950],{},"Agent 形态",[67,2952,2953],{},"Composer + Cloud Agents",[67,2955,2956],{},"全终端",[67,2958,2959],{},"Agent Mode",[67,2961,2962],{},"Builder + SOLO",[46,2964,2965,2968,2971,2974,2977],{},[67,2966,2967],{},"适合",[67,2969,2970],{},"IDE-first 全栈",[67,2972,2973],{},"终端 \u002F 后端 \u002F DevOps",[67,2975,2976],{},"老 VS Code 党",[67,2978,2979],{},"国内 \u002F 中文场景",[162,2981,2982],{},[20,2983,2984],{},"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」。",[16,2986,1791],{"id":1791},[571,2988,2989,2995,3001,3007,3013,3019],{},[372,2990,2991,2994],{},[24,2992,2993],{},"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。",[372,2996,2997,3000],{},[24,2998,2999],{},"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。",[372,3002,3003,3006],{},[24,3004,3005],{},"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。",[372,3008,3009,3012],{},[24,3010,3011],{},"Composer 改大文件前先 commit","，Accept All 偶有 import 错位，git 是后悔药。",[372,3014,3015,3018],{},[24,3016,3017],{},"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。",[372,3020,3021,3024],{},[24,3022,3023],{},"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。",[16,3026,2470],{"id":2469},[20,3028,3029,3030,3032],{},"✅ 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。",[2785,3031],{},"\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。",[16,3034,3036],{"id":3035},"市场地位2026-中","市场地位（2026 中）",[20,3038,3039,3040,3043,3044,3047],{},"Cursor 6 月初年化营收约 ",[24,3041,3042],{},"$4B","，服务 60% 财富 500 强，约 700 名员工。市占率从 2025-06 的 41% 回落到 2026-05 的 26%（",[391,3045,222],{"href":3046},"\u002Fcoding\u002Fcli\u002Fclaude-code.html"," 约占赛道一半），但 SpaceX 收购带来的算力与自研模型资源，让它在下半年的竞争中重新握有底牌。三方估算显示，Cursor 接 Sonnet 5 后端时 SWE-bench 约 65.7%，默认配置约 51.7%。",[16,3049,631],{"id":631},[369,3051,3052,3064,3071,3078],{},[372,3053,3054,3055,3059,3060],{},"最新资讯：",[391,3056,3058],{"href":3057},"\u002Fnews\u002F2026\u002Fspacex-acquires-cursor.html","SpaceX 600 亿美元收购 Cursor"," · ",[391,3061,3063],{"href":3062},"\u002Fnews\u002F2026\u002Fgrok-4-5-release.html","Grok 4.5 与 Cursor 联合训练",[372,3065,3066,3067],{},"配套 playbook：",[391,3068,3070],{"href":3069},"\u002Fplaybook\u002Fcursor-rules-best-practice.html","Cursor Rules 最佳实践",[372,3072,3073,3074],{},"同分类：",[391,3075,3077],{"href":3076},"\u002Fcoding\u002Fide\u002F","AI IDE 全分类",[372,3079,3080,3081,3059,3084,3059,3087],{},"替代品：",[391,3082,238],{"href":3083},"\u002Fcoding\u002Fide\u002Ftrae.html",[391,3085,3086],{"href":1899},"Devin Desktop（原 Windsurf）",[391,3088,222],{"href":3046},[16,3090,1948],{"id":1948},[369,3092,3093,3099,3106,3113],{},[372,3094,3095,3096],{},"官方定价页：",[391,3097,707],{"href":707,"rel":3098},[925],[372,3100,3101,3102],{},"Composer 文档：",[391,3103,3104],{"href":3104,"rel":3105},"https:\u002F\u002Fdocs.cursor.com\u002Fcomposer",[925],[372,3107,3108,3109],{},"Cursor 3.5 Cloud Agents 公告：",[391,3110,3111],{"href":3111,"rel":3112},"https:\u002F\u002Fcursor.com\u002Fchangelog",[925],[372,3114,3115],{},"第三方评测：ZBuild 2026 评测、Flexprice Cursor pricing 解析、Codersera 3.5 完整指南",[162,3117,3118],{},[20,3119,3120,3121,3123],{},"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 ",[391,3122,1993],{"href":1992}," 反馈更新。",[1996,3125,3126],{},"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":681,"searchDepth":682,"depth":682,"links":3128},[3129,3130,3131,3132,3137,3138,3139,3140,3141,3142,3143],{"id":751,"depth":685,"text":752},{"id":2678,"depth":685,"text":2678},{"id":2754,"depth":685,"text":2755},{"id":2802,"depth":685,"text":2803,"children":3133},[3134,3135,3136],{"id":2811,"depth":682,"text":2812},{"id":2824,"depth":682,"text":2825},{"id":2838,"depth":682,"text":2839},{"id":1372,"depth":685,"text":1373},{"id":2880,"depth":685,"text":2880},{"id":1791,"depth":685,"text":1791},{"id":2469,"depth":685,"text":2470},{"id":3035,"depth":685,"text":3036},{"id":631,"depth":685,"text":631},{"id":1948,"depth":685,"text":1948},"ide","\u002Fimg\u002Ftools\u002Fcursor.webp","Cursor 2026 真实评测：SpaceX 以 600 亿美元收购后的最强 AI IDE，基于 VS Code，支持 Composer 2.5 多文件改写、Cloud Agents、MCP、Claude Sonnet 5 \u002F GPT-5.6 \u002F Grok 4.5 多模型和 Bugbot。本文整理最新版本、价格、支付宝付款、国内网络风险、封号避坑，以及和 Trae、Devin Desktop、Claude Code 的选择建议。",[3148,3151,3154,3157,3160,3163],{"q":3149,"a":3150},"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":3152,"a":3153},"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":3155,"a":3156},"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":3158,"a":3159},"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":3161,"a":3162},"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":3164,"a":3165},"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）。",[2574,2021],{},[2024,3169,3170,3171,3172],"gpt-5.6","grok-4.5","gemini-3-pro","composer-2.5",[3174,3175,3176,3177],"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",[2036,2034,2035],[3181,3186,3190,3195,3200],{"plan":3182,"price":3183,"limit":3184,"cn_pay":1684,"note":3185},"Hobby (Free)","$0","Agent 限量 + Tab 补全限量","仅试用，不可付费",{"plan":1283,"price":1739,"limit":3187,"cn_pay":3188,"note":3189},"扩展 Agent + 前沿模型 + Cloud Agents + Bugbot（按量）","✅ 支付宝","个人主力档",{"plan":2789,"price":3191,"limit":3192,"cn_pay":3193,"note":3194},"$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":3196,"price":3197,"limit":3198,"cn_pay":3193,"note":3199},"Teams","$40\u002F用户\u002F月","团队计费 + SSO + 团队 Rules \u002F Skills \u002F 共享 Bugbot","团队档",{"plan":3201,"price":3202,"limit":3203,"cn_pay":3193,"note":3204},"Enterprise","Custom","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",[3207,2061,2065,2062,3208],"ai-coding\u002Fcursor-rules-best-practice","ai-coding\u002Fcursor-vs-claude-code-when-to-use",[2067,2073,3210,3211,2601,3212],"cursor-vs-windsurf-vs-trae","qoder-deep-review","windsurf-deep-review",{"power":1171,"ux":1171,"price":682,"cn_support":682,"stability":911},{"title":206,"description":3146},"Cursor 评测 2026：SpaceX 收购后的最强 AI IDE？价格、模型与国内避坑",[3217,3219,3221,3223],{"title":3218,"url":707},"Cursor 官方定价页",{"title":3220,"url":3104},"Cursor Composer 官方文档",{"title":3222,"url":3111},"Cursor Changelog（3.9–3.11）",{"title":3224,"url":3225},"SpaceX 收购 Anysphere（Reuters\u002FSEC）","https:\u002F\u002Fwww.reuters.com\u002Ftechnology\u002F","tools\u002Fcoding\u002Fide\u002Fcursor",[3228,3229,3230,3231],"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（现为 SpaceX 子公司）",[3144,3234,3235,2101,3236,3237,3238],"agent-mode","composer","vscode-fork","bugbot","background-agent","SpaceX 收购后资源更足、自研模型加持；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","BIY5W7kbkRy4Hu86QI4fywOdztz9Xc38KKfl_qKX5t4",{"id":3243,"title":238,"alternatives":3244,"api_compatible":3245,"body":3249,"category":3144,"chinese_friendly":1171,"cover":3774,"description":3775,"domestic":717,"extension":701,"faq":3776,"free":717,"github":681,"languages":3792,"lastVerified":702,"meta":3793,"models":3794,"navigation":717,"notSuitable":3801,"opensource":2019,"path":3805,"pillar":2032,"platforms":3806,"priceTable":3807,"pricing":3822,"published":2058,"relatedPlaybooks":3823,"relatedReviews":3827,"score":3829,"self_host":2019,"seo":3830,"seoTitle":3831,"slug":722,"sources":3832,"stem":3840,"suitable":3841,"tagline":3846,"tags":3847,"updated":2608,"verdict":3851,"website":713,"__hash__":3852},"tools\u002Ftools\u002Fcoding\u002Fide\u002Ftrae.md",[720,723,724,2112],[3246,3247,3248],"字节豆包","OpenAI","Anthropic",{"type":13,"value":3250,"toc":3758},[3251,3253,3268,3270,3273,3299,3302,3346,3348,3422,3427,3431,3436,3440,3443,3447,3450,3454,3457,3459,3498,3500,3627,3629,3667,3669,3675,3677,3718,3720,3749,3756],[16,3252,752],{"id":751},[754,3254,3256,3265],{"className":3255},[757,758,759],[20,3257,3258,3260,3261,3264],{},[24,3259,764],{}," Trae 是字节做的 AI IDE，",[24,3262,3263],{},"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）。",[20,3266,3267],{},"天花板略低于 Cursor + Claude Sonnet 4.5 MAX 模式，但日常 90% 任务够用。",[16,3269,2678],{"id":2678},[20,3271,3272],{},"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：",[369,3274,3275,3281,3287,3293],{},[372,3276,3277,3280],{},[24,3278,3279],{},"国内访问稳定","：trae.com.cn 直接走国内 CDN，零代理。",[372,3282,3283,3286],{},[24,3284,3285],{},"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。",[372,3288,3289,3292],{},[24,3290,3291],{},"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。",[372,3294,3295,3298],{},[24,3296,3297],{},"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」。",[20,3300,3301],{},"特色功能：",[571,3303,3304,3310,3316,3322,3328,3334,3340],{},[372,3305,3306,3309],{},[24,3307,3308],{},"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。",[372,3311,3312,3315],{},[24,3313,3314],{},"Chat 编程"," — 实时对话排错，类似 Cursor Chat。",[372,3317,3318,3321],{},[24,3319,3320],{},"图像转代码"," — 上传 Figma \u002F UI 截图，AI 解析布局 + 输出响应式 HTML\u002FCSS。",[372,3323,3324,3327],{},[24,3325,3326],{},"Webview 实时预览"," — 改前端代码即所见即所得，热重载 \u003C 300ms。",[372,3329,3330,3333],{},[24,3331,3332],{},"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。",[372,3335,3336,3339],{},[24,3337,3338],{},"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。",[372,3341,3342,3345],{},[24,3343,3344],{},"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。",[16,3347,1258],{"id":1258},[40,3349,3350,3365],{},[43,3351,3352],{},[46,3353,3354,3357,3359,3362],{},[49,3355,3356],{},"档位",[49,3358,1258],{},[49,3360,3361],{},"模型",[49,3363,3364],{},"限制",[62,3366,3367,3382,3395,3408],{},[46,3368,3369,3374,3376,3379],{},[67,3370,3371],{},[24,3372,3373],{},"国内版",[67,3375,2343],{},[67,3377,3378],{},"豆包 \u002F DeepSeek \u002F Kimi \u002F Doubao-Seed",[67,3380,3381],{},"无限调用",[46,3383,3384,3387,3389,3392],{},[67,3385,3386],{},"国际版 Free",[67,3388,3183],{},[67,3390,3391],{},"Claude \u002F GPT \u002F Gemini",[67,3393,3394],{},"5000 补全 \u002F 月 + 1000 高级模型 + 60 超级模型",[46,3396,3397,3400,3402,3405],{},[67,3398,3399],{},"国际版 Pro",[67,3401,2926],{},[67,3403,3404],{},"全模型",[67,3406,3407],{},"无限补全 + 无限高级模型 + 600 快速队列超级模型",[46,3409,3410,3413,3416,3419],{},[67,3411,3412],{},"限时容量包",[67,3414,3415],{},"$3 \u002F $7 \u002F $12",[67,3417,3418],{},"—",[67,3420,3421],{},"100 \u002F 300 \u002F 600 额外快速队列（Pro 加购）",[162,3423,3424],{},[20,3425,3426],{},"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。",[16,3428,3430],{"id":3429},"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）",[162,3432,3433],{},[20,3434,3435],{},"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。",[365,3437,3439],{"id":3438},"任务-1vue-组件一键生成","任务 1：Vue 组件一键生成",[20,3441,3442],{},"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。",[365,3444,3446],{"id":3445},"任务-2截图转代码","任务 2：截图转代码",[20,3448,3449],{},"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。",[365,3451,3453],{"id":3452},"任务-3跨文件重构","任务 3：跨文件重构",[20,3455,3456],{},"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。",[16,3458,1373],{"id":1372},[828,3460,3462],{"className":830,"code":3461,"language":832,"meta":681,"style":681},"# 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",[767,3463,3464,3469,3474,3478,3483,3488,3493],{"__ignoreMap":681},[836,3465,3466],{"class":838,"line":839},[836,3467,3468],{"class":855},"# 国内：https:\u002F\u002Fwww.trae.com.cn 下载\n",[836,3470,3471],{"class":838,"line":685},[836,3472,3473],{"class":855},"# 国际：https:\u002F\u002Fwww.trae.ai 下载\n",[836,3475,3476],{"class":838,"line":682},[836,3477,1405],{"emptyLinePlaceholder":717},[836,3479,3480],{"class":838,"line":911},[836,3481,3482],{"class":855},"# 1. 启动 → 用手机号 \u002F 邮箱登录\n",[836,3484,3485],{"class":838,"line":1171},[836,3486,3487],{"class":855},"# 2. 一键导入 VS Code 配置（首次启动会问）\n",[836,3489,3490],{"class":838,"line":1192},[836,3491,3492],{"class":855},"# 3. 默认模型选豆包 1.5-pro（国内版）或 Claude Sonnet 4（国际版）\n",[836,3494,3495],{"class":838,"line":1198},[836,3496,3497],{"class":855},"# 4. Cmd\u002FCtrl + I 开 Chat，Cmd\u002FCtrl + L 开 Builder\n",[16,3499,2880],{"id":2880},[40,3501,3502,3519],{},[43,3503,3504],{},[46,3505,3506,3508,3511,3514,3516],{},[49,3507,481],{},[49,3509,3510],{},"Trae 国内版",[49,3512,3513],{},"Cursor Pro",[49,3515,270],{},[49,3517,3518],{},"通义灵码",[62,3520,3521,3537,3551,3564,3580,3596,3611],{},[46,3522,3523,3525,3529,3532,3535],{},[67,3524,1258],{},[67,3526,3527],{},[24,3528,2343],{},[67,3530,3531],{},"$20\u002F月+用量",[67,3533,3534],{},"$15\u002F月",[67,3536,2200],{},[46,3538,3539,3541,3544,3546,3548],{},[67,3540,57],{},[67,3542,3543],{},"独立 IDE",[67,3545,3543],{},[67,3547,3543],{},[67,3549,3550],{},"VS Code \u002F JetBrains 插件",[46,3552,3553,3556,3558,3560,3562],{},[67,3554,3555],{},"国内直连",[67,3557,3193],{},[67,3559,1684],{},[67,3561,1684],{},[67,3563,3193],{},[46,3565,3566,3569,3572,3575,3577],{},[67,3567,3568],{},"默认模型",[67,3570,3571],{},"豆包 1.5-pro",[67,3573,3574],{},"Claude\u002FGPT",[67,3576,3574],{},[67,3578,3579],{},"通义千问",[46,3581,3582,3585,3588,3590,3593],{},[67,3583,3584],{},"上下文召回",[67,3586,3587],{},"@-symbol",[67,3589,3587],{},[67,3591,3592],{},"Cascade",[67,3594,3595],{},"@workspace",[46,3597,3598,3601,3604,3606,3608],{},[67,3599,3600],{},"多文件 Agent",[67,3602,3603],{},"Builder",[67,3605,2694],{},[67,3607,3592],{},[67,3609,3610],{},"部分",[46,3612,3613,3615,3618,3621,3624],{},[67,3614,2967],{},[67,3616,3617],{},"国内全栈",[67,3619,3620],{},"海外全栈",[67,3622,3623],{},"海外重 Agent",[67,3625,3626],{},"JetBrains 党",[16,3628,1791],{"id":1791},[571,3630,3631,3637,3643,3649,3655,3661],{},[372,3632,3633,3636],{},[24,3634,3635],{},"国内版 ≠ 国际版","，账号互不相通，下载安装包注意别下错。",[372,3638,3639,3642],{},[24,3640,3641],{},"海外有 Claude 限制","：港澳地区 Claude 系列暂不可用，需用 GPT 或 Gemini 替代。",[372,3644,3645,3648],{},[24,3646,3647],{},"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。",[372,3650,3651,3654],{},[24,3652,3653],{},"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。",[372,3656,3657,3660],{},[24,3658,3659],{},"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。",[372,3662,3663,3666],{},[24,3664,3665],{},"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。",[16,3668,2470],{"id":2469},[20,3670,3671,3672,3674],{},"✅ 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。",[2785,3673],{},"\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。",[16,3676,631],{"id":631},[369,3678,3679,3685,3692,3699,3705,3709],{},[372,3680,3681,3682],{},"对比选型：",[391,3683,3684],{"href":644},"Cursor vs Trae：国内开发者怎么选",[372,3686,3687,3688],{},"新手教程：",[391,3689,3691],{"href":3690},"\u002Fplaybook\u002Fonboarding\u002Ftrae-getting-started.html","Trae 新手上手指南",[372,3693,3694,3695],{},"进阶教程：",[391,3696,3698],{"href":3697},"\u002Fplaybook\u002Fonboarding\u002Ftrae-builder-solo-guide.html","Trae Builder 和 SOLO 模式怎么用",[372,3700,3066,3701],{},[391,3702,3704],{"href":3703},"\u002Fplaybook\u002Ftrae-vs-cursor.html","Trae vs Cursor 怎么选",[372,3706,3073,3707],{},[391,3708,3077],{"href":3076},[372,3710,3080,3711,3059,3713,3059,3715],{},[391,3712,206],{"href":1602},[391,3714,270],{"href":1899},[391,3716,3518],{"href":3717},"\u002Fcoding\u002Fcopilot\u002Ftongyi-lingma.html",[16,3719,1948],{"id":1948},[369,3721,3722,3728,3735,3742],{},[372,3723,3724,3725],{},"官网（国内版）：",[391,3726,713],{"href":713,"rel":3727},[925],[372,3729,3730,3731],{},"官网（国际版）：",[391,3732,3733],{"href":3733,"rel":3734},"https:\u002F\u002Fwww.trae.ai",[925],[372,3736,3737,3738],{},"计费文档：",[391,3739,3740],{"href":3740,"rel":3741},"https:\u002F\u002Fwww.w3cschool.cn\u002Ftraedocs\u002Ftrae-ide-billing.html",[925],[372,3743,3744,3745],{},"模型更新公告：",[391,3746,3747],{"href":3747,"rel":3748},"https:\u002F\u002Fdeveloper.volcengine.com\u002Farticles\u002F7598410724993728521",[925],[162,3750,3751],{},[20,3752,3753,3754,3123],{},"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 ",[391,3755,1993],{"href":1992},[1996,3757,3126],{},{"title":681,"searchDepth":682,"depth":682,"links":3759},[3760,3761,3762,3763,3768,3769,3770,3771,3772,3773],{"id":751,"depth":685,"text":752},{"id":2678,"depth":685,"text":2678},{"id":1258,"depth":685,"text":1258},{"id":3429,"depth":685,"text":3430,"children":3764},[3765,3766,3767],{"id":3438,"depth":682,"text":3439},{"id":3445,"depth":682,"text":3446},{"id":3452,"depth":682,"text":3453},{"id":1372,"depth":685,"text":1373},{"id":2880,"depth":685,"text":2880},{"id":1791,"depth":685,"text":1791},{"id":2469,"depth":685,"text":2470},{"id":631,"depth":685,"text":631},{"id":1948,"depth":685,"text":1948},"\u002Fimg\u002Ftools\u002Ftrae.webp","Trae 2026 真实评测：字节 AI IDE 国内版免费、无需代理，支持豆包、DeepSeek、Kimi 等模型。对比 Cursor、Windsurf、MarsCode，整理价格、Builder\u002FSOLO 模式、中文体验和适合人群，帮国内开发者判断是否值得换用。",[3777,3780,3783,3786,3789],{"q":3778,"a":3779},"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":3781,"a":3782},"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":3784,"a":3785},"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":3787,"a":3788},"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":3790,"a":3791},"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。",[2574,2021],{},[3795,3796,3797,3798,3799,3800],"doubao-seed-1.8","deepseek-v3","claude-sonnet-4","gpt-4o","gemini-2.5-pro","kimi-k2",[3802,3803,3804],"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",[2036,2034,2035],[3808,3811,3814,3818],{"plan":3373,"price":2343,"limit":3809,"cn_pay":2343,"note":3810},"Doubao \u002F DeepSeek \u002F Kimi 等国产模型免费无限调用","国内开发者首选",{"plan":3386,"price":3183,"limit":3812,"cn_pay":3418,"note":3813},"5000 次补全 + 1000 次高级模型 + 60 次超级模型\u002F月","海外免费档",{"plan":3399,"price":2926,"limit":3815,"cn_pay":3816,"note":3817},"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":3412,"price":3415,"limit":3819,"cn_pay":3820,"note":3821},"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",[3824,3825,3826,2062,2064],"onboarding\u002Ftrae-getting-started","onboarding\u002Ftrae-builder-solo-guide","ai-coding\u002Ftrae-vs-cursor",[2067,3828,2073,3210,3211,2601,3212],"china-ai-ide-shootout",{"power":911,"ux":1171,"price":1171,"cn_support":1171,"stability":911},{"title":238,"description":3775},"Trae 评测 2026：字节 AI IDE，国内免费 Cursor 平替",[3833,3834,3836,3838],{"title":712,"url":713},{"title":3835,"url":3733},"Trae 官网（国际版）",{"title":3837,"url":3740},"Trae IDE 国际版套餐与计费",{"title":3839,"url":3747},"火山引擎社区 Trae 更新公告","tools\u002Fcoding\u002Fide\u002Ftrae",[3842,3843,3844,3845],"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",[3144,3848,2621,2616,3236,3849,3850],"bytedance","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）。","Y5_ZeMssmoHI3jo82SzN-V0UBAfVwwDg5NBuIN3Espw",{"id":3854,"title":3855,"alternatives":3856,"api_compatible":3858,"body":3860,"category":3144,"chinese_friendly":682,"cover":4630,"description":4631,"domestic":2019,"extension":701,"faq":699,"free":717,"github":699,"languages":4632,"lastVerified":702,"meta":4633,"models":699,"navigation":717,"notSuitable":699,"opensource":2019,"path":4634,"pillar":2032,"platforms":4635,"priceTable":4636,"pricing":4649,"published":2058,"relatedPlaybooks":699,"relatedReviews":4650,"score":4651,"self_host":2019,"seo":4652,"seoTitle":4653,"slug":723,"sources":4654,"stem":4671,"suitable":699,"tagline":4672,"tags":4673,"updated":2102,"verdict":4676,"website":4677,"__hash__":4678},"tools\u002Ftools\u002Fcoding\u002Fide\u002Fwindsurf.md","Windsurf（已更名 Devin Desktop）",[720,722,3857,744],"coding\u002Fide\u002Fzed",[3247,3248,3859],"Google",{"type":13,"value":3861,"toc":4613},[3862,3864,3902,3907,3909,3913,3928,3934,3948,3956,3970,3978,3998,4002,4011,4015,4018,4021,4041,4045,4052,4122,4127,4138,4146,4148,4183,4186,4207,4209,4237,4239,4379,4384,4398,4403,4430,4432,4494,4496,4499,4519,4522,4541,4543,4587,4589,4606,4610],[16,3863,752],{"id":751},[754,3865,3867,3897],{"className":3866},[757,758,759],[20,3868,3869,3872,3873,3876,3877,3880,3881,3884,3885,3888,3889,3892,3893,3896],{},[24,3870,3871],{},"⚠️ 重大变更（2026-06\u002F07）："," Windsurf 已于 ",[24,3874,3875],{},"2026-06-02 更名为 Devin Desktop","（OTA 自动更新），并入 Cognition 的统一 Devin 品牌矩阵（Cloud \u002F Desktop \u002F CLI \u002F Review）。招牌 Agent ",[24,3878,3879],{},"Cascade 已于 2026-07-01 EOL","，由 Rust 重写的 ",[24,3882,3883],{},"Devin Local"," 取代——token 效率 +30%、支持子 Agent、Fast Context 用 SWE-grep 检索快约 20x、沙盒化执行，并支持 ",[24,3886,3887],{},"ACP","（Zed 的 Agent Client Protocol，可跑 Codex \u002F Claude Agent \u002F OpenCode + Devin Local）。",[767,3890,3891],{},"surf"," 命令改为 ",[767,3894,3895],{},"devin-desktop","，定价不变，完整 IDE 能力保留。",[20,3898,3899,3901],{},[24,3900,764],{}," 原 Windsurf 是 VS Code fork 基底的 AI-first IDE，免费档比 Cursor 大方、补全（Supercomplete）体感快；如今它是 Devin 生态的桌面入口，Agent Command Center（Spaces、Kanban）成主界面。Windsurf 的 JetBrains 插件保留原名。",[162,3903,3904],{},[20,3905,3906],{},"来源说明：本文基于 devin.ai \u002F windsurf.com 官方页面与更名 FAQ、docs.devin.ai 文档、多份独立评测（vibecoding.app \u002F eesel.ai \u002F openaitoolshub \u002F pecollective.com）综合整理。Cognition 的品牌 \u002F 产品结构变动较快，请以最新官方信息为准。",[16,3908,812],{"id":812},[365,3910,3912],{"id":3911},"devin-local接棒-cascade与原-cascade-引擎","Devin Local（接棒 Cascade）与原 Cascade 引擎",[162,3914,3915],{},[20,3916,3917,3920,3921,3924,3925,3927],{},[24,3918,3919],{},"注意","：下文描述的 Cascade 已于 ",[24,3922,3923],{},"2026-07-01 EOL","，由 ",[24,3926,3883],{}," 取代。Devin Local 用 Rust 重写，token 效率 +30%、支持子 Agent、Fast Context 检索快约 20x（SWE-grep）、沙盒化执行，并支持 ACP 跨 Agent 协议（同界面可切 Codex \u002F Claude Agent \u002F OpenCode）。以下 Cascade 的能力描述保留作为演进参照，多数已被 Devin Local 对齐或增强。",[20,3929,3930,3931,3933],{},"Cascade 曾是 Windsurf 对标 ",[391,3932,206],{"href":1602}," Composer 的多步骤 Agent。两种模式：",[369,3935,3936,3942],{},[372,3937,3938,3941],{},[24,3939,3940],{},"Write 模式","：让 Cascade 实际改代码，多文件编辑",[372,3943,3944,3947],{},[24,3945,3946],{},"Chat 模式","：只问答，不动文件（适合代码理解）",[20,3949,3950,3955],{},[391,3951,3954],{"href":3952,"rel":3953},"https:\u002F\u002Fdocs.devin.ai\u002Fwindsurf\u002Fplugins\u002Fcascade\u002Fcascade-overview",[925],"官方 Cascade 文档"," 公开的能力：",[369,3957,3958,3961,3964,3967],{},[372,3959,3960],{},"每次 prompt 最多 25 次工具调用，超过 type \"continue\" 继续",[372,3962,3963],{},"内置工具：Search、Analyze、Web Search、Terminal、Voice Input",[372,3965,3966],{},"自动探测项目用的包管理器并装依赖",[372,3968,3969],{},"队列消息：Cascade 跑的时候你可以排队下一个指令",[20,3971,3972,3977],{},[391,3973,3976],{"href":3974,"rel":3975},"https:\u002F\u002Fwww.eesel.ai\u002Fblog\u002Fwindsurf-overview",[925],"eesel AI 2026 评测"," 实测描述的 Cascade 特点：",[369,3979,3980,3986,3992],{},[372,3981,3982,3985],{},[24,3983,3984],{},"多文件编辑","：rename 一个函数，跨整个项目同步更新调用点",[372,3987,3988,3991],{},[24,3989,3990],{},"终端集成","：跑命令、读输出、看到 error 自动尝试修复",[372,3993,3994,3997],{},[24,3995,3996],{},"迭代调试","：测试失败时不放弃，换个方法再试，循环到通过",[365,3999,4001],{"id":4000},"supercomplete补全速度优势","Supercomplete：补全速度优势",[20,4003,4004,4005,4010],{},"Windsurf 自研补全模型，跑在自家推理基础设施上，",[391,4006,4009],{"href":4007,"rel":4008},"https:\u002F\u002Fpecollective.com\u002Ftools\u002Fwindsurf",[925],"PE Collective 评测"," 描述：\"没有云端补全那种卡顿，suggestions 几乎瞬间出现\"。能预测下一行甚至连续几行（特别是 API route \u002F 测试用例这类重复模式）。",[365,4012,4014],{"id":4013},"flows上下文聊天","Flows：上下文聊天",[20,4016,4017],{},"Cascade 的对话界面，跨会话保留上下文。问完一个函数，追问它的测试，Flows 能记住前一轮在讨论什么。索引整个 codebase + 当前打开文件 + 最近编辑。",[365,4019,4020],{"id":4020},"其他",[369,4022,4023,4029,4035],{},[372,4024,4025,4028],{},[24,4026,4027],{},"Terminal AI","：用自然语言生成 shell 命令（\"重启 docker 并清缓存\"）",[372,4030,4031,4034],{},[24,4032,4033],{},"Voice input","：Cmd\u002FCtrl+L 打开 Cascade，可以语音输入",[372,4036,4037,4040],{},[24,4038,4039],{},"VS Code 扩展兼容","：因为是 VS Code fork，95%+ 的扩展可以直接装",[16,4042,4044],{"id":4043},"价格与运行成本2026-切到-credit-制","价格与运行成本（2026 切到 credit 制）",[20,4046,4047,4051],{},[391,4048,4050],{"href":4007,"rel":4049},[925],"PE Collective 2026-04 评测"," 描述的 credit 系统：",[40,4053,4054,4068],{},[43,4055,4056],{},[46,4057,4058,4060,4062,4065],{},[49,4059,2188],{},[49,4061,1258],{},[49,4063,4064],{},"Credits",[49,4066,4067],{},"备注",[62,4069,4070,4083,4095,4109],{},[46,4071,4072,4075,4077,4080],{},[67,4073,4074],{},"Free",[67,4076,3183],{},[67,4078,4079],{},"25 credits\u002F月",[67,4081,4082],{},"比 Cursor Free 体感更可用",[46,4084,4085,4087,4089,4092],{},[67,4086,1283],{},[67,4088,3534],{},[67,4090,4091],{},"500 credits\u002F月",[67,4093,4094],{},"比 Cursor Pro 便宜 $5",[46,4096,4097,4100,4103,4106],{},[67,4098,4099],{},"Team",[67,4101,4102],{},"$30\u002Fseat\u002F月",[67,4104,4105],{},"更多 credits + SSO + 中央账单",[67,4107,4108],{},"中小团队",[46,4110,4111,4113,4116,4119],{},[67,4112,3201],{},[67,4114,4115],{},"联系销售",[67,4117,4118],{},"定制",[67,4120,4121],{},"大企业 \u002F 合规",[20,4123,4124,1750],{},[24,4125,4126],{},"Credit 消耗规则（社区共识，非官方明示）",[369,4128,4129,4132,4135],{},[372,4130,4131],{},"Cascade 一次 Write 调用 = 1+ credits（依赖模型 + 工具调用数）",[372,4133,4134],{},"用 GPT-4 \u002F Claude Opus 等 premium 模型 = credit 倍数高",[372,4136,4137],{},"自带补全（Supercomplete）= 不算 credits",[20,4139,4140,4145],{},[391,4141,4144],{"href":4142,"rel":4143},"https:\u002F\u002Fwww.openaitoolshub.org\u002Fen\u002Fblog\u002Fwindsurf-editor-review",[925],"openaitoolshub 评测"," 真实使用感受：Pro $15 + 500 credits 对中度用户够用一个月；写得猛的话第二周就空，要加买 credit pack。",[16,4147,1373],{"id":1372},[828,4149,4151],{"className":830,"code":4150,"language":832,"meta":681,"style":681},"# macOS\nbrew install --cask windsurf\n\n# Windows \u002F Linux\n# 去 https:\u002F\u002Fwindsurf.com 下载安装包\n",[767,4152,4153,4158,4169,4173,4178],{"__ignoreMap":681},[836,4154,4155],{"class":838,"line":839},[836,4156,4157],{"class":855},"# macOS\n",[836,4159,4160,4162,4164,4166],{"class":838,"line":685},[836,4161,1415],{"class":852},[836,4163,1418],{"class":846},[836,4165,1421],{"class":842},[836,4167,4168],{"class":846}," windsurf\n",[836,4170,4171],{"class":838,"line":682},[836,4172,1405],{"emptyLinePlaceholder":717},[836,4174,4175],{"class":838,"line":911},[836,4176,4177],{"class":855},"# Windows \u002F Linux\n",[836,4179,4180],{"class":838,"line":1171},[836,4181,4182],{"class":855},"# 去 https:\u002F\u002Fwindsurf.com 下载安装包\n",[20,4184,4185],{},"打开后：",[571,4187,4188,4191,4194,4201,4204],{},[372,4189,4190],{},"用 GitHub \u002F Google 账号登录（国内可能需要代理过验证）",[372,4192,4193],{},"选择主题（VS Code 用户零迁移成本）",[372,4195,4196,4197,4200],{},"打开项目目录 → ",[767,4198,4199],{},"Cmd\u002FCtrl+L"," 调出 Cascade",[372,4202,4203],{},"输入第一个 prompt，比如\"读完整个项目结构后告诉我这是什么项目\"",[372,4205,4206],{},"等 Cascade 索引完（几十秒到几分钟，看项目大小）",[16,4208,1540],{"id":1540},[571,4210,4211,4217,4222,4227],{},[372,4212,4213,4216],{},[24,4214,4215],{},"账号注册","：需要海外邮箱 + 偶发要海外手机；国内邮箱（QQ \u002F 163）有时被拒",[372,4218,4219,4221],{},[24,4220,1559],{},"：模型推理在境外，没代理时 Cascade 会卡顿到不可用",[372,4223,4224,4226],{},[24,4225,1553],{},"：Pro 订阅只收海外卡，第三方代付方案少（不像 Cursor 有成熟代理）",[372,4228,4229,1750,4231,4233,4234,4236],{},[24,4230,1565],{},[391,4232,238],{"href":3083},"（字节 IDE，国内访问无门槛）或 ",[391,4235,206],{"href":1602},"（生态更成熟）",[16,4238,1587],{"id":1587},[40,4240,4241,4263],{},[43,4242,4243],{},[46,4244,4245,4247,4249,4253,4257],{},[49,4246,481],{},[49,4248,270],{},[49,4250,4251],{},[391,4252,206],{"href":1602},[49,4254,4255],{},[391,4256,238],{"href":3083},[49,4258,4259],{},[391,4260,4262],{"href":4261},"\u002Fcoding\u002Fide\u002Fzed.html","Zed",[62,4264,4265,4282,4296,4311,4325,4338,4351,4364],{},[46,4266,4267,4270,4273,4276,4279],{},[67,4268,4269],{},"Agent 模式",[67,4271,4272],{},"Cascade（激进）",[67,4274,4275],{},"Composer（保守）",[67,4277,4278],{},"类 Composer",[67,4280,4281],{},"ACP 协议接入",[46,4283,4284,4287,4290,4292,4294],{},[67,4285,4286],{},"补全速度",[67,4288,4289],{},"★★★★★ 自研模型",[67,4291,1639],{},[67,4293,1639],{},[67,4295,1639],{},[46,4297,4298,4301,4304,4306,4309],{},[67,4299,4300],{},"免费档慷慨度",[67,4302,4303],{},"★★★★☆ 25 credits",[67,4305,1644],{},[67,4307,4308],{},"★★★★★ 中国无限制",[67,4310,1639],{},[46,4312,4313,4316,4318,4320,4323],{},[67,4314,4315],{},"Pro 价格",[67,4317,3534],{},[67,4319,1739],{},[67,4321,4322],{},"国内免费",[67,4324,1739],{},[46,4326,4327,4330,4332,4334,4336],{},[67,4328,4329],{},"国内可用性",[67,4331,1644],{},[67,4333,1644],{},[67,4335,1636],{},[67,4337,1644],{},[46,4339,4340,4343,4345,4347,4349],{},[67,4341,4342],{},"多文件改动激进度",[67,4344,1636],{},[67,4346,1639],{},[67,4348,1639],{},[67,4350,1644],{},[46,4352,4353,4356,4358,4360,4362],{},[67,4354,4355],{},"稳定性",[67,4357,1639],{},[67,4359,1636],{},[67,4361,1639],{},[67,4363,1639],{},[46,4365,4366,4369,4372,4374,4376],{},[67,4367,4368],{},"生态（VS Code 扩展）",[67,4370,4371],{},"★★★★★ fork",[67,4373,4371],{},[67,4375,4371],{},[67,4377,4378],{},"★★★☆☆ 自家",[20,4380,4381,1750],{},[24,4382,4383],{},"选 Windsurf 如果你",[369,4385,4386,4389,4392,4395],{},[372,4387,4388],{},"看重补全速度 + 多文件 Agent 的激进度",[372,4390,4391],{},"海外开发者 \u002F 已经能搞定支付和网络",[372,4393,4394],{},"免费档已经够用、不想付费",[372,4396,4397],{},"跑 Cursor 卡顿，想换个推理基础设施",[20,4399,4400,1750],{},[24,4401,4402],{},"别选 Windsurf 如果你",[369,4404,4405,4410,4416,4423],{},[372,4406,4407,4408,395],{},"国内 + 不想折腾代理（去 ",[391,4409,238],{"href":3083},[372,4411,4412,4413,4415],{},"重度使用 + 预算敏感（credit 制不划算，",[391,4414,206],{"href":1602}," 月费固定）",[372,4417,4418,4419,623,4421,395],{},"终端原生使用者（",[391,4420,222],{"href":3046},[391,4422,1570],{"href":1569},[372,4424,4425,4426,395],{},"完全开源洁癖（",[391,4427,4429],{"href":4428},"\u002Fcoding\u002Fagent\u002Fcontinue.html","Continue.dev",[16,4431,1791],{"id":1791},[369,4433,4434,4440,4450,4460,4470,4482,4488],{},[372,4435,4436,4439],{},[24,4437,4438],{},"Credit 制下重度使用要算账","：500 credits 看着多，复杂 refactor 一次性吃掉 10-20 credits，月底空了得加 credit pack",[372,4441,4442,4445,4446,4449],{},[24,4443,4444],{},"Cascade 比 Composer 更敢动手","：写得激进的同时",[24,4447,4448],{},"犯错也更多","，commit 频率要拉高，方便回滚",[372,4451,4452,4455,4456,4459],{},[24,4453,4454],{},"多窗口隔离","：根据 ",[391,4457,4144],{"href":4142,"rel":4458},[925]," 实测，Cascade context 是按窗口隔离的——前后端在两个项目时跨项目协作有缺陷，需开 multi-root workspace",[372,4461,4462,1750,4465,4469],{},[24,4463,4464],{},"Cascade 写文件失败的\"flaky\"",[391,4466,4468],{"href":3974,"rel":4467},[925],"dev.to 用户反馈"," 引用的常见问题，Cascade 偶发 \"cascade errors when trying to write files\"，重试或换模型可解",[372,4471,4472,4475,4476,4478,4479,4481],{},[24,4473,4474],{},"更名已落地，注意迁移","：Windsurf 已于 2026-06-02 更名 Devin Desktop，Cascade 于 07-01 EOL。老用户 OTA 自动更新，无需重装；但脚本里的 ",[767,4477,3891],{}," 命令要改为 ",[767,4480,3895],{},"，依赖 Cascade 的工作流需迁移到 Devin Local（功能对齐，部分交互不同），建议先在小项目验证再全面迁移",[372,4483,4484,4487],{},[24,4485,4486],{},"Rust \u002F Go 项目 LSP 不够全","：Cascade 的内嵌 LSP 比\"VS Code + Rust Analyzer 扩展\"功能少一些",[372,4489,4490,4493],{},[24,4491,4492],{},"VS Code 扩展库兼容性","：95%+ 兼容，但极少数靠 VS Code 私有 API 的扩展（如某些远程开发插件）会有问题",[16,4495,2470],{"id":2469},[20,4497,4498],{},"✅ 适合：",[369,4500,4501,4507,4510,4513,4516],{},[372,4502,4503,4504,4506],{},"想用比 ",[391,4505,206],{"href":1602}," 更激进的 Agent 模式",[372,4508,4509],{},"重视补全的瞬时响应",[372,4511,4512],{},"海外开发者 \u002F 能稳定上代理",[372,4514,4515],{},"VS Code 用户想\"原地升级\"",[372,4517,4518],{},"团队规模中小（5-20 人），SSO 需求",[20,4520,4521],{},"❌ 不适合：",[369,4523,4524,4530,4535,4538],{},[372,4525,4526,4527,4529],{},"国内首选 IDE（",[391,4528,238],{"href":3083}," 更顺）",[372,4531,4532,4533,395],{},"终端工作流为主（",[391,4534,222],{"href":3046},[372,4536,4537],{},"需要私有部署 \u002F 数据不出网",[372,4539,4540],{},"反对一切 credit 制",[16,4542,631],{"id":631},[369,4544,4545,4555,4567,4575],{},[372,4546,3054,4547,623,4551],{},[391,4548,4550],{"href":4549},"\u002Fnews\u002F2026\u002Fwindsurf-devin-desktop.html","Windsurf 更名 Devin Desktop，Cascade 退役",[391,4552,4554],{"href":4553},"\u002Fnews\u002F2026\u002Fwindsurf-acquisition.html","Windsurf 被 Cognition 收购始末",[372,4556,1894,4557,623,4559,623,4561,623,4563,623,4565],{},[391,4558,206],{"href":1602},[391,4560,238],{"href":3083},[391,4562,4262],{"href":4261},[391,4564,222],{"href":3046},[391,4566,333],{"href":1788},[372,4568,1908,4569,623,4571,623,4573],{},[391,4570,1911],{"href":879},[391,4572,1941],{"href":1940},[391,4574,1915],{"href":1914},[372,4576,1924,4577,623,4581,623,4583],{},[391,4578,4580],{"href":4579},"\u002Fmodels\u002Fgpt-5-6.html","GPT-5.6",[391,4582,791],{"href":790},[391,4584,4586],{"href":4585},"\u002Fmodels\u002Fdeepseek-v4.html","DeepSeek V4",[16,4588,1948],{"id":1948},[369,4590,4591,4597,4603],{},[372,4592,1953,4593],{},[391,4594,4595],{"href":4595,"rel":4596},"https:\u002F\u002Fwindsurf.com",[925],[372,4598,4599,4600],{},"Cascade 文档：",[391,4601,3952],{"href":3952,"rel":4602},[925],[372,4604,4605],{},"第三方评测：vibecoding.app \u002F eesel.ai \u002F openaitoolshub.org \u002F pecollective.com",[20,4607,1989,4608,1994],{},[391,4609,1993],{"href":1992},[1996,4611,4612],{},"html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}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":681,"searchDepth":682,"depth":682,"links":4614},[4615,4616,4622,4623,4624,4625,4626,4627,4628,4629],{"id":751,"depth":685,"text":752},{"id":812,"depth":685,"text":812,"children":4617},[4618,4619,4620,4621],{"id":3911,"depth":682,"text":3912},{"id":4000,"depth":682,"text":4001},{"id":4013,"depth":682,"text":4014},{"id":4020,"depth":682,"text":4020},{"id":4043,"depth":685,"text":4044},{"id":1372,"depth":685,"text":1373},{"id":1540,"depth":685,"text":1540},{"id":1587,"depth":685,"text":1587},{"id":1791,"depth":685,"text":1791},{"id":2469,"depth":685,"text":2470},{"id":631,"depth":685,"text":631},{"id":1948,"depth":685,"text":1948},"\u002Fimg\u002Ftools\u002Fwindsurf.webp","Windsurf \u002F Devin Desktop 真实评测：Cognition 于 2026-06-02 将 Windsurf 更名 Devin Desktop，招牌 Agent Cascade 已于 07-01 EOL，由 Rust 重写的 Devin Local 取代（token 效率 +30%，支持 ACP 跨 Agent 协议）。AIHO 编辑部基于官方文档与多份独立评测整理，含最新变化、定价、与 Cursor 对比、避坑指南。",[2574,2021],{},"\u002Ftools\u002Fcoding\u002Fide\u002Fwindsurf",[2036,2034,2035],[4637,4640,4643,4646],{"plan":4074,"price":3183,"limit":4638,"cn_pay":3418,"note":4639},"25 credits\u002F月，Cascade 基础访问","比 Cursor Free 体感强",{"plan":1283,"price":3534,"limit":4641,"cn_pay":2047,"note":4642},"500 credits\u002F月，多模型","比 Cursor 便宜 $5",{"plan":4099,"price":4102,"limit":4644,"cn_pay":4645,"note":4108},"更高 credit + SSO","⚠️",{"plan":3201,"price":4115,"limit":4647,"cn_pay":3418,"note":4648},"VPC \u002F 审计 \u002F SOC2","大企业","Free 25 credits \u002F Pro $15\u002Fmo 500 credits \u002F Team $30\u002Fseat",[2073,3210,2601,3212],{"power":1171,"ux":1171,"price":911,"cn_support":682,"stability":911},{"title":3855,"description":4631},"Windsurf 评测 2026：Codeium 出品 AI IDE，现已更名 Devin Desktop",[4655,4657,4659,4662,4664,4666,4668],{"title":4656,"url":4595},"Windsurf 官方",{"title":4658,"url":3952},"Cascade 官方文档",{"title":4660,"url":4661},"Windsurf Review 2026 (vibecoding.app)","https:\u002F\u002Fvibecoding.app\u002Fblog\u002Fwindsurf-review",{"title":4663,"url":3974},"Windsurf 评测 - eesel AI",{"title":4665,"url":4142},"Windsurf Honest Assessment",{"title":4667,"url":4007},"PE Collective 2026 Review",{"title":4669,"url":4670},"Windsurf → Devin Desktop 更名 FAQ","https:\u002F\u002Fdevin.ai\u002F","tools\u002Fcoding\u002Fide\u002Fwindsurf","原 Windsurf，2026-06 更名 Devin Desktop，Cascade 退役、Devin Local 接棒",[3144,2098,4674,3236,4675],"cascade","codeium","已并入 Devin 生态。原 Cascade 已退役，接棒的 Devin Local（Rust 重写）更快更省且支持 ACP 跨 Agent；仍是免费档大方的 AI IDE，但需重新适应新品牌与新 Agent。","https:\u002F\u002Fdevin.ai","DGsX5EVDK7me3yKZnikMKO8a2cO1_6OEFSU8NmCKeDg",1785666674169]