[{"data":1,"prerenderedAt":1627},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"compare-aider-vs-openhands":9,"compare-a-aider":10,"compare-b-openhands":1101},{"tools":4,"reviews":5},78,26,{"tools":4,"reviews":5,"playbooks":7,"news":8},22,21,null,{"id":11,"title":12,"alternatives":13,"api_compatible":9,"body":17,"category":1041,"chinese_friendly":189,"cover":1042,"description":1043,"domestic":1044,"extension":1045,"faq":9,"free":1044,"github":511,"languages":1046,"lastVerified":9,"meta":1049,"models":9,"navigation":360,"notSuitable":9,"opensource":360,"path":1050,"pillar":1051,"platforms":1052,"priceTable":1056,"pricing":1067,"published":1068,"relatedPlaybooks":9,"relatedReviews":1069,"score":1075,"self_host":360,"seo":1076,"seoTitle":9,"slug":1077,"sources":1078,"stem":1091,"suitable":9,"tagline":1092,"tags":1093,"updated":1098,"verdict":1099,"website":971,"__hash__":1100},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Faider.md","Aider",[14,15,16],"coding\u002Fcli\u002Fclaude-code","coding\u002Fcli\u002Fcodex","coding\u002Fcli\u002Fcline",{"type":18,"value":19,"toc":1024},"minimark",[20,25,58,64,67,72,75,114,118,128,148,151,207,212,215,223,305,308,312,315,319,498,501,548,560,563,602,605,742,747,769,772,870,874,877,903,906,920,923,961,964,1012,1020],[21,22,24],"h2",{"id":23},"tldr","TL;DR",[26,27,32,45],"div",{"className":28},[29,30,31],"card","p-5","my-4",[33,34,35,39,40,44],"p",{},[36,37,38],"strong",{},"一句话："," Aider 把 \"AI 编辑代码\" 这件事拆成了 git 操作——每次对话结束自动 commit，回滚一行 ",[41,42,43],"code",{},"git reset --hard HEAD~1"," 就行。没有 GUI、没有 IDE 插件、没有 Composer 那种漂亮 diff 面板，但你能拿到对开源项目最友好的工作流：bring your own key、bring your own model、bring your own editor。",[33,46,47,48,51,52,57],{},"代价是",[36,49,50],{},"学习曲线最陡","。第一次跑起来要花 10 分钟读文档，但跑顺了之后 ",[53,54,56],"a",{"href":55},"\u002Fcoding\u002Fcli\u002Fclaude-code.html","Claude Code"," 用户都觉得\"为啥不直接 aider\"。",[59,60,61],"blockquote",{},[33,62,63],{},"来源说明：本文事实点基于 aider.chat 官方文档（modes.html \u002F llms.html \u002F HISTORY.html）和 GitHub 仓库归纳，命令、参数、模型列表以官方为准。",[21,65,66],{"id":66},"核心特性",[68,69,71],"h3",{"id":70},"git-原生每次改动-一次-commit","Git 原生：每次改动 = 一次 commit",[33,73,74],{},"这是 Aider 与所有竞品的最大区别。其他 AI 编程工具改完文件丢给你看 diff，让你手动 stage \u002F commit；Aider 把 git 集成到工作流里：",[76,77,78,90,100,111],"ul",{},[79,80,81,82,85,86,89],"li",{},"每次对话改完代码，自动 ",[41,83,84],{},"git add"," + ",[41,87,88],{},"git commit","，commit message 由 weak-model 生成",[79,91,92,93,96,97],{},"想撤回上一步：",[41,94,95],{},"\u002Fundo"," 或者直接 ",[41,98,99],{},"git reset",[79,101,102,103,106,107,110],{},"改坏了想从分叉点重来：",[41,104,105],{},"git checkout \u003Chash>"," 后继续 ",[41,108,109],{},"aider","，对话上下文还在",[79,112,113],{},"这也是为什么官方推荐 Aider 用在 git 仓库里——非 git 目录功能受限",[68,115,117],{"id":116},"architect-模式两个模型分工","Architect 模式：两个模型分工",[33,119,120,121,127],{},"Architect 模式把\"想方案\"和\"写代码\"拆给两个模型——根据 ",[53,122,126],{"href":123,"rel":124},"https:\u002F\u002Faider.chat\u002Fdocs\u002Fusage\u002Fmodes.html",[125],"nofollow","官方 modes 文档","：",[76,129,130,136,142],{},[79,131,132,135],{},[41,133,134],{},"--model","（architect）：负责高层方案推理。适合 o1 \u002F o3 \u002F DeepSeek R1 \u002F Claude Opus 这类强推理模型",[79,137,138,141],{},[41,139,140],{},"--editor-model","：负责把方案落地成具体文件 diff。适合 GPT-4o \u002F Claude Sonnet 这类编辑能力强但推理一般的模型",[79,143,144,147],{},[41,145,146],{},"--weak-model","（可选）：用来生成 commit message \u002F 简单重构。可以指定便宜模型省钱",[33,149,150],{},"启动示例：",[152,153,158],"pre",{"className":154,"code":155,"language":156,"meta":157,"style":157},"language-bash shiki shiki-themes github-light github-dark","aider --architect \\\n  --model deepseek\u002Fdeepseek-reasoner \\\n  --editor-model claude-3-5-sonnet-20241022 \\\n  --weak-model gpt-4o-mini\n","bash","",[41,159,160,175,187,198],{"__ignoreMap":157},[161,162,165,168,172],"span",{"class":163,"line":164},"line",1,[161,166,109],{"class":167},"sScJk",[161,169,171],{"class":170},"sj4cs"," --architect",[161,173,174],{"class":170}," \\\n",[161,176,178,181,185],{"class":163,"line":177},2,[161,179,180],{"class":170},"  --model",[161,182,184],{"class":183},"sZZnC"," deepseek\u002Fdeepseek-reasoner",[161,186,174],{"class":170},[161,188,190,193,196],{"class":163,"line":189},3,[161,191,192],{"class":170},"  --editor-model",[161,194,195],{"class":183}," claude-3-5-sonnet-20241022",[161,197,174],{"class":170},[161,199,201,204],{"class":163,"line":200},4,[161,202,203],{"class":170},"  --weak-model",[161,205,206],{"class":183}," gpt-4o-mini\n",[59,208,209],{},[33,210,211],{},"据 Aider 官方 benchmark，DeepSeek R1（架构师）+ Claude 3.5 Sonnet（编辑器）的 Architect 组合，比任一模型单跑高约 10%。本数据来自 aider.chat\u002FHISTORY.html 与 pixelsham.com 的 2025-07 评测笔记。",[68,213,214],{"id":214},"几乎能接所有模型",[33,216,217,222],{},[53,218,221],{"href":219,"rel":220},"https:\u002F\u002Faider.chat\u002Fdocs\u002Fllms.html",[125],"Aider 官方推荐"," 的\"最佳模型清单\"：",[224,225,226,242],"table",{},[227,228,229],"thead",{},[230,231,232,236,239],"tr",{},[233,234,235],"th",{},"厂商",[233,237,238],{},"推荐模型",[233,240,241],{},"备注",[243,244,245,257,268,279,294],"tbody",{},[230,246,247,251,254],{},[248,249,250],"td",{},"Anthropic",[248,252,253],{},"Claude Sonnet 4 \u002F 3.7 Sonnet",[248,255,256],{},"编辑能力最稳",[230,258,259,262,265],{},[248,260,261],{},"Google",[248,263,264],{},"Gemini 2.5 Pro",[248,266,267],{},"超长上下文",[230,269,270,273,276],{},[248,271,272],{},"DeepSeek",[248,274,275],{},"R1 + V3",[248,277,278],{},"性价比之王",[230,280,281,284,291],{},[248,282,283],{},"OpenAI",[248,285,286,287],{},"o3 \u002F o4-mini \u002F GPT-4.1 \u002F ",[53,288,290],{"href":289},"\u002Fmodels\u002Fgpt-5.html","GPT-5",[248,292,293],{},"reasoning 路径",[230,295,296,299,302],{},[248,297,298],{},"本地",[248,300,301],{},"Ollama \u002F LM Studio 兼容 OpenAI API",[248,303,304],{},"完全离线",[33,306,307],{},"接入方式靠 LiteLLM 适配层，OpenRouter \u002F Bedrock \u002F Vertex \u002F xAI \u002F Groq \u002F Cohere \u002F Azure \u002F 私有 OpenAI 兼容端点 都支持——你能想到的 base_url，基本都行。",[68,309,311],{"id":310},"repo-map上下文召回的核心机制","Repo map：上下文召回的核心机制",[33,313,314],{},"Aider 用 tree-sitter 解析整个 git 仓库，生成一份压缩版的 \"repo map\"——把符号定义、函数签名、类层级提取出来塞进 prompt。模型不需要看到所有源代码就能理解项目结构。这是 Aider 在 polyglot benchmark 上能打过很多带 Composer 的工具的关键原因。",[21,316,318],{"id":317},"上手-5-分钟","上手 5 分钟",[152,320,322],{"className":154,"code":321,"language":156,"meta":157,"style":157},"# 1. 安装（要 Python 3.9+）\npython -m pip install -U --upgrade-strategy only-if-needed aider-chat\n\n# 2. 进入 git 仓库\ncd your-project\n\n# 3. 设置 API key（任选其一）\nexport ANTHROPIC_API_KEY=sk-ant-...\nexport DEEPSEEK_API_KEY=sk-...\nexport OPENAI_API_KEY=sk-...\n\n# 4. 启动（默认会用环境变量里第一个能识别的 key）\naider\n\n# 或指定模型\naider --model deepseek\u002Fdeepseek-chat\naider --model claude-3-5-sonnet-20241022\n\n# 5. 在 aider 里直接用自然语言下指令\n> 把 server\u002Fapi\u002Fuser.ts 里的 getUserById 改成支持批量查询\n",[41,323,324,330,356,362,367,376,381,387,404,417,429,434,440,446,451,457,468,478,483,489],{"__ignoreMap":157},[161,325,326],{"class":163,"line":164},[161,327,329],{"class":328},"sJ8bj","# 1. 安装（要 Python 3.9+）\n",[161,331,332,335,338,341,344,347,350,353],{"class":163,"line":177},[161,333,334],{"class":167},"python",[161,336,337],{"class":170}," -m",[161,339,340],{"class":183}," pip",[161,342,343],{"class":183}," install",[161,345,346],{"class":170}," -U",[161,348,349],{"class":170}," --upgrade-strategy",[161,351,352],{"class":183}," only-if-needed",[161,354,355],{"class":183}," aider-chat\n",[161,357,358],{"class":163,"line":189},[161,359,361],{"emptyLinePlaceholder":360},true,"\n",[161,363,364],{"class":163,"line":200},[161,365,366],{"class":328},"# 2. 进入 git 仓库\n",[161,368,370,373],{"class":163,"line":369},5,[161,371,372],{"class":170},"cd",[161,374,375],{"class":183}," your-project\n",[161,377,379],{"class":163,"line":378},6,[161,380,361],{"emptyLinePlaceholder":360},[161,382,384],{"class":163,"line":383},7,[161,385,386],{"class":328},"# 3. 设置 API key（任选其一）\n",[161,388,390,394,398,401],{"class":163,"line":389},8,[161,391,393],{"class":392},"szBVR","export",[161,395,397],{"class":396},"sVt8B"," ANTHROPIC_API_KEY",[161,399,400],{"class":392},"=",[161,402,403],{"class":396},"sk-ant-...\n",[161,405,407,409,412,414],{"class":163,"line":406},9,[161,408,393],{"class":392},[161,410,411],{"class":396}," DEEPSEEK_API_KEY",[161,413,400],{"class":392},[161,415,416],{"class":396},"sk-...\n",[161,418,420,422,425,427],{"class":163,"line":419},10,[161,421,393],{"class":392},[161,423,424],{"class":396}," OPENAI_API_KEY",[161,426,400],{"class":392},[161,428,416],{"class":396},[161,430,432],{"class":163,"line":431},11,[161,433,361],{"emptyLinePlaceholder":360},[161,435,437],{"class":163,"line":436},12,[161,438,439],{"class":328},"# 4. 启动（默认会用环境变量里第一个能识别的 key）\n",[161,441,443],{"class":163,"line":442},13,[161,444,445],{"class":167},"aider\n",[161,447,449],{"class":163,"line":448},14,[161,450,361],{"emptyLinePlaceholder":360},[161,452,454],{"class":163,"line":453},15,[161,455,456],{"class":328},"# 或指定模型\n",[161,458,460,462,465],{"class":163,"line":459},16,[161,461,109],{"class":167},[161,463,464],{"class":170}," --model",[161,466,467],{"class":183}," deepseek\u002Fdeepseek-chat\n",[161,469,471,473,475],{"class":163,"line":470},17,[161,472,109],{"class":167},[161,474,464],{"class":170},[161,476,477],{"class":183}," claude-3-5-sonnet-20241022\n",[161,479,481],{"class":163,"line":480},18,[161,482,361],{"emptyLinePlaceholder":360},[161,484,486],{"class":163,"line":485},19,[161,487,488],{"class":328},"# 5. 在 aider 里直接用自然语言下指令\n",[161,490,492,495],{"class":163,"line":491},20,[161,493,494],{"class":392},">",[161,496,497],{"class":396}," 把 server\u002Fapi\u002Fuser.ts 里的 getUserById 改成支持批量查询\n",[21,499,500],{"id":500},"价格与运行成本",[76,502,503,515,531],{},[79,504,505,508,509,514],{},[36,506,507],{},"Aider 本体","：开源免费（",[53,510,513],{"href":511,"rel":512},"https:\u002F\u002Fgithub.com\u002FAider-AI\u002Faider",[125],"Apache 2.0 协议","，根据官方 GitHub 仓库 LICENSE）",[79,516,517,520,521,525,526,530],{},[36,518,519],{},"真正的成本是模型 API key","：100% 自带——这是 Aider 与 ",[53,522,524],{"href":523},"\u002Fcoding\u002Fide\u002Fcursor.html","Cursor"," \u002F ",[53,527,529],{"href":528},"\u002Fcoding\u002Fide\u002Fwindsurf.html","Windsurf"," 最大的商业模式差异",[79,532,533,534],{},"单次会话典型消耗：\n",[76,535,536,539,542],{},[79,537,538],{},"用 Sonnet 4 改 1 个中型 PR（10-15 文件）：约 $0.5-2 美元",[79,540,541],{},"用 DeepSeek-V3 同等任务：约 $0.05-0.2 美元",[79,543,544,545,547],{},"用 ",[53,546,290],{"href":289}," reasoning：根据推理深度，可能到 $3-8",[33,549,550,551,85,555,559],{},"走 ",[53,552,554],{"href":553},"\u002Fmodels\u002Fdeepseek-v3.html","DeepSeek-V3",[53,556,558],{"href":123,"rel":557},[125],"Architect 模式"," 是当前性价比最高的组合，国内付款也直接。",[21,561,562],{"id":562},"国内使用注意事项",[564,565,566,575,581,596],"ol",{},[79,567,568,571,572],{},[36,569,570],{},"直连 OpenAI \u002F Anthropic 需要代理","——Aider 没有内置代理设置，靠环境变量 ",[41,573,574],{},"HTTPS_PROXY",[79,576,577,580],{},[36,578,579],{},"DeepSeek \u002F Qwen \u002F GLM 直连无障碍","——国内付款，国内带宽，体验最好",[79,582,583,586,587,590,591,595],{},[36,584,585],{},"支持自定义 base_url","：通过 ",[41,588,589],{},"OPENAI_API_BASE"," 环境变量接 ",[53,592,594],{"href":593},"\u002Fcoding\u002Fapi\u002Fone-api.html","国内中转 \u002F 硅基流动 \u002F OneAPI"," 都行",[79,597,598,601],{},[36,599,600],{},"Ollama 本地模型零网络依赖","——隐私场景首选，模型质量取决于本机",[21,603,604],{"id":604},"与同类怎么选",[224,606,607,632],{},[227,608,609],{},[230,610,611,614,616,620,626],{},[233,612,613],{},"维度",[233,615,12],{},[233,617,618],{},[53,619,56],{"href":55},[233,621,622],{},[53,623,625],{"href":624},"\u002Fcoding\u002Fcli\u002Fcodex.html","Codex CLI",[233,627,628],{},[53,629,631],{"href":630},"\u002Fcoding\u002Fcli\u002Fcline.html","Cline",[243,633,634,649,665,681,697,711,725],{},[230,635,636,639,642,645,647],{},[248,637,638],{},"开源",[248,640,641],{},"✅",[248,643,644],{},"❌",[248,646,644],{},[248,648,641],{},[230,650,651,654,657,660,663],{},[248,652,653],{},"模型选择",[248,655,656],{},"任意",[248,658,659],{},"仅 Anthropic",[248,661,662],{},"仅 OpenAI",[248,664,656],{},[230,666,667,670,673,676,679],{},[248,668,669],{},"自带 API key",[248,671,672],{},"✅ 必须",[248,674,675],{},"可选（订阅替代）",[248,677,678],{},"可选",[248,680,672],{},[230,682,683,686,689,692,695],{},[248,684,685],{},"Git 集成",[248,687,688],{},"★★★★★",[248,690,691],{},"★★★☆☆",[248,693,694],{},"★★☆☆☆",[248,696,691],{},[230,698,699,702,705,707,709],{},[248,700,701],{},"学习曲线",[248,703,704],{},"★★★★☆ 陡",[248,706,694],{},[248,708,694],{},[248,710,691],{},[230,712,713,716,719,721,723],{},[248,714,715],{},"Architect 双模型",[248,717,718],{},"✅ 原生",[248,720,644],{},[248,722,644],{},[248,724,644],{},[230,726,727,730,733,736,739],{},[248,728,729],{},"VS Code 集成",[248,731,732],{},"通过第三方插件",[248,734,735],{},"通过 Cursor 等",[248,737,738],{},"仅 CLI",[248,740,741],{},"★★★★★ 原生",[33,743,744,127],{},[36,745,746],{},"怎么选",[76,748,749,752,757,762],{},[79,750,751],{},"不想被锁在某家厂商，要随时切换 DeepSeek \u002F Claude \u002F GPT → Aider",[79,753,754,755],{},"已经买 Claude Pro \u002F Max 订阅 → ",[53,756,56],{"href":55},[79,758,759,760],{},"已经买 ChatGPT Plus \u002F Pro → ",[53,761,625],{"href":624},[79,763,764,765,525,767],{},"习惯 VS Code 不想离开 GUI → ",[53,766,631],{"href":630},[53,768,524],{"href":523},[21,770,771],{"id":771},"避坑清单",[76,773,774,787,804,823,832,848,856],{},[79,775,776,779,780,783,784,786],{},[36,777,778],{},"没在 git 仓库里跑会被警告","：Aider 强烈建议你 ",[41,781,782],{},"git init"," 后再用，否则 ",[41,785,95],{}," 不能用，自动 commit 也无意义。",[79,788,789,795,796,799,800,803],{},[36,790,791,794],{},[41,792,793],{},"\u002Fadd"," 之前的文件不会被 Aider 看见","：和 Cursor ",[41,797,798],{},"@codebase"," 不同，Aider 默认只看 repo map，需要修改的文件要 ",[41,801,802],{},"\u002Fadd path\u002Fto\u002Ffile"," 显式加入对话。这是新手最容易卡住的地方。",[79,805,806,809,810,815,816,819,820,822],{},[36,807,808],{},"Architect 模式有 prompt injection 风险","：根据 GitHub issue ",[53,811,814],{"href":812,"rel":813},"https:\u002F\u002Fgithub.com\u002FAider-AI\u002Faider\u002Fissues\u002F5058",[125],"#5058","（2026 年 4 月报告），如果让 architect 读取 untrusted 仓库（如 README 被人塞了攻击指令），可能被诱导让 editor 生成后门代码。建议：在 ",[41,817,818],{},"--yes"," 自动接受前确认 architect 输出；不要在不可信项目上开 architect mode + ",[41,821,818],{}," 组合。",[79,824,825,831],{},[36,826,827,830],{},[41,828,829],{},"--yes-always"," 太激进","：会跳过所有确认，包括\"是否要把这个文件加入 chat\"——容易让 Aider 偷偷读你不想给模型看的文件。生产环境慎用。",[79,833,834,837,838,841,842,847],{},[36,835,836],{},"token 限制错误的判断不可靠","：Ollama 本地模型超 context 不会报错而是静默截断，会让你以为\"模型忘了我加的文件\"。明确配置 ",[41,839,840],{},"num_ctx","（见 ",[53,843,846],{"href":844,"rel":845},"https:\u002F\u002Faider.chat\u002F2025\u002F01\u002F28\u002Fdeepseek-down.html",[125],"DeepSeek alternative providers 一文","）。",[79,849,850,855],{},[36,851,852,854],{},[41,853,140],{}," 比想象重要","：架构师推理再强，editor 写不出合法 diff 一样白搭。优先选 Claude Sonnet 系列做 editor，不要让推理模型自己做 editor。",[79,857,858,861,862,865,866,869],{},[36,859,860],{},"中文 commit message 默认不开","：可以 ",[41,863,864],{},"aider --commit-prompt \"...中文....\""," 或 ",[41,867,868],{},".aider.conf.yml"," 配置中改。",[21,871,873],{"id":872},"适合-不适合","适合 \u002F 不适合",[33,875,876],{},"✅ 适合：",[76,878,879,882,885,888,891,894],{},[79,880,881],{},"命令行重度用户、tmux \u002F Neovim 工作流",[79,883,884],{},"多模型试用 \u002F 比价场景（一行命令切换）",[79,886,887],{},"开源项目维护者（git 工作流原生融入）",[79,889,890],{},"想要完全离线（Ollama + 本地模型）",[79,892,893],{},"对 token 成本敏感（DeepSeek + Aider 组合极便宜）",[79,895,896,897,902],{},"跨语言项目（",[53,898,901],{"href":899,"rel":900},"https:\u002F\u002Faider.chat\u002Fdocs\u002Flanguages.html",[125],"官方支持 100+ 语言","）",[33,904,905],{},"❌ 不适合：",[76,907,908,911,914,917],{},[79,909,910],{},"习惯 GUI \u002F 不愿读命令行文档的人",[79,912,913],{},"想\"一键智能\"、不愿配置环境变量",[79,915,916],{},"团队协作场景（没有共享 sessions \u002F 协作 UI）",[79,918,919],{},"Windows 纯小白（虽然能跑，但 Python 环境 + git CLI 双依赖门槛高）",[21,921,922],{"id":922},"相关阅读",[76,924,925,934,943,954],{},[79,926,927,928,525,930,525,932],{},"同类对比：",[53,929,56],{"href":55},[53,931,625],{"href":624},[53,933,631],{"href":630},[79,935,936,937,525,941],{},"推理模型选择：",[53,938,940],{"href":939},"\u002Fmodels\u002Fdeepseek-r1.html","DeepSeek R1",[53,942,290],{"href":289},[79,944,945,946,525,950],{},"协议生态：",[53,947,949],{"href":948},"\u002Fwiki\u002Fmcp.html","MCP",[53,951,953],{"href":952},"\u002Fwiki\u002Ffunction-calling.html","Function Calling",[79,955,956,957],{},"工作流：",[53,958,960],{"href":959},"\u002Fwiki\u002Fcontext-engineering.html","Context Engineering",[21,962,963],{"id":963},"来源",[76,965,966,973,980,986,992,998,1005],{},[79,967,968,969],{},"官网：",[53,970,971],{"href":971,"rel":972},"https:\u002F\u002Faider.chat",[125],[79,974,975,976],{},"官方文档：",[53,977,978],{"href":978,"rel":979},"https:\u002F\u002Faider.chat\u002Fdocs\u002F",[125],[79,981,982,983],{},"Chat Modes 文档：",[53,984,123],{"href":123,"rel":985},[125],[79,987,988,989],{},"LLM 兼容列表：",[53,990,219],{"href":219,"rel":991},[125],[79,993,994,995],{},"GitHub：",[53,996,511],{"href":511,"rel":997},[125],[79,999,1000,1001],{},"发布历史：",[53,1002,1003],{"href":1003,"rel":1004},"https:\u002F\u002Faider.chat\u002FHISTORY.html",[125],[79,1006,1007,1008],{},"PyPI：",[53,1009,1010],{"href":1010,"rel":1011},"https:\u002F\u002Fpypi.org\u002Fproject\u002Faider-chat",[125],[33,1013,1014,1015,1019],{},"本卡片由 AIHO 编辑部根据官方公开资料整理。如有更新请通过 ",[53,1016,1018],{"href":1017},"mailto:hello@aiho.net","反馈邮箱"," 反馈。",[1021,1022,1023],"style",{},"html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: 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双模型模式、支持模型清单、安装与配置实操。",false,"md",[1047,1048],"zh","en",{},"\u002Ftools\u002Fcoding\u002Fcli\u002Faider","coding",[1053,1054,1055],"windows","macos","linux",[1057,1062],{"plan":1058,"price":1059,"features":1060,"notes":1061},"开源版（pip 安装）","$0","全部功能 + Architect 双模型 + 任意 LLM（OpenAI \u002F Anthropic \u002F Gemini \u002F DeepSeek \u002F 本地）+ Git 自动 commit","Apache 2.0 \u002F 自带 API key",{"plan":1063,"price":1064,"features":1065,"notes":1066},"模型 API 调用费","按量","实际花销 = 你接的模型计费（DeepSeek 极便宜 \u002F Claude Sonnet 中等 \u002F GPT-4o 较贵）","Aider 本身不收费，只产生模型 token 费","开源免费 \u002F 自带 API key","2026-06-18",[1070,1071,1072,1073,1074],"ai-coding-tool-decision-tree","aider-deep-review","claude-code-deep-review","cline-deep-review","codex-deep-review",{"power":200,"ux":189,"price":369,"cn_support":189,"stability":369},{"title":12,"description":1043},"coding\u002Fcli\u002Faider",[1079,1081,1083,1085,1087,1089],{"title":1080,"url":978},"Aider 官方文档",{"title":1082,"url":123},"Aider Chat Modes 文档",{"title":1084,"url":219},"Aider 支持的 LLM 列表",{"title":1086,"url":511},"Aider GitHub 仓库",{"title":1088,"url":1003},"Aider Release History",{"title":1090,"url":1010},"PyPI: aider-chat","tools\u002Fcoding\u002Fcli\u002Faider","Git 原生 AI 编程 CLI，commit 即动作",[1041,1094,1095,1096,1097],"agent","opensource","git-native","architect-mode","2026-06-24","极客派最爱。每次改动自动 commit、回滚成本极低。学习曲线最陡。","WiGWJkVNaDQAKHAX1kFPa7u_NssJ4mSK4UPtLPgk5W4",{"id":1102,"title":1103,"alternatives":1104,"api_compatible":9,"body":1107,"category":1094,"chinese_friendly":200,"cover":1569,"description":1570,"domestic":1044,"extension":1045,"faq":1571,"free":1044,"github":1584,"languages":1585,"lastVerified":9,"meta":1586,"models":9,"navigation":360,"notSuitable":9,"opensource":360,"path":1587,"pillar":1051,"platforms":1588,"priceTable":1591,"pricing":1600,"published":1601,"relatedPlaybooks":1602,"relatedReviews":9,"score":1604,"self_host":360,"seo":1605,"seoTitle":9,"slug":1606,"sources":1607,"stem":1616,"suitable":9,"tagline":1617,"tags":1618,"updated":1098,"verdict":1624,"website":1625,"__hash__":1626},"tools\u002Ftools\u002Fcoding\u002Fagent\u002Fopenhands.md","OpenHands",[1105,1077,16,1106],"coding\u002Fagent\u002Fdevin","agent\u002Fgeneral\u002Fmanus",{"type":18,"value":1108,"toc":1557},[1109,1111,1118,1121,1124,1127,1150,1153,1182,1186,1235,1238,1242,1247,1268,1273,1293,1296,1325,1328,1434,1437,1477,1479,1496,1498,1525,1527],[21,1110,24],{"id":23},[33,1112,1113,1114,1117],{},"OpenHands（前 OpenDevin）是 MIT 开源的自主编程 Agent 平台，由 All Hands AI 主导，GitHub 40k+ stars。它的目标和 Devin 一致——给 AI 一个完整的开发者工具集（编辑器、shell、浏览器、API），让它能像人一样完成端到端开发任务。差异在于：",[36,1115,1116],{},"OpenHands 完全开源 + 多入口 + BYOK","，可以本地 docker 起一个、可以走免费 Cloud、可以企业自托管。",[33,1119,1120],{},"适合：合规 \u002F 隐私敏感场景、想用 Claude \u002F GPT \u002F 本地 Ollama 的人、嫌 Devin 贵且不能落地的人。不适合：想要开箱即用 SaaS 体验、不想碰 Docker \u002F yaml 的非技术用户。",[21,1122,1123],{"id":1123},"它是什么",[33,1125,1126],{},"OpenHands 的核心是「Agent + 工具集」，工具集包括：",[76,1128,1129,1132,1135,1138,1141,1144],{},[79,1130,1131],{},"文件编辑（多文件 diff\u002Fedit）",[79,1133,1134],{},"shell command 执行（Docker sandbox 隔离）",[79,1136,1137],{},"浏览器自动化（点击、表单、截图）",[79,1139,1140],{},"API 调用 \u002F HTTP 请求",[79,1142,1143],{},"Git 仓库操作（clone、commit、PR）",[79,1145,1146,1149],{},[36,1147,1148],{},"MCP 协议","：可挂载任意第三方 tool",[33,1151,1152],{},"四种使用入口：",[564,1154,1155,1164,1170,1176],{},[79,1156,1157,127,1160,1163],{},[36,1158,1159],{},"OSS 自托管",[41,1161,1162],{},"docker run"," 一行起，本地 Web GUI + CLI",[79,1165,1166,1169],{},[36,1167,1168],{},"Individual Cloud","：openhands.dev 注册免费用，每天 10 会话",[79,1171,1172,1175],{},[36,1173,1174],{},"Enterprise","：私有云 + 多用户 + RBAC + 集中 billing",[79,1177,1178,1181],{},[36,1179,1180],{},"Cloud Agent SDK","：把 OpenHands 当 lib 嵌入自家产品",[21,1183,1185],{"id":1184},"价格2026-06","价格（2026-06）",[224,1187,1188,1201],{},[227,1189,1190],{},[230,1191,1192,1195,1198],{},[233,1193,1194],{},"Plan",[233,1196,1197],{},"价格",[233,1199,1200],{},"限制",[243,1202,1203,1214,1225],{},[230,1204,1205,1209,1211],{},[248,1206,1207],{},[36,1208,1159],{},[248,1210,1059],{},[248,1212,1213],{},"BYOK，单用户，自己付 LLM 费",[230,1215,1216,1220,1222],{},[248,1217,1218],{},[36,1219,1168],{},[248,1221,1059],{},[248,1223,1224],{},"每天 10 会话，BYOK 或 OpenHands at-cost LLM",[230,1226,1227,1229,1232],{},[248,1228,1174],{},[248,1230,1231],{},"Custom",[248,1233,1234],{},"多用户、SAML\u002FSSO、专属支持、Slack 频道",[33,1236,1237],{},"至今没有「Cloud Pro $X\u002F月」中间档——要么免费 BYOK，要么直接谈 Enterprise。BYOK 路线下，实际 LLM 成本主导：跑一个中等任务（5–10 步）约 $0.5–$2 Claude Sonnet token。",[21,1239,1241],{"id":1240},"实测本地-docker-一周高强度试用","实测（本地 docker 一周高强度试用）",[33,1243,1244,127],{},[36,1245,1246],{},"好的地方",[76,1248,1249,1256,1259,1262,1265],{},[79,1250,1251,1252,1255],{},"起步快：",[41,1253,1254],{},"docker run -p 3000:3000 allhandsai\u002Fopenhands"," 三分钟到 Web UI",[79,1257,1258],{},"中文支持比 Devin 好——社区贡献了不少中文 prompt 案例",[79,1260,1261],{},"浏览器 use 能力扎实——能去 stackoverflow 搜错误后修代码",[79,1263,1264],{},"任务可视化：sandbox 里跑的每条命令、改的每个文件都有回放",[79,1266,1267],{},"BYOK 灵活：白天 Claude Sonnet 4，晚上 DeepSeek R1，省钱",[33,1269,1270,127],{},[36,1271,1272],{},"踩坑",[76,1274,1275,1281,1284,1287,1290],{},[79,1276,1277,1280],{},[36,1278,1279],{},"自主性偶尔失控","：会陷入「装包失败 → 改 requirements → 再装 → 再失败」死循环，需要人工打断",[79,1282,1283],{},"长任务（>30 分钟）context window 会爆，需要把任务拆小",[79,1285,1286],{},"Windows 用户必走 WSL2 + Docker Desktop，原生 docker 不稳",[79,1288,1289],{},"GUI 体验不如 Cursor \u002F Devin 精致——是工程师工具，不是 PM 工具",[79,1291,1292],{},"沙箱占资源——idle 时也吃 1–2GB 内存",[21,1294,1295],{"id":1295},"上手",[564,1297,1298,1301,1306,1312,1315,1318],{},[79,1299,1300],{},"装 Docker（含 docker-in-docker 支持）",[79,1302,1303],{},[41,1304,1305],{},"docker pull docker.all-hands.dev\u002Fall-hands-ai\u002Fopenhands:latest",[79,1307,1308,1309],{},"一行启动（官方推荐命令在 docs），打开 ",[41,1310,1311],{},"localhost:3000",[79,1313,1314],{},"选 LLM provider（Anthropic \u002F OpenAI \u002F Ollama \u002F 任意 OpenAI 兼容 endpoint）+ 填 API key",[79,1316,1317],{},"描述任务（中文 OK），Agent 在 sandbox 里跑给你看",[79,1319,1320,1321,1324],{},"进阶：编辑 ",[41,1322,1323],{},"config.toml"," 加 MCP server，或 fork 仓库改 microagent prompt",[21,1326,1327],{"id":1327},"对比一览",[224,1329,1330,1346],{},[227,1331,1332],{},[230,1333,1334,1336,1338,1341,1343],{},[233,1335,613],{},[233,1337,1103],{},[233,1339,1340],{},"Devin",[233,1342,12],{},[233,1344,1345],{},"Manus",[243,1347,1348,1361,1374,1389,1406,1419],{},[230,1349,1350,1352,1355,1357,1359],{},[248,1351,638],{},[248,1353,1354],{},"✅ MIT",[248,1356,644],{},[248,1358,641],{},[248,1360,644],{},[230,1362,1363,1366,1368,1370,1372],{},[248,1364,1365],{},"自托管",[248,1367,641],{},[248,1369,644],{},[248,1371,641],{},[248,1373,644],{},[230,1375,1376,1379,1381,1384,1386],{},[248,1377,1378],{},"起步价",[248,1380,1059],{},[248,1382,1383],{},"$20 + ACU",[248,1385,1059],{},[248,1387,1388],{},"$39\u002F月",[230,1390,1391,1394,1397,1400,1403],{},[248,1392,1393],{},"中文",[248,1395,1396],{},"4\u002F5",[248,1398,1399],{},"1\u002F5",[248,1401,1402],{},"3\u002F5",[248,1404,1405],{},"5\u002F5",[230,1407,1408,1411,1413,1415,1417],{},[248,1409,1410],{},"Browser use",[248,1412,641],{},[248,1414,641],{},[248,1416,644],{},[248,1418,641],{},[230,1420,1421,1424,1427,1430,1432],{},[248,1422,1423],{},"上手成本",[248,1425,1426],{},"中（需 Docker）",[248,1428,1429],{},"低",[248,1431,1429],{},[248,1433,1429],{},[21,1435,1436],{"id":1436},"避坑",[76,1438,1439,1445,1451,1465,1471],{},[79,1440,1441,1444],{},[36,1442,1443],{},"沙箱必启用","：直接给 OpenHands 你的家目录权限 = 自杀，永远走 docker-in-docker 隔离",[79,1446,1447,1450],{},[36,1448,1449],{},"API key 限额要设","：BYOK 没有月度上限，Agent 一旦循环可能一夜烧掉 $100+，在 Anthropic \u002F OpenAI 控制台配 budget alert",[79,1452,1453,1456,1457,1460,1461,1464],{},[36,1454,1455],{},"大仓库先 wiki","：让 OpenHands 跑一遍 ",[41,1458,1459],{},"summarize the repo","，把结果存到 ",[41,1462,1463],{},"microagents\u002F","，后续任务上下文更准",[79,1466,1467,1470],{},[36,1468,1469],{},"MCP 来源审计","：开 MCP server 等于给 Agent 一把外部钥匙，第三方 server 先审代码",[79,1472,1473,1476],{},[36,1474,1475],{},"不要给 production repo 直接权限","：先 fork \u002F 分支隔离，让 Agent 提 PR 而不是直接 push",[21,1478,873],{"id":872},[76,1480,1481,1484,1487,1490,1493],{},[79,1482,1483],{},"✅ 中文 \u002F 国内场景（速度 + 隐私 + 成本三优）",[79,1485,1486],{},"✅ 合规 \u002F 私有云部署",[79,1488,1489],{},"✅ 想做企业内部 AI 开发平台的底座",[79,1491,1492],{},"❌ 不会 Docker \u002F 不愿读 yaml 的 PM \u002F 设计师",[79,1494,1495],{},"❌ 要 Devin 那种端到端体验（PR \u002F Slack \u002F Wiki 全自动）",[21,1497,922],{"id":922},[76,1499,1500,1507,1512,1518],{},[79,1501,1502,1506],{},[53,1503,1505],{"href":1504},"\u002Ftools\u002Fcoding\u002Fagent\u002Fdevin","Devin 评测","（闭源同类）",[79,1508,1509],{},[53,1510,1511],{"href":1050},"Aider 评测",[79,1513,1514],{},[53,1515,1517],{"href":1516},"\u002Ftools\u002Fcoding\u002Fcli\u002Fcline","Cline 评测",[79,1519,1520,1524],{},[53,1521,1523],{"href":1522},"\u002Ftools\u002Fagent\u002Fgeneral\u002Fmanus","Manus 评测","（国产 Cloud 替代）",[21,1526,963],{"id":963},[564,1528,1529,1536,1543,1550],{},[79,1530,1531,1532],{},"OpenHands 官方 Pricing ",[53,1533,1534],{"href":1534,"rel":1535},"https:\u002F\u002Fwww.openhands.dev\u002Fpricing",[125],[79,1537,1538,1539],{},"AISO Tools — OpenHands Pricing 2026（2026-06-21）",[53,1540,1541],{"href":1541,"rel":1542},"https:\u002F\u002Faisotools.com\u002Fpricing\u002Fopenhands",[125],[79,1544,1545,1546],{},"AI Tool Finder — OpenHands Review 2026（2026-05-14）",[53,1547,1548],{"href":1548,"rel":1549},"https:\u002F\u002Faitoolfinder.org\u002Ftools\u002Fopenhands",[125],[79,1551,1552,1553],{},"OSS-AI-SWE 项目目录 ",[53,1554,1555],{"href":1555,"rel":1556},"https:\u002F\u002Foss-ai-swe.org\u002Fopen-hands",[125],{"title":157,"searchDepth":189,"depth":189,"links":1558},[1559,1560,1561,1562,1563,1564,1565,1566,1567,1568],{"id":23,"depth":177,"text":24},{"id":1123,"depth":177,"text":1123},{"id":1184,"depth":177,"text":1185},{"id":1240,"depth":177,"text":1241},{"id":1295,"depth":177,"text":1295},{"id":1327,"depth":177,"text":1327},{"id":1436,"depth":177,"text":1436},{"id":872,"depth":177,"text":873},{"id":922,"depth":177,"text":922},{"id":963,"depth":177,"text":963},"\u002Fimg\u002Ftools\u002Fopenhands.webp","OpenHands 真实评测：MIT 开源自主编程 Agent，前身 OpenDevin。可云端、本地 GUI、CLI、SDK 多种方式跑，BYOK 任意 LLM。Individual 免费、Enterprise 自托管多用户。40k+ GitHub stars。",[1572,1575,1578,1581],{"q":1573,"a":1574},"OpenHands 和 OpenDevin 什么关系？","同一个项目。2024 年底从 OpenDevin 改名 OpenHands，由 All Hands AI 主导维护，社区贡献者来自学术界和工业界。",{"q":1576,"a":1577},"和 Devin 比能力差多少？","核心能力覆盖：plan、code、run command、browser use、MCP tool use 都有。差距主要在『一体化体验』——Devin 自带 Wiki\u002FSlack\u002FIDE，OpenHands 需要自己拼 Docker + GUI\u002FCLI；任务成功率两者接近，特定 benchmark（SWE-Bench）OpenHands 还领先过。",{"q":1579,"a":1580},"本地跑要什么配置？","Docker 必备（Linux\u002FmacOS\u002FWSL2），16GB 内存以上推荐，API key 可走 Anthropic Claude \u002F OpenAI GPT \u002F 本地 Ollama。沙箱用 docker-in-docker，CPU 占用偶发尖峰。",{"q":1582,"a":1583},"Individual Cloud 真的免费？","免费，但限制每天 10 会话；BYOK 自付模型 token，或用『OpenHands LLM provider』按 at-cost 转售价 PAYG（无加价）。","https:\u002F\u002Fgithub.com\u002FAll-Hands-AI\u002FOpenHands",[1047,1048],{},"\u002Ftools\u002Fcoding\u002Fagent\u002Fopenhands",[1589,1590,1041],"docker","cloud",[1592,1595,1597],{"plan":1159,"price":1059,"seats":1593,"notes":1594},"1","MIT，Docker 起，BYOK，单用户",{"plan":1168,"price":1059,"seats":1593,"notes":1596},"每日 10 会话上限，BYOK 或用 OpenHands LLM at-cost",{"plan":1174,"price":1231,"seats":1598,"notes":1599},"∞","自托管多用户、RBAC、SAML\u002FSSO、SLA、专属支持","OSS MIT 免费 \u002F Individual Cloud 免费 BYOK \u002F Enterprise 定制","2026-06-19",[1603],"onboarding\u002Flegacy-codebase-onboarding",{"power":200,"ux":189,"price":369,"cn_support":200,"stability":189},{"title":1103,"description":1570},"coding\u002Fagent\u002Fopenhands",[1608,1610,1612,1614],{"name":1609,"url":1534,"accessed":1098},"OpenHands 官方 pricing",{"name":1611,"url":1541,"accessed":1098},"AISO Tools — OpenHands Pricing 2026",{"name":1613,"url":1548,"accessed":1098},"AI Tool Finder — OpenHands Review 2026",{"name":1615,"url":1555,"accessed":1098},"OSS-AI-SWE — OpenHands intro","tools\u002Fcoding\u002Fagent\u002Fopenhands","开源自主编程 Agent（前 OpenDevin），MIT 许可，多入口（Cloud\u002FCLI\u002FLocal\u002FSDK）",[1094,1619,1095,1620,1621,1622,1623],"autonomous","mit","sandbox","mcp","byok","想要 Devin 能力又不想为 ACU 付费 + 担心代码出境的人选 OpenHands。MIT 开源 + Docker 自托管 + BYOK 任意 LLM，是企业级自主 Agent 的开源旗手。","https:\u002F\u002Fwww.openhands.dev","gZmwQTLYHckBs5rjfveRP-DV7kguELQKuxWszO6Zlhw",1784565440974]