[{"data":1,"prerenderedAt":1585},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"compare-devin-vs-manus":9,"compare-a-devin":10,"compare-b-manus":601},{"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":532,"chinese_friendly":522,"cover":533,"description":534,"domestic":535,"extension":536,"faq":537,"free":535,"github":9,"languages":550,"lastVerified":9,"meta":552,"models":9,"navigation":553,"notSuitable":9,"opensource":535,"path":554,"pillar":555,"platforms":556,"priceTable":559,"pricing":571,"published":572,"relatedPlaybooks":573,"relatedReviews":575,"score":577,"self_host":535,"seo":580,"seoTitle":9,"slug":581,"sources":582,"stem":592,"suitable":9,"tagline":593,"tags":594,"updated":585,"verdict":598,"website":599,"__hash__":600},"tools\u002Ftools\u002Fcoding\u002Fagent\u002Fdevin.md","Devin",[14,15,16],"coding\u002Fagent\u002Fopenhands","agent\u002Fgeneral\u002Fmanus","coding\u002Fcli\u002Fclaude-code",{"type":18,"value":19,"toc":517},"minimark",[20,25,29,32,35,38,66,69,73,78,158,163,223,226,229,235,250,255,272,275,292,295,400,403,435,439,456,459,483,486],[21,22,24],"h2",{"id":23},"tldr","TL;DR",[26,27,28],"p",{},"Devin 是 Cognition Labs 推出的「自主 AI 软件工程师」。2024-03 首发时 $500\u002F月 + 引爆全网，2025-04 Devin 2.0 把入门价砍到 $20\u002F月（按 ACU 计费），2026 年又通过收购 Windsurf 扩张到桌面端。它的核心定位不是 copilot，而是「异步 agent」——把任务扔进去，它在云沙箱里独立 plan → code → test → PR，你第二天来看结果。",[26,30,31],{},"适合：有明确边界的工程任务（重构、bug fix、新 feature），不需要全程盯着的团队。不适合：交互式探索、紧急 hotfix、中文项目、超预算敏感的个人。",[21,33,34],{"id":34},"它是什么",[26,36,37],{},"Devin 不在你电脑上跑——它有自己的云端 IDE + shell + 浏览器，等于一台 7×24 在线的远程开发机。给它一个 issue（GitHub \u002F Linear \u002F Slack 都行），它会：",[39,40,41,50,57,60,63],"ol",{},[42,43,44,45,49],"li",{},"进 sandbox、",[46,47,48],"code",{},"git clone"," 仓库、看 README、构建 Devin Wiki",[42,51,52,56],{},[53,54,55],"strong",{},"Interactive Planning","：跟你确认实现方案",[42,58,59],{},"写代码、跑测试、调浏览器看结果",[42,61,62],{},"失败自己排查、改、再试（带 citations 引用代码行）",[42,64,65],{},"提 PR、回 Slack「搞定」",[26,67,68],{},"主打 Cloud + Async + 多并发：Core 最多 10 个 Devin 同时跑不同任务，Team 起无限并发。",[21,70,72],{"id":71},"价格2026-06-综合官方-第三方追踪","价格（2026-06 综合官方 + 第三方追踪）",[26,74,75],{},[53,76,77],{},"Cloud Devin（按 ACU 计费）",[79,80,81,103],"table",{},[82,83,84],"thead",{},[85,86,87,91,94,97,100],"tr",{},[88,89,90],"th",{},"Plan",[88,92,93],{},"月费",[88,95,96],{},"ACU 价",[88,98,99],{},"并发",[88,101,102],{},"关键能力",[104,105,106,126,143],"tbody",{},[85,107,108,114,117,120,123],{},[109,110,111],"td",{},[53,112,113],{},"Core",[109,115,116],{},"$20 起步（PAYG）",[109,118,119],{},"$2.25\u002FACU",[109,121,122],{},"10",[109,124,125],{},"Devin IDE、Ask Devin、Wiki",[85,127,128,131,134,137,140],{},[109,129,130],{},"Team",[109,132,133],{},"$500 含 250 ACU",[109,135,136],{},"$2\u002FACU（含内）",[109,138,139],{},"∞",[109,141,142],{},"API、专属 Slack 频道、early access",[85,144,145,148,151,153,155],{},[109,146,147],{},"Enterprise",[109,149,150],{},"Custom",[109,152,150],{},[109,154,139],{},[109,156,157],{},"VPC、SSO、Custom Devins",[26,159,160],{},[53,161,162],{},"Devin Desktop（2026-06 Windsurf 改名后）",[79,164,165,177],{},[82,166,167],{},[85,168,169,171,174],{},[88,170,90],{},[88,172,173],{},"价格",[88,175,176],{},"适用",[104,178,179,190,201,212],{},[85,180,181,184,187],{},[109,182,183],{},"Free",[109,185,186],{},"$0",[109,188,189],{},"轻量配额",[85,191,192,195,198],{},[109,193,194],{},"Pro",[109,196,197],{},"$20\u002F月",[109,199,200],{},"个人开发者",[85,202,203,206,209],{},[109,204,205],{},"Max",[109,207,208],{},"$200\u002F月",[109,210,211],{},"重度用户",[85,213,214,217,220],{},[109,215,216],{},"Teams",[109,218,219],{},"$80\u002F月 + $40\u002F席",[109,221,222],{},"团队",[26,224,225],{},"ACU 经济账：1 ACU = 15 分钟 Devin 主动工作。一个中等任务（小 feature\u002F简单 bug）约消耗 0.5–1.5 ACU ≈ $1.13–$3.38。一个复杂 task（跨文件重构 + 测试）2–4 ACU ≈ $5–$10。",[21,227,228],{"id":228},"实测",[26,230,231,234],{},[53,232,233],{},"好的地方","：",[236,237,238,241,244,247],"ul",{},[42,239,240],{},"单次任务交付质量稳定——比早期 demo 时代靠谱多了",[42,242,243],{},"Devin Wiki 自动生成的代码库地图很有用",[42,245,246],{},"多并发：开 5 个 Devin 同时干 5 个独立 bug，效率拉满",[42,248,249],{},"Interactive Planning 让你能纠偏，不会写到一半发现方向错",[26,251,252,234],{},[53,253,254],{},"踩坑",[236,256,257,260,263,266,269],{},[42,258,259],{},"ACU 烧得快——一次 Devin 跑歪 + 自我修复循环可能 2-3 ACU 没了",[42,261,262],{},"中文几乎不能用——Cognition 没做本地化，prompt 中文也回英文",[42,264,265],{},"国内开发者用：网络 + 价格 + 中文三重劝退，建议看 OpenHands \u002F Manus",[42,267,268],{},"复杂上下文（10w 行老代码）依然容易迷失，需要人辅助拆任务",[42,270,271],{},"Free trial 没有，最低要先付 $20 才能试",[21,273,274],{"id":274},"上手",[39,276,277,280,283,286,289],{},[42,278,279],{},"devin.ai 注册（GitHub OAuth），充值 $20 拿到 9 ACU",[42,281,282],{},"连接 GitHub repo + 选触发方式（Linear\u002FSlack\u002FWeb）",[42,284,285],{},"给一个 issue + 验收标准（越具体越省 ACU）",[42,287,288],{},"Interactive Planning：审一遍方案",[42,290,291],{},"Devin 自动跑、PR 自动开、等 review",[21,293,294],{"id":294},"对比一览",[79,296,297,315],{},[82,298,299],{},[85,300,301,304,306,309,312],{},[88,302,303],{},"维度",[88,305,12],{},[88,307,308],{},"OpenHands",[88,310,311],{},"Manus",[88,313,314],{},"Claude Code",[104,316,317,334,351,367,384],{},[85,318,319,322,325,328,331],{},[109,320,321],{},"模式",[109,323,324],{},"异步 Cloud Agent",[109,326,327],{},"自托管 \u002F Cloud",[109,329,330],{},"异步 Cloud",[109,332,333],{},"同步 CLI",[85,335,336,339,342,345,348],{},[109,337,338],{},"起步价",[109,340,341],{},"$20 + ACU",[109,343,344],{},"免费（开源）",[109,346,347],{},"$39\u002F月",[109,349,350],{},"Pro $20\u002F月",[85,352,353,355,358,361,364],{},[109,354,99],{},[109,356,357],{},"10–∞",[109,359,360],{},"自托管无限",[109,362,363],{},"5+",[109,365,366],{},"1",[85,368,369,372,375,378,381],{},[109,370,371],{},"中文",[109,373,374],{},"弱",[109,376,377],{},"强（社区维护）",[109,379,380],{},"强（国产）",[109,382,383],{},"中",[85,385,386,389,392,395,397],{},[109,387,388],{},"沙箱",[109,390,391],{},"内置云端",[109,393,394],{},"Docker \u002F Cloud",[109,396,391],{},[109,398,399],{},"本地",[21,401,402],{"id":402},"避坑",[236,404,405,411,417,423,429],{},[42,406,407,410],{},[53,408,409],{},"不要不写验收标准就丢任务","：Devin 会尽职跑，但跑到哪里算「完成」很主观，写明「跑通这个测试」「PR 必须含 changelog」",[42,412,413,416],{},[53,414,415],{},"新项目 \u002F 老项目都要先 Wiki","：让它先生成 Devin Wiki，后续任务上下文准很多",[42,418,419,422],{},[53,420,421],{},"ACU 监控要开","：仪表盘里设单任务 ACU 上限，避免 runaway",[42,424,425,428],{},[53,426,427],{},"PR 必须 review","：Devin 偶尔会引入安全问题（hardcode key、删测试）",[42,430,431,434],{},[53,432,433],{},"国内团队三思","：网络、定价、语言成本叠加后，单位产出 ROI 不一定胜过 Cursor + Claude",[21,436,438],{"id":437},"适合-不适合","适合 \u002F 不适合",[236,440,441,444,447,450,453],{},[42,442,443],{},"✅ 海外团队、英文项目、批量化的中小 task",[42,445,446],{},"✅ 想做「夜跑 agent」流水线的工程团队",[42,448,449],{},"❌ 中文项目、国内个人开发者",[42,451,452],{},"❌ 预算敏感（同样钱可以买 4 个 Cursor 席位）",[42,454,455],{},"❌ 需要实时协作 \u002F 紧急 hotfix",[21,457,458],{"id":458},"相关阅读",[236,460,461,469,476],{},[42,462,463,468],{},[464,465,467],"a",{"href":466},"\u002Ftools\u002Fcoding\u002Fagent\u002Fopenhands","OpenHands 评测","（Devin 的开源平替）",[42,470,471,475],{},[464,472,474],{"href":473},"\u002Ftools\u002Fagent\u002Fgeneral\u002Fmanus","Manus 评测","（国产 cloud agent）",[42,477,478,482],{},[464,479,481],{"href":480},"\u002Ftools\u002Fcoding\u002Fcli\u002Fclaude-code","Claude Code 评测","（同步替代方案）",[21,484,485],{"id":485},"来源",[39,487,488,496,503,510],{},[42,489,490,491],{},"SiliconAngle — Devin 2.0 with lower starting price（2025-04-03）",[464,492,493],{"href":493,"rel":494},"https:\u002F\u002Fsiliconangle.com\u002F2025\u002F04\u002F03\u002Fcognition-ai-launches-revamped-coding-assistant-devin-2-0-much-lower-starting-price",[495],"nofollow",[42,497,498,499],{},"CostBench — Devin AI Pricing 2026（2026-05-04）",[464,500,501],{"href":501,"rel":502},"https:\u002F\u002Fcostbench.com\u002Fsoftware\u002Fai-coding-assistants\u002Fdevin-ai\u002F",[495],[42,504,505,506],{},"eesel — Cognition AI Pricing Explained ",[464,507,508],{"href":508,"rel":509},"https:\u002F\u002Fwww.eesel.ai\u002Fblog\u002Fcognition-ai-pricing",[495],[42,511,512,513],{},"Vibe Coding — Devin Review 2026 \u002F Windsurf rebrand ",[464,514,515],{"href":515,"rel":516},"https:\u002F\u002Fvibecoding.app\u002Fblog\u002Fdevin-review",[495],{"title":518,"searchDepth":519,"depth":519,"links":520},"",3,[521,523,524,525,526,527,528,529,530,531],{"id":23,"depth":522,"text":24},2,{"id":34,"depth":522,"text":34},{"id":71,"depth":522,"text":72},{"id":228,"depth":522,"text":228},{"id":274,"depth":522,"text":274},{"id":294,"depth":522,"text":294},{"id":402,"depth":522,"text":402},{"id":437,"depth":522,"text":438},{"id":458,"depth":522,"text":458},{"id":485,"depth":522,"text":485},"agent","\u002Fimg\u002Ftools\u002Fdevin.webp","Devin 真实评测：Cognition Labs 的自主编程 Agent。Core $20\u002F月 + $2.25\u002FACU（1 ACU ≈ 15 分钟），Team $500\u002F月含 250 ACUs。2026 收购 Windsurf 后产品线扩张到 Desktop Free\u002FPro\u002FMax。",false,"md",[538,541,544,547],{"q":539,"a":540},"1 ACU 等于多少？","1 ACU ≈ Devin 主动工作 15 分钟。Core 单价 $2.25\u002FACU，Team 单价 $2\u002FACU。换算下来 Devin 主动小时成本约 $8–$9，确实接近 Upwork 入门级海外开发者，但能 7×24 工作。",{"q":542,"a":543},"Devin 和 Cursor \u002F Claude Code 区别？","Cursor \u002F Claude Code 是『陪你写』的 copilot，Devin 是『代你写』的 async agent——你给任务、它在云沙箱里独立完成、返回 PR。前者实时同步，后者异步交付。",{"q":545,"a":546},"2026 年 Devin \u002F Windsurf 关系？","Cognition 收购了 Windsurf 资产（前 Codeium），2026-06 后 Devin Desktop 取代 Windsurf IDE，新增 Free \u002F Pro $20\u002FMax $200 桌面端订阅，Cloud 版（Core\u002FTeam\u002FEnterprise）保留 ACU 计费。",{"q":548,"a":549},"Devin 能跑国内项目吗？","技术上可以——它在云沙箱跑 Linux 命令、git、浏览器。但默认走美国节点，访问国内 git\u002Fnpm 镜像慢，且不支持中文 prompt（会回英文）。国内团队建议看 OpenHands 自托管或 Manus。",[551],"en",{},true,"\u002Ftools\u002Fcoding\u002Fagent\u002Fdevin","coding",[557,558],"cloud","desktop",[560,564,568],{"plan":561,"price":562,"seats":366,"notes":563},"Core (PAYG)","$20\u002F月起","Pay-as-you-go，$2.25\u002FACU，最多 10 并发会话",{"plan":130,"price":565,"seats":566,"notes":567},"$500\u002F月","≥1","含 250 ACUs（$2\u002FACU 实际单价）、无限并发、Slack 专属频道",{"plan":147,"price":150,"seats":569,"notes":570},"—","VPC 部署、SAML\u002FOIDC SSO、Custom Devins","Core $20·月 起按 ACU \u002F Team $500·月含 250 ACU \u002F Enterprise 定制","2026-06-19",[574],"review\u002Fai-pr-review-pipeline",[576],"augment-deep-review",{"power":578,"ux":579,"price":522,"cn_support":522,"stability":579},5,4,{"title":12,"description":534},"coding\u002Fagent\u002Fdevin",[583,586,588,590],{"name":584,"url":493,"accessed":585},"SiliconAngle — Devin 2.0 launch","2026-06-24",{"name":587,"url":501,"accessed":585},"CostBench — Devin AI Pricing 2026",{"name":589,"url":508,"accessed":585},"eesel — Cognition AI Pricing",{"name":591,"url":515,"accessed":585},"Vibe Coding — Devin Review 2026 (Windsurf rebrand)","tools\u002Fcoding\u002Fagent\u002Fdevin","Cognition 出品的自主 AI 软件工程师，ACU 计费，2026 已并入 Windsurf 阵营",[532,595,557,596,597],"autonomous","ACU","async","AI 自主编程的开山旗手，2026 价格从 $500 起跳降到 $20 起步。ACU 计费让成本可预算化，但单 ACU $2.25 仍是同类最贵，适合『把任务扔进去、明天看 PR』的异步开发模式。","https:\u002F\u002Fdevin.ai","iFlh78u6Qdg5_hat5bciyiX8Us01wvkcdNvcpTCQy04",{"id":602,"title":311,"alternatives":603,"api_compatible":606,"body":607,"category":1507,"chinese_friendly":579,"cover":1508,"description":1509,"domestic":535,"extension":536,"faq":9,"free":535,"github":9,"languages":1510,"lastVerified":9,"meta":1512,"models":1513,"navigation":553,"notSuitable":1518,"opensource":535,"path":473,"pillar":532,"platforms":1523,"priceTable":1528,"pricing":1543,"published":1544,"relatedPlaybooks":1545,"relatedReviews":1547,"score":1551,"self_host":535,"seo":1552,"seoTitle":9,"slug":15,"sources":1553,"stem":1569,"suitable":1570,"tagline":1576,"tags":1577,"updated":585,"verdict":1583,"website":993,"__hash__":1584},"tools\u002Ftools\u002Fagent\u002Fgeneral\u002Fmanus.md",[604,581,605],"agent\u002Fgeneral\u002Fgenspark","agent\u002Fplatform\u002Fdify",[],{"type":18,"value":608,"toc":1487},[609,611,649,655,658,722,725,730,738,743,750,754,762,828,833,837,844,848,856,861,878,881,884,887,894,897,903,959,965,971,976,982,986,1030,1033,1073,1076,1246,1251,1268,1273,1293,1296,1362,1364,1367,1384,1387,1408,1410,1460,1462,1479],[21,610,24],{"id":23},[612,613,618,634],"div",{"className":614},[615,616,617],"card","p-5","my-4",[26,619,620,623,624,627,628,633],{},[53,621,622],{},"一句话："," Butterfly Effect（中国创办、新加坡注册）2025-03-06 首发的通用 AI Agent，",[53,625,626],{},"邀请码一度被炒到 ¥5 万-10 万","（",[464,629,632],{"href":630,"rel":631},"https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FManus_%28AI_agent%29",[495],"据维基百科引用 China Daily 报道","）。多 sub-agent 并行架构——浏览、数据分析、代码执行、写作各自专门子 agent，主 orchestrator 自动路由到 Claude \u002F Qwen \u002F 自研模型，结果合成交付。",[26,635,636,637,627,640,644,645,648],{},"2025-12 传被 ",[53,638,639],{},"Meta 以约 20-30 亿美元收购",[464,641,643],{"href":630,"rel":642},[495],"Reuters \u002F AP 报道","），目前仍独立运营。最大价值是 ",[53,646,647],{},"deep research 类任务的引用密度和质量明显超过 ChatGPT Deep Research","。",[650,651,652],"blockquote",{},[26,653,654],{},"来源说明：本文基于 manus.im 官方页面、Wikipedia \"Manus (AI agent)\" 条目、第三方评测（Pick Right \u002F HyzenPro \u002F Info-Tech Research Group \u002F 36Kr \u002F 世界经济论坛企业页）综合整理。Meta 收购案细节、产品路线图仍在变化中，请以最新官方公告为准。",[21,656,657],{"id":657},"背景与公司",[236,659,660,671,677,683,689,700,710,716],{},[42,661,662,665,666,670],{},[53,663,664],{},"公司","：Butterfly Effect Pte. Ltd.（",[464,667,669],{"href":630,"rel":668},[495],"蝴蝶效应","），创始人 Xiao Hong（季逸超 Ji Yichao 为 Manus 联合创始人 + 首席科学家）",[42,672,673,676],{},[53,674,675],{},"公司位置","：办公室在北京 + 武汉 + 新加坡，目标市场北美 \u002F 日本 \u002F 韩国（不主打中国大陆）",[42,678,679,682],{},[53,680,681],{},"前作","：Monica，2023 年发布的浏览器扩展 AI 助手",[42,684,685,688],{},[53,686,687],{},"历史融资","：2024 年字节跳动曾出价 ~3000 万美元收购被拒（据 36Kr）",[42,690,691,694,695,699],{},[53,692,693],{},"Manus 启动","：2024-10 立项，灵感来自 ",[464,696,698],{"href":697},"\u002Fcoding\u002Fide\u002Fcursor.html","Cursor","；名字来自 MIT 拉丁校训 \"Mens et Manus\"（手与脑）",[42,701,702,705,706],{},[53,703,704],{},"首发数据","：2025-03-06 邀请制 beta，7 天内 200 万人候补，",[464,707,709],{"href":630,"rel":708},[495],"Demo 视频 20 小时百万播放",[42,711,712,715],{},[53,713,714],{},"营收","：2025-08 ARR 约 9000 万美元 → 2025-12 升至 1.25 亿美元",[42,717,718,721],{},[53,719,720],{},"Meta 收购","：2025-12-29 宣布，估值 20-30 亿美元，目前仍独立运营，但中国大陆已被屏蔽访问 + 关闭中文社交账号",[21,723,724],{"id":724},"核心特性",[726,727,729],"h3",{"id":728},"多-sub-agent-并行架构最大差异化","多 sub-agent 并行架构（最大差异化）",[26,731,732,737],{},[464,733,736],{"href":734,"rel":735},"https:\u002F\u002Fpick-right.com\u002Ftools\u002Fmanus-ai",[495],"Pick Right 2026-04 评测"," 描述的架构：",[650,739,740],{},[26,741,742],{},"\"Where most general-purpose AI products use one model end-to-end, Manus runs multiple specialized sub-agents in parallel: one handles web browsing, one handles data analysis, one handles code execution, one handles synthesis and writing.\"",[26,744,745,746,749],{},"主 orchestrator 给每一步选最合适的模型（Claude \u002F Qwen \u002F 自研），结果合成。这是 Manus 研究输出 ",[53,747,748],{},"引用密度更高、幻觉更少","的工程根源——分工 + 并行让每个 sub-agent 只做自己最擅长的部分。",[726,751,753],{"id":752},"通用-agent-模式","通用 Agent 模式",[26,755,756,761],{},[464,757,760],{"href":758,"rel":759},"https:\u002F\u002Fwww.infotech.com\u002Fresearch\u002Fassessing-manus-the-future-of-agentic-ai",[495],"Info-Tech 评测"," 列出的 GAIA 基准（General AI Assistants）：",[79,763,764,774],{},[82,765,766],{},[85,767,768,771],{},[88,769,770],{},"模型",[88,772,773],{},"GAIA 准确率",[104,775,776,788,796,804,812,820],{},[85,777,778,783],{},[109,779,780],{},[53,781,782],{},"Manus AI",[109,784,785],{},[53,786,787],{},">65%（SOTA）",[85,789,790,793],{},[109,791,792],{},"H2O.ai (h2oGPTe)",[109,794,795],{},"65%",[85,797,798,801],{},[109,799,800],{},"Google Langfun",[109,802,803],{},"49%",[85,805,806,809],{},[109,807,808],{},"Microsoft o1",[109,810,811],{},"38%",[85,813,814,817],{},[109,815,816],{},"OpenAI GPT-4o",[109,818,819],{},"32%",[85,821,822,825],{},[109,823,824],{},"OpenAI GPT-4 + Plugins",[109,826,827],{},"15-30%",[650,829,830],{},[26,831,832],{},"注：基准数据需第三方验证；Manus 官方公布数据，请审慎参考。",[726,834,836],{"id":835},"后台执行-长任务","后台执行 + 长任务",[26,838,839,840,843],{},"最特别的体验：任务下达后",[53,841,842],{},"可以关掉浏览器","，Manus 在云端继续跑（小时级），完成时通知。这种\"开着任务下班\"的模式是它 viral 的关键。",[726,845,847],{"id":846},"web-app-builder","Web App Builder",[26,849,850,851,855],{},"直接生成完整网站和应用，内置数据库 + Stripe 支付 + SEO。但 ",[464,852,854],{"href":734,"rel":853},[495],"Pick Right 评测"," 直白警告：",[650,857,858],{},[26,859,860],{},"\"Promising but buggy enough that I wouldn't ship to production from it yet.\"",[26,862,863,864,868,869,868,873,877],{},"复杂场景下出 bug 多，目前不建议生产部署，",[464,865,867],{"href":866},"\u002Fcoding\u002Fbuilder\u002Fbolt-new.html","Bolt.new"," \u002F ",[464,870,872],{"href":871},"\u002Fcoding\u002Fbuilder\u002Flovable.html","Lovable",[464,874,876],{"href":875},"\u002Fcoding\u002Fbuilder\u002Fv0.html","v0"," 仍是 production app building 的更稳选项。",[726,879,880],{"id":880},"桌面应用",[26,882,883],{},"提供 desktop app，能读本地文件 + 集成你的机器，不仅限于浏览器内任务。",[726,885,886],{"id":886},"多模型路由",[26,888,889,890,893],{},"Claude \u002F Qwen \u002F Manus 自研模型，",[53,891,892],{},"按任务步骤自动选","——这是 Manus 跟单一模型 agent 的根本差异。",[21,895,896],{"id":896},"价格与运行成本",[26,898,899,902],{},[464,900,854],{"href":734,"rel":901},[495]," 公开档位：",[79,904,905,917],{},[82,906,907],{},[85,908,909,912,914],{},[88,910,911],{},"档位",[88,913,173],{},[88,915,916],{},"关键点",[104,918,919,928,937,948],{},[85,920,921,923,925],{},[109,922,183],{},[109,924,186],{},[109,926,927],{},"每日有限 credits，够 1 个高强度任务\u002F天",[85,929,930,932,934],{},[109,931,194],{},[109,933,197],{},[109,935,936],{},"大多数付费用户落点；中等 credit + 多模型",[85,938,939,942,945],{},[109,940,941],{},"Plus",[109,943,944],{},"$50\u002F月",[109,946,947],{},"更高 credit + 优先队列，10+ 任务\u002F周",[85,949,950,953,956],{},[109,951,952],{},"Pro+ \u002F Team",[109,954,955],{},"最高 $200\u002F月",[109,957,958],{},"最大 credit + 团队空间（功能仍有限）",[26,960,961,964],{},[53,962,963],{},"credit 经济学","：每个动作消耗 credits（浏览、代码运行、模型调用都计费）。",[26,966,967,234],{},[464,968,970],{"href":734,"rel":969},[495],"Pick Right 真实使用反馈",[650,972,973],{},[26,974,975],{},"\"Credits run out faster than the pricing page suggests. Heavy users routinely buy credit packs on top of subscriptions.\"",[26,977,978,981],{},[53,979,980],{},"预算建议","：先用 Free 跑 3-5 个真实任务评估消耗速度，再决定档位。",[21,983,985],{"id":984},"上手-5-分钟","上手 5 分钟",[39,987,988,996,999,1015,1018,1024,1027],{},[42,989,990,991],{},"打开 ",[464,992,995],{"href":993,"rel":994},"https:\u002F\u002Fmanus.im",[495],"manus.im",[42,997,998],{},"账号注册（Google \u002F Apple OAuth 最快，国内手机号注册受限）",[42,1000,1001,1002,1005,1006],{},"给一个完整任务描述（",[53,1003,1004],{},"关键","：不要碎片化指令，给全场景）\n",[1007,1008,1013],"pre",{"className":1009,"code":1011,"language":1012},[1010],"language-text","\"调研欧洲前 10 大 EV 充电网络（覆盖率、价格、可靠性、充电速度），\n产出带引用的 Markdown 对比表\"\n","text",[46,1014,1011],{"__ignoreMap":518},[42,1016,1017],{},"选模型路由（Auto 推荐）",[42,1019,1020,1021,1023],{},"提交后",[53,1022,842],{},"——任务在云端跑",[42,1025,1026],{},"完成后邮件 \u002F 站内通知",[42,1028,1029],{},"看结果 \u002F 下载交付物（Markdown \u002F Excel \u002F Word \u002F 网页）",[21,1031,1032],{"id":1032},"国内使用注意事项",[39,1034,1035,1045,1051,1057],{},[42,1036,1037,234,1040,1044],{},[53,1038,1039],{},"大陆访问被屏蔽",[464,1041,1043],{"href":630,"rel":1042},[495],"Wikipedia 引用 36Kr 报道","，Butterfly Effect 已关闭中文社交账号、阻断中国大陆访问，原 Alibaba Qwen 合作版\"中文版 Manus\"已搁置",[42,1046,1047,1050],{},[53,1048,1049],{},"访问需稳定代理","：日韩 \u002F 美国节点",[42,1052,1053,1056],{},[53,1054,1055],{},"账号 \u002F 支付","：海外信用卡（Visa \u002F MasterCard），第三方代付方案有限",[42,1058,1059,1062,1063,1067,1068,1072],{},[53,1060,1061],{},"替代路径","：国内可考虑 ",[464,1064,1066],{"href":1065},"\u002Fagent\u002Fgeneral\u002Fgenspark.html","Genspark"," \u002F Devv \u002F ",[464,1069,1071],{"href":1070},"\u002Fagent\u002Fgeneral\u002Fflowith.html","元宝 Yuanbao"," \u002F 秘塔 Metaso 等",[21,1074,1075],{"id":1075},"与同类怎么选",[79,1077,1078,1101],{},[82,1079,1080],{},[85,1081,1082,1084,1086,1091,1095,1098],{},[88,1083,303],{},[88,1085,311],{},[88,1087,1088],{},[464,1089,12],{"href":1090},"\u002Fcoding\u002Fagent\u002Fdevin.html",[88,1092,1093],{},[464,1094,1066],{"href":1065},[88,1096,1097],{},"ChatGPT Deep Research",[88,1099,1100],{},"GenAgent",[104,1102,1103,1123,1142,1161,1176,1193,1209,1226],{},[85,1104,1105,1108,1111,1114,1117,1120],{},[109,1106,1107],{},"核心定位",[109,1109,1110],{},"通用 Agent",[109,1112,1113],{},"AI 程序员",[109,1115,1116],{},"AI 搜索 + Agent",[109,1118,1119],{},"LLM Deep Research",[109,1121,1122],{},"通用",[85,1124,1125,1128,1131,1134,1137,1140],{},[109,1126,1127],{},"架构",[109,1129,1130],{},"多 sub-agent 并行",[109,1132,1133],{},"单 Agent + 沙盒",[109,1135,1136],{},"多模型",[109,1138,1139],{},"单模型",[109,1141,569],{},[85,1143,1144,1147,1150,1153,1156,1159],{},[109,1145,1146],{},"长任务",[109,1148,1149],{},"★★★★★ 小时级",[109,1151,1152],{},"★★★★★",[109,1154,1155],{},"★★★☆☆",[109,1157,1158],{},"★★★★☆",[109,1160,1155],{},[85,1162,1163,1166,1168,1170,1172,1174],{},[109,1164,1165],{},"引用密度",[109,1167,1152],{},[109,1169,1155],{},[109,1171,1158],{},[109,1173,1155],{},[109,1175,1155],{},[85,1177,1178,1181,1184,1187,1189,1191],{},[109,1179,1180],{},"App Builder",[109,1182,1183],{},"⚠️ 有但 buggy",[109,1185,1186],{},"❌",[109,1188,1186],{},[109,1190,1186],{},[109,1192,1186],{},[85,1194,1195,1197,1200,1203,1205,1207],{},[109,1196,371],{},[109,1198,1199],{},"⚠️ 大陆屏蔽",[109,1201,1202],{},"⚠️",[109,1204,1152],{},[109,1206,1202],{},[109,1208,1158],{},[85,1210,1211,1213,1216,1218,1221,1224],{},[109,1212,173],{},[109,1214,1215],{},"$20-$200",[109,1217,565],{},[109,1219,1220],{},"$24.99\u002F月",[109,1222,1223],{},"随 ChatGPT Plus",[109,1225,569],{},[85,1227,1228,1231,1234,1237,1240,1243],{},[109,1229,1230],{},"适合场景",[109,1232,1233],{},"research \u002F 数据分析",[109,1235,1236],{},"写代码 \u002F 修 bug",[109,1238,1239],{},"信息检索",[109,1241,1242],{},"单次深度研究",[109,1244,1245],{},"综合",[26,1247,1248,234],{},[53,1249,1250],{},"选 Manus 如果你",[236,1252,1253,1259,1262,1265],{},[42,1254,1255,1256],{},"重视 research \u002F 数据分析任务的 ",[53,1257,1258],{},"引用密度和结构化输出",[42,1260,1261],{},"想试\"开任务下班、明早看结果\"的工作流",[42,1263,1264],{},"海外 \u002F 能解决账号网络问题",[42,1266,1267],{},"预算 $20-$50\u002F月，重度用户",[26,1269,1270,234],{},[53,1271,1272],{},"别选 Manus 如果你",[236,1274,1275,1284,1287,1290],{},[42,1276,1277,1278,868,1280,1283],{},"国内裸用（",[464,1279,1066],{"href":1065},[464,1281,1282],{"href":1070},"Yuanbao"," 更顺）",[42,1285,1286],{},"想生产部署 App（Web App Builder bug 多）",[42,1288,1289],{},"团队协作场景（功能不完善）",[42,1291,1292],{},"预算 \u003C $20\u002F月（Free 档够评估，付费档不一定划算）",[21,1294,1295],{"id":1295},"避坑清单",[236,1297,1298,1304,1314,1320,1326,1338,1344,1350],{},[42,1299,1300,1303],{},[53,1301,1302],{},"大陆访问已被官方屏蔽","：2025 年起阻断中国大陆访问，原\"中文版 Manus\"项目搁置",[42,1305,1306,234,1309,1313],{},[53,1307,1308],{},"credit 烧得比官方页面暗示的快",[464,1310,1312],{"href":734,"rel":1311},[495],"Pick Right 2026 评测"," 真实反馈，重度用户经常额外买 credit pack",[42,1315,1316,1319],{},[53,1317,1318],{},"任务一启动无法控预算","：开始跑后只能 cancel 或等结束，credits 会一直消耗",[42,1321,1322,1325],{},[53,1323,1324],{},"Web App Builder 别上生产","：demo 漂亮，复杂场景翻车，Bolt.new \u002F Lovable \u002F v0 仍是生产部署更稳选项",[42,1327,1328,1331,1332,1337],{},[53,1329,1330],{},"每次任务从零开始","：没有持久 workspace，不像 ",[464,1333,1336],{"href":1334,"rel":1335},"https:\u002F\u002Fclaude.com",[495],"Claude Projects"," \u002F ChatGPT Custom GPTs 能跨会话记忆",[42,1339,1340,1343],{},[53,1341,1342],{},"没有 HubSpot \u002F Salesforce \u002F Notion \u002F Slack 集成","：拿到结果后要自己手动搬到工具栈",[42,1345,1346,1349],{},[53,1347,1348],{},"团队协作能力差","：单用户产品为主，无共享 workspace \u002F 评论 \u002F 审计",[42,1351,1352,1355,1356,1361],{},[53,1353,1354],{},"Meta 收购的不确定性","：Wikipedia 引用 ",[464,1357,1360],{"href":1358,"rel":1359},"https:\u002F\u002Fwww.nytimes.com\u002F2026\u002F03\u002F17\u002Ftechnology\u002Fchina-scrutiny-meta-manus.html",[495],"纽时 2026-03"," 报道，中国审查 Meta 收购案，长期路线图待观察",[21,1363,438],{"id":437},[26,1365,1366],{},"✅ 适合：",[236,1368,1369,1372,1375,1378,1381],{},[42,1370,1371],{},"委托多步骤 research（\"调研 X，产出 Markdown 对比表\"）",[42,1373,1374],{},"CSV \u002F Excel 重的数据分析任务",[42,1376,1377],{},"长任务 + 不想盯着看（小时级）",[42,1379,1380],{},"单兵作战的咨询顾问 \u002F 分析师 \u002F 创业者",[42,1382,1383],{},"对\"通用 Agent 体感天花板\"感兴趣的测试者",[26,1385,1386],{},"❌ 不适合：",[236,1388,1389,1392,1395,1398,1401],{},[42,1390,1391],{},"生产级应用部署",[42,1393,1394],{},"团队协作工作流",[42,1396,1397],{},"预算极敏感（free 档非常受限）",[42,1399,1400],{},"大陆稳定访问需求",[42,1402,1403,1404,1407],{},"需要深度持久上下文（用 ",[464,1405,1336],{"href":1334,"rel":1406},[495]," \u002F ChatGPT Custom GPT 等）",[21,1409,458],{"id":458},[236,1411,1412,1423,1434,1449],{},[42,1413,1414,1415,868,1417,1419,1420,1422],{},"同类对比：",[464,1416,12],{"href":1090},[464,1418,1066],{"href":1065}," \u002F Elicit \u002F ",[464,1421,1282],{"href":1070}," \u002F Metaso",[42,1424,1425,1426,868,1430,1433],{},"概念：",[464,1427,1429],{"href":1428},"\u002Fwiki\u002Fai-agent.html","AI Agent",[464,1431,1432],{"href":1428},"Multi-Agent"," \u002F Computer Use \u002F Deep Research",[42,1435,1436,1437,868,1441,868,1445],{},"模型：",[464,1438,1440],{"href":1439},"\u002Fmodels\u002Fclaude-sonnet-4.html","Claude Sonnet 4",[464,1442,1444],{"href":1443},"\u002Fmodels\u002Fclaude-opus-4.html","Claude Opus 4",[464,1446,1448],{"href":1447},"\u002Fmodels\u002Fqwen-3.html","Qwen3",[42,1450,1451,1452,868,1456],{},"进阶：",[464,1453,1455],{"href":1454},"\u002Fwiki\u002Fcontext-engineering.html","Context Engineering",[464,1457,1459],{"href":1458},"\u002Fwiki\u002Fprompt-engineering.html","Prompt Engineering",[21,1461,485],{"id":485},[236,1463,1464,1470,1473,1476],{},[42,1465,1466,1467],{},"官网：",[464,1468,993],{"href":993,"rel":1469},[495],[42,1471,1472],{},"Wikipedia：\"Manus (AI agent)\" 条目",[42,1474,1475],{},"第三方评测：pick-right.com \u002F hyzenpro.com \u002F infotech.com \u002F weforum.org",[42,1477,1478],{},"媒体报道：Reuters \u002F AP \u002F China Daily \u002F 36Kr \u002F NYT",[26,1480,1481,1482,1486],{},"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 功能 \u002F 公司状态与最新官方信息不一致，请通过 ",[464,1483,1485],{"href":1484},"mailto:hello@aiho.net","反馈邮箱"," 反馈。",{"title":518,"searchDepth":519,"depth":519,"links":1488},[1489,1490,1491,1499,1500,1501,1502,1503,1504,1505,1506],{"id":23,"depth":522,"text":24},{"id":657,"depth":522,"text":657},{"id":724,"depth":522,"text":724,"children":1492},[1493,1494,1495,1496,1497,1498],{"id":728,"depth":519,"text":729},{"id":752,"depth":519,"text":753},{"id":835,"depth":519,"text":836},{"id":846,"depth":519,"text":847},{"id":880,"depth":519,"text":880},{"id":886,"depth":519,"text":886},{"id":896,"depth":522,"text":896},{"id":984,"depth":522,"text":985},{"id":1032,"depth":522,"text":1032},{"id":1075,"depth":522,"text":1075},{"id":1295,"depth":522,"text":1295},{"id":437,"depth":522,"text":438},{"id":458,"depth":522,"text":458},{"id":485,"depth":522,"text":485},"general","\u002Fimg\u002Ftools\u002Fmanus.webp","Manus 真实评测：Butterfly Effect（蝴蝶效应）出品的通用 AI Agent，多 sub-agent 并行架构 + 多模型路由（Claude \u002F Qwen \u002F 自研）。2025-03 首发即引爆，2025-12 传被 Meta 以约 20 亿美元收购。AIHO 编辑部基于官方文档与多份评测整理。",[1511,551],"zh",{},[1514,1515,1516,1517],"claude-sonnet-4","claude-opus-4","qwen-max","manus-internal",[1519,1520,1521,1522],"生产级 Web App 部署（Web App Builder 仍有 bug）","团队协作场景（功能未完善）","需要持久工作空间 \u002F 跨会话上下文","对成本极敏感（credits 烧得快）",[1524,1525,1526,1527],"web","windows","macos","linux",[1529,1532,1536,1539],{"plan":183,"price":186,"limit":1530,"cn_pay":569,"note":1531},"每日有限 credits，足够每天 1 个 demanding 任务","试水\u002F评估",{"plan":194,"price":197,"limit":1533,"cn_pay":1534,"note":1535},"更高 credit + 更长任务时长 + 多模型路由","⚠️ 需海外卡","个人主力档",{"plan":941,"price":944,"limit":1537,"cn_pay":1202,"note":1538},"更大 credit 池 + 优先队列","10+ 任务\u002F周",{"plan":1540,"price":208,"limit":1541,"cn_pay":1202,"note":1542},"Pro+\u002FTeam","最大 credit + 团队工作空间（功能受限）","团队功能仍有限","Free \u002F Pro $20\u002Fmo \u002F Plus $50\u002Fmo \u002F Pro+ Team 最高 $200\u002Fmo","2026-06-18",[1546],"onboarding\u002Fmanus-getting-started",[1548,1549,1550],"manus-deep-review","autoglm-deep-review","openmanus-deep-review",{"power":578,"ux":578,"price":519,"cn_support":579,"stability":519},{"title":311,"description":1509},[1554,1556,1559,1561,1563,1566],{"title":1555,"url":993},"Manus 官网",{"title":1557,"url":1558},"Manus 维基百科","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FManus_(AI_agent)",{"title":1560,"url":734},"Manus AI Review 2026 (Pick Right)",{"title":1562,"url":758},"Info-Tech Manus Assessment",{"title":1564,"url":1565},"WEF Butterfly Effect Page","https:\u002F\u002Fwww.weforum.org\u002Forganizations\u002Fbutterfly-effect",{"title":1567,"url":1568},"HyzenPro 2026 Review","https:\u002F\u002Fhyzenpro.com\u002Fblog\u002Fmanus-ai-review","tools\u002Fagent\u002Fgeneral\u002Fmanus",[1571,1572,1573,1574,1575],"需要委托多步骤研究 \u002F 报告（带引用密度的 deep research）","数据分析（CSV \u002F Excel 重的任务）","需要","调研类工作（市场调研、竞品对比、文献综述）","对 Computer Use 类 Agent 实践有兴趣的人","通用 Agent 体感天花板，自主完成复杂多步骤任务",[1578,595,1579,1580,1581,1582],"general-agent","computer-use","multi-agent","butterfly-effect","monica","通用 Agent 体感天花板代表。多 sub-agent 并行 + 自动模型路由让 research \u002F 数据分析输出明显比 ChatGPT Deep Research 引用密度更高。慢、credit 烧得快、Web App Builder 仍有 bug，但任务跑通时确实让人惊艳。","eyJqahR6DX9l6_pQYL_4x1vkxUceuqDmRoNSlam9S0c",1784565440357]