[{"data":1,"prerenderedAt":1553},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"compare-manus-vs-perplexity":8,"compare-a-manus":9,"compare-b-perplexity":1044},{"tools":4,"reviews":5},98,27,{"tools":4,"reviews":5,"playbooks":7,"news":5},22,null,{"id":10,"title":11,"alternatives":12,"api_compatible":16,"body":17,"category":953,"chinese_friendly":954,"cover":955,"description":956,"domestic":957,"extension":958,"faq":8,"free":957,"github":8,"languages":959,"lastVerified":8,"meta":962,"models":963,"navigation":968,"notSuitable":969,"opensource":957,"path":974,"pillar":975,"platforms":976,"priceTable":981,"pricing":997,"published":998,"relatedPlaybooks":999,"relatedReviews":1001,"score":1005,"self_host":957,"seo":1007,"seoTitle":1008,"slug":1009,"sources":1010,"stem":1026,"suitable":1027,"tagline":1033,"tags":1034,"updated":1041,"verdict":1042,"website":426,"__hash__":1043},"tools\u002Ftools\u002Fagent\u002Fgeneral\u002Fmanus.md","Manus",[13,14,15],"agent\u002Fgeneral\u002Fgenspark","coding\u002Fagent\u002Fdevin","agent\u002Fplatform\u002Fdify",[],{"type":18,"value":19,"toc":931},"minimark",[20,25,67,73,76,142,145,150,158,163,170,174,182,254,259,263,270,274,282,287,304,307,310,313,320,323,329,390,396,403,408,414,418,465,468,508,511,686,691,708,713,733,736,802,806,809,826,829,850,853,903,906,923],[21,22,24],"h2",{"id":23},"tldr","TL;DR",[26,27,32,52],"div",{"className":28},[29,30,31],"card","p-5","my-4",[33,34,35,39,40,43,44,51],"p",{},[36,37,38],"strong",{},"一句话："," Butterfly Effect（中国创办、新加坡注册）2025-03-06 首发的通用 AI Agent，",[36,41,42],{},"邀请码一度被炒到 ¥5 万-10 万","（",[45,46,50],"a",{"href":47,"rel":48},"https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FManus_%28AI_agent%29",[49],"nofollow","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。",[33,53,54,55,43,58,62,63,66],{},"2025-12 传被 ",[36,56,57],{},"Meta 以约 20-30 亿美元收购",[45,59,61],{"href":47,"rel":60},[49],"Reuters \u002F AP 报道","），目前仍独立运营。最大价值是 ",[36,64,65],{},"deep research 类任务的引用密度和质量明显超过 ChatGPT Deep Research","。",[68,69,70],"blockquote",{},[33,71,72],{},"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。",[21,74,75],{"id":75},"背景与公司",[77,78,79,91,97,103,109,120,130,136],"ul",{},[80,81,82,85,86,90],"li",{},[36,83,84],{},"公司","：Butterfly Effect Pte. Ltd.（",[45,87,89],{"href":47,"rel":88},[49],"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）",[80,92,93,96],{},[36,94,95],{},"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）",[80,98,99,102],{},[36,100,101],{},"前作","：Monica，2023 年发布的浏览器扩展 AI 助手",[80,104,105,108],{},[36,106,107],{},"历史融资","：2024 年字节跳动曾出价 ~3000 万美元收购被拒（据 36Kr）",[80,110,111,114,115,119],{},[36,112,113],{},"Manus 启动","：2024-10 立项，灵感来自 ",[45,116,118],{"href":117},"\u002Fcoding\u002Fide\u002Fcursor.html","Cursor","；名字来自 MIT 拉丁校训 \"Mens et Manus\"（手与脑）",[80,121,122,125,126],{},[36,123,124],{},"首发数据","：2025-03-06 邀请制 beta，7 天内 200 万人候补，",[45,127,129],{"href":47,"rel":128},[49],"Demo 视频 20 小时百万播放",[80,131,132,135],{},[36,133,134],{},"营收","：2025-08 ARR 约 9000 万美元 → 2025-12 升至 1.25 亿美元",[80,137,138,141],{},[36,139,140],{},"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",[21,143,144],{"id":144},"核心特性",[146,147,149],"h3",{"id":148},"多-sub-agent-并行架构最大差异化","多 sub-agent 并行架构（最大差异化）",[33,151,152,157],{},[45,153,156],{"href":154,"rel":155},"https:\u002F\u002Fpick-right.com\u002Ftools\u002Fmanus-ai",[49],"Pick Right 2026-04 评测"," 描述的架构：",[68,159,160],{},[33,161,162],{},"\"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.\"",[33,164,165,166,169],{},"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 ",[36,167,168],{},"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。",[146,171,173],{"id":172},"通用-agent-模式","通用 Agent 模式",[33,175,176,181],{},[45,177,180],{"href":178,"rel":179},"https:\u002F\u002Fwww.infotech.com\u002Fresearch\u002Fassessing-manus-the-future-of-agentic-ai",[49],"Info-Tech 评测"," 列出的 GAIA 基准（General AI Assistants）：",[183,184,185,198],"table",{},[186,187,188],"thead",{},[189,190,191,195],"tr",{},[192,193,194],"th",{},"模型",[192,196,197],{},"GAIA 准确率",[199,200,201,214,222,230,238,246],"tbody",{},[189,202,203,209],{},[204,205,206],"td",{},[36,207,208],{},"Manus AI",[204,210,211],{},[36,212,213],{},">65%（SOTA）",[189,215,216,219],{},[204,217,218],{},"H2O.ai (h2oGPTe)",[204,220,221],{},"65%",[189,223,224,227],{},[204,225,226],{},"Google Langfun",[204,228,229],{},"49%",[189,231,232,235],{},[204,233,234],{},"Microsoft o1",[204,236,237],{},"38%",[189,239,240,243],{},[204,241,242],{},"OpenAI GPT-4o",[204,244,245],{},"32%",[189,247,248,251],{},[204,249,250],{},"OpenAI GPT-4 + Plugins",[204,252,253],{},"15-30%",[68,255,256],{},[33,257,258],{},"注：基准数据需第三方验证；Manus 官方公布数据，请审慎参考。",[146,260,262],{"id":261},"后台执行-长任务","后台执行 + 长任务",[33,264,265,266,269],{},"最特别的体验：任务下达后",[36,267,268],{},"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。",[146,271,273],{"id":272},"web-app-builder","Web App Builder",[33,275,276,277,281],{},"直接生成完整网站和应用，内置数据库 + Stripe 支付 + SEO。但 ",[45,278,280],{"href":154,"rel":279},[49],"Pick Right 评测"," 直白警告：",[68,283,284],{},[33,285,286],{},"\"Promising but buggy enough that I wouldn't ship to production from it yet.\"",[33,288,289,290,294,295,294,299,303],{},"复杂场景下出 bug 多，目前不建议生产部署，",[45,291,293],{"href":292},"\u002Fcoding\u002Fbuilder\u002Fbolt-new.html","Bolt.new"," \u002F ",[45,296,298],{"href":297},"\u002Fcoding\u002Fbuilder\u002Flovable.html","Lovable",[45,300,302],{"href":301},"\u002Fcoding\u002Fbuilder\u002Fv0.html","v0"," 仍是 production app building 的更稳选项。",[146,305,306],{"id":306},"桌面应用",[33,308,309],{},"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。",[146,311,312],{"id":312},"多模型路由",[33,314,315,316,319],{},"Claude \u002F Qwen \u002F Manus 自研模型，",[36,317,318],{},"按任务步骤自动选","——这是 Manus 跟单一模型 agent 的根本差异。",[21,321,322],{"id":322},"价格与运行成本",[33,324,325,328],{},[45,326,280],{"href":154,"rel":327},[49]," 公开档位：",[183,330,331,344],{},[186,332,333],{},[189,334,335,338,341],{},[192,336,337],{},"档位",[192,339,340],{},"价格",[192,342,343],{},"关键点",[199,345,346,357,368,379],{},[189,347,348,351,354],{},[204,349,350],{},"Free",[204,352,353],{},"$0",[204,355,356],{},"每日有限 credits，够 1 个高强度任务\u002F天",[189,358,359,362,365],{},[204,360,361],{},"Pro",[204,363,364],{},"$20\u002F月",[204,366,367],{},"大多数付费用户落点；中等 credit + 多模型",[189,369,370,373,376],{},[204,371,372],{},"Plus",[204,374,375],{},"$50\u002F月",[204,377,378],{},"更高 credit + 优先队列，10+ 任务\u002F周",[189,380,381,384,387],{},[204,382,383],{},"Pro+ \u002F Team",[204,385,386],{},"最高 $200\u002F月",[204,388,389],{},"最大 credit + 团队空间（功能仍有限）",[33,391,392,395],{},[36,393,394],{},"credit 经济学","：每个动作消耗 credits（浏览、代码运行、模型调用都计费）。",[33,397,398,402],{},[45,399,401],{"href":154,"rel":400},[49],"Pick Right 真实使用反馈","：",[68,404,405],{},[33,406,407],{},"\"Credits run out faster than the pricing page suggests. Heavy users routinely buy credit packs on top of subscriptions.\"",[33,409,410,413],{},[36,411,412],{},"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。",[21,415,417],{"id":416},"上手-5-分钟","上手 5 分钟",[419,420,421,429,432,450,453,459,462],"ol",{},[80,422,423,424],{},"打开 ",[45,425,428],{"href":426,"rel":427},"https:\u002F\u002Fmanus.im",[49],"manus.im",[80,430,431],{},"账号注册（Google \u002F Apple OAuth 最快，国内手机号注册受限）",[80,433,434,435,438,439],{},"给一个完整任务描述（",[36,436,437],{},"关键","：不要碎片化指令，给全场景）\n",[440,441,446],"pre",{"className":442,"code":444,"language":445},[443],"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",[447,448,444],"code",{"__ignoreMap":449},"",[80,451,452],{},"选模型路由（Auto 推荐）",[80,454,455,456,458],{},"提交后",[36,457,268],{},"——任务在云端跑",[80,460,461],{},"完成后邮件 \u002F 站内通知",[80,463,464],{},"看结果 \u002F 下载交付物（Markdown \u002F Excel \u002F Word \u002F 网页）",[21,466,467],{"id":467},"国内使用注意事项",[419,469,470,480,486,492],{},[80,471,472,402,475,479],{},[36,473,474],{},"大陆访问被屏蔽",[45,476,478],{"href":47,"rel":477},[49],"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",[80,481,482,485],{},[36,483,484],{},"访问需稳定代理","：日韩 \u002F 美国节点",[80,487,488,491],{},[36,489,490],{},"账号 \u002F 支付","：海外信用卡（Visa \u002F MasterCard），第三方代付方案有限",[80,493,494,497,498,502,503,507],{},[36,495,496],{},"替代路径","：国内可考虑 ",[45,499,501],{"href":500},"\u002Fagent\u002Fgeneral\u002Fgenspark.html","Genspark"," \u002F Devv \u002F ",[45,504,506],{"href":505},"\u002Fagent\u002Fgeneral\u002Fflowith.html","元宝 Yuanbao"," \u002F 秘塔 Metaso 等",[21,509,510],{"id":510},"与同类怎么选",[183,512,513,538],{},[186,514,515],{},[189,516,517,520,522,528,532,535],{},[192,518,519],{},"维度",[192,521,11],{},[192,523,524],{},[45,525,527],{"href":526},"\u002Fcoding\u002Fagent\u002Fdevin.html","Devin",[192,529,530],{},[45,531,501],{"href":500},[192,533,534],{},"ChatGPT Deep Research",[192,536,537],{},"GenAgent",[199,539,540,560,580,599,614,631,648,666],{},[189,541,542,545,548,551,554,557],{},[204,543,544],{},"核心定位",[204,546,547],{},"通用 Agent",[204,549,550],{},"AI 程序员",[204,552,553],{},"AI 搜索 + Agent",[204,555,556],{},"LLM Deep Research",[204,558,559],{},"通用",[189,561,562,565,568,571,574,577],{},[204,563,564],{},"架构",[204,566,567],{},"多 sub-agent 并行",[204,569,570],{},"单 Agent + 沙盒",[204,572,573],{},"多模型",[204,575,576],{},"单模型",[204,578,579],{},"—",[189,581,582,585,588,591,594,597],{},[204,583,584],{},"长任务",[204,586,587],{},"★★★★★ 小时级",[204,589,590],{},"★★★★★",[204,592,593],{},"★★★☆☆",[204,595,596],{},"★★★★☆",[204,598,593],{},[189,600,601,604,606,608,610,612],{},[204,602,603],{},"引用密度",[204,605,590],{},[204,607,593],{},[204,609,596],{},[204,611,593],{},[204,613,593],{},[189,615,616,619,622,625,627,629],{},[204,617,618],{},"App Builder",[204,620,621],{},"⚠️ 有但 buggy",[204,623,624],{},"❌",[204,626,624],{},[204,628,624],{},[204,630,624],{},[189,632,633,636,639,642,644,646],{},[204,634,635],{},"中文",[204,637,638],{},"⚠️ 大陆屏蔽",[204,640,641],{},"⚠️",[204,643,590],{},[204,645,641],{},[204,647,596],{},[189,649,650,652,655,658,661,664],{},[204,651,340],{},[204,653,654],{},"$20-$200",[204,656,657],{},"$500\u002F月",[204,659,660],{},"$24.99\u002F月",[204,662,663],{},"随 ChatGPT Plus",[204,665,579],{},[189,667,668,671,674,677,680,683],{},[204,669,670],{},"适合场景",[204,672,673],{},"research \u002F 数据分析",[204,675,676],{},"写代码 \u002F 修 bug",[204,678,679],{},"信息检索",[204,681,682],{},"单次深度研究",[204,684,685],{},"综合",[33,687,688,402],{},[36,689,690],{},"选 Manus 如果你",[77,692,693,699,702,705],{},[80,694,695,696],{},"重视 research \u002F 数据分析任务的 ",[36,697,698],{},"引用密度和结构化输出",[80,700,701],{},"想试\"开任务下班、明早看结果\"的工作流",[80,703,704],{},"海外 \u002F 能解决账号网络问题",[80,706,707],{},"预算 $20-$50\u002F月，重度用户",[33,709,710,402],{},[36,711,712],{},"别选 Manus 如果你",[77,714,715,724,727,730],{},[80,716,717,718,294,720,723],{},"国内裸用（",[45,719,501],{"href":500},[45,721,722],{"href":505},"Yuanbao"," 更顺）",[80,725,726],{},"想生产部署 App（Web App Builder bug 多）",[80,728,729],{},"团队协作场景（功能不完善）",[80,731,732],{},"预算 \u003C $20\u002F月（Free 档够评估，付费档不一定划算）",[21,734,735],{"id":735},"避坑清单",[77,737,738,744,754,760,766,778,784,790],{},[80,739,740,743],{},[36,741,742],{},"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",[80,745,746,402,749,753],{},[36,747,748],{},"credit 烧得比官方页面暗示的快",[45,750,752],{"href":154,"rel":751},[49],"Pick Right 2026 评测"," 真实反馈，重度用户经常额外买 credit pack",[80,755,756,759],{},[36,757,758],{},"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",[80,761,762,765],{},[36,763,764],{},"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",[80,767,768,771,772,777],{},[36,769,770],{},"每次任务从零开始","：没有持久 workspace，不像 ",[45,773,776],{"href":774,"rel":775},"https:\u002F\u002Fclaude.com",[49],"Claude Projects"," \u002F ChatGPT Custom GPTs 能跨会话记忆",[80,779,780,783],{},[36,781,782],{},"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",[80,785,786,789],{},[36,787,788],{},"团队协作能力差","：单用户产品为主，无共享 workspace \u002F 评论 \u002F 审计",[80,791,792,795,796,801],{},[36,793,794],{},"Meta 收购的不确定性","：Wikipedia 引用 ",[45,797,800],{"href":798,"rel":799},"https:\u002F\u002Fwww.nytimes.com\u002F2026\u002F03\u002F17\u002Ftechnology\u002Fchina-scrutiny-meta-manus.html",[49],"纽时 2026-03"," 报道，中国审查 Meta 收购案，长期路线图待观察",[21,803,805],{"id":804},"适合-不适合","适合 \u002F 不适合",[33,807,808],{},"✅ 适合：",[77,810,811,814,817,820,823],{},[80,812,813],{},"委托多步骤 research（\"调研 X，产出 Markdown 对比表\"）",[80,815,816],{},"CSV \u002F Excel 重的数据分析任务",[80,818,819],{},"长任务 + 不想盯着看（小时级）",[80,821,822],{},"单兵作战的咨询顾问 \u002F 分析师 \u002F 创业者",[80,824,825],{},"对\"通用 Agent 体感天花板\"感兴趣的测试者",[33,827,828],{},"❌ 不适合：",[77,830,831,834,837,840,843],{},[80,832,833],{},"生产级应用部署",[80,835,836],{},"团队协作工作流",[80,838,839],{},"预算极敏感（free 档非常受限）",[80,841,842],{},"大陆稳定访问需求",[80,844,845,846,849],{},"需要深度持久上下文（用 ",[45,847,776],{"href":774,"rel":848},[49]," \u002F ChatGPT Custom GPT 等）",[21,851,852],{"id":852},"相关阅读",[77,854,855,866,877,892],{},[80,856,857,858,294,860,862,863,865],{},"同类对比：",[45,859,527],{"href":526},[45,861,501],{"href":500}," \u002F Elicit \u002F ",[45,864,722],{"href":505}," \u002F Metaso",[80,867,868,869,294,873,876],{},"概念：",[45,870,872],{"href":871},"\u002Fwiki\u002Fai-agent.html","AI Agent",[45,874,875],{"href":871},"Multi-Agent"," \u002F Computer Use \u002F Deep Research",[80,878,879,880,294,884,294,888],{},"模型：",[45,881,883],{"href":882},"\u002Fmodels\u002Fclaude-sonnet-4.html","Claude Sonnet 4",[45,885,887],{"href":886},"\u002Fmodels\u002Fclaude-opus-4.html","Claude Opus 4",[45,889,891],{"href":890},"\u002Fmodels\u002Fqwen-3.html","Qwen3",[80,893,894,895,294,899],{},"进阶：",[45,896,898],{"href":897},"\u002Fwiki\u002Fcontext-engineering.html","Context Engineering",[45,900,902],{"href":901},"\u002Fwiki\u002Fprompt-engineering.html","Prompt Engineering",[21,904,905],{"id":905},"来源",[77,907,908,914,917,920],{},[80,909,910,911],{},"官网：",[45,912,426],{"href":426,"rel":913},[49],[80,915,916],{},"Wikipedia：\"Manus (AI agent)\" 条目",[80,918,919],{},"第三方评测：pick-right.com \u002F hyzenpro.com \u002F infotech.com \u002F weforum.org",[80,921,922],{},"媒体报道：Reuters \u002F AP \u002F China Daily \u002F 36Kr \u002F NYT",[33,924,925,926,930],{},"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 ",[45,927,929],{"href":928},"mailto:hello@aiho.net","反馈邮箱"," 反馈。",{"title":449,"searchDepth":932,"depth":932,"links":933},3,[934,936,937,945,946,947,948,949,950,951,952],{"id":23,"depth":935,"text":24},2,{"id":75,"depth":935,"text":75},{"id":144,"depth":935,"text":144,"children":938},[939,940,941,942,943,944],{"id":148,"depth":932,"text":149},{"id":172,"depth":932,"text":173},{"id":261,"depth":932,"text":262},{"id":272,"depth":932,"text":273},{"id":306,"depth":932,"text":306},{"id":312,"depth":932,"text":312},{"id":322,"depth":935,"text":322},{"id":416,"depth":935,"text":417},{"id":467,"depth":935,"text":467},{"id":510,"depth":935,"text":510},{"id":735,"depth":935,"text":735},{"id":804,"depth":935,"text":805},{"id":852,"depth":935,"text":852},{"id":905,"depth":935,"text":905},"general",4,"\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。",false,"md",[960,961],"zh","en",{},[964,965,966,967],"claude-sonnet-4","claude-opus-4","qwen-max","manus-internal",true,[970,971,972,973],"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）","\u002Ftools\u002Fagent\u002Fgeneral\u002Fmanus","agent",[977,978,979,980],"web","windows","macos","linux",[982,985,989,992],{"plan":350,"price":353,"limit":983,"cn_pay":579,"note":984},"每日有限 credits，足够每天 1 个 demanding 任务","试水\u002F评估",{"plan":361,"price":364,"limit":986,"cn_pay":987,"note":988},"更高 credit + 更长任务时长 + 多模型路由","⚠️ 需海外卡","个人主力档",{"plan":372,"price":375,"limit":990,"cn_pay":641,"note":991},"更大 credit 池 + 优先队列","10+ 任务\u002F周",{"plan":993,"price":994,"limit":995,"cn_pay":641,"note":996},"Pro+\u002FTeam","$200\u002F月","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",[1000],"onboarding\u002Fmanus-getting-started",[1002,1003,1004],"manus-deep-review","autoglm-deep-review","openmanus-deep-review",{"power":1006,"ux":1006,"price":932,"cn_support":954,"stability":932},5,{"title":11,"description":956},"Manus AI Agent 评测 2026：通用 AI 智能体，自主完成任务，对比 Devin","agent\u002Fgeneral\u002Fmanus",[1011,1013,1016,1018,1020,1023],{"title":1012,"url":426},"Manus 官网",{"title":1014,"url":1015},"Manus 维基百科","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FManus_(AI_agent)",{"title":1017,"url":154},"Manus AI Review 2026 (Pick Right)",{"title":1019,"url":178},"Info-Tech Manus Assessment",{"title":1021,"url":1022},"WEF Butterfly Effect Page","https:\u002F\u002Fwww.weforum.org\u002Forganizations\u002Fbutterfly-effect",{"title":1024,"url":1025},"HyzenPro 2026 Review","https:\u002F\u002Fhyzenpro.com\u002Fblog\u002Fmanus-ai-review","tools\u002Fagent\u002Fgeneral\u002Fmanus",[1028,1029,1030,1031,1032],"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",[1035,1036,1037,1038,1039,1040],"general-agent","autonomous","computer-use","multi-agent","butterfly-effect","monica","2026-06-24","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。","D_3USoIRX1i-tNsMzyFhKfWICosFY8LK0cepfSlF8_U",{"id":1045,"title":1046,"alternatives":1047,"api_compatible":8,"body":1049,"category":953,"chinese_friendly":932,"cover":1528,"description":1529,"domestic":957,"extension":958,"faq":8,"free":957,"github":8,"languages":1530,"lastVerified":1531,"meta":1532,"models":8,"navigation":968,"notSuitable":8,"opensource":957,"path":1533,"pillar":975,"platforms":1534,"priceTable":8,"pricing":1537,"published":1538,"relatedPlaybooks":8,"relatedReviews":8,"score":1539,"self_host":957,"seo":1540,"seoTitle":1541,"slug":1542,"sources":1543,"stem":1545,"suitable":8,"tagline":1546,"tags":1547,"updated":1531,"verdict":1551,"website":1237,"__hash__":1552},"tools\u002Ftools\u002Fagent\u002Fgeneral\u002Fperplexity.md","Perplexity",[13,1009,1048],"agent\u002Fgeneral\u002Fflowith",{"type":18,"value":1050,"toc":1515},[1051,1053,1056,1059,1062,1118,1120,1165,1170,1174,1182,1202,1207,1227,1230,1256,1259,1387,1390,1428,1430,1459,1463,1469,1475,1481,1487,1489,1500,1502,1507],[21,1052,24],{"id":23},[33,1054,1055],{},"Perplexity 是目前体验最成熟的 AI 搜索引擎——实时联网检索、每句回答附带引用来源、Pro Search 多步推理拆解复杂问题。Free 版每天有 5 次 Pro Search 额度，Pro 版 $20\u002F月解锁无限深度搜索 + Claude\u002FGPT-4 等顶级模型 + 文件上传分析。Web\u002FiOS\u002FAndroid 全平台覆盖。",[33,1057,1058],{},"适合：研究人员、记者、分析师、开发者查技术资料、需要可溯源信息的用户。不适合：国内无海外网络的用户、需要中文本土化搜索体验的用户（选 Genspark \u002F 秘塔）、需要生成长文\u002F代码的创作者（用 ChatGPT \u002F Claude）。",[21,1060,1061],{"id":1061},"核心能力",[77,1063,1064,1070,1076,1082,1088,1094,1100,1106,1112],{},[80,1065,1066,1069],{},[36,1067,1068],{},"实时联网搜索","：每次提问实时检索互联网最新内容，不依赖训练数据截止日期",[80,1071,1072,1075],{},[36,1073,1074],{},"引用溯源","：回答中每句话标注来源链接，点击可跳转原文，可信度高",[80,1077,1078,1081],{},[36,1079,1080],{},"Pro Search 深度推理","：多步拆解复杂问题，多次搜索 + 综合，适合深度研究",[80,1083,1084,1087],{},[36,1085,1086],{},"多模型切换","：Pro 版可选 GPT-4o、Claude 3.5 Sonnet、Sonar 等模型",[80,1089,1090,1093],{},[36,1091,1092],{},"Focus 模式","：可限定搜索范围（学术 \u002F YouTube \u002F Reddit \u002F 新闻等）",[80,1095,1096,1099],{},[36,1097,1098],{},"文件上传分析","：Pro 版支持上传 PDF\u002F图片，结合联网搜索分析",[80,1101,1102,1105],{},[36,1103,1104],{},"Collections 收藏","：将搜索结果组织成主题集合，支持团队共享",[80,1107,1108,1111],{},[36,1109,1110],{},"Spaces 工作区","：自定义指令 + 模型偏好 + 文件库，打造个性化研究助手",[80,1113,1114,1117],{},[36,1115,1116],{},"API 接口","：Pro 版提供 Sonar API，可集成到自有应用",[21,1119,340],{"id":340},[183,1121,1122,1134],{},[186,1123,1124],{},[189,1125,1126,1129,1131],{},[192,1127,1128],{},"方案",[192,1130,340],{},[192,1132,1133],{},"核心功能",[199,1135,1136,1145,1154],{},[189,1137,1138,1140,1142],{},[204,1139,350],{},[204,1141,353],{},[204,1143,1144],{},"每天 5 次 Pro Search、基础模型、无限快速搜索",[189,1146,1147,1149,1151],{},[204,1148,361],{},[204,1150,364],{},[204,1152,1153],{},"无限 Pro Search、GPT-4o\u002FClaude\u002FSonar 模型、文件上传、API",[189,1155,1156,1159,1162],{},[204,1157,1158],{},"Pro 年付",[204,1160,1161],{},"$200\u002F年",[204,1163,1164],{},"同 Pro，约省 $40",[68,1166,1167],{},[33,1168,1169],{},"价格信息基于 2026-07 官网，可能调整。",[21,1171,1173],{"id":1172},"体验与评测资料整理","体验与评测（资料整理）",[68,1175,1176],{},[33,1177,1178,1179],{},"说明：本节基于官方文档与公开评测整理，非本站独立实测环境，具体数据请以官方为准。\n",[36,1180,1181],{},"亮点：",[77,1183,1184,1187,1190,1193,1196,1199],{},[80,1185,1186],{},"Pro Search 拆解复杂研究问题的能力非常强，会自动分步搜索再综合",[80,1188,1189],{},"引用溯源是核心卖点，回答可信度远超纯 LLM 对话",[80,1191,1192],{},"Focus 限定学术搜索时，引用 arXiv \u002F 论文来源质量高",[80,1194,1195],{},"iOS App 体验流畅，语音提问 + 实时搜索 + 摘要一气呵成",[80,1197,1198],{},"Collections 功能做主题研究非常实用，可回溯完整搜索链路",[80,1200,1201],{},"响应速度在 AI 搜索类产品中属于第一梯队",[33,1203,1204],{},[36,1205,1206],{},"踩坑：",[77,1208,1209,1212,1215,1218,1221,1224],{},[80,1210,1211],{},"Free 版每天 5 次 Pro Search 很快用完，基础搜索深度明显不足",[80,1213,1214],{},"中文查询的检索质量不如英文，部分中文来源覆盖不全",[80,1216,1217],{},"Pro Search 耗时较长（30 秒 - 2 分钟），简单问题别用",[80,1219,1220],{},"国内访问需要海外网络，延迟和稳定性受影响",[80,1222,1223],{},"文件上传分析有时会忽略部分内容，不如 Claude \u002F ChatGPT 的文档理解深",[80,1225,1226],{},"偶有引用来源质量参差（SEO 内容农场），需自行判断",[21,1228,1229],{"id":1229},"上手",[419,1231,1232,1241,1244,1247,1250,1253],{},[80,1233,1234,1235,1240],{},"访问 ",[45,1236,1239],{"href":1237,"rel":1238},"https:\u002F\u002Fperplexity.ai",[49],"perplexity.ai"," 注册账号（支持 Google\u002FApple 登录）",[80,1242,1243],{},"输入问题，默认快速搜索，点击 \"Pro\" 按钮切换深度搜索",[80,1245,1246],{},"使用 Focus 按钮限定搜索范围（Academic \u002F YouTube \u002F Reddit 等）",[80,1248,1249],{},"上传 PDF 或图片，让 Perplexity 结合联网信息分析",[80,1251,1252],{},"创建 Collection 组织研究主题，保存有价值的搜索结果",[80,1254,1255],{},"Pro 用户在 Settings 中切换底层模型（GPT-4o \u002F Claude \u002F Sonar）",[21,1257,1258],{"id":1258},"对比",[183,1260,1261,1277],{},[186,1262,1263],{},[189,1264,1265,1267,1269,1271,1274],{},[192,1266,519],{},[192,1268,1046],{},[192,1270,501],{},[192,1272,1273],{},"秘塔搜索",[192,1275,1276],{},"ChatGPT Search",[199,1278,1279,1294,1309,1325,1340,1357,1373],{},[189,1280,1281,1283,1286,1289,1291],{},[204,1282,1074],{},[204,1284,1285],{},"✅ 每句标注",[204,1287,1288],{},"✅ 段落级",[204,1290,1288],{},[204,1292,1293],{},"✅ 部分标注",[189,1295,1296,1299,1302,1305,1307],{},[204,1297,1298],{},"深度推理",[204,1300,1301],{},"✅ Pro Search",[204,1303,1304],{},"✅ Sparkpage",[204,1306,624],{},[204,1308,624],{},[189,1310,1311,1314,1317,1320,1323],{},[204,1312,1313],{},"中文优化",[204,1315,1316],{},"一般",[204,1318,1319],{},"好",[204,1321,1322],{},"优秀",[204,1324,1316],{},[189,1326,1327,1330,1333,1335,1338],{},[204,1328,1329],{},"国内访问",[204,1331,1332],{},"需海外网络",[204,1334,1332],{},[204,1336,1337],{},"✅ 直连",[204,1339,1332],{},[189,1341,1342,1345,1348,1351,1354],{},[204,1343,1344],{},"免费额度",[204,1346,1347],{},"5 次\u002F天 Pro",[204,1349,1350],{},"较宽松",[204,1352,1353],{},"完全免费",[204,1355,1356],{},"需 Plus",[189,1358,1359,1362,1365,1368,1370],{},[204,1360,1361],{},"模型选择",[204,1363,1364],{},"✅ Pro 多选",[204,1366,1367],{},"固定",[204,1369,1367],{},[204,1371,1372],{},"GPT 系列",[189,1374,1375,1378,1380,1382,1385],{},[204,1376,1377],{},"生成报告",[204,1379,624],{},[204,1381,1304],{},[204,1383,1384],{},"✅",[204,1386,624],{},[21,1388,1389],{"id":1389},"避坑",[77,1391,1392,1398,1404,1410,1416,1422],{},[80,1393,1394,1397],{},[36,1395,1396],{},"简单问题别用 Pro Search","：浪费额度，快速搜索足够",[80,1399,1400,1403],{},[36,1401,1402],{},"注意引用质量","：部分来源是 SEO 内容，关键信息交叉验证",[80,1405,1406,1409],{},[36,1407,1408],{},"中文长尾查询效果打折","：换英文关键词或换本土搜索工具",[80,1411,1412,1415],{},[36,1413,1414],{},"Free 额度规划","：5 次 Pro Search 留给真正需要深度研究的问题",[80,1417,1418,1421],{},[36,1419,1420],{},"API 调用注意成本","：Sonar API 按 token 计费，复杂搜索消耗大",[80,1423,1424,1427],{},[36,1425,1426],{},"不要完全依赖","：AI 搜索仍有幻觉风险，重要决策人工核实",[21,1429,805],{"id":804},[77,1431,1432,1435,1438,1441,1444,1447,1450,1453,1456],{},[80,1433,1434],{},"✅ 需要可溯源信息的深度研究",[80,1436,1437],{},"✅ 学术 \u002F 技术资料检索（Focus Academic 模式）",[80,1439,1440],{},"✅ 记者分析师快速调研 + 引用整理",[80,1442,1443],{},"✅ 开发者查最新技术文档和版本信息",[80,1445,1446],{},"✅ 英文为主的搜索场景",[80,1448,1449],{},"❌ 国内无海外网络环境（用秘塔 \u002F Genspark）",[80,1451,1452],{},"❌ 需要生成长文 \u002F 代码 \u002F 创意内容（用 ChatGPT \u002F Claude）",[80,1454,1455],{},"❌ 需要中文本土化搜索体验",[80,1457,1458],{},"❌ 需要完全免费且无限制（用秘塔搜索）",[21,1460,1462],{"id":1461},"faq","FAQ",[33,1464,1465,1468],{},[36,1466,1467],{},"Q: Perplexity 和 ChatGPT 的搜索有什么区别？","\nA: Perplexity 是搜索优先——每次回答都基于实时检索 + 引用溯源，Pro Search 做多步推理拆解。ChatGPT Search 是对话优先 + 搜索辅助，引用标注不如 Perplexity 系统。深度研究选 Perplexity，多轮对话和创作选 ChatGPT。",[33,1470,1471,1474],{},[36,1472,1473],{},"Q: Free 版够用吗？","\nA: 日常快速搜索完全够用。但 Pro Search 每天 5 次额度对于深度研究用户偏紧，如果你经常需要多步推理搜索，Pro 版的无限额度 + 顶级模型 + 文件上传值得付费。",[33,1476,1477,1480],{},[36,1478,1479],{},"Q: 国内能用吗？","\nA: 网站和 App 都需要海外网络才能访问，且延迟和稳定性受网络环境影响。如果主要搜索中文内容，秘塔搜索、Genspark 等替代品体验更顺畅。",[33,1482,1483,1486],{},[36,1484,1485],{},"Q: Pro 版选哪个模型好？","\nA: 通用搜索用默认 Sonar 即可（速度快 + 成本低）。复杂推理和分析任务切 Claude 3.5 Sonnet 或 GPT-4o。代码相关问题 GPT-4o 表现更稳。",[21,1488,852],{"id":852},[33,1490,1491,1495,1496],{},[45,1492,1494],{"href":1493},"\u002Fagent\u002Fplatform\u002Fanythingllm.html","AnythingLLM"," · ",[45,1497,1499],{"href":1498},"\u002Fagent\u002Fplatform\u002Fragflow.html","RAGFlow",[21,1501,905],{"id":905},[68,1503,1504],{},[33,1505,1506],{},"本文的价格、版本号与性能数据均参考以下官方渠道整理，可能随时间变动，请以官方实时信息为准。",[77,1508,1509],{},[80,1510,1511],{},[45,1512,1514],{"href":1237,"rel":1513},[49],"官网",{"title":449,"searchDepth":932,"depth":932,"links":1516},[1517,1518,1519,1520,1521,1522,1523,1524,1525,1526,1527],{"id":23,"depth":935,"text":24},{"id":1061,"depth":935,"text":1061},{"id":340,"depth":935,"text":340},{"id":1172,"depth":935,"text":1173},{"id":1229,"depth":935,"text":1229},{"id":1258,"depth":935,"text":1258},{"id":1389,"depth":935,"text":1389},{"id":804,"depth":935,"text":805},{"id":1461,"depth":935,"text":1462},{"id":852,"depth":935,"text":852},{"id":905,"depth":935,"text":905},"\u002Fimg\u002Ftools\u002Fperplexity.webp","Perplexity 真实评测：AI 驱动的搜索引擎，实时联网检索 + 引用溯源 + Pro Search 深度推理。支持 Web\u002FiOS\u002FAndroid，Free + Pro $20\u002F月，适合需要带引用的实时信息检索和深度问答的用户，国内访问需海外网络。",[961],"2026-07-30",{},"\u002Ftools\u002Fagent\u002Fgeneral\u002Fperplexity",[977,1535,1536],"ios","android","Free \u002F Pro $20\u002Fmo","2026-07-05",{"power":954,"ux":1006,"price":932,"cn_support":935,"stability":1006},{"title":1046,"description":1529},"Perplexity - AI 搜索引擎评测与使用指南 | AIHO","agent\u002Fgeneral\u002Fperplexity",[1544],{"title":1514,"url":1237},"tools\u002Fagent\u002Fgeneral\u002Fperplexity","AI 搜索引擎，实时联网 + 引用溯源 + Pro Search",[1035,1548,1549,1550],"search","research","citation","需要带引用的实时信息检索和深度研究问答时的首选 AI 搜索引擎，Pro Search 的多步推理 + 溯源能力在同类产品中体验最佳，但国内用户需海外网络且中文优化不及本土竞品。","TrVdio9RzoMR9r3nJD8RfbmMb3w8DTt4xZT2XznDcPk",1785428440868]