[{"data":1,"prerenderedAt":1629},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"compare-antigravity-vs-windsurf":9,"compare-a-antigravity":10,"compare-b-windsurf":789},{"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":18,"category":736,"chinese_friendly":317,"cover":737,"description":738,"domestic":739,"extension":740,"faq":9,"free":741,"github":9,"languages":742,"lastVerified":9,"meta":745,"models":9,"navigation":741,"notSuitable":9,"opensource":739,"path":746,"pillar":747,"platforms":748,"priceTable":752,"pricing":763,"published":764,"relatedPlaybooks":9,"relatedReviews":9,"score":765,"self_host":739,"seo":768,"seoTitle":9,"slug":769,"sources":770,"stem":778,"suitable":9,"tagline":779,"tags":780,"updated":764,"verdict":787,"website":700,"__hash__":788},"tools\u002Ftools\u002Fcoding\u002Fide\u002Fantigravity.md","Google Antigravity",[14,15,16,17],"coding\u002Fide\u002Fcursor","coding\u002Fide\u002Fwindsurf","coding\u002Fcli\u002Fclaude-code","coding\u002Fcli\u002Fgemini-cli",{"type":19,"value":20,"toc":717},"minimark",[21,26,54,60,63,68,81,94,98,101,112,123,127,130,133,136,156,161,164,195,198,280,293,297,321,339,342,374,377,511,516,530,535,554,557,602,606,609,623,626,647,650,690,693,705,713],[22,23,25],"h2",{"id":24},"tldr","TL;DR",[27,28,33,51],"div",{"className":29},[30,31,32],"card","p-5","my-4",[34,35,36,40,41,46,47,50],"p",{},[37,38,39],"strong",{},"一句话："," Google 在 2025 年 11 月随 ",[42,43,45],"a",{"href":44},"\u002Fmodels\u002Fgemini-3-pro.html","Gemini 3"," 一起发布的 ",[37,48,49],{},"agent-first"," 开发平台。和传统 AI IDE 最大的不同：它不是「你写代码、AI 补全」，而是「你派活、多个 agent 在编辑器 + 终端 + 内置浏览器三处并行规划-执行-验证」。",[34,52,53],{},"底座是 VS Code fork，核心是 Mission Control（Manager）面板编排并行 agent，配内置 Chromium 让 agent 自己开网页测 web app。免费档就能用 Gemini 3 + Claude，很大方。",[55,56,57],"blockquote",{},[34,58,59],{},"来源说明：本文基于 antigravity.google 官方页面与多份独立评测（vibecoding.app \u002F how2shout）综合整理。该产品 2025-11 发布、仍处快速迭代的 preview 阶段，部分版本细节（如 2.0 桌面端\u002FCLI\u002FSDK 分支、具体模型版本号）以最新官方信息为准。",[22,61,62],{"id":62},"核心特性",[64,65,67],"h3",{"id":66},"mission-control多-agent-并行编排","Mission Control：多 agent 并行编排",[34,69,70,71,75,76,80],{},"这是 Antigravity 区别于 ",[42,72,74],{"href":73},"\u002Fcoding\u002Fide\u002Fcursor.html","Cursor"," \u002F ",[42,77,79],{"href":78},"\u002Fcoding\u002Fide\u002Fwindsurf.html","Windsurf"," 的核心。不是单一对话窗口，而是一个「指挥中心」面板，同时调度多条并行工作流：",[82,83,84,88,91],"ul",{},[85,86,87],"li",{},"一个 agent 重构 auth，另一个写文档，第三个验证 UI——同时进行",[85,89,90],{},"每个 agent 可以分配不同模型（详见下方模型支持）",[85,92,93],{},"你从「写代码的人」变成「派活和验收的人」",[64,95,97],{"id":96},"内置浏览器agent-自己测","内置浏览器：agent 自己测",[34,99,100],{},"原生集成 Chromium，agent 不用切窗口就能：",[82,102,103,106,109],{},[85,104,105],{},"打开你正在开发的 web app 实际点击测试",[85,107,108],{},"抓取网页数据",[85,110,111],{},"把浏览器操作录下来作为验证证据",[34,113,114,115,117,118,122],{},"这是大多数 AI IDE 没有的——",[42,116,74],{"href":73},"、",[42,119,121],{"href":120},"\u002Fcoding\u002Fcopilot\u002Fgithub-copilot.html","GitHub Copilot"," 都没有内置浏览器。",[64,124,126],{"id":125},"artifact-trail可审计的执行轨迹","Artifact Trail：可审计的执行轨迹",[34,128,129],{},"每次「任务」都生成可审计的产物：任务清单、实现计划、终端日志、浏览器录制。目的是解决 agent 自主执行的「黑箱」问题——让你能回看 agent 到底做了什么、为什么这么做。",[64,131,132],{"id":132},"模型支持",[34,134,135],{},"可在一个任务里给不同 agent 分配不同模型：",[82,137,138,144,150],{},[85,139,140,143],{},[37,141,142],{},"Gemini","：Gemini 3 系列（Pro \u002F Flash）",[85,145,146,149],{},[37,147,148],{},"Claude","：Sonnet \u002F Opus 系列",[85,151,152,155],{},[37,153,154],{},"开源","：GPT-OSS 120B",[55,157,158],{},[34,159,160],{},"注：具体可用模型版本随官方更新变化，且免费档\u002F付费档可用模型与额度不同。",[64,162,163],{"id":163},"标准支持",[82,165,166,175,189],{},[85,167,168,174],{},[37,169,170],{},[42,171,173],{"href":172},"\u002Fwiki\u002Fmcp.html","MCP","：连 GitHub、数据库、外部 API",[85,176,177,183,184,188],{},[37,178,179],{},[42,180,182],{"href":181},"\u002Fwiki\u002Fagents-md.html","AGENTS.md"," + ",[185,186,187],"code",{},"GEMINI.md","：项目级规则配置",[85,190,191,194],{},[37,192,193],{},"AgentKit","：内置专用 agent + 领域技能库",[22,196,197],{"id":197},"价格与运行成本",[199,200,201,220],"table",{},[202,203,204],"thead",{},[205,206,207,211,214,217],"tr",{},[208,209,210],"th",{},"套餐",[208,212,213],{},"价格",[208,215,216],{},"额度",[208,218,219],{},"备注",[221,222,223,238,252,266],"tbody",{},[205,224,225,229,232,235],{},[226,227,228],"td",{},"Free",[226,230,231],{},"$0",[226,233,234],{},"全模型可用，额度约每 5 小时刷新",[226,236,237],{},"免费跑 Gemini 3 + Claude 很罕见",[205,239,240,243,246,249],{},[226,241,242],{},"AI Pro",[226,244,245],{},"$20\u002F月",[226,247,248],{},"更高额度 + 内置 credits",[226,250,251],{},"Google One AI Pro",[205,253,254,257,260,263],{},[226,255,256],{},"AI Ultra",[226,258,259],{},"$249.99\u002F月",[226,261,262],{},"高强度复杂模型访问",[226,264,265],{},"重度用户",[205,267,268,271,274,277],{},[226,269,270],{},"Credits",[226,272,273],{},"$25 \u002F 2.5k",[226,275,276],{},"按需 top-up",[226,278,279],{},"额度用完加买",[34,281,282,285,286,292],{},[37,283,284],{},"「paperweight」争议","：",[42,287,291],{"href":288,"rel":289},"https:\u002F\u002Fvibecoding.app\u002Fblog\u002Fgoogle-antigravity-review",[290],"nofollow","vibecoding.app 评测"," 引用社区反馈，不少用户因额度系统不透明、rate limit 太紧把它叫「镇纸（paperweight）」——免费档跑几下就触顶要等几小时刷新。有用户吐槽：「用 Opus 跑得正爽，被强制切回 Gemini 时就像把方向盘交给一个鲁莽的司机。」",[22,294,296],{"id":295},"上手-5-分钟","上手 5 分钟",[298,299,304],"pre",{"className":300,"code":301,"language":302,"meta":303,"style":303},"language-bash shiki shiki-themes github-light github-dark","# 去官网下载安装包（VS Code fork，三平台都有）\n# https:\u002F\u002Fantigravity.google\n","bash","",[185,305,306,315],{"__ignoreMap":303},[307,308,311],"span",{"class":309,"line":310},"line",1,[307,312,314],{"class":313},"sJ8bj","# 去官网下载安装包（VS Code fork，三平台都有）\n",[307,316,318],{"class":309,"line":317},2,[307,319,320],{"class":313},"# https:\u002F\u002Fantigravity.google\n",[322,323,324,327,330,333,336],"ol",{},[85,325,326],{},"用 Google 账号登录（国内需代理过验证）",[85,328,329],{},"打开项目目录",[85,331,332],{},"调出 Mission Control（Manager）面板",[85,334,335],{},"用内置模板派第一个 agent，比如「读完项目后给我加一套登录页 + 自测通过」",[85,337,338],{},"看 agent 在编辑器\u002F终端\u002F浏览器三处干活，到 Artifact Trail 验收",[22,340,341],{"id":341},"国内使用注意事项",[322,343,344,350,356],{},[85,345,346,349],{},[37,347,348],{},"账号 + 网络","：Google 账号登录 + 模型推理都在境外，没稳定代理基本不可用",[85,351,352,355],{},[37,353,354],{},"支付","：AI Pro \u002F Ultra 走 Google One 海外订阅，国内卡基本不收",[85,357,358,361,362,366,367,371,372],{},[37,359,360],{},"替代路径","：国内首选 ",[42,363,365],{"href":364},"\u002Fcoding\u002Fide\u002Ftrae.html","Trae","（字节，无门槛）或 ",[42,368,370],{"href":369},"\u002Fcoding\u002Fcopilot\u002Ftongyi-lingma.html","通义灵码","；要 agent-first 体验但能接受境外，可对比 ",[42,373,79],{"href":78},[22,375,376],{"id":376},"与同类怎么选",[199,378,379,403],{},[202,380,381],{},[205,382,383,386,389,393,397],{},[208,384,385],{},"维度",[208,387,388],{},"Antigravity",[208,390,391],{},[42,392,74],{"href":73},[208,394,395],{},[42,396,79],{"href":78},[208,398,399],{},[42,400,402],{"href":401},"\u002Fcoding\u002Fcli\u002Fclaude-code.html","Claude Code",[221,404,405,422,437,452,468,482,497],{},[205,406,407,410,413,416,419],{},[226,408,409],{},"架构",[226,411,412],{},"多 agent + 内置浏览器",[226,414,415],{},"AI-native VS Code fork",[226,417,418],{},"Cascade Agent",[226,420,421],{},"终端原生",[205,423,424,427,430,433,435],{},[226,425,426],{},"并行任务",[226,428,429],{},"★★★★★ 多 agent 并行",[226,431,432],{},"★★★☆☆",[226,434,432],{},[226,436,432],{},[205,438,439,442,445,448,450],{},[226,440,441],{},"内置浏览器自测",[226,443,444],{},"★★★★★ 有",[226,446,447],{},"✗",[226,449,447],{},[226,451,447],{},[205,453,454,457,460,463,466],{},[226,455,456],{},"稳定性",[226,458,459],{},"★★★☆☆ preview",[226,461,462],{},"★★★★★",[226,464,465],{},"★★★★☆",[226,467,462],{},[205,469,470,473,476,478,480],{},[226,471,472],{},"合规（SOC2 等）",[226,474,475],{},"✗ preview 无",[226,477,462],{},[226,479,465],{},[226,481,465],{},[205,483,484,487,490,492,494],{},[226,485,486],{},"免费档慷慨度",[226,488,489],{},"★★★★☆ 全模型但限流紧",[226,491,432],{},[226,493,465],{},[226,495,496],{},"—",[205,498,499,502,505,507,509],{},[226,500,501],{},"国内可用性",[226,503,504],{},"★★☆☆☆",[226,506,432],{},[226,508,432],{},[226,510,432],{},[34,512,513,285],{},[37,514,515],{},"选 Antigravity 如果你",[82,517,518,521,524,527],{},[85,519,520],{},"想要多 agent 并行 + 内置浏览器自测这套独门组合",[85,522,523],{},"做 R&D \u002F 原型 \u002F vibe coding，能容忍不稳定",[85,525,526],{},"想免费体验 Gemini 3 + Claude 跑 agent",[85,528,529],{},"已经搞定 Google 账号和网络",[34,531,532,285],{},[37,533,534],{},"别选 Antigravity 如果你",[82,536,537,543,546,551],{},[85,538,539,540,542],{},"要扛生产 deadline、要稳定可预测（去 ",[42,541,74],{"href":73},"）",[85,544,545],{},"需要 SOC2 等合规（preview 阶段没有）",[85,547,548,549,542],{},"国内 + 不想折腾代理（去 ",[42,550,365],{"href":364},[85,552,553],{},"受不了限流和不透明额度",[22,555,556],{"id":556},"避坑清单",[82,558,559,572,578,584,590,596],{},[85,560,561,285,564,567,568,571],{},[37,562,563],{},"务必跑在沙箱里",[42,565,291],{"href":288,"rel":566},[290]," 明确警告——agent 自主度高，出现过发危险命令（如 ",[185,569,570],{},"chmod -R 777","）的情况。建议跑在 VM \u002F 容器里，设命令白名单，合并前逐一 review diff。",[85,573,574,577],{},[37,575,576],{},"免费档限流很紧","：额度约每 5 小时刷新一次，复杂任务跑几下就触顶要等，重度用户得上付费档或买 credits。",[85,579,580,583],{},[37,581,582],{},"额度系统不透明","：社区诟病的「paperweight」问题主要来自此——不清楚一次任务到底烧多少额度。先小任务试水摸清消耗节奏。",[85,585,586,589],{},[37,587,588],{},"preview 阶段不保证稳定","：产品迭代快、功能\u002F模型\u002F定价都在变，不要押在它身上做关键交付。",[85,591,592,595],{},[37,593,594],{},"被迫切模型的体验落差","：免费\u002F低档触顶后会被降级到较弱模型，agent 行为质量会明显波动。",[85,597,598,601],{},[37,599,600],{},"国内门槛高","：账号、网络、支付三道坎，没代理基本玩不转。",[22,603,605],{"id":604},"适合-不适合","适合 \u002F 不适合",[34,607,608],{},"✅ 适合：",[82,610,611,614,617,620],{},[85,612,613],{},"想体验「派活给多个 agent 并行干」的 agent-first 范式",[85,615,616],{},"需要内置浏览器做 web app 自动化 QA",[85,618,619],{},"R&D \u002F 原型 \u002F 探索阶段，稳定性要求不高",[85,621,622],{},"想免费玩 Gemini 3 + Claude 的 agent 能力",[34,624,625],{},"❌ 不适合：",[82,627,628,634,637,642],{},[85,629,630,631,633],{},"生产环境 \u002F 关键 deadline（",[42,632,74],{"href":73}," 更稳）",[85,635,636],{},"需要合规认证",[85,638,639,640,542],{},"国内首选 IDE（",[42,641,365],{"href":364},[85,643,644,645,542],{},"终端工作流为主（",[42,646,402],{"href":401},[22,648,649],{"id":649},"相关阅读",[82,651,652,665,680],{},[85,653,654,655,75,657,75,659,75,661],{},"同类对比：",[42,656,74],{"href":73},[42,658,79],{"href":78},[42,660,402],{"href":401},[42,662,664],{"href":663},"\u002Fcoding\u002Fcli\u002Fgemini-cli.html","Gemini CLI",[85,666,667,668,75,672,75,674,75,676],{},"概念：",[42,669,671],{"href":670},"\u002Fwiki\u002Fai-agent.html","AI Agent",[42,673,173],{"href":172},[42,675,182],{"href":181},[42,677,679],{"href":678},"\u002Fwiki\u002Fcontext-rot.html","Context Rot",[85,681,682,683,75,686],{},"模型：",[42,684,685],{"href":44},"Gemini 3 Pro",[42,687,689],{"href":688},"\u002Fmodels\u002Fclaude-opus-4-5.html","Claude Opus 4.5",[22,691,692],{"id":692},"来源",[82,694,695,702],{},[85,696,697,698],{},"官网：",[42,699,700],{"href":700,"rel":701},"https:\u002F\u002Fantigravity.google",[290],[85,703,704],{},"第三方评测：vibecoding.app \u002F how2shout.com",[34,706,707,708,712],{},"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；产品处于快速迭代的 preview 阶段，如发现价格 \u002F 命令 \u002F 功能与最新官方信息不一致，请通过 ",[42,709,711],{"href":710},"mailto:hello@aiho.net","反馈邮箱"," 反馈。",[714,715,716],"style",{},"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: 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var(--shiki-dark-text-decoration);}",{"title":303,"searchDepth":718,"depth":718,"links":719},3,[720,721,728,729,730,731,732,733,734,735],{"id":24,"depth":317,"text":25},{"id":62,"depth":317,"text":62,"children":722},[723,724,725,726,727],{"id":66,"depth":718,"text":67},{"id":96,"depth":718,"text":97},{"id":125,"depth":718,"text":126},{"id":132,"depth":718,"text":132},{"id":163,"depth":718,"text":163},{"id":197,"depth":317,"text":197},{"id":295,"depth":317,"text":296},{"id":341,"depth":317,"text":341},{"id":376,"depth":317,"text":376},{"id":556,"depth":317,"text":556},{"id":604,"depth":317,"text":605},{"id":649,"depth":317,"text":649},{"id":692,"depth":317,"text":692},"ide","\u002Fimg\u002Ftools\u002Fantigravity.webp","Google Antigravity 真实评测：2025 年 11 月随 Gemini 3 发布的 agent-first 开发平台，多 agent 在编辑器、终端、浏览器三处并行规划-执行-验证。AIHO 编辑部基于官方与多份独立评测整理，含定价、与 Cursor 对比、避坑与安全警告。",false,"md",true,[743,744],"zh","en",{},"\u002Ftools\u002Fcoding\u002Fide\u002Fantigravity","coding",[749,750,751],"windows","macos","linux",[753,755,759,762],{"plan":228,"price":231,"limit":234,"cn_pay":496,"note":754},"免费档能跑 Gemini 3 + Claude 很罕见",{"plan":242,"price":245,"limit":756,"cn_pay":757,"note":758},"更高额度 + 内置 AI credits","⚠️ 需海外卡","Google One AI Pro 订阅",{"plan":256,"price":259,"limit":262,"cn_pay":760,"note":761},"⚠️","重度\u002F团队",{"plan":270,"price":273,"limit":276,"cn_pay":760,"note":279},"Free（含全模型，约 5 小时刷新一次额度）\u002F AI Pro $20\u002Fmo \u002F AI Ultra $249.99\u002Fmo","2026-06-28",{"power":766,"ux":767,"price":767,"cn_support":317,"stability":718},5,4,{"title":12,"description":738},"coding\u002Fide\u002Fantigravity",[771,773,775],{"title":772,"url":700},"Antigravity 官方",{"title":774,"url":288},"Google AntiGravity Review 2026 (vibecoding.app)",{"title":776,"url":777},"Google Launches Antigravity (how2shout)","https:\u002F\u002Fwww.how2shout.com\u002Fnews\u002Fgoogle-antigravity-ai-agent-platform.html","tools\u002Fcoding\u002Fide\u002Fantigravity","Google 的 agent-first IDE，多 agent 跨编辑器\u002F终端\u002F浏览器并行干活",[736,781,782,783,784,785,786],"agent","multi-agent","browser","google","gemini","vscode-fork","最激进的 agent-first IDE：多 agent 并行 + 内置浏览器自测是真本事，免费档能用全模型很香。但 preview 阶段稳定性、额度透明度、合规都欠火候，autonomy 高到能发危险命令——尝鲜\u002F做 R&D 行，扛生产 deadline 选 Cursor。","XYE3HGUOApj1gl-VhoBhOMN7PFRJBjc2QaQL1XVuc1c",{"id":790,"title":791,"alternatives":792,"api_compatible":9,"body":796,"category":736,"chinese_friendly":718,"cover":1576,"description":1577,"domestic":739,"extension":740,"faq":9,"free":739,"github":9,"languages":1578,"lastVerified":9,"meta":1579,"models":9,"navigation":741,"notSuitable":9,"opensource":739,"path":1580,"pillar":747,"platforms":1581,"priceTable":1582,"pricing":1594,"published":1595,"relatedPlaybooks":9,"relatedReviews":1596,"score":1601,"self_host":739,"seo":1602,"seoTitle":9,"slug":15,"sources":1603,"stem":1620,"suitable":9,"tagline":1621,"tags":1622,"updated":1625,"verdict":1626,"website":1627,"__hash__":1628},"tools\u002Ftools\u002Fcoding\u002Fide\u002Fwindsurf.md","Windsurf（已更名 Devin Desktop）",[14,793,794,795],"coding\u002Fide\u002Ftrae","coding\u002Fide\u002Fzed","coding\u002Fcli\u002Fcline",{"type":19,"value":797,"toc":1559},[798,800,838,843,845,849,864,870,884,892,906,914,934,938,947,951,954,957,977,981,988,1058,1063,1074,1082,1084,1126,1129,1150,1152,1181,1183,1320,1325,1339,1344,1372,1374,1436,1438,1440,1460,1462,1479,1481,1532,1534,1551,1556],[22,799,25],{"id":24},[27,801,803,833],{"className":802},[30,31,32],[34,804,805,808,809,812,813,816,817,820,821,824,825,828,829,832],{},[37,806,807],{},"⚠️ 重大变更（2026-06\u002F07）："," Windsurf 已于 ",[37,810,811],{},"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 ",[37,814,815],{},"Cascade 已于 2026-07-01 EOL","，由 Rust 重写的 ",[37,818,819],{},"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 ",[37,822,823],{},"ACP","（Zed 的 Agent Client Protocol，可跑 Codex \u002F Claude Agent \u002F OpenCode + Devin Local）。",[185,826,827],{},"surf"," 命令改为 ",[185,830,831],{},"devin-desktop","，定价不变，完整 IDE 能力保留。",[34,834,835,837],{},[37,836,39],{}," 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。",[55,839,840],{},[34,841,842],{},"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。",[22,844,62],{"id":62},[64,846,848],{"id":847},"devin-local接棒-cascade与原-cascade-引擎","Devin Local（接棒 Cascade）与原 Cascade 引擎",[55,850,851],{},[34,852,853,856,857,860,861,863],{},[37,854,855],{},"注意","：下文描述的 Cascade 已于 ",[37,858,859],{},"2026-07-01 EOL","，由 ",[37,862,819],{}," 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。",[34,865,866,867,869],{},"Cascade 曾是 Windsurf 对标 ",[42,868,74],{"href":73}," Composer 的多步骤 Agent。两种模式：",[82,871,872,878],{},[85,873,874,877],{},[37,875,876],{},"Write 模式","：让 Cascade 实际改代码，多文件编辑",[85,879,880,883],{},[37,881,882],{},"Chat 模式","：只问答，不动文件（适合代码理解）",[34,885,886,891],{},[42,887,890],{"href":888,"rel":889},"https:\u002F\u002Fdocs.devin.ai\u002Fwindsurf\u002Fplugins\u002Fcascade\u002Fcascade-overview",[290],"官方 Cascade 文档"," 公开的能力：",[82,893,894,897,900,903],{},[85,895,896],{},"每次 prompt 最多 25 次工具调用，超过 type \"continue\" 继续",[85,898,899],{},"内置工具：Search、Analyze、Web Search、Terminal、Voice Input",[85,901,902],{},"自动探测项目用的包管理器并装依赖",[85,904,905],{},"队列消息：Cascade 跑的时候你可以排队下一个指令",[34,907,908,913],{},[42,909,912],{"href":910,"rel":911},"https:\u002F\u002Fwww.eesel.ai\u002Fblog\u002Fwindsurf-overview",[290],"eesel AI 2026 评测"," 实测描述的 Cascade 特点：",[82,915,916,922,928],{},[85,917,918,921],{},[37,919,920],{},"多文件编辑","：rename 一个函数，跨整个项目同步更新调用点",[85,923,924,927],{},[37,925,926],{},"终端集成","：跑命令、读输出、看到 error 自动尝试修复",[85,929,930,933],{},[37,931,932],{},"迭代调试","：测试失败时不放弃，换个方法再试，循环到通过",[64,935,937],{"id":936},"supercomplete补全速度优势","Supercomplete：补全速度优势",[34,939,940,941,946],{},"Windsurf 自研补全模型，跑在自家推理基础设施上，",[42,942,945],{"href":943,"rel":944},"https:\u002F\u002Fpecollective.com\u002Ftools\u002Fwindsurf",[290],"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）。",[64,948,950],{"id":949},"flows上下文聊天","Flows：上下文聊天",[34,952,953],{},"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。",[64,955,956],{"id":956},"其他",[82,958,959,965,971],{},[85,960,961,964],{},[37,962,963],{},"Terminal AI","：用自然语言生成 shell 命令（\"重启 docker 并清缓存\"）",[85,966,967,970],{},[37,968,969],{},"Voice input","：Cmd\u002FCtrl+L 打开 Cascade，可以语音输入",[85,972,973,976],{},[37,974,975],{},"VS Code 扩展兼容","：因为是 VS Code fork，95%+ 的扩展可以直接装",[22,978,980],{"id":979},"价格与运行成本2026-切到-credit-制","价格与运行成本（2026 切到 credit 制）",[34,982,983,987],{},[42,984,986],{"href":943,"rel":985},[290],"PE Collective 2026-04 评测"," 描述的 credit 系统：",[199,989,990,1002],{},[202,991,992],{},[205,993,994,996,998,1000],{},[208,995,210],{},[208,997,213],{},[208,999,270],{},[208,1001,219],{},[221,1003,1004,1016,1030,1044],{},[205,1005,1006,1008,1010,1013],{},[226,1007,228],{},[226,1009,231],{},[226,1011,1012],{},"25 credits\u002F月",[226,1014,1015],{},"比 Cursor Free 体感更可用",[205,1017,1018,1021,1024,1027],{},[226,1019,1020],{},"Pro",[226,1022,1023],{},"$15\u002F月",[226,1025,1026],{},"500 credits\u002F月",[226,1028,1029],{},"比 Cursor Pro 便宜 $5",[205,1031,1032,1035,1038,1041],{},[226,1033,1034],{},"Team",[226,1036,1037],{},"$30\u002Fseat\u002F月",[226,1039,1040],{},"更多 credits + SSO + 中央账单",[226,1042,1043],{},"中小团队",[205,1045,1046,1049,1052,1055],{},[226,1047,1048],{},"Enterprise",[226,1050,1051],{},"联系销售",[226,1053,1054],{},"定制",[226,1056,1057],{},"大企业 \u002F 合规",[34,1059,1060,285],{},[37,1061,1062],{},"Credit 消耗规则（社区共识，非官方明示）",[82,1064,1065,1068,1071],{},[85,1066,1067],{},"Cascade 一次 Write 调用 = 1+ credits（依赖模型 + 工具调用数）",[85,1069,1070],{},"用 GPT-4 \u002F Claude Opus 等 premium 模型 = credit 倍数高",[85,1072,1073],{},"自带补全（Supercomplete）= 不算 credits",[34,1075,1076,1081],{},[42,1077,1080],{"href":1078,"rel":1079},"https:\u002F\u002Fwww.openaitoolshub.org\u002Fen\u002Fblog\u002Fwindsurf-editor-review",[290],"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。",[22,1083,296],{"id":295},[298,1085,1087],{"className":300,"code":1086,"language":302,"meta":303,"style":303},"# macOS\nbrew install --cask windsurf\n\n# Windows \u002F Linux\n# 去 https:\u002F\u002Fwindsurf.com 下载安装包\n",[185,1088,1089,1094,1111,1116,1121],{"__ignoreMap":303},[307,1090,1091],{"class":309,"line":310},[307,1092,1093],{"class":313},"# macOS\n",[307,1095,1096,1100,1104,1108],{"class":309,"line":317},[307,1097,1099],{"class":1098},"sScJk","brew",[307,1101,1103],{"class":1102},"sZZnC"," install",[307,1105,1107],{"class":1106},"sj4cs"," --cask",[307,1109,1110],{"class":1102}," windsurf\n",[307,1112,1113],{"class":309,"line":718},[307,1114,1115],{"emptyLinePlaceholder":741},"\n",[307,1117,1118],{"class":309,"line":767},[307,1119,1120],{"class":313},"# Windows \u002F Linux\n",[307,1122,1123],{"class":309,"line":766},[307,1124,1125],{"class":313},"# 去 https:\u002F\u002Fwindsurf.com 下载安装包\n",[34,1127,1128],{},"打开后：",[322,1130,1131,1134,1137,1144,1147],{},[85,1132,1133],{},"用 GitHub \u002F Google 账号登录（国内可能需要代理过验证）",[85,1135,1136],{},"选择主题（VS Code 用户零迁移成本）",[85,1138,1139,1140,1143],{},"打开项目目录 → ",[185,1141,1142],{},"Cmd\u002FCtrl+L"," 调出 Cascade",[85,1145,1146],{},"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\"",[85,1148,1149],{},"等 Cascade 索引完（几十秒到几分钟，看项目大小）",[22,1151,341],{"id":341},[322,1153,1154,1160,1166,1171],{},[85,1155,1156,1159],{},[37,1157,1158],{},"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",[85,1161,1162,1165],{},[37,1163,1164],{},"网络","：模型推理在境外，没代理时 Cascade 会卡顿到不可用",[85,1167,1168,1170],{},[37,1169,354],{},"：Pro 订阅只收海外卡，第三方代付方案少（不像 Cursor 有成熟代理）",[85,1172,1173,285,1175,1177,1178,1180],{},[37,1174,360],{},[42,1176,365],{"href":364},"（字节 IDE，国内访问无门槛）或 ",[42,1179,74],{"href":73},"（生态更成熟）",[22,1182,376],{"id":376},[199,1184,1185,1207],{},[202,1186,1187],{},[205,1188,1189,1191,1193,1197,1201],{},[208,1190,385],{},[208,1192,79],{},[208,1194,1195],{},[42,1196,74],{"href":73},[208,1198,1199],{},[42,1200,365],{"href":364},[208,1202,1203],{},[42,1204,1206],{"href":1205},"\u002Fcoding\u002Fide\u002Fzed.html","Zed",[221,1208,1209,1226,1240,1254,1268,1280,1293,1305],{},[205,1210,1211,1214,1217,1220,1223],{},[226,1212,1213],{},"Agent 模式",[226,1215,1216],{},"Cascade（激进）",[226,1218,1219],{},"Composer（保守）",[226,1221,1222],{},"类 Composer",[226,1224,1225],{},"ACP 协议接入",[205,1227,1228,1231,1234,1236,1238],{},[226,1229,1230],{},"补全速度",[226,1232,1233],{},"★★★★★ 自研模型",[226,1235,465],{},[226,1237,465],{},[226,1239,465],{},[205,1241,1242,1244,1247,1249,1252],{},[226,1243,486],{},[226,1245,1246],{},"★★★★☆ 25 credits",[226,1248,432],{},[226,1250,1251],{},"★★★★★ 中国无限制",[226,1253,465],{},[205,1255,1256,1259,1261,1263,1266],{},[226,1257,1258],{},"Pro 价格",[226,1260,1023],{},[226,1262,245],{},[226,1264,1265],{},"国内免费",[226,1267,245],{},[205,1269,1270,1272,1274,1276,1278],{},[226,1271,501],{},[226,1273,432],{},[226,1275,432],{},[226,1277,462],{},[226,1279,432],{},[205,1281,1282,1285,1287,1289,1291],{},[226,1283,1284],{},"多文件改动激进度",[226,1286,462],{},[226,1288,465],{},[226,1290,465],{},[226,1292,432],{},[205,1294,1295,1297,1299,1301,1303],{},[226,1296,456],{},[226,1298,465],{},[226,1300,462],{},[226,1302,465],{},[226,1304,465],{},[205,1306,1307,1310,1313,1315,1317],{},[226,1308,1309],{},"生态（VS Code 扩展）",[226,1311,1312],{},"★★★★★ fork",[226,1314,1312],{},[226,1316,1312],{},[226,1318,1319],{},"★★★☆☆ 自家",[34,1321,1322,285],{},[37,1323,1324],{},"选 Windsurf 如果你",[82,1326,1327,1330,1333,1336],{},[85,1328,1329],{},"看重补全速度 + 多文件 Agent 的激进度",[85,1331,1332],{},"海外开发者 \u002F 已经能搞定支付和网络",[85,1334,1335],{},"免费档已经够用、不想付费",[85,1337,1338],{},"跑 Cursor 卡顿，想换个推理基础设施",[34,1340,1341,285],{},[37,1342,1343],{},"别选 Windsurf 如果你",[82,1345,1346,1350,1356,1365],{},[85,1347,548,1348,542],{},[42,1349,365],{"href":364},[85,1351,1352,1353,1355],{},"重度使用 + 预算敏感（credit 制不划算，",[42,1354,74],{"href":73}," 月费固定）",[85,1357,1358,1359,75,1361,542],{},"终端原生使用者（",[42,1360,402],{"href":401},[42,1362,1364],{"href":1363},"\u002Fcoding\u002Fcli\u002Faider.html","Aider",[85,1366,1367,1368,542],{},"完全开源洁癖（",[42,1369,1371],{"href":1370},"\u002Fcoding\u002Fagent\u002Fcontinue.html","Continue.dev",[22,1373,556],{"id":556},[82,1375,1376,1382,1392,1402,1412,1424,1430],{},[85,1377,1378,1381],{},[37,1379,1380],{},"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",[85,1383,1384,1387,1388,1391],{},[37,1385,1386],{},"Cascade 比 Composer 更敢动手","：写得激进的同时",[37,1389,1390],{},"犯错也更多","，commit 频率要拉高，方便回滚",[85,1393,1394,1397,1398,1401],{},[37,1395,1396],{},"多窗口隔离","：根据 ",[42,1399,1080],{"href":1078,"rel":1400},[290]," 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",[85,1403,1404,285,1407,1411],{},[37,1405,1406],{},"Cascade 写文件失败的\"flaky\"",[42,1408,1410],{"href":910,"rel":1409},[290],"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",[85,1413,1414,1417,1418,1420,1421,1423],{},[37,1415,1416],{},"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 ",[185,1419,827],{}," 命令要改为 ",[185,1422,831],{},"，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",[85,1425,1426,1429],{},[37,1427,1428],{},"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",[85,1431,1432,1435],{},[37,1433,1434],{},"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",[22,1437,605],{"id":604},[34,1439,608],{},[82,1441,1442,1448,1451,1454,1457],{},[85,1443,1444,1445,1447],{},"想用比 ",[42,1446,74],{"href":73}," 更激进的 Agent 模式",[85,1449,1450],{},"重视补全的瞬时响应",[85,1452,1453],{},"海外开发者 \u002F 能稳定上代理",[85,1455,1456],{},"VS Code 用户想\"原地升级\"",[85,1458,1459],{},"团队规模中小（5-20 人），SSO 需求",[34,1461,625],{},[82,1463,1464,1469,1473,1476],{},[85,1465,639,1466,1468],{},[42,1467,365],{"href":364}," 更顺）",[85,1470,644,1471,542],{},[42,1472,402],{"href":401},[85,1474,1475],{},"需要私有部署 \u002F 数据不出网",[85,1477,1478],{},"反对一切 credit 制",[22,1480,649],{"id":649},[82,1482,1483,1494,1506,1518],{},[85,1484,1485,1486,75,1490],{},"最新资讯：",[42,1487,1489],{"href":1488},"\u002Fnews\u002F2026\u002Fwindsurf-devin-desktop.html","Windsurf 更名 Devin Desktop，Cascade 退役",[42,1491,1493],{"href":1492},"\u002Fnews\u002F2026\u002Fwindsurf-acquisition.html","Windsurf 被 Cognition 收购始末",[85,1495,654,1496,75,1498,75,1500,75,1502,75,1504],{},[42,1497,74],{"href":73},[42,1499,365],{"href":364},[42,1501,1206],{"href":1205},[42,1503,402],{"href":401},[42,1505,121],{"href":120},[85,1507,667,1508,75,1510,75,1514],{},[42,1509,671],{"href":670},[42,1511,1513],{"href":1512},"\u002Fwiki\u002Fvibe-coding.html","Vibe Coding",[42,1515,1517],{"href":1516},"\u002Fwiki\u002Ffunction-calling.html","Function Calling",[85,1519,682,1520,75,1524,75,1528],{},[42,1521,1523],{"href":1522},"\u002Fmodels\u002Fgpt-5-6.html","GPT-5.6",[42,1525,1527],{"href":1526},"\u002Fmodels\u002Fclaude-sonnet-5.html","Claude Sonnet 5",[42,1529,1531],{"href":1530},"\u002Fmodels\u002Fdeepseek-v4.html","DeepSeek V4",[22,1533,692],{"id":692},[82,1535,1536,1542,1548],{},[85,1537,697,1538],{},[42,1539,1540],{"href":1540,"rel":1541},"https:\u002F\u002Fwindsurf.com",[290],[85,1543,1544,1545],{},"Cascade 文档：",[42,1546,888],{"href":888,"rel":1547},[290],[85,1549,1550],{},"第三方评测：vibecoding.app \u002F eesel.ai \u002F openaitoolshub.org \u002F pecollective.com",[34,1552,1553,1554,712],{},"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 ",[42,1555,711],{"href":710},[714,1557,1558],{},"html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}html pre.shiki code .sScJk, 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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。",[743,744],{},"\u002Ftools\u002Fcoding\u002Fide\u002Fwindsurf",[749,750,751],[1583,1586,1589,1591],{"plan":228,"price":231,"limit":1584,"cn_pay":496,"note":1585},"25 credits\u002F月，Cascade 基础访问","比 Cursor Free 体感强",{"plan":1020,"price":1023,"limit":1587,"cn_pay":757,"note":1588},"500 credits\u002F月，多模型","比 Cursor 便宜 $5",{"plan":1034,"price":1037,"limit":1590,"cn_pay":760,"note":1043},"更高 credit + SSO",{"plan":1048,"price":1051,"limit":1592,"cn_pay":496,"note":1593},"VPC \u002F 审计 \u002F SOC2","大企业","Free 25 credits \u002F Pro $15\u002Fmo 500 credits \u002F Team $30\u002Fseat","2026-06-18",[1597,1598,1599,1600],"cursor-deep-review","cursor-vs-windsurf-vs-trae","trae-deep-review","windsurf-deep-review",{"power":766,"ux":766,"price":767,"cn_support":718,"stability":767},{"title":791,"description":1577},[1604,1606,1608,1611,1613,1615,1617],{"title":1605,"url":1540},"Windsurf 官方",{"title":1607,"url":888},"Cascade 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