[{"data":1,"prerenderedAt":1551},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"compare-cline-vs-windsurf":9,"compare-a-cline":10,"compare-b-windsurf":667},{"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":18,"body":25,"category":571,"chinese_friendly":572,"cover":573,"description":574,"domestic":575,"extension":576,"faq":577,"free":575,"github":527,"languages":593,"lastVerified":9,"meta":596,"models":597,"navigation":603,"notSuitable":604,"opensource":603,"path":608,"pillar":609,"platforms":610,"priceTable":614,"pricing":627,"published":628,"relatedPlaybooks":629,"relatedReviews":632,"score":636,"self_host":603,"seo":638,"seoTitle":9,"slug":639,"sources":640,"stem":649,"suitable":650,"tagline":656,"tags":657,"updated":664,"verdict":665,"website":519,"__hash__":666},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Fcline.md","Cline",[14,15,16,17],"coding\u002Fcli\u002Froo-code","coding\u002Fcli\u002Faider","coding\u002Fcli\u002Fclaude-code","coding\u002Fide\u002Fcursor",[19,20,21,22,23,24],"openai","anthropic","openrouter","bedrock","vertex","ollama",{"type":26,"value":27,"toc":553},"minimark",[28,33,55,58,61,93,96,99,154,159,170,174,180,185,222,225,229,240,244,247,251,261,264,399,402,464,468,475,478,509,512,543],[29,30,32],"h2",{"id":31},"tldr","TL;DR",[34,35,40,52],"div",{"className":36},[37,38,39],"card","p-5","my-4",[41,42,43,47,48,51],"p",{},[44,45,46],"strong",{},"一句话："," Cline 是 VS Code 里的开源 AI Agent 插件（Apache-2.0，58k+ stars），",[44,49,50],{},"BYOK 模式 + Plan-then-Act 工作流 + 每步审批 + 最大 MCP 生态","，定位为「谨慎派」的标杆。",[41,53,54],{},"不订阅、不抽成，你直接付 API 钱；成本敏感的人可以接 DeepSeek V4 Pro（输入 $0.435 \u002F 1M token），把月费压到 Cursor 的几分之一。",[29,56,57],{"id":57},"它到底是个什么",[41,59,60],{},"Cline（原名 Claude Dev）是 VS Code 扩展商店里的开源 AI Agent。和 Cursor \u002F Trae 这种独立 IDE 不同，它就是个插件，你装上就用：",[62,63,64,71,77,87],"ul",{},[65,66,67,70],"li",{},[44,68,69],{},"形态","：VS Code 右侧栏开一个 Cline 面板，输入任务 → Plan → Act → 每步审批 → 直到完成。",[65,72,73,76],{},[44,74,75],{},"模型","：完全 BYOK（Bring Your Own Key）。OpenAI \u002F Anthropic \u002F OpenRouter \u002F Bedrock \u002F Vertex \u002F Ollama \u002F DeepSeek \u002F Qwen 全支持。",[65,78,79,82,83,86],{},[44,80,81],{},"MCP","：原生支持 MCP 协议，并维护一个",[44,84,85],{},"社区 Marketplace","——比 Cursor \u002F Claude Code 的 MCP 生态都大。",[65,88,89,92],{},[44,90,91],{},"开源","：Apache-2.0，可 fork \u002F 审计 \u002F 自部署，企业合规友好。",[41,94,95],{},"它和 Roo Code 共享同一个祖宗（Claude Dev），2024 分叉之后各走各路。Cline 更社区驱动（MCP Marketplace 是社区维护，Star 数高），Roo Code 更产品驱动（自带 Cloud Agents、Team Policy）。",[29,97,98],{"id":98},"价格",[100,101,102,117],"table",{},[103,104,105],"thead",{},[106,107,108,112,114],"tr",{},[109,110,111],"th",{},"档位",[109,113,98],{},[109,115,116],{},"说明",[118,119,120,132,143],"tbody",{},[106,121,122,126,129],{},[123,124,125],"td",{},"插件本体",[123,127,128],{},"免费",[123,130,131],{},"Apache-2.0 开源",[106,133,134,137,140],{},[123,135,136],{},"BYOK",[123,138,139],{},"按 API 计费",[123,141,142],{},"0 厂商抽成，付的钱全进 API 厂商口袋",[106,144,145,148,151],{},[123,146,147],{},"Cline Teams",[123,149,150],{},"询价",[123,152,153],{},"SSO + RBAC + 集中策略 + 审计 + 用量分析",[41,155,156],{},[44,157,158],{},"真实成本范例（参考）：",[62,160,161,164,167],{},[65,162,163],{},"Claude Sonnet 4.6 BYOK：$3 \u002F $15 per 1M token（input\u002Foutput），重度日用 $30-100\u002F月",[65,165,166],{},"DeepSeek V4 Pro BYOK：$0.435 \u002F $0.87 per 1M token，重度日用 $5-15\u002F月",[65,168,169],{},"Ollama 本地：$0（电费忽略），但需要 RTX 3090+ 才能跑 Qwen2.5-Coder 32B",[29,171,173],{"id":172},"真实任务实测基于公开素材归纳","真实任务实测（基于公开素材归纳）",[175,176,177],"blockquote",{},[41,178,179],{},"来源说明：以下场景为 Cline GitHub 文档与 Qodo \u002F Serenities AI 评测的工作流归纳。",[181,182,184],"h3",{"id":183},"任务-1让-cline-在陌生代码库里加-feature","任务 1：让 Cline 在陌生代码库里加 feature",[186,187,188,191,209,215],"ol",{},[65,189,190],{},"输入任务：\"在这个 Express 项目里加一个 \u002Fapi\u002Fusers\u002Fme endpoint\"",[65,192,193,196,197,201,202,201,205,208],{},[44,194,195],{},"Plan 阶段","：Cline 先读 ",[198,199,200],"code",{},"package.json"," + ",[198,203,204],{},"app.js",[198,206,207],{},"routes\u002F","，列出需要新建\u002F修改的文件",[65,210,211,214],{},[44,212,213],{},"Act 阶段","：每改一个文件、每跑一条命令都弹审批",[65,216,217,218,221],{},"完成后跑 ",[198,219,220],{},"npm test"," 验证",[41,223,224],{},"第一次用会觉得\"怎么这么多次点击\"，但在不熟悉的代码库里这就是安全网。",[181,226,228],{"id":227},"任务-2byok-切到-deepseek-压成本","任务 2：BYOK 切到 DeepSeek 压成本",[41,230,231,232,235,236,239],{},"设置里选 OpenAI-compatible，base URL 填 DeepSeek 的 endpoint（",[198,233,234],{},"https:\u002F\u002Fapi.deepseek.com","），key 填好，模型选 ",[198,237,238],{},"deepseek-coder","。同样任务从月费 $50 降到 $10 量级。质量略低于 Claude Sonnet 4.6，但对常规改动够用。",[181,241,243],{"id":242},"任务-3mcp-marketplace-装数据库-server","任务 3：MCP Marketplace 装数据库 server",[41,245,246],{},"Cline 面板 → MCP Marketplace → 装 Postgres MCP server → 配 connection string → 让 AI 直接查表、改 schema、跑 migration。这是 Cursor 也能做但生态没这么丰富的部分。",[29,248,250],{"id":249},"上手-5-分钟","上手 5 分钟",[252,253,259],"pre",{"className":254,"code":256,"language":257,"meta":258},[255],"language-text","1. VS Code Marketplace 搜 \"Cline\"，作者 saoudrizwan，安装\n2. 左侧栏点 Cline 图标 → Settings\n3. 选 API Provider（Anthropic \u002F OpenAI \u002F OpenRouter \u002F DeepSeek \u002F Ollama …）\n4. 填 API key，选模型\n5. 回到主面板，输入任务 → Plan → 审批 → Act\n6. 装 MCP server：Cline 面板顶部 \"MCP Servers\" → Marketplace\n","text","",[198,260,256],{"__ignoreMap":258},[29,262,263],{"id":263},"同类对比",[100,265,266,284],{},[103,267,268],{},[106,269,270,273,275,278,281],{},[109,271,272],{},"维度",[109,274,12],{},[109,276,277],{},"Roo Code",[109,279,280],{},"Cursor",[109,282,283],{},"Claude Code",[118,285,286,301,315,330,346,365,382],{},[106,287,288,290,293,295,298],{},[123,289,69],{},[123,291,292],{},"VS Code 插件",[123,294,292],{},[123,296,297],{},"独立 IDE",[123,299,300],{},"终端",[106,302,303,305,308,310,313],{},[123,304,91],{},[123,306,307],{},"Apache-2.0",[123,309,307],{},[123,311,312],{},"闭源",[123,314,312],{},[106,316,317,319,322,324,327],{},[123,318,136],{},[123,320,321],{},"✅",[123,323,321],{},[123,325,326],{},"部分",[123,328,329],{},"❌",[106,331,332,335,338,341,344],{},[123,333,334],{},"默认审批",[123,336,337],{},"每步",[123,339,340],{},"可配置",[123,342,343],{},"Accept All",[123,345,340],{},[106,347,348,351,357,360,363],{},[123,349,350],{},"MCP 生态",[123,352,353,356],{},[44,354,355],{},"最大","（Marketplace）",[123,358,359],{},"中",[123,361,362],{},"中（注册表 200+）",[123,364,359],{},[106,366,367,370,373,376,379],{},[123,368,369],{},"团队功能",[123,371,372],{},"Cline Teams（询价）",[123,374,375],{},"Cloud Team $99\u002F月",[123,377,378],{},"Teams $40\u002F用户\u002F月",[123,380,381],{},"Claude Team",[106,383,384,387,390,393,396],{},[123,385,386],{},"适合",[123,388,389],{},"谨慎派 + BYOK",[123,391,392],{},"Mode 切换重度 + Cloud Agent",[123,394,395],{},"GUI 全能",[123,397,398],{},"终端硬核",[29,400,401],{"id":401},"避坑清单",[186,403,404,410,424,434,440,446],{},[65,405,406,409],{},[44,407,408],{},"每步审批默认开","，新手会觉得烦——可在设置里把信任的工具加白名单（read_file \u002F list_dir 等）减少弹窗。",[65,411,412,415,416,419,420,423],{},[44,413,414],{},"BYOK 别填错 base URL","，DeepSeek \u002F 第三方 OpenAI 兼容端需要写对 ",[198,417,418],{},"https:\u002F\u002Fapi.deepseek.com\u002Fv1","，少 ",[198,421,422],{},"\u002Fv1"," 会 404。",[65,425,426,429,430,433],{},[44,427,428],{},"Plan 阶段读太多文件","，第一轮上下文容易吃光配额——大项目里加 ",[198,431,432],{},".clineignore"," 排除 node_modules \u002F dist。",[65,435,436,439],{},[44,437,438],{},"MCP server 装多了会拖慢启动","，VS Code 启动时会逐个连，配置 30+ 个 server 会明显卡顿，按需启用。",[65,441,442,445],{},[44,443,444],{},"OpenRouter \u002F 第三方代理 endpoint 偶尔抽风","，可以同时配 2 个 provider 互为备份。",[65,447,448,451,452,455,456,459,460,463],{},[44,449,450],{},"跨平台 path 问题","：Windows 下 Cline 跑的 shell 默认是 cmd 而非 git-bash，命令里 ",[198,453,454],{},"&&"," \u002F ",[198,457,458],{},"$HOME"," 等可能失败，配置改 ",[198,461,462],{},"terminal.integrated.defaultProfile.windows","。",[29,465,467],{"id":466},"适合-不适合","适合 \u002F 不适合",[41,469,470,471,474],{},"✅ BYOK 派（用 DeepSeek \u002F Qwen \u002F Ollama 压成本）；对 AI 自主性谨慎的人；需要大 MCP 生态；VS Code 用户；企业合规场景。",[472,473],"br",{},"\n❌ 嫌弃配置的人；需要 GUI Composer 体验；想要订阅制固定月费的人。",[29,476,477],{"id":477},"相关阅读",[62,479,480,488,495],{},[65,481,482,483],{},"配套 playbook：",[484,485,487],"a",{"href":486},"\u002Fplaybook\u002Fcline-vs-roo-code.html","Cline vs Roo Code 怎么选",[65,489,490,491],{},"同分类：",[484,492,494],{"href":493},"\u002Fcoding\u002Fcli\u002F","AI CLI 全分类",[65,496,497,498,501,502,501,506],{},"替代品：",[484,499,277],{"href":500},"\u002Fcoding\u002Fcli\u002Froo-code.html"," · ",[484,503,505],{"href":504},"\u002Fcoding\u002Fcli\u002Faider.html","Aider",[484,507,283],{"href":508},"\u002Fcoding\u002Fcli\u002Fclaude-code.html",[29,510,511],{"id":511},"来源",[62,513,514,522,529,536],{},[65,515,516,517],{},"官网：",[484,518,519],{"href":519,"rel":520},"https:\u002F\u002Fcline.bot",[521],"nofollow",[65,523,524,525],{},"GitHub：",[484,526,527],{"href":527,"rel":528},"https:\u002F\u002Fgithub.com\u002Fcline\u002Fcline",[521],[65,530,531,532],{},"Roo Code vs Cline（Serenities AI 2026）：",[484,533,534],{"href":534,"rel":535},"https:\u002F\u002Fserenitiesai.com\u002Farticles\u002Froo-code-vs-cline-ai-coding-2026",[521],[65,537,538,539],{},"Roo Code vs Cline（Qodo 2025-12）：",[484,540,541],{"href":541,"rel":542},"https:\u002F\u002Fwww.qodo.ai\u002Fblog\u002Froo-code-vs-cline",[521],[175,544,545],{},[41,546,547,548,552],{},"本卡片由 AIHO 编辑部根据以上公开资料整理，非厂商付费内容；定价与功能以官网为准，欢迎在 ",[484,549,551],{"href":550},"mailto:hello@aiho.net","反馈邮箱"," 反馈更新。",{"title":258,"searchDepth":554,"depth":554,"links":555},3,[556,558,559,560,565,566,567,568,569,570],{"id":31,"depth":557,"text":32},2,{"id":57,"depth":557,"text":57},{"id":98,"depth":557,"text":98},{"id":172,"depth":557,"text":173,"children":561},[562,563,564],{"id":183,"depth":554,"text":184},{"id":227,"depth":554,"text":228},{"id":242,"depth":554,"text":243},{"id":249,"depth":557,"text":250},{"id":263,"depth":557,"text":263},{"id":401,"depth":557,"text":401},{"id":466,"depth":557,"text":467},{"id":477,"depth":557,"text":477},{"id":511,"depth":557,"text":511},"cli",4,"\u002Fimg\u002Ftools\u002Fcline.webp","Cline 真实评测：原名 Claude Dev，Apache-2.0 开源 VS Code 扩展，58k+ stars，社区驱动的 MCP Marketplace；BYOK 模式接任意 LLM，Plan-then-Act 工作流 + 每步审批，安全感是最大卖点。",false,"md",[578,581,584,587,590],{"q":579,"a":580},"Cline 和 Roo Code 什么关系？","Roo Code 是 Cline 的 fork。两者共享祖宗 Claude Dev，2024 年分叉后各走各路：Cline 更社区驱动（MCP Marketplace 是社区维护），Roo Code 更产品驱动（自带 Cloud Agents、团队 Policy）。两个都 Apache-2.0，可同时装。",{"q":582,"a":583},"Cline 必须用 Claude 吗？","不必。BYOK 设计，OpenAI \u002F Anthropic \u002F OpenRouter \u002F Bedrock \u002F Vertex \u002F Ollama \u002F DeepSeek API 都能配。默认推荐 Claude Sonnet 4.6（autonomous coding 准确率最高），成本敏感场景上 DeepSeek V4 Pro（输入 $0.435 \u002F 输出 $0.87 per 1M token）。",{"q":585,"a":586},"Plan-then-Act 是什么？","Cline 接到任务后先 plan（列出要改的文件 + 命令 + 浏览器操作），再 act（每步执行前要你点 approve）。和 Cursor Composer 的 Accept All 不同——Cline 默认更谨慎，更适合不熟悉的代码库。",{"q":588,"a":589},"MCP Marketplace 是什么？","Cline 自带的 MCP server 市集，社区维护。装 server 后 AI 就能调那个外部工具（比如 Postgres \u002F Notion \u002F Stripe \u002F 自建 API）。截至 2026 已有数百个 MCP server。",{"q":591,"a":592},"国内能用吗？","插件本身没限制。模型 API 走国内厂商（DeepSeek \u002F Qwen \u002F Doubao）直连无需代理，走 Claude \u002F OpenAI 需稳定代理。",[594,595],"zh","en",{},[598,599,600,601,602],"claude-sonnet-4.6","claude-opus-4.6","deepseek-v3","qwen-coder","gpt-5",true,[605,606,607],"嫌弃配置的人（API key、模型、参数都要自己设）","需要 GUI 多文件 Composer 体验的人（Cline 更线性）","想要订阅制（每月固定成本）的人","\u002Ftools\u002Fcoding\u002Fcli\u002Fcline","coding",[611,612,613],"windows","macos","linux",[615,619,624],{"plan":125,"price":128,"limit":616,"cn_pay":617,"note":618},"Apache-2.0 开源，VS Code Marketplace 安装","—","0 厂商抽成",{"plan":620,"price":139,"limit":621,"cn_pay":622,"note":623},"BYOK 模式","接 OpenAI \u002F Anthropic \u002F OpenRouter \u002F Bedrock \u002F Vertex \u002F Ollama \u002F DeepSeek 等","看 API 厂商","完全自主成本",{"plan":147,"price":625,"limit":153,"cn_pay":617,"note":626},"$30\u002F用户\u002F月起（询价）","企业合规档","插件免费 \u002F BYOK 按 API 计费 \u002F Cline Teams 含 SSO+RBAC","2026-06-18",[630,631],"ai-coding\u002Fcline-vs-roo-code","ai-coding\u002Fbyok-cost-optimization",[633,634,635],"aider-deep-review","claude-code-deep-review","cline-deep-review",{"power":572,"ux":572,"price":637,"cn_support":572,"stability":572},5,{"title":12,"description":574},"coding\u002Fcli\u002Fcline",[641,643,645,647],{"title":642,"url":527},"Cline GitHub",{"title":644,"url":519},"Cline 官网",{"title":646,"url":534},"Roo Code vs Cline（Serenities AI 2026）",{"title":648,"url":541},"Roo Code vs Cline（Qodo 2025-12）","tools\u002Fcoding\u002Fcli\u002Fcline",[651,652,653,654,655],"BYOK 派（用 DeepSeek \u002F Qwen \u002F 自部署模型压成本）","对 AI 自主性紧张的人（每步审批模式可见性强）","需要 MCP 生态扩展（GitHub \u002F Database \u002F Slack 等）","VS Code 用户（不想换编辑器）","企业合规场景（开源 + 可审计）","VS Code 里的开源 AI Agent 插件，BYOK + MCP Marketplace",[658,659,660,661,662,663],"agent","vscode-plugin","opensource","byok","mcp-marketplace","plan-act","2026-06-24","BYOK 派的标杆。装在 VS Code 里、连任意 API、每步审批、行为可控、MCP 生态最大；适合谨慎派、企业合规场景，以及想用 DeepSeek \u002F Qwen 压成本的人。","KXdEfWj60UYHiZ2vqbySPVtPdjM3iDBJDAjEXDDYoUE",{"id":668,"title":669,"alternatives":670,"api_compatible":9,"body":673,"category":1494,"chinese_friendly":554,"cover":1495,"description":1496,"domestic":575,"extension":576,"faq":9,"free":575,"github":9,"languages":1497,"lastVerified":9,"meta":1498,"models":9,"navigation":603,"notSuitable":9,"opensource":575,"path":1499,"pillar":609,"platforms":1500,"priceTable":1501,"pricing":1515,"published":628,"relatedPlaybooks":9,"relatedReviews":1516,"score":1521,"self_host":575,"seo":1522,"seoTitle":9,"slug":1523,"sources":1524,"stem":1541,"suitable":9,"tagline":1542,"tags":1543,"updated":1547,"verdict":1548,"website":1549,"__hash__":1550},"tools\u002Ftools\u002Fcoding\u002Fide\u002Fwindsurf.md","Windsurf（已更名 Devin Desktop）",[17,671,672,639],"coding\u002Fide\u002Ftrae","coding\u002Fide\u002Fzed",{"type":26,"value":674,"toc":1477},[675,677,715,720,723,727,742,749,763,771,785,793,813,817,826,830,833,836,856,860,867,942,948,959,967,969,1017,1020,1041,1044,1077,1080,1225,1230,1244,1249,1277,1279,1341,1343,1346,1366,1369,1388,1390,1448,1450,1467,1473],[29,676,32],{"id":31},[34,678,680,710],{"className":679},[37,38,39],[41,681,682,685,686,689,690,693,694,697,698,701,702,705,706,709],{},[44,683,684],{},"⚠️ 重大变更（2026-06\u002F07）："," Windsurf 已于 ",[44,687,688],{},"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 ",[44,691,692],{},"Cascade 已于 2026-07-01 EOL","，由 Rust 重写的 ",[44,695,696],{},"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 ",[44,699,700],{},"ACP","（Zed 的 Agent Client Protocol，可跑 Codex \u002F Claude Agent \u002F OpenCode + Devin Local）。",[198,703,704],{},"surf"," 命令改为 ",[198,707,708],{},"devin-desktop","，定价不变，完整 IDE 能力保留。",[41,711,712,714],{},[44,713,46],{}," 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。",[175,716,717],{},[41,718,719],{},"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。",[29,721,722],{"id":722},"核心特性",[181,724,726],{"id":725},"devin-local接棒-cascade与原-cascade-引擎","Devin Local（接棒 Cascade）与原 Cascade 引擎",[175,728,729],{},[41,730,731,734,735,738,739,741],{},[44,732,733],{},"注意","：下文描述的 Cascade 已于 ",[44,736,737],{},"2026-07-01 EOL","，由 ",[44,740,696],{}," 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。",[41,743,744,745,748],{},"Cascade 曾是 Windsurf 对标 ",[484,746,280],{"href":747},"\u002Fcoding\u002Fide\u002Fcursor.html"," Composer 的多步骤 Agent。两种模式：",[62,750,751,757],{},[65,752,753,756],{},[44,754,755],{},"Write 模式","：让 Cascade 实际改代码，多文件编辑",[65,758,759,762],{},[44,760,761],{},"Chat 模式","：只问答，不动文件（适合代码理解）",[41,764,765,770],{},[484,766,769],{"href":767,"rel":768},"https:\u002F\u002Fdocs.devin.ai\u002Fwindsurf\u002Fplugins\u002Fcascade\u002Fcascade-overview",[521],"官方 Cascade 文档"," 公开的能力：",[62,772,773,776,779,782],{},[65,774,775],{},"每次 prompt 最多 25 次工具调用，超过 type \"continue\" 继续",[65,777,778],{},"内置工具：Search、Analyze、Web Search、Terminal、Voice Input",[65,780,781],{},"自动探测项目用的包管理器并装依赖",[65,783,784],{},"队列消息：Cascade 跑的时候你可以排队下一个指令",[41,786,787,792],{},[484,788,791],{"href":789,"rel":790},"https:\u002F\u002Fwww.eesel.ai\u002Fblog\u002Fwindsurf-overview",[521],"eesel AI 2026 评测"," 实测描述的 Cascade 特点：",[62,794,795,801,807],{},[65,796,797,800],{},[44,798,799],{},"多文件编辑","：rename 一个函数，跨整个项目同步更新调用点",[65,802,803,806],{},[44,804,805],{},"终端集成","：跑命令、读输出、看到 error 自动尝试修复",[65,808,809,812],{},[44,810,811],{},"迭代调试","：测试失败时不放弃，换个方法再试，循环到通过",[181,814,816],{"id":815},"supercomplete补全速度优势","Supercomplete：补全速度优势",[41,818,819,820,825],{},"Windsurf 自研补全模型，跑在自家推理基础设施上，",[484,821,824],{"href":822,"rel":823},"https:\u002F\u002Fpecollective.com\u002Ftools\u002Fwindsurf",[521],"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）。",[181,827,829],{"id":828},"flows上下文聊天","Flows：上下文聊天",[41,831,832],{},"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。",[181,834,835],{"id":835},"其他",[62,837,838,844,850],{},[65,839,840,843],{},[44,841,842],{},"Terminal AI","：用自然语言生成 shell 命令（\"重启 docker 并清缓存\"）",[65,845,846,849],{},[44,847,848],{},"Voice input","：Cmd\u002FCtrl+L 打开 Cascade，可以语音输入",[65,851,852,855],{},[44,853,854],{},"VS Code 扩展兼容","：因为是 VS Code fork，95%+ 的扩展可以直接装",[29,857,859],{"id":858},"价格与运行成本2026-切到-credit-制","价格与运行成本（2026 切到 credit 制）",[41,861,862,866],{},[484,863,865],{"href":822,"rel":864},[521],"PE Collective 2026-04 评测"," 描述的 credit 系统：",[100,868,869,884],{},[103,870,871],{},[106,872,873,876,878,881],{},[109,874,875],{},"套餐",[109,877,98],{},[109,879,880],{},"Credits",[109,882,883],{},"备注",[118,885,886,900,914,928],{},[106,887,888,891,894,897],{},[123,889,890],{},"Free",[123,892,893],{},"$0",[123,895,896],{},"25 credits\u002F月",[123,898,899],{},"比 Cursor Free 体感更可用",[106,901,902,905,908,911],{},[123,903,904],{},"Pro",[123,906,907],{},"$15\u002F月",[123,909,910],{},"500 credits\u002F月",[123,912,913],{},"比 Cursor Pro 便宜 $5",[106,915,916,919,922,925],{},[123,917,918],{},"Team",[123,920,921],{},"$30\u002Fseat\u002F月",[123,923,924],{},"更多 credits + SSO + 中央账单",[123,926,927],{},"中小团队",[106,929,930,933,936,939],{},[123,931,932],{},"Enterprise",[123,934,935],{},"联系销售",[123,937,938],{},"定制",[123,940,941],{},"大企业 \u002F 合规",[41,943,944,947],{},[44,945,946],{},"Credit 消耗规则（社区共识，非官方明示）","：",[62,949,950,953,956],{},[65,951,952],{},"Cascade 一次 Write 调用 = 1+ credits（依赖模型 + 工具调用数）",[65,954,955],{},"用 GPT-4 \u002F Claude Opus 等 premium 模型 = credit 倍数高",[65,957,958],{},"自带补全（Supercomplete）= 不算 credits",[41,960,961,966],{},[484,962,965],{"href":963,"rel":964},"https:\u002F\u002Fwww.openaitoolshub.org\u002Fen\u002Fblog\u002Fwindsurf-editor-review",[521],"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。",[29,968,250],{"id":249},[252,970,974],{"className":971,"code":972,"language":973,"meta":258,"style":258},"language-bash shiki shiki-themes github-light github-dark","# macOS\nbrew install --cask windsurf\n\n# Windows \u002F Linux\n# 去 https:\u002F\u002Fwindsurf.com 下载安装包\n","bash",[198,975,976,985,1002,1007,1012],{"__ignoreMap":258},[977,978,981],"span",{"class":979,"line":980},"line",1,[977,982,984],{"class":983},"sJ8bj","# macOS\n",[977,986,987,991,995,999],{"class":979,"line":557},[977,988,990],{"class":989},"sScJk","brew",[977,992,994],{"class":993},"sZZnC"," install",[977,996,998],{"class":997},"sj4cs"," --cask",[977,1000,1001],{"class":993}," windsurf\n",[977,1003,1004],{"class":979,"line":554},[977,1005,1006],{"emptyLinePlaceholder":603},"\n",[977,1008,1009],{"class":979,"line":572},[977,1010,1011],{"class":983},"# Windows \u002F Linux\n",[977,1013,1014],{"class":979,"line":637},[977,1015,1016],{"class":983},"# 去 https:\u002F\u002Fwindsurf.com 下载安装包\n",[41,1018,1019],{},"打开后：",[186,1021,1022,1025,1028,1035,1038],{},[65,1023,1024],{},"用 GitHub \u002F Google 账号登录（国内可能需要代理过验证）",[65,1026,1027],{},"选择主题（VS Code 用户零迁移成本）",[65,1029,1030,1031,1034],{},"打开项目目录 → ",[198,1032,1033],{},"Cmd\u002FCtrl+L"," 调出 Cascade",[65,1036,1037],{},"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\"",[65,1039,1040],{},"等 Cascade 索引完（几十秒到几分钟，看项目大小）",[29,1042,1043],{"id":1043},"国内使用注意事项",[186,1045,1046,1052,1058,1064],{},[65,1047,1048,1051],{},[44,1049,1050],{},"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",[65,1053,1054,1057],{},[44,1055,1056],{},"网络","：模型推理在境外，没代理时 Cascade 会卡顿到不可用",[65,1059,1060,1063],{},[44,1061,1062],{},"支付","：Pro 订阅只收海外卡，第三方代付方案少（不像 Cursor 有成熟代理）",[65,1065,1066,947,1069,1073,1074,1076],{},[44,1067,1068],{},"替代路径",[484,1070,1072],{"href":1071},"\u002Fcoding\u002Fide\u002Ftrae.html","Trae","（字节 IDE，国内访问无门槛）或 ",[484,1075,280],{"href":747},"（生态更成熟）",[29,1078,1079],{"id":1079},"与同类怎么选",[100,1081,1082,1105],{},[103,1083,1084],{},[106,1085,1086,1088,1091,1095,1099],{},[109,1087,272],{},[109,1089,1090],{},"Windsurf",[109,1092,1093],{},[484,1094,280],{"href":747},[109,1096,1097],{},[484,1098,1072],{"href":1071},[109,1100,1101],{},[484,1102,1104],{"href":1103},"\u002Fcoding\u002Fide\u002Fzed.html","Zed",[118,1106,1107,1124,1139,1155,1170,1184,1197,1210],{},[106,1108,1109,1112,1115,1118,1121],{},[123,1110,1111],{},"Agent 模式",[123,1113,1114],{},"Cascade（激进）",[123,1116,1117],{},"Composer（保守）",[123,1119,1120],{},"类 Composer",[123,1122,1123],{},"ACP 协议接入",[106,1125,1126,1129,1132,1135,1137],{},[123,1127,1128],{},"补全速度",[123,1130,1131],{},"★★★★★ 自研模型",[123,1133,1134],{},"★★★★☆",[123,1136,1134],{},[123,1138,1134],{},[106,1140,1141,1144,1147,1150,1153],{},[123,1142,1143],{},"免费档慷慨度",[123,1145,1146],{},"★★★★☆ 25 credits",[123,1148,1149],{},"★★★☆☆",[123,1151,1152],{},"★★★★★ 中国无限制",[123,1154,1134],{},[106,1156,1157,1160,1162,1165,1168],{},[123,1158,1159],{},"Pro 价格",[123,1161,907],{},[123,1163,1164],{},"$20\u002F月",[123,1166,1167],{},"国内免费",[123,1169,1164],{},[106,1171,1172,1175,1177,1179,1182],{},[123,1173,1174],{},"国内可用性",[123,1176,1149],{},[123,1178,1149],{},[123,1180,1181],{},"★★★★★",[123,1183,1149],{},[106,1185,1186,1189,1191,1193,1195],{},[123,1187,1188],{},"多文件改动激进度",[123,1190,1181],{},[123,1192,1134],{},[123,1194,1134],{},[123,1196,1149],{},[106,1198,1199,1202,1204,1206,1208],{},[123,1200,1201],{},"稳定性",[123,1203,1134],{},[123,1205,1181],{},[123,1207,1134],{},[123,1209,1134],{},[106,1211,1212,1215,1218,1220,1222],{},[123,1213,1214],{},"生态（VS Code 扩展）",[123,1216,1217],{},"★★★★★ fork",[123,1219,1217],{},[123,1221,1217],{},[123,1223,1224],{},"★★★☆☆ 自家",[41,1226,1227,947],{},[44,1228,1229],{},"选 Windsurf 如果你",[62,1231,1232,1235,1238,1241],{},[65,1233,1234],{},"看重补全速度 + 多文件 Agent 的激进度",[65,1236,1237],{},"海外开发者 \u002F 已经能搞定支付和网络",[65,1239,1240],{},"免费档已经够用、不想付费",[65,1242,1243],{},"跑 Cursor 卡顿，想换个推理基础设施",[41,1245,1246,947],{},[44,1247,1248],{},"别选 Windsurf 如果你",[62,1250,1251,1257,1263,1270],{},[65,1252,1253,1254,1256],{},"国内 + 不想折腾代理（去 ",[484,1255,1072],{"href":1071},"）",[65,1258,1259,1260,1262],{},"重度使用 + 预算敏感（credit 制不划算，",[484,1261,280],{"href":747}," 月费固定）",[65,1264,1265,1266,455,1268,1256],{},"终端原生使用者（",[484,1267,283],{"href":508},[484,1269,505],{"href":504},[65,1271,1272,1273,1256],{},"完全开源洁癖（",[484,1274,1276],{"href":1275},"\u002Fcoding\u002Fagent\u002Fcontinue.html","Continue.dev",[29,1278,401],{"id":401},[62,1280,1281,1287,1297,1307,1317,1329,1335],{},[65,1282,1283,1286],{},[44,1284,1285],{},"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",[65,1288,1289,1292,1293,1296],{},[44,1290,1291],{},"Cascade 比 Composer 更敢动手","：写得激进的同时",[44,1294,1295],{},"犯错也更多","，commit 频率要拉高，方便回滚",[65,1298,1299,1302,1303,1306],{},[44,1300,1301],{},"多窗口隔离","：根据 ",[484,1304,965],{"href":963,"rel":1305},[521]," 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",[65,1308,1309,947,1312,1316],{},[44,1310,1311],{},"Cascade 写文件失败的\"flaky\"",[484,1313,1315],{"href":789,"rel":1314},[521],"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",[65,1318,1319,1322,1323,1325,1326,1328],{},[44,1320,1321],{},"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 ",[198,1324,704],{}," 命令要改为 ",[198,1327,708],{},"，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",[65,1330,1331,1334],{},[44,1332,1333],{},"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",[65,1336,1337,1340],{},[44,1338,1339],{},"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",[29,1342,467],{"id":466},[41,1344,1345],{},"✅ 适合：",[62,1347,1348,1354,1357,1360,1363],{},[65,1349,1350,1351,1353],{},"想用比 ",[484,1352,280],{"href":747}," 更激进的 Agent 模式",[65,1355,1356],{},"重视补全的瞬时响应",[65,1358,1359],{},"海外开发者 \u002F 能稳定上代理",[65,1361,1362],{},"VS Code 用户想\"原地升级\"",[65,1364,1365],{},"团队规模中小（5-20 人），SSO 需求",[41,1367,1368],{},"❌ 不适合：",[62,1370,1371,1377,1382,1385],{},[65,1372,1373,1374,1376],{},"国内首选 IDE（",[484,1375,1072],{"href":1071}," 更顺）",[65,1378,1379,1380,1256],{},"终端工作流为主（",[484,1381,283],{"href":508},[65,1383,1384],{},"需要私有部署 \u002F 数据不出网",[65,1386,1387],{},"反对一切 credit 制",[29,1389,477],{"id":477},[62,1391,1392,1403,1418,1433],{},[65,1393,1394,1395,455,1399],{},"最新资讯：",[484,1396,1398],{"href":1397},"\u002Fnews\u002F2026\u002Fwindsurf-devin-desktop.html","Windsurf 更名 Devin Desktop，Cascade 退役",[484,1400,1402],{"href":1401},"\u002Fnews\u002F2026\u002Fwindsurf-acquisition.html","Windsurf 被 Cognition 收购始末",[65,1404,1405,1406,455,1408,455,1410,455,1412,455,1414],{},"同类对比：",[484,1407,280],{"href":747},[484,1409,1072],{"href":1071},[484,1411,1104],{"href":1103},[484,1413,283],{"href":508},[484,1415,1417],{"href":1416},"\u002Fcoding\u002Fcopilot\u002Fgithub-copilot.html","GitHub Copilot",[65,1419,1420,1421,455,1425,455,1429],{},"概念：",[484,1422,1424],{"href":1423},"\u002Fwiki\u002Fai-agent.html","AI Agent",[484,1426,1428],{"href":1427},"\u002Fwiki\u002Fvibe-coding.html","Vibe Coding",[484,1430,1432],{"href":1431},"\u002Fwiki\u002Ffunction-calling.html","Function Calling",[65,1434,1435,1436,455,1440,455,1444],{},"模型：",[484,1437,1439],{"href":1438},"\u002Fmodels\u002Fgpt-5-6.html","GPT-5.6",[484,1441,1443],{"href":1442},"\u002Fmodels\u002Fclaude-sonnet-5.html","Claude Sonnet 5",[484,1445,1447],{"href":1446},"\u002Fmodels\u002Fdeepseek-v4.html","DeepSeek V4",[29,1449,511],{"id":511},[62,1451,1452,1458,1464],{},[65,1453,516,1454],{},[484,1455,1456],{"href":1456,"rel":1457},"https:\u002F\u002Fwindsurf.com",[521],[65,1459,1460,1461],{},"Cascade 文档：",[484,1462,767],{"href":767,"rel":1463},[521],[65,1465,1466],{},"第三方评测：vibecoding.app \u002F eesel.ai \u002F openaitoolshub.org \u002F pecollective.com",[41,1468,1469,1470,1472],{},"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 ",[484,1471,551],{"href":550}," 反馈。",[1474,1475,1476],"style",{},"html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html .default .shiki span {color: var(--shiki-default);background: 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对比、避坑指南。",[594,595],{},"\u002Ftools\u002Fcoding\u002Fide\u002Fwindsurf",[611,612,613],[1502,1505,1509,1512],{"plan":890,"price":893,"limit":1503,"cn_pay":617,"note":1504},"25 credits\u002F月，Cascade 基础访问","比 Cursor Free 体感强",{"plan":904,"price":907,"limit":1506,"cn_pay":1507,"note":1508},"500 credits\u002F月，多模型","⚠️ 需海外卡","比 Cursor 便宜 $5",{"plan":918,"price":921,"limit":1510,"cn_pay":1511,"note":927},"更高 credit + SSO","⚠️",{"plan":932,"price":935,"limit":1513,"cn_pay":617,"note":1514},"VPC \u002F 审计 \u002F SOC2","大企业","Free 25 credits \u002F Pro $15\u002Fmo 500 credits \u002F Team $30\u002Fseat",[1517,1518,1519,1520],"cursor-deep-review","cursor-vs-windsurf-vs-trae","trae-deep-review","windsurf-deep-review",{"power":637,"ux":637,"price":572,"cn_support":554,"stability":572},{"title":669,"description":1496},"coding\u002Fide\u002Fwindsurf",[1525,1527,1529,1532,1534,1536,1538],{"title":1526,"url":1456},"Windsurf 官方",{"title":1528,"url":767},"Cascade 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