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Cursor 是当前 AI IDE 综合体验的天花板。Composer 的多文件改写、Tab 的连续预测、@-symbol 的上下文召回三件套，加上 2026 年加上的 Cloud Agents 和 Bugbot，使「让 AI 真的写一段能跑的代码」这件事比纯插件方案高一个量级。",[31,616,617,620,621,624,625,628,629,632],{},[47,618,619],{},"2026 年最大变化：SpaceX 以 600 亿美元全股票收购 Cursor 母公司 Anysphere","（2026-06-16 签约，预计 Q3 交割）。收购带来 Colossus 超算算力与 xAI 联合训练——自研模型 ",[47,622,623],{},"Composer 2.5"," 与低价的 ",[47,626,627],{},"Grok 4.5","（用 Cursor 会话数据训练）先后落地，降低了对 Anthropic\u002FOpenAI 的依赖。当前版本已迭代到 ",[47,630,631],{},"3.11","。",[31,634,635,636,639,640,639,643,639,646,649],{},"代价是：",[47,637,638],{},"$20\u002F月起","、",[47,641,642],{},"国内访问不稳",[47,644,645],{},"2025-06 之后按 token 计费",[47,647,648],{},"频繁切 IP 容易封号","。重度用户月底真的会超额。",[26,651,652],{"id":652},"它到底是个什么",[31,654,655],{},"Cursor 是 VS Code 的 fork（不是插件，是独立编辑器），整套 UI \u002F 快捷键 \u002F 插件生态完全继承，但把 AI 当成一等公民重写了所有交互层。如果你今天用 VS Code，切到 Cursor 5 分钟就能上手，所有 keybindings \u002F 主题 \u002F 扩展都直接迁移。",[31,657,658,659,662],{},"它的护城河不是某一个 feature，而是",[47,660,661],{},"三件套乘以工程化","：",[234,664,665,679,685],{},[44,666,667,670,671,675,676,678],{},[47,668,669],{},"Composer","（",[672,673,674],"code",{},"Cmd\u002FCtrl + I","）— 多文件 Agent，看完整个仓库后做 plan-then-act 改写；现在的 ",[47,677,623],{}," 是 Cursor 自研模型（85%+ 自主研发，以 Kimi K2.5 为底），已能在文件树尺度做重构。",[44,680,681,684],{},[47,682,683],{},"Tab 补全"," — 不只是补当前行，而是预测你的下一步光标位置 + 多行 diff。收购 Supermaven 后补全采纳率达 72%，是 GitHub Copilot 没追上的部分。",[44,686,687,690,691,694,695,698,699,702,703,706],{},[47,688,689],{},"@-symbol 上下文"," — ",[672,692,693],{},"@codebase"," 自动召回相关文件、",[672,696,697],{},"@docs"," 引外部文档、",[672,700,701],{},"@web"," 联网搜、",[672,704,705],{},"@git"," 看 diff，相当于 RAG + 工具调用都内嵌好了。",[31,708,709,710,713,714,717,718,721],{},"2026 年另加两件大件：",[47,711,712],{},"Cloud Agents","（云端 VM 跑长任务，3.5 起最多 10 个并行，",[672,715,716],{},"\u002Fmultitask"," 可拆最多 8 个子 Agent 各自独立 Git 分支）和 ",[47,719,720],{},"Bugbot","（PR 自动审查 + 自动 fix 提交）。",[31,723,724,727],{},[47,725,726],{},"版本迭代速度极快","：3.0（4 月，Agents Window 成主界面）→ 3.5（5-20，Cloud Agents 并行）→ 3.9（6-30，团队市场加入 MCP 与组织）→ 3.10（7-10，Side Chats + 对话搜索）→ 3.11（7-17，Slack 集成改进）；iOS 版 Cursor Mobile 已于 6-29 上线。",[26,729,731],{"id":730},"价格-计费重点","价格 & 计费（重点）",[31,733,734],{},"2025-06 起 Cursor 从「请求数」改成「按 token 配额」，引发过一轮社区反弹。当前的逻辑：",[41,736,737,744,751],{},[44,738,739,740,743],{},"每档套餐有",[47,741,742],{},"包含的美元额度","，按底层模型 API 价折算。",[44,745,746,747,750],{},"超出后",[47,748,749],{},"按需续费","（on-demand），月底结算。",[44,752,753],{},"重模型 \u002F 长上下文 \u002F MAX 模式吃额度最快。",[31,755,756,759,760,763,766,767,769,772],{},[47,757,758],{},"Pro $20\u002F月","：日常 Agent 使用够；如果天天 Composer + Background Agents，月底会冲到额度上限。",[761,762],"br",{},[47,764,765],{},"Pro+ \u002F Ultra","：$60+ \u002F $200\u002F月，给天天跑 Agent 的开发者。",[761,768],{},[47,770,771],{},"Teams $40\u002F用户\u002F月","：除了用量，主要买的是团队 Rules \u002F Skills 共享、团队级 Bugbot、SSO、隐私模式。",[31,774,775],{},"国内付款：结账页选 Alipay，可走支付宝。",[26,777,779],{"id":778},"真实任务实测基于公开示例归纳","真实任务实测（基于公开示例归纳）",[180,781,782],{},[31,783,784],{},"来源说明：以下场景为 Cursor 官方 Composer 文档与公开 YouTube 实测视频常见演示流程的整合，非 AIHO 编辑部全程亲测，仅作为「能不能干」的参考。",[786,787,789],"h3",{"id":788},"任务-1重构一个-800-行的-react-组件","任务 1：重构一个 800 行的 React 组件",[31,791,792,795,796,798],{},[672,793,794],{},"Cmd+I"," → \"把这个组件按业务拆 3 个子组件，提取自定义 hook\" → Composer 列出涉及文件 + 新建 hook → Accept All。",[761,797],{},"\n经验值：90 秒级别能跑完，约 18k input \u002F 6k output token；import 路径偶尔错一两行，需手动改。",[786,800,802],{"id":801},"任务-2跨仓库引用查找","任务 2：跨仓库引用查找",[31,804,805,807,808,698,810,812],{},[672,806,693],{}," 在 50k+ 行项目里召回相关文件、",[672,809,697],{},[672,811,701],{}," 联网搜。多数同类工具还停留在\"开个文件让 AI 看\"。",[786,814,816],{"id":815},"任务-3mcp-接入","任务 3：MCP 接入",[31,818,819,822],{},[672,820,821],{},"~\u002F.cursor\u002Fmcp.json"," 配 GitHub \u002F Linear \u002F Slack 或自建 MCP server，让 Agent 能直接调外部工具。2026-05 社区 MCP 注册表已超 200 个。",[26,824,826],{"id":825},"上手-5-分钟","上手 5 分钟",[828,829,833],"pre",{"className":830,"code":831,"language":832,"meta":489,"style":489},"language-bash shiki shiki-themes github-light github-dark","# 1. 下载安装：https:\u002F\u002Fcursor.com\u002Fdownload\n# 2. 用 GitHub \u002F Google 登录\n# 3. 一键导入 VS Code 设置：Cmd+Shift+P → Cursor: Import VS Code Settings\n# 4. 打开任意项目 → Cmd+I 试 Composer\n# 5. 项目根目录新建 .cursor\u002Frules\u002Fmain.mdc，写下项目约定（技术栈、目录、命名）\n","bash",[672,834,835,844,849,854,859],{"__ignoreMap":489},[836,837,840],"span",{"class":838,"line":839},"line",1,[836,841,843],{"class":842},"sJ8bj","# 1. 下载安装：https:\u002F\u002Fcursor.com\u002Fdownload\n",[836,845,846],{"class":838,"line":493},[836,847,848],{"class":842},"# 2. 用 GitHub \u002F Google 登录\n",[836,850,851],{"class":838,"line":490},[836,852,853],{"class":842},"# 3. 一键导入 VS Code 设置：Cmd+Shift+P → Cursor: Import VS Code Settings\n",[836,855,856],{"class":838,"line":565},[836,857,858],{"class":842},"# 4. 打开任意项目 → Cmd+I 试 Composer\n",[836,860,861],{"class":838,"line":504},[836,862,863],{"class":842},"# 5. 项目根目录新建 .cursor\u002Frules\u002Fmain.mdc，写下项目约定（技术栈、目录、命名）\n",[26,865,866],{"id":866},"同类对比",[98,868,869,885],{},[101,870,871],{},[104,872,873,875,877,880,883],{},[107,874,265],{},[107,876,270],{},[107,878,879],{},"Claude Code",[107,881,882],{},"GitHub Copilot",[107,884,276],{},[120,886,887,902,918,934,951],{},[104,888,889,891,894,897,900],{},[125,890,283],{},[125,892,893],{},"VS Code fork",[125,895,896],{},"终端 CLI",[125,898,899],{},"VS Code 插件",[125,901,893],{},[104,903,904,906,909,912,915],{},[125,905,112],{},[125,907,908],{},"$20\u002F月起 + 用量",[125,910,911],{},"包含在 Claude.ai $20\u002F月 \u002F Max",[125,913,914],{},"$10\u002F月",[125,916,917],{},"免费（国内版）\u002F $10\u002F月（国际 Pro）",[104,919,920,923,926,928,931],{},[125,921,922],{},"国内访问",[125,924,925],{},"需稳定代理",[125,927,925],{},[125,929,930],{},"需代理",[125,932,933],{},"国内版直连",[104,935,936,939,942,945,948],{},[125,937,938],{},"Agent 形态",[125,940,941],{},"Composer + Cloud Agents",[125,943,944],{},"全终端",[125,946,947],{},"Agent Mode",[125,949,950],{},"Builder + SOLO",[104,952,953,956,959,962,965],{},[125,954,955],{},"适合",[125,957,958],{},"IDE-first 全栈",[125,960,961],{},"终端 \u002F 后端 \u002F DevOps",[125,963,964],{},"老 VS Code 党",[125,966,967],{},"国内 \u002F 中文场景",[180,969,970],{},[31,971,972],{},"一句话区分：Cursor 是「GUI 全能型」，Claude Code 是「终端硬核派」，Copilot 是「便宜稳定但天花板低」，Trae 是「国内能用的 Cursor 替代」。",[26,974,975],{"id":975},"避坑清单",[234,977,978,984,990,996,1002,1008],{},[44,979,980,983],{},[47,981,982],{},"不要在多个 IP \u002F 设备频繁切换登录","，2025 之后 Cursor 风控严，账号一冻 24 小时起。",[44,985,986,989],{},[47,987,988],{},"检查 usage 仪表盘","，Pro 用户每周看一次额度。开 MAX 模式跑长任务前，预估 token 量。",[44,991,992,995],{},[47,993,994],{},"Cursor Rules 写短而精","，把超过 2000 字的项目说明拆成多个 .mdc 文件，否则每轮上下文吃得太多。",[44,997,998,1001],{},[47,999,1000],{},"Composer 改大文件前先 commit","，Accept All 偶有 import 错位，git 是后悔药。",[44,1003,1004,1007],{},[47,1005,1006],{},"付费别走第三方账号","，官方明确表示只通过 cursor.com 直销，第三方账号可能被封。",[44,1009,1010,1013],{},[47,1011,1012],{},"国内信用卡如果被拒","，先开支付宝、再开 Stripe 友好的虚拟卡（Wise \u002F WildCard），别反复试同一张。",[26,1015,410],{"id":409},[31,1017,1018,1019,1021],{},"✅ 全栈开发者；习惯 VS Code 的人；多文件大改 \u002F Agent 长任务；已经在用 MCP 生态。",[761,1020],{},"\n❌ 国内纯内网开发；JetBrains 重度用户；预算敏感的学生；对 usage-based 计费敏感的人。",[26,1023,1025],{"id":1024},"市场地位2026-中","市场地位（2026 中）",[31,1027,1028,1029,1032,1033,1036],{},"Cursor 6 月初年化营收约 ",[47,1030,1031],{},"$4B","，服务 60% 财富 500 强，约 700 名员工。市占率从 2025-06 的 41% 回落到 2026-05 的 26%（",[439,1034,879],{"href":1035},"\u002Fcoding\u002Fcli\u002Fclaude-code.html"," 约占赛道一半），但 SpaceX 收购带来的算力与自研模型资源，让它在下半年的竞争中重新握有底牌。三方估算显示，Cursor 接 Sonnet 5 后端时 SWE-bench 约 65.7%，默认配置约 51.7%。",[26,1038,433],{"id":433},[41,1040,1041,1053,1060,1067],{},[44,1042,1043,1044,1048,1049],{},"最新资讯：",[439,1045,1047],{"href":1046},"\u002Fnews\u002F2026\u002Fspacex-acquires-cursor.html","SpaceX 600 亿美元收购 Cursor"," · ",[439,1050,1052],{"href":1051},"\u002Fnews\u002F2026\u002Fgrok-4-5-release.html","Grok 4.5 与 Cursor 联合训练",[44,1054,1055,1056],{},"配套 playbook：",[439,1057,1059],{"href":1058},"\u002Fplaybook\u002Fcursor-rules-best-practice.html","Cursor Rules 最佳实践",[44,1061,1062,1063],{},"同分类：",[439,1064,1066],{"href":1065},"\u002Fcoding\u002Fide\u002F","AI IDE 全分类",[44,1068,1069,1070,1048,1073,1048,1077],{},"替代品：",[439,1071,276],{"href":1072},"\u002Fcoding\u002Fide\u002Ftrae.html",[439,1074,1076],{"href":1075},"\u002Fcoding\u002Fide\u002Fwindsurf.html","Devin Desktop（原 Windsurf）",[439,1078,879],{"href":1035},[26,1080,463],{"id":463},[41,1082,1083,1090,1097,1104],{},[44,1084,1085,1086],{},"官方定价页：",[439,1087,1088],{"href":1088,"rel":1089},"https:\u002F\u002Fcursor.com\u002Fpricing",[473],[44,1091,1092,1093],{},"Composer 文档：",[439,1094,1095],{"href":1095,"rel":1096},"https:\u002F\u002Fdocs.cursor.com\u002Fcomposer",[473],[44,1098,1099,1100],{},"Cursor 3.5 Cloud Agents 公告：",[439,1101,1102],{"href":1102,"rel":1103},"https:\u002F\u002Fcursor.com\u002Fchangelog",[473],[44,1105,1106],{},"第三方评测：ZBuild 2026 评测、Flexprice Cursor pricing 解析、Codersera 3.5 完整指南",[180,1108,1109],{},[31,1110,1111,1112,1116],{},"本卡片由 AIHO 编辑部基于以上公开资料整理，非厂商付费内容；定价与功能以官网为准，欢迎在 ",[439,1113,1115],{"href":1114},"mailto:hello@aiho.net","反馈邮箱"," 反馈更新。",[1118,1119,1120],"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: 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 .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"title":489,"searchDepth":490,"depth":490,"links":1122},[1123,1124,1125,1126,1131,1132,1133,1134,1135,1136,1137],{"id":28,"depth":493,"text":29},{"id":652,"depth":493,"text":652},{"id":730,"depth":493,"text":731},{"id":778,"depth":493,"text":779,"children":1127},[1128,1129,1130],{"id":788,"depth":490,"text":789},{"id":801,"depth":490,"text":802},{"id":815,"depth":490,"text":816},{"id":825,"depth":493,"text":826},{"id":866,"depth":493,"text":866},{"id":975,"depth":493,"text":975},{"id":409,"depth":493,"text":410},{"id":1024,"depth":493,"text":1025},{"id":433,"depth":493,"text":433},{"id":463,"depth":493,"text":463},"\u002Fimg\u002Ftools\u002Fcursor.webp","Cursor 2026 真实评测：SpaceX 以 600 亿美元收购后的最强 AI IDE，基于 VS Code，支持 Composer 2.5 多文件改写、Cloud Agents、MCP、Claude Sonnet 5 \u002F GPT-5.6 \u002F Grok 4.5 多模型和 Bugbot。本文整理最新版本、价格、支付宝付款、国内网络风险、封号避坑，以及和 Trae、Devin Desktop、Claude Code 的选择建议。",[1141,1144,1147,1150,1153,1156],{"q":1142,"a":1143},"Cursor 国内能用吗？","可以，但需要全程稳定的代理。直连不稳，且高频切 IP 会触发账号风控。建议：固定家庭网 + 稳定代理，避免频繁切换。",{"q":1145,"a":1146},"Cursor Pro 多少钱？怎么付款？","$20\u002F月起。Pro 之外还有 Pro+ 和 Ultra（更高用量），Teams $40\u002F用户\u002F月。支持支付宝（结账页选 Alipay），也支持 Visa\u002FMastercard 国际信用卡。开发票需 Business \u002F Teams 计划。",{"q":1148,"a":1149},"Cursor 和 VS Code 区别？","Cursor 是 VS Code 的 fork，几乎所有 VS Code 插件都兼容。最大差异是内置 Composer（多文件 Agent）、Tab 智能补全、@-symbol 上下文检索，这三个 VS Code 原生没有。",{"q":1151,"a":1152},"Cursor 支持自定义 API（DeepSeek \u002F Qwen）吗？","支持。设置里可填 OpenAI \u002F Anthropic 兼容的 base_url 和 key，但 Composer \u002F Tab 等高级功能仅在自带模型上工作最好。",{"q":1154,"a":1155},"Cursor Rules 是什么？","项目根目录下的 .cursor\u002Frules\u002F*.mdc（新版）或 .cursorrules（旧版）文件，给 AI 提供项目级上下文（编码规范、技术栈、目录结构）。每次对话都会自动注入。",{"q":1157,"a":1158},"Background Agent \u002F Bugbot 是什么？","Background Agents 在云端 VM 异步跑任务，你可以同时做别的；Bugbot 是 PR 检查器，自动扫描漏洞和给 fix 建议（2026 起进 Pro 默认按量计费）。",[524,525],{},[1162,1163,1164,1165,1166],"claude-sonnet-5","gpt-5.6","grok-4.5","gemini-3-pro","composer-2.5",[1168,1169,1170,1171],"国内纯内网开发（连不上）","重度 JetBrains 用户（IDEA \u002F WebStorm \u002F GoLand）","预算敏感或学生（先试 Trae \u002F 通义灵码）","对 usage-based 计费高度敏感（2025-06 之后按 token 计费，重度用户月底容易超）",[532,533,534],[1174,1180,1185,1189,1193],{"plan":1175,"price":1176,"limit":1177,"cn_pay":1178,"note":1179},"Hobby (Free)","$0","Agent 限量 + Tab 补全限量","❌","仅试用，不可付费",{"plan":545,"price":1181,"limit":1182,"cn_pay":1183,"note":1184},"$20\u002F月","扩展 Agent + 前沿模型 + Cloud Agents + Bugbot（按量）","✅ 支付宝","个人主力档",{"plan":765,"price":1186,"limit":1187,"cn_pay":316,"note":1188},"$60+ \u002F $200\u002F月","更高用量配额，Agent 重度用户","天天跑 Agent 的开发者",{"plan":169,"price":1190,"limit":1191,"cn_pay":316,"note":1192},"$40\u002F用户\u002F月","团队计费 + SSO + 团队 Rules \u002F Skills \u002F 共享 Bugbot","团队档",{"plan":1194,"price":1195,"limit":1196,"cn_pay":316,"note":1197},"Enterprise","Custom","Pool 用量 \u002F SCIM \u002F 审计 \u002F 仓库与模型访问控制","大型组织","Free \u002F Pro $20\u002Fmo \u002F Pro+ \u002F Ultra \u002F Teams $40\u002Fuser\u002Fmo \u002F Enterprise","2026-06-18",[1201,1202,1203],"ai-coding\u002Fcursor-rules-best-practice","ai-coding\u002Frefactor-legacy-with-ai","ai-coding\u002Fcursor-vs-claude-code-when-to-use",[1205,1206,562,563,1207,1208],"ai-coding-tool-decision-tree","cursor-deep-review","trae-deep-review","windsurf-deep-review",{"power":504,"ux":504,"price":490,"cn_support":490,"stability":565},{"title":270,"description":1139},"Cursor 评测 2026：SpaceX 收购后的最强 AI IDE？价格、模型与国内避坑",[1213,1215,1217,1219],{"title":1214,"url":1088},"Cursor 官方定价页",{"title":1216,"url":1095},"Cursor Composer 官方文档",{"title":1218,"url":1102},"Cursor Changelog（3.9–3.11）",{"title":1220,"url":1221},"SpaceX 收购 Anysphere（Reuters\u002FSEC）","https:\u002F\u002Fwww.reuters.com\u002Ftechnology\u002F","tools\u002Fcoding\u002Fide\u002Fcursor",[1224,1225,1226,1227],"全栈开发者（前端 \u002F 后端 \u002F 全栈一把抓）","习惯 VS Code 不想换编辑器的人","需要多文件大改、Agent 长任务的人","已经在用 MCP 生态（GitHub \u002F Linear \u002F Slack 等）的团队","AI 原生代码编辑器，Composer 多文件改写一时无两（现为 SpaceX 子公司）",[503,1230,1231,1232,1233,1234,1235],"agent-mode","composer","mcp","vscode-fork","bugbot","background-agent","2026-07-20","SpaceX 收购后资源更足、自研模型加持；如果不在乎价格和网络，这是开发者第一选择；如果在乎，先看 Trae \u002F Claude Code。","https:\u002F\u002Fcursor.com","vww7kN49iNqNo2dyRLS1_4hVRJ2bDccVwiFMT5YtpBE",{"id":1241,"title":1242,"alternatives":1243,"api_compatible":1246,"body":1248,"category":503,"chinese_friendly":490,"cover":2054,"description":2055,"domestic":528,"extension":508,"faq":522,"free":507,"github":522,"languages":2056,"lastVerified":526,"meta":2057,"models":522,"navigation":507,"notSuitable":522,"opensource":528,"path":2058,"pillar":530,"platforms":2059,"priceTable":2060,"pricing":2075,"published":1199,"relatedPlaybooks":522,"relatedReviews":2076,"score":2077,"self_host":528,"seo":2078,"seoTitle":2079,"slug":13,"sources":2080,"stem":2097,"suitable":522,"tagline":2098,"tags":2099,"updated":1236,"verdict":2102,"website":2103,"__hash__":2104},"tools\u002Ftools\u002Fcoding\u002Fide\u002Fwindsurf.md","Windsurf（已更名 Devin Desktop）",[12,14,1244,1245],"coding\u002Fide\u002Fzed","coding\u002Fcli\u002Fcline",[17,18,1247],"Google",{"type":23,"value":1249,"toc":2037},[1250,1252,1290,1295,1298,1302,1317,1324,1338,1346,1360,1368,1388,1392,1401,1405,1408,1411,1431,1435,1442,1513,1518,1529,1537,1539,1581,1584,1605,1608,1639,1642,1784,1789,1803,1808,1839,1841,1903,1905,1908,1928,1931,1950,1952,2008,2010,2028,2034],[26,1251,29],{"id":28},[603,1253,1255,1285],{"className":1254},[606,607,608],[31,1256,1257,1260,1261,1264,1265,1268,1269,1272,1273,1276,1277,1280,1281,1284],{},[47,1258,1259],{},"⚠️ 重大变更（2026-06\u002F07）："," Windsurf 已于 ",[47,1262,1263],{},"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 ",[47,1266,1267],{},"Cascade 已于 2026-07-01 EOL","，由 Rust 重写的 ",[47,1270,1271],{},"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 ",[47,1274,1275],{},"ACP","（Zed 的 Agent Client Protocol，可跑 Codex \u002F Claude Agent \u002F OpenCode + Devin Local）。",[672,1278,1279],{},"surf"," 命令改为 ",[672,1282,1283],{},"devin-desktop","，定价不变，完整 IDE 能力保留。",[31,1286,1287,1289],{},[47,1288,613],{}," 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。",[180,1291,1292],{},[31,1293,1294],{},"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。",[26,1296,1297],{"id":1297},"核心特性",[786,1299,1301],{"id":1300},"devin-local接棒-cascade与原-cascade-引擎","Devin Local（接棒 Cascade）与原 Cascade 引擎",[180,1303,1304],{},[31,1305,1306,1309,1310,1313,1314,1316],{},[47,1307,1308],{},"注意","：下文描述的 Cascade 已于 ",[47,1311,1312],{},"2026-07-01 EOL","，由 ",[47,1315,1271],{}," 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。",[31,1318,1319,1320,1323],{},"Cascade 曾是 Windsurf 对标 ",[439,1321,270],{"href":1322},"\u002Fcoding\u002Fide\u002Fcursor.html"," Composer 的多步骤 Agent。两种模式：",[41,1325,1326,1332],{},[44,1327,1328,1331],{},[47,1329,1330],{},"Write 模式","：让 Cascade 实际改代码，多文件编辑",[44,1333,1334,1337],{},[47,1335,1336],{},"Chat 模式","：只问答，不动文件（适合代码理解）",[31,1339,1340,1345],{},[439,1341,1344],{"href":1342,"rel":1343},"https:\u002F\u002Fdocs.devin.ai\u002Fwindsurf\u002Fplugins\u002Fcascade\u002Fcascade-overview",[473],"官方 Cascade 文档"," 公开的能力：",[41,1347,1348,1351,1354,1357],{},[44,1349,1350],{},"每次 prompt 最多 25 次工具调用，超过 type \"continue\" 继续",[44,1352,1353],{},"内置工具：Search、Analyze、Web Search、Terminal、Voice Input",[44,1355,1356],{},"自动探测项目用的包管理器并装依赖",[44,1358,1359],{},"队列消息：Cascade 跑的时候你可以排队下一个指令",[31,1361,1362,1367],{},[439,1363,1366],{"href":1364,"rel":1365},"https:\u002F\u002Fwww.eesel.ai\u002Fblog\u002Fwindsurf-overview",[473],"eesel AI 2026 评测"," 实测描述的 Cascade 特点：",[41,1369,1370,1376,1382],{},[44,1371,1372,1375],{},[47,1373,1374],{},"多文件编辑","：rename 一个函数，跨整个项目同步更新调用点",[44,1377,1378,1381],{},[47,1379,1380],{},"终端集成","：跑命令、读输出、看到 error 自动尝试修复",[44,1383,1384,1387],{},[47,1385,1386],{},"迭代调试","：测试失败时不放弃，换个方法再试，循环到通过",[786,1389,1391],{"id":1390},"supercomplete补全速度优势","Supercomplete：补全速度优势",[31,1393,1394,1395,1400],{},"Windsurf 自研补全模型，跑在自家推理基础设施上，",[439,1396,1399],{"href":1397,"rel":1398},"https:\u002F\u002Fpecollective.com\u002Ftools\u002Fwindsurf",[473],"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）。",[786,1402,1404],{"id":1403},"flows上下文聊天","Flows：上下文聊天",[31,1406,1407],{},"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。",[786,1409,1410],{"id":1410},"其他",[41,1412,1413,1419,1425],{},[44,1414,1415,1418],{},[47,1416,1417],{},"Terminal AI","：用自然语言生成 shell 命令（\"重启 docker 并清缓存\"）",[44,1420,1421,1424],{},[47,1422,1423],{},"Voice input","：Cmd\u002FCtrl+L 打开 Cascade，可以语音输入",[44,1426,1427,1430],{},[47,1428,1429],{},"VS Code 扩展兼容","：因为是 VS Code fork，95%+ 的扩展可以直接装",[26,1432,1434],{"id":1433},"价格与运行成本2026-切到-credit-制","价格与运行成本（2026 切到 credit 制）",[31,1436,1437,1441],{},[439,1438,1440],{"href":1397,"rel":1439},[473],"PE Collective 2026-04 评测"," 描述的 credit 系统：",[98,1443,1444,1458],{},[101,1445,1446],{},[104,1447,1448,1451,1453,1455],{},[107,1449,1450],{},"套餐",[107,1452,112],{},[107,1454,115],{},[107,1456,1457],{},"备注",[120,1459,1460,1473,1486,1500],{},[104,1461,1462,1465,1467,1470],{},[125,1463,1464],{},"Free",[125,1466,1176],{},[125,1468,1469],{},"25 credits\u002F月",[125,1471,1472],{},"比 Cursor Free 体感更可用",[104,1474,1475,1477,1480,1483],{},[125,1476,545],{},[125,1478,1479],{},"$15\u002F月",[125,1481,1482],{},"500 credits\u002F月",[125,1484,1485],{},"比 Cursor Pro 便宜 $5",[104,1487,1488,1491,1494,1497],{},[125,1489,1490],{},"Team",[125,1492,1493],{},"$30\u002Fseat\u002F月",[125,1495,1496],{},"更多 credits + SSO + 中央账单",[125,1498,1499],{},"中小团队",[104,1501,1502,1504,1507,1510],{},[125,1503,1194],{},[125,1505,1506],{},"联系销售",[125,1508,1509],{},"定制",[125,1511,1512],{},"大企业 \u002F 合规",[31,1514,1515,662],{},[47,1516,1517],{},"Credit 消耗规则（社区共识，非官方明示）",[41,1519,1520,1523,1526],{},[44,1521,1522],{},"Cascade 一次 Write 调用 = 1+ credits（依赖模型 + 工具调用数）",[44,1524,1525],{},"用 GPT-4 \u002F Claude Opus 等 premium 模型 = credit 倍数高",[44,1527,1528],{},"自带补全（Supercomplete）= 不算 credits",[31,1530,1531,1536],{},[439,1532,1535],{"href":1533,"rel":1534},"https:\u002F\u002Fwww.openaitoolshub.org\u002Fen\u002Fblog\u002Fwindsurf-editor-review",[473],"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。",[26,1538,826],{"id":825},[828,1540,1542],{"className":830,"code":1541,"language":832,"meta":489,"style":489},"# macOS\nbrew install --cask windsurf\n\n# Windows \u002F Linux\n# 去 https:\u002F\u002Fwindsurf.com 下载安装包\n",[672,1543,1544,1549,1566,1571,1576],{"__ignoreMap":489},[836,1545,1546],{"class":838,"line":839},[836,1547,1548],{"class":842},"# macOS\n",[836,1550,1551,1555,1559,1563],{"class":838,"line":493},[836,1552,1554],{"class":1553},"sScJk","brew",[836,1556,1558],{"class":1557},"sZZnC"," install",[836,1560,1562],{"class":1561},"sj4cs"," --cask",[836,1564,1565],{"class":1557}," windsurf\n",[836,1567,1568],{"class":838,"line":490},[836,1569,1570],{"emptyLinePlaceholder":507},"\n",[836,1572,1573],{"class":838,"line":565},[836,1574,1575],{"class":842},"# Windows \u002F Linux\n",[836,1577,1578],{"class":838,"line":504},[836,1579,1580],{"class":842},"# 去 https:\u002F\u002Fwindsurf.com 下载安装包\n",[31,1582,1583],{},"打开后：",[234,1585,1586,1589,1592,1599,1602],{},[44,1587,1588],{},"用 GitHub \u002F Google 账号登录（国内可能需要代理过验证）",[44,1590,1591],{},"选择主题（VS Code 用户零迁移成本）",[44,1593,1594,1595,1598],{},"打开项目目录 → ",[672,1596,1597],{},"Cmd\u002FCtrl+L"," 调出 Cascade",[44,1600,1601],{},"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\"",[44,1603,1604],{},"等 Cascade 索引完（几十秒到几分钟，看项目大小）",[26,1606,1607],{"id":1607},"国内使用注意事项",[234,1609,1610,1616,1622,1628],{},[44,1611,1612,1615],{},[47,1613,1614],{},"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",[44,1617,1618,1621],{},[47,1619,1620],{},"网络","：模型推理在境外，没代理时 Cascade 会卡顿到不可用",[44,1623,1624,1627],{},[47,1625,1626],{},"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）",[44,1629,1630,662,1633,1635,1636,1638],{},[47,1631,1632],{},"替代路径",[439,1634,276],{"href":1072},"（字节 IDE，国内访问无门槛）或 ",[439,1637,270],{"href":1322},"（生态更成熟）",[26,1640,1641],{"id":1641},"与同类怎么选",[98,1643,1644,1666],{},[101,1645,1646],{},[104,1647,1648,1650,1652,1656,1660],{},[107,1649,265],{},[107,1651,273],{},[107,1653,1654],{},[439,1655,270],{"href":1322},[107,1657,1658],{},[439,1659,276],{"href":1072},[107,1661,1662],{},[439,1663,1665],{"href":1664},"\u002Fcoding\u002Fide\u002Fzed.html","Zed",[120,1667,1668,1684,1699,1715,1729,1743,1756,1769],{},[104,1669,1670,1672,1675,1678,1681],{},[125,1671,349],{},[125,1673,1674],{},"Cascade（激进）",[125,1676,1677],{},"Composer（保守）",[125,1679,1680],{},"类 Composer",[125,1682,1683],{},"ACP 协议接入",[104,1685,1686,1689,1692,1695,1697],{},[125,1687,1688],{},"补全速度",[125,1690,1691],{},"★★★★★ 自研模型",[125,1693,1694],{},"★★★★☆",[125,1696,1694],{},[125,1698,1694],{},[104,1700,1701,1704,1707,1710,1713],{},[125,1702,1703],{},"免费档慷慨度",[125,1705,1706],{},"★★★★☆ 25 credits",[125,1708,1709],{},"★★★☆☆",[125,1711,1712],{},"★★★★★ 中国无限制",[125,1714,1694],{},[104,1716,1717,1720,1722,1724,1727],{},[125,1718,1719],{},"Pro 价格",[125,1721,1479],{},[125,1723,1181],{},[125,1725,1726],{},"国内免费",[125,1728,1181],{},[104,1730,1731,1734,1736,1738,1741],{},[125,1732,1733],{},"国内可用性",[125,1735,1709],{},[125,1737,1709],{},[125,1739,1740],{},"★★★★★",[125,1742,1709],{},[104,1744,1745,1748,1750,1752,1754],{},[125,1746,1747],{},"多文件改动激进度",[125,1749,1740],{},[125,1751,1694],{},[125,1753,1694],{},[125,1755,1709],{},[104,1757,1758,1761,1763,1765,1767],{},[125,1759,1760],{},"稳定性",[125,1762,1694],{},[125,1764,1740],{},[125,1766,1694],{},[125,1768,1694],{},[104,1770,1771,1774,1777,1779,1781],{},[125,1772,1773],{},"生态（VS Code 扩展）",[125,1775,1776],{},"★★★★★ fork",[125,1778,1776],{},[125,1780,1776],{},[125,1782,1783],{},"★★★☆☆ 自家",[31,1785,1786,662],{},[47,1787,1788],{},"选 Windsurf 如果你",[41,1790,1791,1794,1797,1800],{},[44,1792,1793],{},"看重补全速度 + 多文件 Agent 的激进度",[44,1795,1796],{},"海外开发者 \u002F 已经能搞定支付和网络",[44,1798,1799],{},"免费档已经够用、不想付费",[44,1801,1802],{},"跑 Cursor 卡顿，想换个推理基础设施",[31,1804,1805,662],{},[47,1806,1807],{},"别选 Windsurf 如果你",[41,1809,1810,1816,1822,1832],{},[44,1811,1812,1813,1815],{},"国内 + 不想折腾代理（去 ",[439,1814,276],{"href":1072},"）",[44,1817,1818,1819,1821],{},"重度使用 + 预算敏感（credit 制不划算，",[439,1820,270],{"href":1322}," 月费固定）",[44,1823,1824,1825,1827,1828,1815],{},"终端原生使用者（",[439,1826,879],{"href":1035}," \u002F ",[439,1829,1831],{"href":1830},"\u002Fcoding\u002Fcli\u002Faider.html","Aider",[44,1833,1834,1835,1815],{},"完全开源洁癖（",[439,1836,1838],{"href":1837},"\u002Fcoding\u002Fagent\u002Fcontinue.html","Continue.dev",[26,1840,975],{"id":975},[41,1842,1843,1849,1859,1869,1879,1891,1897],{},[44,1844,1845,1848],{},[47,1846,1847],{},"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",[44,1850,1851,1854,1855,1858],{},[47,1852,1853],{},"Cascade 比 Composer 更敢动手","：写得激进的同时",[47,1856,1857],{},"犯错也更多","，commit 频率要拉高，方便回滚",[44,1860,1861,1864,1865,1868],{},[47,1862,1863],{},"多窗口隔离","：根据 ",[439,1866,1535],{"href":1533,"rel":1867},[473]," 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",[44,1870,1871,662,1874,1878],{},[47,1872,1873],{},"Cascade 写文件失败的\"flaky\"",[439,1875,1877],{"href":1364,"rel":1876},[473],"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",[44,1880,1881,1884,1885,1887,1888,1890],{},[47,1882,1883],{},"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 ",[672,1886,1279],{}," 命令要改为 ",[672,1889,1283],{},"，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",[44,1892,1893,1896],{},[47,1894,1895],{},"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",[44,1898,1899,1902],{},[47,1900,1901],{},"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",[26,1904,410],{"id":409},[31,1906,1907],{},"✅ 适合：",[41,1909,1910,1916,1919,1922,1925],{},[44,1911,1912,1913,1915],{},"想用比 ",[439,1914,270],{"href":1322}," 更激进的 Agent 模式",[44,1917,1918],{},"重视补全的瞬时响应",[44,1920,1921],{},"海外开发者 \u002F 能稳定上代理",[44,1923,1924],{},"VS Code 用户想\"原地升级\"",[44,1926,1927],{},"团队规模中小（5-20 人），SSO 需求",[31,1929,1930],{},"❌ 不适合：",[41,1932,1933,1939,1944,1947],{},[44,1934,1935,1936,1938],{},"国内首选 IDE（",[439,1937,276],{"href":1072}," 更顺）",[44,1940,1941,1942,1815],{},"终端工作流为主（",[439,1943,879],{"href":1035},[44,1945,1946],{},"需要私有部署 \u002F 数据不出网",[44,1948,1949],{},"反对一切 credit 制",[26,1951,433],{"id":433},[41,1953,1954,1964,1978,1993],{},[44,1955,1043,1956,1827,1960],{},[439,1957,1959],{"href":1958},"\u002Fnews\u002F2026\u002Fwindsurf-devin-desktop.html","Windsurf 更名 Devin Desktop，Cascade 退役",[439,1961,1963],{"href":1962},"\u002Fnews\u002F2026\u002Fwindsurf-acquisition.html","Windsurf 被 Cognition 收购始末",[44,1965,1966,1967,1827,1969,1827,1971,1827,1973,1827,1975],{},"同类对比：",[439,1968,270],{"href":1322},[439,1970,276],{"href":1072},[439,1972,1665],{"href":1664},[439,1974,879],{"href":1035},[439,1976,882],{"href":1977},"\u002Fcoding\u002Fcopilot\u002Fgithub-copilot.html",[44,1979,1980,1981,1827,1985,1827,1989],{},"概念：",[439,1982,1984],{"href":1983},"\u002Fwiki\u002Fai-agent.html","AI Agent",[439,1986,1988],{"href":1987},"\u002Fwiki\u002Fvibe-coding.html","Vibe Coding",[439,1990,1992],{"href":1991},"\u002Fwiki\u002Ffunction-calling.html","Function Calling",[44,1994,1995,1996,1827,2000,1827,2004],{},"模型：",[439,1997,1999],{"href":1998},"\u002Fmodels\u002Fgpt-5-6.html","GPT-5.6",[439,2001,2003],{"href":2002},"\u002Fmodels\u002Fclaude-sonnet-5.html","Claude Sonnet 5",[439,2005,2007],{"href":2006},"\u002Fmodels\u002Fdeepseek-v4.html","DeepSeek V4",[26,2009,463],{"id":463},[41,2011,2012,2019,2025],{},[44,2013,2014,2015],{},"官网：",[439,2016,2017],{"href":2017,"rel":2018},"https:\u002F\u002Fwindsurf.com",[473],[44,2020,2021,2022],{},"Cascade 文档：",[439,2023,1342],{"href":1342,"rel":2024},[473],[44,2026,2027],{},"第三方评测：vibecoding.app \u002F eesel.ai \u002F openaitoolshub.org \u002F pecollective.com",[31,2029,2030,2031,2033],{},"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 ",[439,2032,1115],{"href":1114}," 反馈。",[1118,2035,2036],{},"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: 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: 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 .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"title":489,"searchDepth":490,"depth":490,"links":2038},[2039,2040,2046,2047,2048,2049,2050,2051,2052,2053],{"id":28,"depth":493,"text":29},{"id":1297,"depth":493,"text":1297,"children":2041},[2042,2043,2044,2045],{"id":1300,"depth":490,"text":1301},{"id":1390,"depth":490,"text":1391},{"id":1403,"depth":490,"text":1404},{"id":1410,"depth":490,"text":1410},{"id":1433,"depth":493,"text":1434},{"id":825,"depth":493,"text":826},{"id":1607,"depth":493,"text":1607},{"id":1641,"depth":493,"text":1641},{"id":975,"depth":493,"text":975},{"id":409,"depth":493,"text":410},{"id":433,"depth":493,"text":433},{"id":463,"depth":493,"text":463},"\u002Fimg\u002Ftools\u002Fwindsurf.webp","Windsurf \u002F Devin Desktop 真实评测：Cognition 于 2026-06-02 将 Windsurf 更名 Devin Desktop，招牌 Agent Cascade 已于 07-01 EOL，由 Rust 重写的 Devin Local 取代（token 效率 +30%，支持 ACP 跨 Agent 协议）。AIHO 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。",[524,525],{},"\u002Ftools\u002Fcoding\u002Fide\u002Fwindsurf",[532,533,534],[2061,2065,2069,2072],{"plan":1464,"price":1176,"limit":2062,"cn_pay":2063,"note":2064},"25 credits\u002F月，Cascade 基础访问","—","比 Cursor Free 体感强",{"plan":545,"price":1479,"limit":2066,"cn_pay":2067,"note":2068},"500 credits\u002F月，多模型","⚠️ 需海外卡","比 Cursor 便宜 $5",{"plan":1490,"price":1493,"limit":2070,"cn_pay":2071,"note":1499},"更高 credit + SSO","⚠️",{"plan":1194,"price":1506,"limit":2073,"cn_pay":2063,"note":2074},"VPC \u002F 审计 \u002F SOC2","大企业","Free 25 credits \u002F Pro $15\u002Fmo 500 credits \u002F Team $30\u002Fseat",[1206,562,1207,1208],{"power":504,"ux":504,"price":565,"cn_support":490,"stability":565},{"title":1242,"description":2055},"Windsurf 评测 2026：Codeium 出品 AI IDE，现已更名 Devin Desktop",[2081,2083,2085,2088,2090,2092,2094],{"title":2082,"url":2017},"Windsurf 官方",{"title":2084,"url":1342},"Cascade 官方文档",{"title":2086,"url":2087},"Windsurf Review 2026 (vibecoding.app)","https:\u002F\u002Fvibecoding.app\u002Fblog\u002Fwindsurf-review",{"title":2089,"url":1364},"Windsurf 评测 - eesel AI",{"title":2091,"url":1533},"Windsurf Honest Assessment",{"title":2093,"url":1397},"PE Collective 2026 Review",{"title":2095,"url":2096},"Windsurf → Devin Desktop 更名 FAQ","https:\u002F\u002Fdevin.ai\u002F","tools\u002Fcoding\u002Fide\u002Fwindsurf","原 Windsurf，2026-06 更名 Devin Desktop，Cascade 退役、Devin Local 接棒",[503,580,2100,1233,2101],"cascade","codeium","已并入 Devin 生态。原 Cascade 已退役，接棒的 Devin Local（Rust 重写）更快更省且支持 ACP 跨 Agent；仍是免费档大方的 AI IDE，但需重新适应新品牌与新 Agent。","https:\u002F\u002Fdevin.ai","DGsX5EVDK7me3yKZnikMKO8a2cO1_6OEFSU8NmCKeDg",{"id":2106,"title":276,"alternatives":2107,"api_compatible":2109,"body":2110,"category":503,"chinese_friendly":504,"cover":2635,"description":2636,"domestic":507,"extension":508,"faq":2637,"free":507,"github":489,"languages":2653,"lastVerified":526,"meta":2654,"models":2655,"navigation":507,"notSuitable":2662,"opensource":528,"path":453,"pillar":530,"platforms":2666,"priceTable":2667,"pricing":2682,"published":1199,"relatedPlaybooks":2683,"relatedReviews":2687,"score":2688,"self_host":528,"seo":2689,"seoTitle":2690,"slug":14,"sources":2691,"stem":2700,"suitable":2701,"tagline":2706,"tags":2707,"updated":572,"verdict":2712,"website":2587,"__hash__":2713},"tools\u002Ftools\u002Fcoding\u002Fide\u002Ftrae.md",[12,13,15,2108],"coding\u002Fcopilot\u002Fcodebuddy",[21,17,18],{"type":23,"value":2111,"toc":2619},[2112,2114,2129,2131,2134,2160,2163,2207,2209,2282,2287,2291,2296,2300,2303,2307,2310,2314,2317,2319,2360,2362,2486,2488,2526,2528,2534,2536,2578,2580,2610,2617],[26,2113,29],{"id":28},[603,2115,2117,2126],{"className":2116},[606,607,608],[31,2118,2119,2121,2122,2125],{},[47,2120,613],{}," Trae 是字节做的 AI IDE，",[47,2123,2124],{},"国内版完全免费 + 不需要代理 + 中文体验一流","，是目前国内开发者最接近「Cursor 替代」的选择。海外用户可用国际版（Pro $10\u002F月，仅 Cursor 一半价）。",[31,2127,2128],{},"天花板略低于 Cursor + Claude Sonnet 4.5 MAX 模式，但日常 90% 任务够用。",[26,2130,652],{"id":652},[31,2132,2133],{},"Trae 是 VS Code 的 fork，UI \u002F 快捷键 \u002F 插件全继承，但所有 AI 交互层重写。和 Cursor 是镜像关系，差异主要在：",[41,2135,2136,2142,2148,2154],{},[44,2137,2138,2141],{},[47,2139,2140],{},"国内访问稳定","：trae.com.cn 直接走国内 CDN，零代理。",[44,2143,2144,2147],{},[47,2145,2146],{},"模型默认走国产","：豆包 1.5-pro \u002F DeepSeek V3 \u002F Kimi K2-0905 \u002F Doubao-Seed-1.8 等，国内版全部免费无限调用。",[44,2149,2150,2153],{},[47,2151,2152],{},"国际版接入海外主流","：Claude 3.5\u002F3.7\u002F4 Sonnet、GPT-4.1\u002F4o\u002F5.2、Gemini 2.5 Pro\u002F3 Flash、DeepSeek-R1。",[44,2155,2156,2159],{},[47,2157,2158],{},"全中文优先","：从安装向导到错误提示全中文化，错误信息直接说「数组越界发生在 src\u002Futils.js 第 47 行」。",[31,2161,2162],{},"特色功能：",[234,2164,2165,2171,2177,2183,2189,2195,2201],{},[44,2166,2167,2170],{},[47,2168,2169],{},"Builder 模式"," — 自然语言生成完整项目。输入「做个春节接福小游戏」，自动拆任务 + 配环境 + 出可跑代码。10 分钟搭基础项目。",[44,2172,2173,2176],{},[47,2174,2175],{},"Chat 编程"," — 实时对话排错，类似 Cursor Chat。",[44,2178,2179,2182],{},[47,2180,2181],{},"图像转代码"," — 上传 Figma \u002F UI 截图，AI 解析布局 + 输出响应式 HTML\u002FCSS。",[44,2184,2185,2188],{},[47,2186,2187],{},"Webview 实时预览"," — 改前端代码即所见即所得，热重载 \u003C 300ms。",[44,2190,2191,2194],{},[47,2192,2193],{},"SOLO 模式（国际版）"," — Agent 全自动跑 200 轮工具调用、上下文 200k，按 token 计费。",[44,2196,2197,2200],{},[47,2198,2199],{},"多模型自由切换"," — 同一编辑器里一键切 Claude \u002F GPT \u002F 豆包 \u002F DeepSeek，国内版全部免费。",[44,2202,2203,2206],{},[47,2204,2205],{},"一键迁移 VS Code \u002F Cursor 配置"," — 首次启动自动识别本地插件、ESLint、主题。",[26,2208,112],{"id":112},[98,2210,2211,2226],{},[101,2212,2213],{},[104,2214,2215,2218,2220,2223],{},[107,2216,2217],{},"档位",[107,2219,112],{},[107,2221,2222],{},"模型",[107,2224,2225],{},"限制",[120,2227,2228,2243,2256,2269],{},[104,2229,2230,2235,2237,2240],{},[125,2231,2232],{},[47,2233,2234],{},"国内版",[125,2236,130],{},[125,2238,2239],{},"豆包 \u002F DeepSeek \u002F Kimi \u002F Doubao-Seed",[125,2241,2242],{},"无限调用",[104,2244,2245,2248,2250,2253],{},[125,2246,2247],{},"国际版 Free",[125,2249,1176],{},[125,2251,2252],{},"Claude \u002F GPT \u002F Gemini",[125,2254,2255],{},"5000 补全 \u002F 月 + 1000 高级模型 + 60 超级模型",[104,2257,2258,2261,2263,2266],{},[125,2259,2260],{},"国际版 Pro",[125,2262,914],{},[125,2264,2265],{},"全模型",[125,2267,2268],{},"无限补全 + 无限高级模型 + 600 快速队列超级模型",[104,2270,2271,2274,2277,2279],{},[125,2272,2273],{},"限时容量包",[125,2275,2276],{},"$3 \u002F $7 \u002F $12",[125,2278,2063],{},[125,2280,2281],{},"100 \u002F 300 \u002F 600 额外快速队列（Pro 加购）",[180,2283,2284],{},[31,2285,2286],{},"国际版可付服务的国家\u002F地区目前覆盖东南亚、欧洲、美洲、澳洲、非洲共 30+ 国，中国大陆建议直接用国内版。",[26,2288,2290],{"id":2289},"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）",[180,2292,2293],{},[31,2294,2295],{},"来源说明：以下场景为 Trae 官方文档与火山引擎社区演示流程归纳，非 AIHO 编辑部全程亲测。",[786,2297,2299],{"id":2298},"任务-1vue-组件一键生成","任务 1：Vue 组件一键生成",[31,2301,2302],{},"Chat 里输入「写一个带表单校验的登录组件，UI 用 Element Plus」→ 直接输出可跑代码 + 自动 import 依赖。比 Cursor Composer 体感慢半秒（豆包响应略慢于 Claude），但代码质量相近。",[786,2304,2306],{"id":2305},"任务-2截图转代码","任务 2：截图转代码",[31,2308,2309],{},"Builder 模式上传一张 Figma 商品卡片截图，约 90 秒内出带 hover 效果的组件代码（响应式 HTML + Tailwind）。多模态融合做得不错，但复杂动效细节仍需手动微调。",[786,2311,2313],{"id":2312},"任务-3跨文件重构","任务 3：跨文件重构",[31,2315,2316],{},"Trae 的 Chat 能看到整个项目上下文（基于实时代码索引仓库），重构一个 500 行的 Pinia store 大约 60-90 秒搞定，准确率与 Cursor 同档。",[26,2318,826],{"id":825},[828,2320,2322],{"className":830,"code":2321,"language":832,"meta":489,"style":489},"# 国内：https:\u002F\u002Fwww.trae.com.cn 下载\n# 国际：https:\u002F\u002Fwww.trae.ai 下载\n\n# 1. 启动 → 用手机号 \u002F 邮箱登录\n# 2. 一键导入 VS Code 配置（首次启动会问）\n# 3. 默认模型选豆包 1.5-pro（国内版）或 Claude Sonnet 4（国际版）\n# 4. Cmd\u002FCtrl + I 开 Chat，Cmd\u002FCtrl + L 开 Builder\n",[672,2323,2324,2329,2334,2338,2343,2348,2354],{"__ignoreMap":489},[836,2325,2326],{"class":838,"line":839},[836,2327,2328],{"class":842},"# 国内：https:\u002F\u002Fwww.trae.com.cn 下载\n",[836,2330,2331],{"class":838,"line":493},[836,2332,2333],{"class":842},"# 国际：https:\u002F\u002Fwww.trae.ai 下载\n",[836,2335,2336],{"class":838,"line":490},[836,2337,1570],{"emptyLinePlaceholder":507},[836,2339,2340],{"class":838,"line":565},[836,2341,2342],{"class":842},"# 1. 启动 → 用手机号 \u002F 邮箱登录\n",[836,2344,2345],{"class":838,"line":504},[836,2346,2347],{"class":842},"# 2. 一键导入 VS Code 配置（首次启动会问）\n",[836,2349,2351],{"class":838,"line":2350},6,[836,2352,2353],{"class":842},"# 3. 默认模型选豆包 1.5-pro（国内版）或 Claude Sonnet 4（国际版）\n",[836,2355,2357],{"class":838,"line":2356},7,[836,2358,2359],{"class":842},"# 4. Cmd\u002FCtrl + I 开 Chat，Cmd\u002FCtrl + L 开 Builder\n",[26,2361,866],{"id":866},[98,2363,2364,2381],{},[101,2365,2366],{},[104,2367,2368,2370,2373,2376,2378],{},[107,2369,265],{},[107,2371,2372],{},"Trae 国内版",[107,2374,2375],{},"Cursor Pro",[107,2377,273],{},[107,2379,2380],{},"通义灵码",[120,2382,2383,2399,2412,2425,2441,2456,2470],{},[104,2384,2385,2387,2391,2394,2396],{},[125,2386,112],{},[125,2388,2389],{},[47,2390,130],{},[125,2392,2393],{},"$20\u002F月+用量",[125,2395,1479],{},[125,2397,2398],{},"个人免费",[104,2400,2401,2403,2405,2407,2409],{},[125,2402,283],{},[125,2404,294],{},[125,2406,294],{},[125,2408,294],{},[125,2410,2411],{},"VS Code \u002F JetBrains 插件",[104,2413,2414,2417,2419,2421,2423],{},[125,2415,2416],{},"国内直连",[125,2418,316],{},[125,2420,1178],{},[125,2422,1178],{},[125,2424,316],{},[104,2426,2427,2430,2433,2436,2438],{},[125,2428,2429],{},"默认模型",[125,2431,2432],{},"豆包 1.5-pro",[125,2434,2435],{},"Claude\u002FGPT",[125,2437,2435],{},[125,2439,2440],{},"通义千问",[104,2442,2443,2446,2449,2451,2453],{},[125,2444,2445],{},"上下文召回",[125,2447,2448],{},"@-symbol",[125,2450,2448],{},[125,2452,352],{},[125,2454,2455],{},"@workspace",[104,2457,2458,2461,2464,2466,2468],{},[125,2459,2460],{},"多文件 Agent",[125,2462,2463],{},"Builder",[125,2465,669],{},[125,2467,352],{},[125,2469,319],{},[104,2471,2472,2474,2477,2480,2483],{},[125,2473,955],{},[125,2475,2476],{},"国内全栈",[125,2478,2479],{},"海外全栈",[125,2481,2482],{},"海外重 Agent",[125,2484,2485],{},"JetBrains 党",[26,2487,975],{"id":975},[234,2489,2490,2496,2502,2508,2514,2520],{},[44,2491,2492,2495],{},[47,2493,2494],{},"国内版 ≠ 国际版","，账号互不相通，下载安装包注意别下错。",[44,2497,2498,2501],{},[47,2499,2500],{},"海外有 Claude 限制","：港澳地区 Claude 系列暂不可用，需用 GPT 或 Gemini 替代。",[44,2503,2504,2507],{},[47,2505,2506],{},"Pro 退款窗口仅 24 小时且未使用过权益","，订阅前先用 Free 跑一遍流程。",[44,2509,2510,2513],{},[47,2511,2512],{},"插件生态仍在追","：Trae 的 MCP \u002F 第三方扩展数量不及 Cursor，深度集成场景可能需要 fallback 到 VS Code。",[44,2515,2516,2519],{},[47,2517,2518],{},"企业版需要单独询价","，且只通过官方销售渠道，不要从第三方买。",[44,2521,2522,2525],{},[47,2523,2524],{},"Builder 模式生成的代码质量随提示词复杂度下降","，超过 3 个功能模块的复杂项目建议拆成多次 Chat。",[26,2527,410],{"id":409},[31,2529,2530,2531,2533],{},"✅ 国内开发者（零代理）；预算敏感（免费档够用）；中文 prompt 重度用户；想试 AI IDE 但不想花钱的人。",[761,2532],{},"\n❌ 需要 Claude MAX 模式 + 长上下文 + 极致质量的人；JetBrains 重度用户；MCP 生态深度依赖者。",[26,2535,433],{"id":433},[41,2537,2538,2545,2552,2559,2565,2569],{},[44,2539,2540,2541],{},"对比选型：",[439,2542,2544],{"href":2543},"\u002Fcompare\u002Fcursor-vs-trae.html","Cursor vs Trae：国内开发者怎么选",[44,2546,2547,2548],{},"新手教程：",[439,2549,2551],{"href":2550},"\u002Fplaybook\u002Fonboarding\u002Ftrae-getting-started.html","Trae 新手上手指南",[44,2553,2554,2555],{},"进阶教程：",[439,2556,2558],{"href":2557},"\u002Fplaybook\u002Fonboarding\u002Ftrae-builder-solo-guide.html","Trae Builder 和 SOLO 模式怎么用",[44,2560,1055,2561],{},[439,2562,2564],{"href":2563},"\u002Fplaybook\u002Ftrae-vs-cursor.html","Trae vs Cursor 怎么选",[44,2566,1062,2567],{},[439,2568,1066],{"href":1065},[44,2570,1069,2571,1048,2573,1048,2575],{},[439,2572,270],{"href":1322},[439,2574,273],{"href":1075},[439,2576,2380],{"href":2577},"\u002Fcoding\u002Fcopilot\u002Ftongyi-lingma.html",[26,2579,463],{"id":463},[41,2581,2582,2589,2596,2603],{},[44,2583,2584,2585],{},"官网（国内版）：",[439,2586,2587],{"href":2587,"rel":2588},"https:\u002F\u002Fwww.trae.com.cn",[473],[44,2590,2591,2592],{},"官网（国际版）：",[439,2593,2594],{"href":2594,"rel":2595},"https:\u002F\u002Fwww.trae.ai",[473],[44,2597,2598,2599],{},"计费文档：",[439,2600,2601],{"href":2601,"rel":2602},"https:\u002F\u002Fwww.w3cschool.cn\u002Ftraedocs\u002Ftrae-ide-billing.html",[473],[44,2604,2605,2606],{},"模型更新公告：",[439,2607,2608],{"href":2608,"rel":2609},"https:\u002F\u002Fdeveloper.volcengine.com\u002Farticles\u002F7598410724993728521",[473],[180,2611,2612],{},[31,2613,2614,2615,1116],{},"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 ",[439,2616,1115],{"href":1114},[1118,2618,1120],{},{"title":489,"searchDepth":490,"depth":490,"links":2620},[2621,2622,2623,2624,2629,2630,2631,2632,2633,2634],{"id":28,"depth":493,"text":29},{"id":652,"depth":493,"text":652},{"id":112,"depth":493,"text":112},{"id":2289,"depth":493,"text":2290,"children":2625},[2626,2627,2628],{"id":2298,"depth":490,"text":2299},{"id":2305,"depth":490,"text":2306},{"id":2312,"depth":490,"text":2313},{"id":825,"depth":493,"text":826},{"id":866,"depth":493,"text":866},{"id":975,"depth":493,"text":975},{"id":409,"depth":493,"text":410},{"id":433,"depth":493,"text":433},{"id":463,"depth":493,"text":463},"\u002Fimg\u002Ftools\u002Ftrae.webp","Trae 2026 真实评测：字节 AI IDE 国内版免费、无需代理，支持豆包、DeepSeek、Kimi 等模型。对比 Cursor、Windsurf、MarsCode，整理价格、Builder\u002FSOLO 模式、中文体验和适合人群，帮国内开发者判断是否值得换用。",[2638,2641,2644,2647,2650],{"q":2639,"a":2640},"Trae 国内版和国际版有什么区别？","国内版（trae.com.cn）完全免费，模型走豆包 1.5-pro 和优化的 DeepSeek 系列，全中文 UI；国际版（trae.ai）有 Free \u002F Pro 两档，Pro $10\u002F月，接入 Claude \u002F GPT \u002F Gemini 等海外主流模型。注意：Claude 系列在中国港澳暂不可用。",{"q":2642,"a":2643},"Trae 真的免费吗？怎么赚钱？","国内版目前长期免费，靠字节的算力补贴，等同于豆包 \u002F 即梦的获客逻辑。海外版才有付费档。",{"q":2645,"a":2646},"Trae Builder \u002F SOLO 模式是什么？","Builder 是「自然语言生成完整项目」模式，类似 Bolt.new 思路，10 分钟搭基础项目；SOLO 是 Trae 国际版的 Agent 全自动模式，能跑 200 轮工具调用、200k 上下文窗口（按 token 计费）。",{"q":2648,"a":2649},"和 Cursor 比怎么样？","GUI 完全一致（都是 VS Code fork），Composer ≈ Trae 的 Chat + Builder；中文场景 Trae 体感更顺、不卡；模型天花板 Cursor 仍更强（特别是开 MAX）；生态插件 Cursor 多。看你怎么选。",{"q":2651,"a":2652},"支持哪些 IDE？","Trae 本身就是独立 IDE（VS Code fork），不是插件。如果你想保留 JetBrains \u002F VS Code 原版，看通义灵码 \u002F CodeBuddy。",[524,525],{},[2656,2657,2658,2659,2660,2661],"doubao-seed-1.8","deepseek-v3","claude-sonnet-4","gpt-4o","gemini-2.5-pro","kimi-k2",[2663,2664,2665],"需要极致 SOTA 模型（Cursor 的 MAX 模式 + Claude Sonnet 4.5 仍领先）","重度 JetBrains 用户","需要 Cursor MCP 生态深度集成的人（Trae MCP 生态仍在追）",[532,533,534],[2668,2671,2674,2678],{"plan":2234,"price":130,"limit":2669,"cn_pay":130,"note":2670},"Doubao \u002F DeepSeek \u002F Kimi 等国产模型免费无限调用","国内开发者首选",{"plan":2247,"price":1176,"limit":2672,"cn_pay":2063,"note":2673},"5000 次补全 + 1000 次高级模型 + 60 次超级模型\u002F月","海外免费档",{"plan":2260,"price":914,"limit":2675,"cn_pay":2676,"note":2677},"无限补全 + 无限高级模型 + 600 次快速队列超级模型","支付宝可付","$10 起，超过 Cursor $20 一半",{"plan":2273,"price":2276,"limit":2679,"cn_pay":2680,"note":2681},"100 \u002F 300 \u002F 600 次快速队列问答（30 天有效）","支付宝","Pro 用户加购","国内版免费 \u002F 国际版 Free \u002F Pro $10\u002F月",[2684,2685,2686,1202],"onboarding\u002Ftrae-getting-started","onboarding\u002Ftrae-builder-solo-guide","ai-coding\u002Ftrae-vs-cursor",[1205,1206,562,563,1207,1208],{"power":565,"ux":504,"price":504,"cn_support":504,"stability":565},{"title":276,"description":2636},"Trae 评测 2026：字节 AI IDE，国内免费 Cursor 平替",[2692,2694,2696,2698],{"title":2693,"url":2587},"Trae 官网（国内版）",{"title":2695,"url":2594},"Trae 官网（国际版）",{"title":2697,"url":2601},"Trae IDE 国际版套餐与计费",{"title":2699,"url":2608},"火山引擎社区 Trae 更新公告","tools\u002Fcoding\u002Fide\u002Ftrae",[2702,2703,2704,2705],"国内开发者（不想折腾代理）","学生 \u002F 预算敏感人群","中文 prompt 重度用户","习惯 VS Code 但想试 AI IDE 的人","字节出品的 AI IDE，国内访问稳定 + 长期免费",[503,2708,2709,582,1233,2710,2711],"bytedance","free","builder-mode","multi-model","国内 Cursor 平替首选。免费 + 中文一流 + 不需要代理；天花板略低于 Cursor 但够用。海外用户可用国际版（功能略丰富，需付费）。","NK0PctRcdPcq-89MU263Sgmi8q-4Z0x1ssyvGW0QCpI",{"id":2715,"title":2716,"alternatives":2717,"api_compatible":2720,"body":2721,"category":3146,"chinese_friendly":504,"cover":3147,"description":3148,"domestic":507,"extension":508,"faq":3149,"free":507,"github":522,"languages":3162,"lastVerified":526,"meta":3163,"models":522,"navigation":507,"notSuitable":522,"opensource":507,"path":447,"pillar":530,"platforms":3164,"priceTable":3167,"pricing":3178,"published":557,"relatedPlaybooks":3179,"relatedReviews":3180,"score":3183,"self_host":528,"seo":3184,"seoTitle":3185,"slug":15,"sources":3186,"stem":3193,"suitable":522,"tagline":3194,"tags":3195,"updated":572,"verdict":3199,"website":3200,"__hash__":3201},"tools\u002Ftools\u002Fcoding\u002Fcopilot\u002Ftongyi-lingma.md","通义灵码 Tongyi Lingma",[568,2718,2719,2108],"coding\u002Fcopilot\u002Fcodegeex","coding\u002Fcopilot\u002Fcomate",[20],{"type":23,"value":2722,"toc":3134},[2723,2725,2732,2735,2737,2781,2783,2830,2838,2842,2846,2863,2867,2884,2886,2909,2911,3026,3028,3060,3062,3085,3087,3109,3111],[26,2724,29],{"id":28},[31,2726,2727,2728,2731],{},"通义灵码是阿里云通义系列的 AI 编程助手，深度集成 Qwen3-Coder 开源模型。2026 年品牌迁移为 ",[47,2729,2730],{},"Qoder CN","——Qoder 在国内的中国云区版本，账号 \u002F 计费独立但模型 \u002F 能力同源。老灵码插件仍正常使用，新功能（Quest 模式、Repo Wiki、跨项目并行）通过 Qoder CN 提供。实际客户数据：信也科技数百研发周活 70%、新增代码 33% 由灵码编写、整体研发效率提升 11%。",[31,2733,2734],{},"适合：国内开发者免费上手、阿里云用户、想用 Qwen3-Coder 开源模型、追求中文体验顶级。不适合：海外纯英文团队、不愿同步迁到 Qoder CN 体验完整 Quest 流的重度用户。",[26,2736,39],{"id":39},[41,2738,2739,2745,2751,2757,2763,2769,2775],{},[44,2740,2741,2744],{},[47,2742,2743],{},"代码补全 \u002F 续写 \u002F 注释生成","：行级 \u002F 函数级 \u002F 多行",[44,2746,2747,2750],{},[47,2748,2749],{},"代码解释 + 重构建议","：右键菜单一键",[44,2752,2753,2756],{},[47,2754,2755],{},"单元测试生成","：选中函数自动出测试",[44,2758,2759,2762],{},[47,2760,2761],{},"跨文件编辑","：理解项目结构，多文件改动",[44,2764,2765,2768],{},[47,2766,2767],{},"多模型选择","：Qwen2.5-Max \u002F Qwen3-Coder 等",[44,2770,2771,2774],{},[47,2772,2773],{},"阿里云生态深度","：函数计算 \u002F SLS \u002F OSS 等 SDK 调用准确度高",[44,2776,2777,2780],{},[47,2778,2779],{},"企业能力","：私有部署 \u002F 团队管理 \u002F 模型微调（Qoder CN 企业版）",[26,2782,96],{"id":95},[98,2784,2785,2796],{},[101,2786,2787],{},[104,2788,2789,2791,2793],{},[107,2790,1450],{},[107,2792,112],{},[107,2794,2795],{},"含什么",[120,2797,2798,2808,2819],{},[104,2799,2800,2802,2805],{},[125,2801,2398],{},[125,2803,2804],{},"0",[125,2806,2807],{},"插件全功能、无次数限制",[104,2809,2810,2813,2816],{},[125,2811,2812],{},"Qoder CN 订阅",[125,2814,2815],{},"对标 Qoder 个人方案",[125,2817,2818],{},"Qwen3-Coder Max + Quest + Repo Wiki",[104,2820,2821,2824,2827],{},[125,2822,2823],{},"企业版",[125,2825,2826],{},"咨询",[125,2828,2829],{},"私有部署 \u002F SSO \u002F 团队 \u002F 微调",[180,2831,2832],{},[31,2833,2834,2835,632],{},"通义灵码插件仍正常使用且免费；重度场景建议同步关注 ",[439,2836,2837],{"href":529},"Qoder 评测",[26,2839,2841],{"id":2840},"实测中型-java-react-项目","实测（中型 Java + React 项目）",[31,2843,2844],{},[47,2845,193],{},[41,2847,2848,2851,2854,2857,2860],{},[44,2849,2850],{},"阿里云 SDK 调用准确度高：写函数计算 \u002F SLS \u002F RDS 代码时 API 调用几乎不用查文档",[44,2852,2853],{},"中文需求理解一流，prompt 中文写法不会被误解",[44,2855,2856],{},"个人完全免费 + 无次数限制，对学习 \u002F 中小项目压力极小",[44,2858,2859],{},"Qwen3-Coder 升级后多文件改 \u002F 跨函数重构成功率明显提升",[44,2861,2862],{},"与阿里通义其他产品（千问 \u002F 灵积）账号互通",[31,2864,2865],{},[47,2866,215],{},[41,2868,2869,2872,2875,2878,2881],{},[44,2870,2871],{},"老插件 UI 比 Cursor \u002F Copilot 略保守，但 Qoder CN 桌面端补齐",[44,2873,2874],{},"海外开发者访问国内 endpoint 偶有延迟",[44,2876,2877],{},"复杂跨仓库 Agent 任务建议直接用 Qoder CN Quest 模式",[44,2879,2880],{},"部分极偏门语言（Erlang \u002F Crystal 等）支持弱于通用语言",[44,2882,2883],{},"与阿里云外部生态（如 AWS \u002F GCP）SDK 准确度略逊",[26,2885,232],{"id":232},[234,2887,2888,2891,2894,2897,2900,2906],{},[44,2889,2890],{},"lingma.aliyun.com 注册（阿里云账号），免费版立即可用",[44,2892,2893],{},"VS Code \u002F JetBrains 装 \"通义灵码\" 插件",[44,2895,2896],{},"阿里云账号登录，选 Qwen2.5-Max \u002F Qwen3-Coder",[44,2898,2899],{},"体验：注释 → 代码、选中代码右键解释 \u002F 重构 \u002F 生成单测",[44,2901,2902,2903,2905],{},"重度场景：迁移到 ",[439,2904,2730],{"href":529},"，体验 Quest + Repo Wiki + 跨项目并行",[44,2907,2908],{},"企业：咨询私有化部署 \u002F 团队管理",[26,2910,256],{"id":256},[98,2912,2913,2931],{},[101,2914,2915],{},[104,2916,2917,2919,2922,2925,2928],{},[107,2918,265],{},[107,2920,2921],{},"通义灵码 \u002F Qoder CN",[107,2923,2924],{},"Comate",[107,2926,2927],{},"CodeBuddy",[107,2929,2930],{},"CodeGeeX",[120,2932,2933,2949,2966,2980,2996,3009],{},[104,2934,2935,2938,2940,2943,2946],{},[125,2936,2937],{},"个人价格",[125,2939,130],{},[125,2941,2942],{},"免费 \u002F 59",[125,2944,2945],{},"免费 \u002F 58",[125,2947,2948],{},"免费 \u002F 49",[104,2950,2951,2954,2957,2960,2963],{},[125,2952,2953],{},"主力模型",[125,2955,2956],{},"Qwen3-Coder（开源）",[125,2958,2959],{},"文心",[125,2961,2962],{},"混元 + DeepSeek V3",[125,2964,2965],{},"GLM-5.1",[104,2967,2968,2971,2974,2976,2978],{},[125,2969,2970],{},"阿里云 SDK 准确度",[125,2972,2973],{},"✅ 最高",[125,2975,334],{},[125,2977,334],{},[125,2979,334],{},[104,2981,2982,2984,2987,2990,2993],{},[125,2983,343],{},[125,2985,2986],{},"✅ Quest（Qoder CN）",[125,2988,2989],{},"✅ Zulu",[125,2991,2992],{},"✅ Craft",[125,2994,2995],{},"弱",[104,2997,2998,3001,3003,3005,3007],{},[125,2999,3000],{},"中文体验",[125,3002,302],{},[125,3004,302],{},[125,3006,302],{},[125,3008,302],{},[104,3010,3011,3014,3017,3020,3023],{},[125,3012,3013],{},"生态深耕",[125,3015,3016],{},"阿里云 \u002F 信也 \u002F 淘宝",[125,3018,3019],{},"百度 \u002F 顺丰 \u002F 吉利",[125,3021,3022],{},"腾讯 \u002F 微信小程序",[125,3024,3025],{},"智谱 \u002F 信创",[26,3027,374],{"id":374},[41,3029,3030,3036,3042,3048,3054],{},[44,3031,3032,3035],{},[47,3033,3034],{},"重度任务迁 Qoder CN","：Quest \u002F Repo Wiki \u002F 跨项目并行只在 Qoder CN 完整提供",[44,3037,3038,3041],{},[47,3039,3040],{},"个人免费版没必要急升级","：插件够用就行，跑大型 Agent 任务再迁",[44,3043,3044,3047],{},[47,3045,3046],{},"阿里云 SDK 优先用灵码","：其他 Copilot 容易写错版本 \u002F 鉴权链",[44,3049,3050,3053],{},[47,3051,3052],{},"Qwen3-Coder 私有部署有 GPU 门槛","：开源权重免费，但跑 Max 级模型对显存要求高",[44,3055,3056,3059],{},[47,3057,3058],{},"品牌迁移过渡期看清账号体系","：通义灵码账号 ≠ Qoder CN 账号，重度用户提前准备",[26,3061,410],{"id":409},[41,3063,3064,3067,3070,3073,3076,3079,3082],{},[44,3065,3066],{},"✅ 国内开发者免费上手",[44,3068,3069],{},"✅ 阿里云用户（函数计算 \u002F SLS \u002F OSS \u002F RDS 等）",[44,3071,3072],{},"✅ 想用 Qwen3-Coder 开源模型",[44,3074,3075],{},"✅ 中文项目主力",[44,3077,3078],{},"❌ 海外纯英文团队",[44,3080,3081],{},"❌ 完全没有阿里云业务",[44,3083,3084],{},"❌ 已订 Cursor \u002F Copilot 且不愿换工具",[26,3086,433],{"id":433},[41,3088,3089,3093,3099,3105],{},[44,3090,3091],{},[439,3092,2837],{"href":529},[44,3094,3095],{},[439,3096,3098],{"href":3097},"\u002Ftools\u002Fcoding\u002Fcopilot\u002Fcomate","Comate 评测",[44,3100,3101],{},[439,3102,3104],{"href":3103},"\u002Ftools\u002Fcoding\u002Fcopilot\u002Fcodegeex","CodeGeeX 评测",[44,3106,3107],{},[439,3108,460],{"href":459},[26,3110,463],{"id":463},[234,3112,3113,3120,3127],{},[44,3114,3115,3116],{},"阿里云 — 通义灵码 \u002F Qoder CN 产品页（含信也客户数据）",[439,3117,3118],{"href":3118,"rel":3119},"https:\u002F\u002Fwww.alibabacloud.com\u002Fzh\u002Fproduct\u002Flingma",[473],[44,3121,3122,3123],{},"Codnaut — Tongyi Lingma 评测 ",[439,3124,3125],{"href":3125,"rel":3126},"https:\u002F\u002Fwww.codnaut.com\u002Fen\u002Ftools\u002Ftongyi-lingma",[473],[44,3128,3129,3130],{},"中关村在线 — Qwen3-Coder 开源 + 通义灵码升级（2025-07）",[439,3131,3132],{"href":3132,"rel":3133},"https:\u002F\u002Fai.zol.com.cn\u002F1019\u002F10197976.html",[473],{"title":489,"searchDepth":490,"depth":490,"links":3135},[3136,3137,3138,3139,3140,3141,3142,3143,3144,3145],{"id":28,"depth":493,"text":29},{"id":39,"depth":493,"text":39},{"id":95,"depth":493,"text":96},{"id":2840,"depth":493,"text":2841},{"id":232,"depth":493,"text":232},{"id":256,"depth":493,"text":256},{"id":374,"depth":493,"text":374},{"id":409,"depth":493,"text":410},{"id":433,"depth":493,"text":433},{"id":463,"depth":493,"text":463},"copilot","\u002Fimg\u002Ftools\u002Ftongyi-lingma.webp","通义灵码 真实评测：阿里云通义 AI 编程助手，2025 年起底层升级 Qwen3-Coder 开源模型；2026 年品牌迁移为 Qoder CN（国内云区版本，账号 \u002F 计费独立但同源）。Qwen2.5-Max 一度登顶编程能力榜，深度整合阿里云生态。信也科技数百研发周活 70%、新增代码 33% 由灵码编写，整体效率提升 11%。",[3150,3153,3156,3159],{"q":3151,"a":3152},"通义灵码和 Qoder 是同一个产品吗？","通义灵码 2026 年改名 Qoder CN，是 Qoder 在国内的中国云区版本，账号 \u002F 计费独立，但底层 Qwen3-Coder 模型一致。原插件仍可正常使用，重度用户建议迁到 Qoder CN 体验完整 Quest \u002F Repo Wiki。",{"q":3154,"a":3155},"Qwen3-Coder 编程能力如何？","阿里 2025-07 开源的最新一代代码大模型，多个基准测试领先开源同类；通义灵码 Qwen2.5-Max 一度登顶 LMArena 编程能力榜（开源）。",{"q":3157,"a":3158},"对个人开发者真的免费吗？","插件全功能免费、无次数限制。代码生成、解释、重构、单测都不收费。重度跑 Quest 模式建议升 Qoder CN 订阅，享受 Qwen3-Coder Max 旗舰。",{"q":3160,"a":3161},"和 Cursor \u002F Copilot 比？","Cursor \u002F Copilot 海外个人开发仍最强；通义灵码（Qoder CN）强在中文场景、阿里云生态、Qwen3-Coder 开源模型、国内访问稳定。信也、淘宝、阿里系内部规模化用。",[524,525],{},[535,536,3165,3166],"intellij","pycharm",[3168,3171,3174],{"plan":2398,"price":2804,"features":3169,"notes":3170},"代码补全 \u002F 解释 \u002F 重构 \u002F 单测生成 \u002F 跨文件编辑","全功能免费、无次数限制",{"plan":3172,"price":2815,"features":2818,"notes":3173},"Qoder CN（原灵码）订阅","国内云区版本、独立账号 \u002F 计费",{"plan":2823,"price":3175,"features":3176,"notes":3177},"咨询定制","私有部署 \u002F SSO \u002F 团队管理 \u002F 模型微调","信也、阿里系等头部客户","个人免费 \u002F 企业版咨询定制 \u002F Qoder CN 订阅",[559,560],[3181,3182,1207],"codebuddy-deep-review","copilot-four-comparison",{"power":565,"ux":565,"price":504,"cn_support":504,"stability":565},{"title":2716,"description":3148},"通义灵码评测 2026：阿里 AI 编程助手，企业级代码补全，国内免费",[3187,3189,3191],{"name":3188,"url":3125,"accessed":572},"Codnaut — Tongyi Lingma 介绍",{"name":3190,"url":3118,"accessed":572},"阿里云 — 通义灵码 \u002F Qoder CN 产品页",{"name":3192,"url":3132,"accessed":572},"中关村在线 — Qwen3-Coder 开源 + 通义灵码升级","tools\u002Fcoding\u002Fcopilot\u002Ftongyi-lingma","阿里通义 AI 编程助手，深度集成 Qwen3-Coder，已升级为 Qoder CN（国内云区版本）",[3146,582,583,3196,3197,3198,2709],"qwen","tongyi","qoder-cn","国产免费 Copilot 主力，背靠阿里 Qwen3-Coder 开源模型。已用户基本盘大、阿里云生态深度。2026 年品牌迁移为 Qoder CN 后产品同步性提升；老 IDE 插件仍可用。","https:\u002F\u002Flingma.aliyun.com","HGXpb5YuW3_S9qLGduX03Vhuh41iW5TkoM6piP9B5LY",1785660640777]