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Comate",[1124,1125,1126,1127],{"name":618,"url":550},{"name":19,"url":20},{"name":22,"url":23},{"name":25,"url":26},{"type":28,"value":1129,"toc":1542},[1130,1132,1139,1142,1144,1187,1189,1247,1250,1254,1258,1275,1279,1296,1298,1318,1320,1437,1439,1471,1473,1496,1498,1517,1519],[31,1131,34],{"id":33},[36,1133,1134,1135,1138],{},"文心快码（Baidu Comate）是百度基于文心大模型打造的 AI 编程助手，在 IDC 2026 年度《AI 代码助手评估》中 9 项维度斩获 8 项满分、C++ 生成质量行业第一。差异化是 ",[52,1136,1137],{},"SPEC 规范驱动"," ——白盒化开发流程，让 AI 的每一步思维都可 review，避免黑盒「氛围编程」。已在顺丰、吉利、喜马拉雅等大客户规模化落地，44% 代码采纳率（喜马拉雅实测）。",[36,1140,1141],{},"适合：国内企业团队、对代码合规 \u002F 质量可控要求高、需要私有化 \u002F VPC 部署、C++ \u002F 后端为主的研发团队。不适合：纯英文海外团队、个人 prototyping（专业版 59 元\u002F月与 GLM Coding Plan 49 元价位贴脸竞争）。",[31,1143,44],{"id":44},[46,1145,1146,1152,1157,1163,1169,1175,1181],{},[49,1147,1148,1151],{},[52,1149,1150],{},"多智能体协同","：Zulu 编程智能体 + 子智能体并行任务拆解",[49,1153,1154,1156],{},[52,1155,1137],{},"：Doc → Tasks → Changes → Preview 白盒流水",[49,1158,1159,1162],{},[52,1160,1161],{},"代码补全 + Inline 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元\u002F人\u002F月",[136,1234,1235],{},"+ 安全管控 + 数据报表 + 成员权限",[115,1237,1238,1241,1244],{},[136,1239,1240],{},"企业专属版",[136,1242,1243],{},"2,500 元\u002F人\u002F年（100 人起）",[136,1245,1246],{},"+ 私有化 + 微调 + 审计日志",[36,1248,1249],{},"Zulu 加量包：50 \u002F 100 \u002F 500 次 = 30 \u002F 60 \u002F 300 元（优惠后 18 \u002F 33 \u002F 150）。",[31,1251,1253],{"id":1252},"实测中型-c-vue-项目","实测（中型 C++ + Vue 项目）",[36,1255,1256],{},[52,1257,209],{},[46,1259,1260,1263,1266,1269,1272],{},[49,1261,1262],{},"C++ 生成质量在国产里第一档：复杂模板 \u002F RAII \u002F 智能指针处理正确率明显高",[49,1264,1265],{},"SPEC 模式做后端模块开发：先生成 Doc → 拆 Tasks → 一步步生成代码，整段 PR 出来注释 + 文档齐",[49,1267,1268],{},"多智能体协同跑大任务有用：让 Zulu 拆，子 agent 并行写测试",[49,1270,1271],{},"Kimi-K2.6 + 文心组合，复杂业务推理稳",[49,1273,1274],{},"喜马拉雅 44% 采纳率不是营销话术——大型业务场景下确实能感受到",[36,1276,1277],{},[52,1278,231],{},[46,1280,1281,1284,1287,1290,1293],{},[49,1282,1283],{},"个人专业版 59 元\u002F月对个人偏贵（每月只送 500 快速请求 + ¥55 额度）",[49,1285,1286],{},"Eclipse 等老 IDE 不支持，遗留项目要先迁",[49,1288,1289],{},"智能体额度算法不透明，超量买加量包性价比一般",[49,1291,1292],{},"海外开发者访问偶发抖动",[49,1294,1295],{},"SPEC 流程对小项目是额外开销",[31,1297,251],{"id":251},[253,1299,1300,1303,1306,1309,1312,1315],{},[49,1301,1302],{},"comate.baidu.com 注册（百度账号），免费版立即可用",[49,1304,1305],{},"VS Code \u002F JetBrains 装 \"Comate\" 插件",[49,1307,1308],{},"设置勾常用语言、上传 .editorconfig 同步团队代码风格",[49,1310,1311],{},"体验：注释 → 代码、选中代码右键 Zulu \u002F Spec 模式",[49,1313,1314],{},"企业：买专业版后开企业空间，邀成员、配私域知识库",[49,1316,1317],{},"重度后端：把 Kimi-K2.6 \u002F DeepSeek 模型切换加上",[31,1319,275],{"id":275},[109,1321,1322,1336],{},[112,1323,1324],{},[115,1325,1326,1328,1330,1332,1334],{},[118,1327,284],{},[118,1329,289],{},[118,1331,13],{},[118,1333,292],{},[118,1335,295],{},[131,1337,1338,1352,1365,1380,1392,1406,1423],{},[115,1339,1340,1342,1345,1348,1350],{},[136,1341,854],{},[136,1343,1344],{},"免费 \u002F 59",[136,1346,1347],{},"免费 \u002F 58",[136,1349,328],{},[136,1351,331],{},[115,1353,1354,1357,1359,1361,1363],{},[136,1355,1356],{},"企业起价",[136,1358,1232],{},[136,1360,169],{},[136,1362,1091],{},[136,1364,1091],{},[115,1366,1367,1370,1373,1376,1378],{},[136,1368,1369],{},"私有化",[136,1371,1372],{},"✅ VPC \u002F 混合云",[136,1374,1375],{},"✅ 专享版",[136,1377,345],{},[136,1379,345],{},[115,1381,1382,1384,1386,1388,1390],{},[136,1383,336],{},[136,1385,342],{},[136,1387,339],{},[136,1389,345],{},[136,1391,348],{},[115,1393,1394,1397,1400,1402,1404],{},[136,1395,1396],{},"SPEC 流水",[136,1398,1399],{},"✅ 杀手锏",[136,1401,348],{},[136,1403,375],{},[136,1405,348],{},[115,1407,1408,1411,1414,1417,1420],{},[136,1409,1410],{},"大客户落地",[136,1412,1413],{},"顺丰 \u002F 吉利 \u002F 喜马",[136,1415,1416],{},"微信 \u002F 腾讯系",[136,1418,1419],{},"信也 \u002F 阿里系",[136,1421,1422],{},"智谱 \u002F 信创",[115,1424,1425,1428,1431,1433,1435],{},[136,1426,1427],{},"IDC 评估",[136,1429,1430],{},"8\u002F9 满分",[136,1432,144],{},[136,1434,144],{},[136,1436,144],{},[31,1438,397],{"id":397},[46,1440,1441,1447,1453,1459,1465],{},[49,1442,1443,1446],{},[52,1444,1445],{},"个人开发性价比看额度","：59 元\u002F月只送 500 Zulu，超量买加量包要算",[49,1448,1449,1452],{},[52,1450,1451],{},"SPEC 模式别用在小项目","：流程过重，单文件改 \u002F 快速 prototyping 用补全模式",[49,1454,1455,1458],{},[52,1456,1457],{},"Eclipse 用户先迁 IDE","：Comate 不支持，建议 VS Code 或 JetBrains",[49,1460,1461,1464],{},[52,1462,1463],{},"企业团队先 PoC","：私有化部署 + 文心代码大模型组合，前期投入较大",[49,1466,1467,1470],{},[52,1468,1469],{},"代码采纳率 44% 是企业深度集成","：个人开发感受没那么明显",[31,1472,433],{"id":432},[46,1474,1475,1478,1481,1484,1487,1490,1493],{},[49,1476,1477],{},"✅ 国内企业团队、合规要求高",[49,1479,1480],{},"✅ C++ \u002F 后端为主的研发",[49,1482,1483],{},"✅ 需要私有化 \u002F VPC \u002F 混合云部署",[49,1485,1486],{},"✅ 团队需要 SPEC 白盒化流程",[49,1488,1489],{},"❌ 海外纯英文团队",[49,1491,1492],{},"❌ 个人轻度 \u002F 偶尔 vibe coding（用免费版即可）",[49,1494,1495],{},"❌ 完全没有合规需求的小团队",[31,1497,459],{"id":459},[46,1499,1500,1505,1509,1513],{},[49,1501,1502],{},[465,1503,1504],{"href":550},"CodeBuddy 评测",[49,1506,1507],{},[465,1508,472],{"href":20},[49,1510,1511],{},[465,1512,477],{"href":23},[49,1514,1515],{},[465,1516,1013],{"href":585},[31,1518,486],{"id":486},[253,1520,1521,1528,1535],{},[49,1522,1523,1524],{},"文心快码官方定价（2026-01-30）",[465,1525,1526],{"href":1526,"rel":1527},"https:\u002F\u002Fcomate.baidu.com\u002Fzh\u002Fpage\u002Fvew71mux9gm",[496],[49,1529,1530,1531],{},"NavCN — 文心快码完整测评（2026-05-19）",[465,1532,1533],{"href":1533,"rel":1534},"https:\u002F\u002Fwww.navcn.cn\u002Ftool\u002F593.html",[496],[49,1536,1537,1538],{},"百度智能云 Comate 公有云定价 ",[465,1539,1540],{"href":1540,"rel":1541},"https:\u002F\u002Fcloud.baidu.com\u002Fdoc\u002FCOMATE\u002Fs\u002Frlnvnio4a",[496],{"title":512,"searchDepth":513,"depth":513,"links":1543},[1544,1545,1546,1547,1548,1549,1550,1551,1552,1553],{"id":33,"depth":516,"text":34},{"id":44,"depth":516,"text":44},{"id":682,"depth":516,"text":683},{"id":1252,"depth":516,"text":1253},{"id":251,"depth":516,"text":251},{"id":275,"depth":516,"text":275},{"id":397,"depth":516,"text":397},{"id":432,"depth":516,"text":433},{"id":459,"depth":516,"text":459},{"id":486,"depth":516,"text":486},"\u002Fimg\u002Ftools\u002Fcomate.webp","文心快码（Baidu Comate）真实评测：百度基于文心大模型的 AI 编程助手，IDC 2026 报告 9 项维度 8 项满分、C++ 生成质量行业第一。SPEC 规范驱动『杀手锏』+ Zulu 智能体 + 多模型（含 Kimi-K2.6 \u002F DeepSeek \u002F GLM）。个人标准版免费 \u002F 专业版 59 元\u002F月 \u002F 企业专业版 150 元\u002F人\u002F月。",[1557,1560,1563,1566],{"q":1558,"a":1559},"IDC 8 项满分是真的吗？是什么意义？","IDC 2026 年度《AI 代码助手评估》9 项维度（智能体能力 \u002F 工程化落地 \u002F 企业安全 \u002F 多语言 \u002F 上下文 \u002F 模型 \u002F 私有化 \u002F 数据治理 \u002F 客户成功）中 Comate 拿 8 项满分，C++ 生成质量行业第一。这是国内目前唯一拿到 8\u002F9 的产品。",{"q":1561,"a":1562},"SPEC 规范驱动到底是什么？","白盒化开发流程：Doc → Tasks → Changes → Preview。AI 先写需求文档 → 拆任务 → 生成变更 → 给预览，每一步可 review 可改，避免『氛围编程』黑盒。对企业代码合规价值大，对个人 prototyping 是额外步骤。",{"q":1564,"a":1565},"和 Cursor \u002F Copilot 比？","海外个人开发 Cursor 仍最强；国内企业团队（多人协同、要合规、私有化部署），Comate 的 SPEC + 私有化 + 文心代码大模型组合更扎实。顺丰、吉利、喜马拉雅都已规模化用。",{"q":1567,"a":1568},"44% 代码采纳率含金量？","在喜马拉雅实际业务场景中代码采纳率 44%——比 Copilot 公开数据 30% 高。但这是企业级深度集成场景，个人开发可能感受不到同等差距。",[546,547],{},[553,554,555,556],[1573,1576,1580,1584,1587],{"plan":1209,"price":560,"features":1574,"notes":1575},"代码补全 \u002F 单测 \u002F Spec 模式 \u002F Figma 转代码","完全免费、基础功能",{"plan":152,"price":1577,"features":1578,"notes":1579},"59 元\u002F月（原价 100）","标准版 + ¥55 智能体额度\u002F月 + SOTA 模型优先","每月赠 500 Zulu 快速请求",{"plan":1229,"price":1581,"features":1582,"notes":1583},"150 元\u002F人\u002F月（季 450 \u002F 年 1,500）","专业版 + 企业安全 + 成员管理 + 数据报表","团队池 + License 管理",{"plan":1240,"price":1243,"features":1585,"notes":1586},"VPC \u002F 混合云 \u002F 私有化 + 模型微调 + 审计日志","金融 \u002F 政企合规",{"plan":1588,"price":1589,"features":1590,"notes":1591},"Zulu 加量包","30 元 \u002F 60 元 \u002F 300 元","50 \u002F 100 \u002F 500 次快速 Zulu 请求","优惠后 18 \u002F 33 \u002F 150 元","个人免费 \u002F 专业版 59 元·月 \u002F 企业专业版 150 元·人·月 \u002F 私有化定制",[1594,1595],{"name":584,"url":585},{"name":582,"url":482},{"power":587,"ux":587,"price":587,"cn_support":527,"stability":527},{"title":1122,"description":1555},"coding\u002Fcopilot\u002Fcomate",[1600,1602,1604],{"name":1601,"url":1533,"accessed":593},"NavCN — 文心快码完整测评",{"name":1603,"url":1526,"accessed":593},"文心快码官方定价",{"name":1605,"url":1540,"accessed":593},"百度智能云 Comate 公有云定价","tools\u002Fcoding\u002Fcopilot\u002Fcomate","百度文心大模型驱动的 AI 编程助手，IDC 2026 评估 9 项维度 8 项满分",[526,601,1609,1610,1611,1612,605,1613],"baidu","spec","wenxin","zulu","enterprise","国产企业 AI 编程的标杆——SPEC 白盒化让 AI 的开发过程可审计、可追溯，精准击中合规与质量痛点。顺丰、吉利等大客户落地、44% 代码采纳率。个人轻度建议先用免费版，重度选 Coding Plan 同价位的 GLM 套餐性价比更高。","https:\u002F\u002Fcomate.baidu.com","-1THMDu4MsZgZK01xiBLcEY-U_re6iLHD2AgD_2rl_E",{"id":1618,"title":1619,"alternatives":1620,"api_compatible":1625,"body":1626,"category":526,"chinese_friendly":513,"cover":2570,"description":2571,"domestic":530,"extension":531,"faq":3,"free":530,"github":2520,"languages":2572,"meta":2573,"models":2574,"navigation":549,"notSuitable":2580,"opensource":530,"path":26,"pillar":551,"platforms":2584,"priceTable":2588,"pricing":2610,"published":579,"relatedPlaybooks":3,"relatedReviews":3,"score":2611,"self_host":530,"seo":2612,"slug":2613,"sources":2614,"stem":2631,"suitable":2632,"tagline":2638,"tags":2639,"updated":593,"verdict":2643,"website":2520,"__hash__":2644},"tools\u002Ftools\u002Fcoding\u002Fcopilot\u002Fgithub-copilot.md","GitHub Copilot",[1621,1622,1623,1624],"coding\u002Fide\u002Fcursor","coding\u002Fide\u002Fwindsurf","coding\u002Fextension\u002Fcline","coding\u002Fextension\u002Fcontinue",[],{"type":28,"value":1627,"toc":2552},[1628,1630,1663,1668,1671,1676,1702,1706,1714,1728,1736,1741,1745,1753,1771,1774,1778,1788,1792,1800,1824,1827,1834,1916,1921,1946,1950,2074,2077,2080,2120,2123,2287,2292,2326,2329,2392,2394,2397,2414,2417,2445,2447,2511,2513,2541,2548],[31,1629,34],{"id":33},[1631,1632,1637,1652],"div",{"className":1633},[1634,1635,1636],"card","p-5","my-4",[36,1638,1639,1642,1643,1647,1648,1651],{},[52,1640,1641],{},"一句话："," AI 编程的\"出厂选项\"。2021 年随 VS Code 首发，2025-02 Agent Mode GA、2025-09 Coding Agent GA、2025 全年支持 ",[465,1644,1646],{"href":1645},"\u002Fwiki\u002Fmcp.html","MCP","，到 2026 Q2 已经从\"补全工具\"演化成 ",[52,1649,1650],{},"完整 Agent 平台","——补全、对话、Agent Mode、后台 Coding Agent 一站全有。",[36,1653,1654,1655,1658,1659,1662],{},"最大优势是 ",[52,1656,1657],{},"生态最稳 + 免费档大方（2000 次补全\u002F月）+ 学生\u002F开源免费 Pro","。代价是 ",[52,1660,1661],{},"国内门槛","：账号 + 网络 + 支付。",[196,1664,1665],{},[36,1666,1667],{},"来源说明：本文基于 github.com 官方页面、docs.github.com 企业版文档、github.blog 公告、第三方评测（augmentcode \u002F tossitt \u002F 4geeks）综合整理。Copilot 定价 2026 多次调整（社区报告 2026-04 起新增 credit 制），请以最新官方页面为准。",[31,1669,1670],{"id":1670},"核心特性",[1672,1673,1675],"h3",{"id":1674},"三大形态completion-chat-agent","三大形态：Completion \u002F Chat \u002F Agent",[46,1677,1678,1684,1690,1696],{},[49,1679,1680,1683],{},[52,1681,1682],{},"Code Completion","：开山立派的能力，AI 在你写代码时给 inline 建议",[49,1685,1686,1689],{},[52,1687,1688],{},"Copilot Chat","：侧边栏对话，问\"这段代码什么意思\"、\"帮我写个 SQL\"",[49,1691,1692,1695],{},[52,1693,1694],{},"Agent Mode","（2025-02 在 VS Code GA）：自主多文件编辑，可调工具、跑测试、看结果调整",[49,1697,1698,1701],{},[52,1699,1700],{},"Coding Agent","（2025-09 GA）：在 GitHub 网页 \u002F 移动端把 issue 派给 Copilot，它在云端 Actions 环境里改代码、开 PR 等你 review",[1672,1703,1705],{"id":1704},"agent-mode-详解","Agent Mode 详解",[36,1707,1708,1713],{},[465,1709,1712],{"href":1710,"rel":1711},"https:\u002F\u002Fgithub.blog\u002Fnews-insights\u002Fproduct-news\u002Fgithub-copilot-coding-agent-is-now-generally-available\u002F",[496],"GitHub Blog 公告"," 描述的 Agent Mode 能力：",[46,1715,1716,1719,1722,1725],{},[49,1717,1718],{},"跨文件自主编辑（不需要你一个个 @ 文件）",[49,1720,1721],{},"调用 terminal 跑测试 \u002F linter",[49,1723,1724],{},"MCP 服务集成（2025-04 起 public preview，VS Code \u002F JetBrains \u002F Xcode 都支持）",[49,1726,1727],{},"支持 Claude Opus 4.6 \u002F Sonnet 4.6 \u002F GPT-5 \u002F Gemini 2.5 Pro 等多模型按需切",[36,1729,1730,1735],{},[465,1731,1734],{"href":1732,"rel":1733},"https:\u002F\u002Fagents.4geeks.com\u002Fagent\u002Fgithub-copilot",[496],"4geeks.com 2025 评测","：",[196,1737,1738],{},[36,1739,1740],{},"\"GitHub Copilot supports MCP (Model Context Protocol) servers in VS Code, JetBrains, and Xcode, available in Agent Mode. Users can connect MCP tools directly from the Copilot panel.\"",[1672,1742,1744],{"id":1743},"coding-agent云端后台-pr-生成","Coding Agent（云端后台 PR 生成）",[36,1746,1747,1752],{},[465,1748,1751],{"href":1749,"rel":1750},"https:\u002F\u002Fdocs.github.com\u002F",[496],"GitHub 官方文档"," 描述的 Coding Agent：",[46,1754,1755,1758,1765,1768],{},[49,1756,1757],{},"从 GitHub Issues、VS Code、GitHub.com agent 界面、PR 评论、安全告警任一入口指派",[49,1759,1760,1761,1764],{},"在 ",[52,1762,1763],{},"GitHub Actions 临时开发环境","里跑（不占你本地）",[49,1766,1767],{},"完成后开 PR，附完整 commit \u002F 测试输出 \u002F 工作日志",[49,1769,1770],{},"你只 review + merge",[36,1772,1773],{},"支持版本：Pro \u002F Pro+ \u002F Business \u002F Enterprise（Free 不含）",[1672,1775,1777],{"id":1776},"copilot-cli终端补全","Copilot CLI（终端补全）",[36,1779,1780,1783,1784,1787],{},[821,1781,1782],{},"gh copilot suggest","、",[821,1785,1786],{},"gh copilot explain","——把\"自然语言 → shell 命令\"做成命令行工具。免费档也送。",[1672,1789,1791],{"id":1790},"模型选择-credit-制2026-新变化","模型选择 + Credit 制（2026 新变化）",[36,1793,1794,1799],{},[465,1795,1798],{"href":1796,"rel":1797},"https:\u002F\u002Fgithub.com\u002Ffeatures\u002Fcopilot\u002Fplans",[496],"Copilot 官方 Plans 页"," 2026 Q2 价格表关键变化：",[46,1801,1802,1809,1812,1815],{},[49,1803,1804,1805,1808],{},"各档位除 seat 费外，",[52,1806,1807],{},"附赠 AI credits","（Pro $15 \u002F Pro+ $70 \u002F Max $200 \u002F Business $? \u002F Enterprise 更多）",[49,1810,1811],{},"Credits 用于调用 premium 模型（Opus \u002F GPT-5 等）",[49,1813,1814],{},"普通 Sonnet \u002F Haiku \u002F GPT-5 mini 不消耗 credits 或低消耗",[49,1816,1817,1818,1823],{},"2026-04-20 起一度暂停 Pro \u002F Pro+ \u002F Student 新签，6-1 切到 credit 制（",[465,1819,1822],{"href":1820,"rel":1821},"https:\u002F\u002Ftossitt.com\u002Fgithub-copilot-guide-2026",[496],"tossitt 2026-04 指南","）",[31,1825,1826],{"id":1826},"价格与运行成本",[36,1828,1829,1833],{},[465,1830,1832],{"href":1796,"rel":1831},[496],"官方 Plans 页"," 2026 Q2 公开数据：",[109,1835,1836,1848],{},[112,1837,1838],{},[115,1839,1840,1843,1845],{},[118,1841,1842],{},"档位",[118,1844,701],{},[118,1846,1847],{},"关键点",[131,1849,1850,1864,1873,1884,1894,1905],{},[115,1851,1852,1855,1858],{},[136,1853,1854],{},"Free",[136,1856,1857],{},"$0",[136,1859,1860,1861],{},"2000 补全\u002F月，Haiku 4.5 + GPT-5 mini，含 Copilot CLI，",[52,1862,1863],{},"无需信用卡",[115,1865,1866,1868,1870],{},[136,1867,728],{},[136,1869,865],{},[136,1871,1872],{},"无限补全 + Cloud agent + Code review + 第三方 agent（Claude Code \u002F Codex）+ $15 credits",[115,1874,1875,1878,1881],{},[136,1876,1877],{},"Pro+",[136,1879,1880],{},"$39\u002F月",[136,1882,1883],{},"Pro + Opus 等 premium 模型 + 4x usage + $70 credits",[115,1885,1886,1888,1891],{},[136,1887,742],{},[136,1889,1890],{},"$100\u002F月",[136,1892,1893],{},"Pro+ 2.9x + 优先新模型 + $200 credits",[115,1895,1896,1899,1902],{},[136,1897,1898],{},"Business",[136,1900,1901],{},"$19\u002Fseat\u002F月",[136,1903,1904],{},"组织管理 + Copilot 策略 + 全代码库语义索引",[115,1906,1907,1910,1913],{},[136,1908,1909],{},"Enterprise",[136,1911,1912],{},"$39\u002Fseat\u002F月",[136,1914,1915],{},"Business + Enterprise 索引 + 优先模型",[36,1917,1918,1735],{},[52,1919,1920],{},"重要福利",[46,1922,1923,1934,1940],{},[49,1924,1925,1735,1928,1933],{},[52,1926,1927],{},"学生免费",[465,1929,1932],{"href":1930,"rel":1931},"https:\u002F\u002Feducation.github.com\u002Fpack",[496],"GitHub Student Developer Pack"," 认证后直接拿 Pro",[49,1935,1936,1939],{},[52,1937,1938],{},"开源维护者免费","：维护流行开源项目（star 数 + 活跃度门槛）可申请免费 Pro",[49,1941,1942,1945],{},[52,1943,1944],{},"教师免费","：通过 GitHub Education 认证",[31,1947,1949],{"id":1948},"上手-3-分钟","上手 3 分钟",[1951,1952,1956],"pre",{"className":1953,"code":1954,"language":1955,"meta":512,"style":512},"language-bash shiki shiki-themes github-light github-dark","# VS Code：扩展市场搜 \"GitHub Copilot\" 装上即可\n# JetBrains：Plugin Marketplace 搜 Copilot\n# Neovim：装 github\u002Fcopilot.vim 仓库\n# Xcode：装 github\u002FCopilotForXcode\n\n# 命令行\nbrew install gh                  # macOS\nwinget install GitHub.cli        # Windows\n# Linux：参考 cli.github.com\n\ngh auth login                    # 登录 GitHub\ngh extension install github\u002Fgh-copilot\ngh copilot suggest \"重启 docker 并清理缓存\"\n","bash",[821,1957,1958,1967,1972,1977,1982,1987,1993,2009,2022,2028,2032,2047,2060],{"__ignoreMap":512},[1959,1960,1963],"span",{"class":1961,"line":1962},"line",1,[1959,1964,1966],{"class":1965},"sJ8bj","# VS Code：扩展市场搜 \"GitHub Copilot\" 装上即可\n",[1959,1968,1969],{"class":1961,"line":516},[1959,1970,1971],{"class":1965},"# JetBrains：Plugin Marketplace 搜 Copilot\n",[1959,1973,1974],{"class":1961,"line":513},[1959,1975,1976],{"class":1965},"# Neovim：装 github\u002Fcopilot.vim 仓库\n",[1959,1978,1979],{"class":1961,"line":587},[1959,1980,1981],{"class":1965},"# Xcode：装 github\u002FCopilotForXcode\n",[1959,1983,1984],{"class":1961,"line":527},[1959,1985,1986],{"emptyLinePlaceholder":549},"\n",[1959,1988,1990],{"class":1961,"line":1989},6,[1959,1991,1992],{"class":1965},"# 命令行\n",[1959,1994,1995,1999,2003,2006],{"class":1961,"line":6},[1959,1996,1998],{"class":1997},"sScJk","brew",[1959,2000,2002],{"class":2001},"sZZnC"," install",[1959,2004,2005],{"class":2001}," gh",[1959,2007,2008],{"class":1965},"                  # macOS\n",[1959,2010,2011,2014,2016,2019],{"class":1961,"line":9},[1959,2012,2013],{"class":1997},"winget",[1959,2015,2002],{"class":2001},[1959,2017,2018],{"class":2001}," GitHub.cli",[1959,2020,2021],{"class":1965},"        # Windows\n",[1959,2023,2025],{"class":1961,"line":2024},9,[1959,2026,2027],{"class":1965},"# Linux：参考 cli.github.com\n",[1959,2029,2030],{"class":1961,"line":8},[1959,2031,1986],{"emptyLinePlaceholder":549},[1959,2033,2035,2038,2041,2044],{"class":1961,"line":2034},11,[1959,2036,2037],{"class":1997},"gh",[1959,2039,2040],{"class":2001}," auth",[1959,2042,2043],{"class":2001}," login",[1959,2045,2046],{"class":1965},"                    # 登录 GitHub\n",[1959,2048,2050,2052,2055,2057],{"class":1961,"line":2049},12,[1959,2051,2037],{"class":1997},[1959,2053,2054],{"class":2001}," extension",[1959,2056,2002],{"class":2001},[1959,2058,2059],{"class":2001}," github\u002Fgh-copilot\n",[1959,2061,2063,2065,2068,2071],{"class":1961,"line":2062},13,[1959,2064,2037],{"class":1997},[1959,2066,2067],{"class":2001}," copilot",[1959,2069,2070],{"class":2001}," suggest",[1959,2072,2073],{"class":2001}," \"重启 docker 并清理缓存\"\n",[36,2075,2076],{},"IDE 中：登录 GitHub 账号 → 同意订阅 → 直接用。Free 档不需要任何信用卡。",[31,2078,2079],{"id":2079},"国内使用注意事项",[253,2081,2082,2088,2098,2104],{},[49,2083,2084,2087],{},[52,2085,2086],{},"账号","：注册 GitHub 即可，国内号 ok，但偶发要海外手机验证",[49,2089,2090,2093,2094,2097],{},[52,2091,2092],{},"网络","：插件 push \u002F pull 走 api.github.com 和 copilot-proxy.githubusercontent.com，国内",[52,2095,2096],{},"必须有稳定代理","，否则补全卡顿到不可用",[49,2099,2100,2103],{},[52,2101,2102],{},"支付","：Pro 付款渠道有限——Apple 礼品卡（macOS）、Google Play（Android）、海外卡。第三方代付方案少",[49,2105,2106,2109,2110,2114,2115,2119],{},[52,2107,2108],{},"替代路径","：用 ",[465,2111,2113],{"href":2112},"\u002Fcoding\u002Fcli\u002Fcline.html","Cline"," \u002F ",[465,2116,2118],{"href":2117},"\u002Fcoding\u002Fagent\u002Fcontinue.html","Continue"," + 国产模型，国内体验更顺畅",[31,2121,2122],{"id":2122},"与同类怎么选",[109,2124,2125,2149],{},[112,2126,2127],{},[115,2128,2129,2131,2133,2139,2145],{},[118,2130,284],{},[118,2132,1619],{},[118,2134,2135],{},[465,2136,2138],{"href":2137},"\u002Fcoding\u002Fide\u002Fcursor.html","Cursor",[118,2140,2141],{},[465,2142,2144],{"href":2143},"\u002Fcoding\u002Fide\u002Fwindsurf.html","Windsurf",[118,2146,2147],{},[465,2148,2113],{"href":2112},[131,2150,2151,2167,2183,2197,2213,2229,2244,2258,2273],{},[115,2152,2153,2156,2159,2162,2164],{},[136,2154,2155],{},"形态",[136,2157,2158],{},"插件（VS Code\u002FJetBrains 等）",[136,2160,2161],{},"AI-first IDE",[136,2163,2161],{},[136,2165,2166],{},"VS Code 扩展",[115,2168,2169,2172,2175,2178,2180],{},[136,2170,2171],{},"多 IDE 覆盖",[136,2173,2174],{},"★★★★★",[136,2176,2177],{},"★★☆☆☆ 仅自家",[136,2179,2177],{},[136,2181,2182],{},"★★★★☆",[115,2184,2185,2188,2190,2192,2194],{},[136,2186,2187],{},"补全速度",[136,2189,2182],{},[136,2191,2182],{},[136,2193,2174],{},[136,2195,2196],{},"★★★☆☆",[115,2198,2199,2202,2205,2208,2211],{},[136,2200,2201],{},"Agent 模式",[136,2203,2204],{},"★★★★☆ Agent Mode",[136,2206,2207],{},"★★★★★ Composer",[136,2209,2210],{},"★★★★★ Cascade",[136,2212,2182],{},[115,2214,2215,2218,2221,2224,2227],{},[136,2216,2217],{},"云端后台 Agent",[136,2219,2220],{},"★★★★★ Coding Agent",[136,2222,2223],{},"⚠️ Bug bot",[136,2225,2226],{},"❌",[136,2228,2226],{},[115,2230,2231,2234,2237,2239,2241],{},[136,2232,2233],{},"模型选择",[136,2235,2236],{},"★★★★★ 多家",[136,2238,2182],{},[136,2240,2182],{},[136,2242,2243],{},"★★★★★ BYOK",[115,2245,2246,2249,2252,2254,2256],{},[136,2247,2248],{},"企业合规",[136,2250,2251],{},"★★★★★ SOC2\u002FISO",[136,2253,2182],{},[136,2255,2196],{},[136,2257,2196],{},[115,2259,2260,2263,2266,2268,2270],{},[136,2261,2262],{},"免费档",[136,2264,2265],{},"★★★★☆ 2000\u002F月",[136,2267,2196],{},[136,2269,2182],{},[136,2271,2272],{},"完全免费（自带 API）",[115,2274,2275,2277,2280,2282,2284],{},[136,2276,1661],{},[136,2278,2279],{},"高",[136,2281,2279],{},[136,2283,2279],{},[136,2285,2286],{},"低",[36,2288,2289,1735],{},[52,2290,2291],{},"怎么选",[46,2293,2294,2300,2306,2316],{},[49,2295,2296,2299],{},[52,2297,2298],{},"公司发账号 \u002F 团队"," → GitHub Copilot Business",[49,2301,2302,2305],{},[52,2303,2304],{},"个人海外 + 想要稳定生态"," → Pro $10\u002F月",[49,2307,2308,2311,2312,2114,2314],{},[52,2309,2310],{},"追求 IDE 级 Agent 激进度"," → ",[465,2313,2138],{"href":2137},[465,2315,2144],{"href":2143},[49,2317,2318,2311,2321,2114,2323,2325],{},[52,2319,2320],{},"国内 \u002F 完全自主可控",[465,2322,2113],{"href":2112},[465,2324,2118],{"href":2117}," + 国产模型",[31,2327,2328],{"id":2328},"避坑清单",[46,2330,2331,2342,2348,2354,2364,2374,2380,2386],{},[49,2332,2333,2336,2337,2341],{},[52,2334,2335],{},"2026-04 起 Pro \u002F Pro+ \u002F Student 新签曾被暂停","：6-1 起 credit 制 GA，老用户不受影响，新签前最好去 ",[465,2338,2340],{"href":1796,"rel":2339},[496],"github.com\u002Ffeatures\u002Fcopilot\u002Fplans"," 确认当前是否可注册",[49,2343,2344,2347],{},[52,2345,2346],{},"Credit 制下 Premium 模型烧得快","：Opus 4.6 一次复杂 agent 任务可能耗 5-10 个 credits（社区报告，非官方明示），重度使用算账要仔细",[49,2349,2350,2353],{},[52,2351,2352],{},"Coding Agent 跑在 Actions 上","：你的 Actions minutes 会被消耗，免费仓库够用，私有仓库要注意账单",[49,2355,2356,2359,2360,2363],{},[52,2357,2358],{},"Agent Mode 默认权限要 review","：第一次跑会让你授权\"能改文件 \u002F 能跑命令\"，团队建议设置 ",[821,2361,2362],{},".github\u002Fcopilot-instructions.md"," 把规则成文",[49,2365,2366,2373],{},[52,2367,2368,2369,2372],{},"不要把 ",[821,2370,2371],{},"OPENAI_API_KEY"," 暴露","：Copilot 自带模型供给，不需要你的 API key",[49,2375,2376,2379],{},[52,2377,2378],{},"国内首次激活有\"需要海外手机\"的概率事件","：失败时换网络环境或换手机号",[49,2381,2382,2385],{},[52,2383,2384],{},"JetBrains 插件偶发崩溃","：IDE 端体验略落后 VS Code，遇到崩溃先升 plugin 版本",[49,2387,2388,2391],{},[52,2389,2390],{},"Pro+ \u002F Max 是个人订阅，不能给团队共享","：要团队就上 Business",[31,2393,433],{"id":432},[36,2395,2396],{},"✅ 适合：",[46,2398,2399,2402,2405,2408,2411],{},[49,2400,2401],{},"已经全员在 GitHub 的团队（开 Business 最省事）",[49,2403,2404],{},"个人海外开发者，重视生态稳定",[49,2406,2407],{},"学生 \u002F 开源维护者（薅免费 Pro）",[49,2409,2410],{},"多 IDE 切换的开发者（VS Code + JetBrains + Neovim）",[49,2412,2413],{},"需要\"issue → PR\"自动化流程",[36,2415,2416],{},"❌ 不适合：",[46,2418,2419,2429,2436,2442],{},[49,2420,2421,2422,2114,2426,1823],{},"国内首选 IDE 体验（去 ",[465,2423,2425],{"href":2424},"\u002Fcoding\u002Fide\u002Ftrae.html","Trae",[465,2427,2428],{"href":2137},"Cursor 国内代付",[49,2430,2431,2432,2114,2434,1823],{},"想要最激进的多文件 Agent（去 ",[465,2433,2138],{"href":2137},[465,2435,2144],{"href":2143},[49,2437,2438,2439,2441],{},"私有部署 \u002F 数据不出网（",[465,2440,2118],{"href":2117}," + 自建模型）",[49,2443,2444],{},"反对一切 credit 制",[31,2446,459],{"id":459},[46,2448,2449,2468,2481,2500],{},[49,2450,2451,2452,2114,2454,2114,2456,2114,2458,2114,2462,2114,2464],{},"同类对比：",[465,2453,2138],{"href":2137},[465,2455,2144],{"href":2143},[465,2457,2425],{"href":2424},[465,2459,2461],{"href":2460},"\u002Fcoding\u002Fcli\u002Fclaude-code.html","Claude Code",[465,2463,2113],{"href":2112},[465,2465,2467],{"href":2466},"\u002Fcoding\u002Fcli\u002Fcodex.html","Codex CLI",[49,2469,2470,2471,2114,2475,2114,2477],{},"概念：",[465,2472,2474],{"href":2473},"\u002Fwiki\u002Fai-agent.html","AI Agent",[465,2476,1646],{"href":1645},[465,2478,2480],{"href":2479},"\u002Fwiki\u002Ffunction-calling.html","Function Calling",[49,2482,2483,2484,2114,2488,2114,2492,2114,2496],{},"模型：",[465,2485,2487],{"href":2486},"\u002Fmodels\u002Fgpt-5.html","GPT-5",[465,2489,2491],{"href":2490},"\u002Fmodels\u002Fclaude-sonnet-4.html","Claude Sonnet 4",[465,2493,2495],{"href":2494},"\u002Fmodels\u002Fclaude-opus-4.html","Claude Opus 4",[465,2497,2499],{"href":2498},"\u002Fmodels\u002Fgemini-2.5-pro.html","Gemini 2.5 Pro",[49,2501,2502,2503,2114,2507],{},"进阶：",[465,2504,2506],{"href":2505},"\u002Fwiki\u002Fvibe-coding.html","Vibe Coding",[465,2508,2510],{"href":2509},"\u002Fwiki\u002Fprompt-engineering.html","Prompt Engineering",[31,2512,486],{"id":486},[46,2514,2515,2522,2528,2535,2538],{},[49,2516,2517,2518],{},"官网：",[465,2519,2520],{"href":2520,"rel":2521},"https:\u002F\u002Fgithub.com\u002Ffeatures\u002Fcopilot",[496],[49,2523,2524,2525],{},"定价：",[465,2526,1796],{"href":1796,"rel":2527},[496],[49,2529,2530,2531],{},"企业文档：",[465,2532,2533],{"href":2533,"rel":2534},"https:\u002F\u002Fdocs.github.com\u002Fen\u002Fenterprise-cloud@latest\u002Fcopilot\u002Fget-started\u002Fplans",[496],[49,2536,2537],{},"公告：github.blog",[49,2539,2540],{},"第三方评测：augmentcode.com \u002F tossitt.com \u002F 4geeks.com",[36,2542,2543,2544,2547],{},"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 模型 \u002F 功能与最新官方信息不一致，请通过 ",[465,2545,2546],{"href":2546},"\u002Fsubmit"," 反馈。",[2549,2550,2551],"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 .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":512,"searchDepth":513,"depth":513,"links":2553},[2554,2555,2562,2563,2564,2565,2566,2567,2568,2569],{"id":33,"depth":516,"text":34},{"id":1670,"depth":516,"text":1670,"children":2556},[2557,2558,2559,2560,2561],{"id":1674,"depth":513,"text":1675},{"id":1704,"depth":513,"text":1705},{"id":1743,"depth":513,"text":1744},{"id":1776,"depth":513,"text":1777},{"id":1790,"depth":513,"text":1791},{"id":1826,"depth":516,"text":1826},{"id":1948,"depth":516,"text":1949},{"id":2079,"depth":516,"text":2079},{"id":2122,"depth":516,"text":2122},{"id":2328,"depth":516,"text":2328},{"id":432,"depth":516,"text":433},{"id":459,"depth":516,"text":459},{"id":486,"depth":516,"text":486},"\u002Fimg\u002Ftools\u002Fgithub-copilot.webp","GitHub Copilot 真实评测：微软+OpenAI 出品的 IDE 插件鼻祖，覆盖 VS Code \u002F JetBrains \u002F Neovim \u002F Visual Studio。Copilot Chat、Agent Mode、Coding Agent、多模型选择一应俱全。AIHO 编辑部基于官方文档与多份评测整理。",[546,547],{},[2575,2576,2577,2578,2579],"claude-opus-4.6","claude-sonnet-4.6","gpt-5","gemini-2.5-pro","haiku-4.5",[2581,2582,2583],"完全无网络代理的国内开发者","追求最激进的多文件 Agent（去 Cursor \u002F Windsurf）","想私有部署 \u002F 数据不出网（去 Continue.dev）",[2585,2586,2587],"windows","macos","linux",[2589,2593,2597,2601,2603,2607],{"plan":1854,"price":1857,"limit":2590,"cn_pay":2591,"note":2592},"2,000 completions\u002F月 + Haiku\u002FGPT-5 mini + Copilot CLI","—","学生免费升级 Pro",{"plan":728,"price":865,"limit":2594,"cn_pay":2595,"note":2596},"无限补全 + Cloud agent + Code review + $15 credits","⚠️ 需海外卡 \u002F Apple 礼品卡","个人主力档",{"plan":1877,"price":1880,"limit":2598,"cn_pay":2599,"note":2600},"Pro + Opus 等 premium 模型 + 4x credits ($70)","⚠️","重度用户",{"plan":742,"price":1890,"limit":1893,"cn_pay":2599,"note":2602},"高并发 agent",{"plan":1898,"price":1901,"limit":2604,"cn_pay":2605,"note":2606},"组织管理 + 策略控制 + 代码库索引","✅ 企业发票","团队首选",{"plan":1909,"price":1912,"limit":2608,"cn_pay":345,"note":2609},"Business + 优先模型 + 更大 AI credits","大企业","Free \u002F Pro $10\u002Fmo \u002F Pro+ $39\u002Fmo \u002F Max $100\u002Fmo \u002F Business $19 seat \u002F Enterprise $39 seat",{"power":587,"ux":527,"price":587,"cn_support":513,"stability":527},{"title":1619,"description":2571},"coding\u002Fcopilot\u002Fgithub-copilot",[2615,2617,2619,2621,2623,2626,2629],{"title":2616,"url":2520},"GitHub Copilot 官方",{"title":2618,"url":1796},"Copilot Plans & Pricing",{"title":2620,"url":2533},"Copilot Enterprise Docs",{"title":2622,"url":1710},"Agent Mode GA Blog",{"title":2624,"url":2625},"MCP Support Public Preview","https:\u002F\u002Fgithub.blog\u002Fchangelog\u002F2025\u002F04\u002F04\u002Fgithub-copilot-now-supports-mcp-servers-in-public-preview-in-vs-code\u002F",{"title":2627,"url":2628},"Copilot vs Intent 2026 评测","https:\u002F\u002Fwww.augmentcode.com\u002Ftools\u002Fintent-vs-github-copilot",{"title":2630,"url":1820},"Copilot 2026 完整指南","tools\u002Fcoding\u002Fcopilot\u002Fgithub-copilot",[2633,2634,2635,2636,2637],"已经在用 GitHub 的所有人（最低成本）","团队 \u002F 企业（合规、SOC2、ISO 27001）","JetBrains 用户 \u002F Neovim \u002F Visual Studio \u002F Xcode","学生 \u002F 开源维护者（免费 Pro 资格）","需要 Coding Agent 自动从 issue 生成 PR","AI Copilot 鼻祖，VS Code \u002F JetBrains \u002F Neovim 全家桶覆盖",[526,553,554,2640,2641,2642],"github","agent-mode","coding-agent","插件生态最稳的选择，免费档大方，国内用稳定代理 + GitHub 账号即可。Agent Mode 已经能跟 Cursor 掰手腕，Coding Agent 能直接在 GitHub 上跑后台 PR。","BT0fcKg5OjirZ70KNxyqvfyQF-OPHhBvyYSsl9Avjs8",{"id":2646,"title":2647,"alternatives":2648,"api_compatible":3,"body":2655,"category":526,"chinese_friendly":527,"cover":3069,"description":3070,"domestic":530,"extension":531,"faq":3071,"free":530,"github":3,"languages":3084,"meta":3085,"models":3,"navigation":549,"notSuitable":3,"opensource":530,"path":3086,"pillar":551,"platforms":3087,"priceTable":3088,"pricing":3107,"published":579,"relatedPlaybooks":3108,"relatedReviews":3,"score":3113,"self_host":530,"seo":3114,"slug":3115,"sources":3116,"stem":3123,"suitable":3,"tagline":3124,"tags":3125,"updated":593,"verdict":3131,"website":3132,"__hash__":3133},"tools\u002Ftools\u002Fcoding\u002Fcopilot\u002Fmarscode.md","豆包 MarsCode \u002F TRAE",[2649,2652,2653,2654],{"name":2650,"url":2651},"trae","\u002Ftools\u002Fcoding\u002Fide\u002Ftrae",{"name":19,"url":20},{"name":22,"url":23},{"name":25,"url":26},{"type":28,"value":2656,"toc":3057},[2657,2659,2666,2686,2693,2701,2704,2706,2755,2757,2760,2773,2778,2782,2786,2806,2810,2827,2829,2852,2854,2951,2953,2985,2987,3010,3012,3032,3034],[31,2658,34],{"id":33},[36,2660,2661,2662,2665],{},"豆包 MarsCode 是字节跳动 2024 年推出的 AI 编程助手，2025 年品牌升级为 ",[52,2663,2664],{},"TRAE","（The Real AI Engineer）。产品现在三件套：",[46,2667,2668,2674,2680],{},[49,2669,2670,2673],{},[52,2671,2672],{},"TRAE 桌面端","：AI 原生 IDE，主打 Builder \u002F SOLO \u002F Chat 多模式",[49,2675,2676,2679],{},[52,2677,2678],{},"TRAE 插件（原 MarsCode 编程助手）","：VS Code \u002F JetBrains 插件形态",[49,2681,2682,2685],{},[52,2683,2684],{},"MarsCode Cloud IDE","：浏览器云开发环境",[36,2687,2688,2689,2692],{},"底层走豆包大模型 + 字节方舟多模型路由。",[52,2690,2691],{},"核心免费 + 中文体验顶级 + Builder \u002F SOLO 自主模式","，是国内最低门槛的 AI 编程入口之一。",[196,2694,2695],{},[36,2696,2697,2698,2700],{},"⚠️ 重要：TRAE IDE 桌面端的完整评测见 ",[465,2699,2651],{"href":2651},"。本文聚焦 MarsCode \u002F TRAE 插件 + Cloud IDE 形态。",[36,2702,2703],{},"适合：国内开发者零成本上手、想做小程序 \u002F 字节生态业务、需要 Cloud IDE 远程开发、追求中文体验顶级的用户。不适合：海外纯英文团队、对官方持续承诺免费有刚性预期的团队。",[31,2705,44],{"id":44},[46,2707,2708,2714,2720,2726,2732,2738,2744,2750],{},[49,2709,2710,2713],{},[52,2711,2712],{},"TRAE 插件","：补全 \u002F Code Generation \u002F 代码解释 \u002F Bug Fix \u002F 多模型切换 \u002F Builder Mode",[49,2715,2716,2719],{},[52,2717,2718],{},"SOLO 模式（桌面端）","：AI 全流程自主开发，编辑器 + 终端 + 浏览器一体",[49,2721,2722,2725],{},[52,2723,2724],{},"Builder 模式","：自然语言一句话生成项目框架（含 Dockerfile）",[49,2727,2728,2731],{},[52,2729,2730],{},"Chat 模式","：跨文件代码调试与优化，全链路问题定位",[49,2733,2734,2737],{},[52,2735,2736],{},"多模态引擎","：Figma → 响应式 CSS、移动端布局适配",[49,2739,2740,2743],{},[52,2741,2742],{},"Cloud IDE","：浏览器云端环境、Git 仓库导入、模板项目、实时预览",[49,2745,2746,2749],{},[52,2747,2748],{},"50+ 语言、100+ 框架","：含微信 \u002F 支付宝 \u002F 抖音小程序、Taro \u002F uni-app",[49,2751,2752,2754],{},[52,2753,1090],{},"：团队协作 \u002F 权限管理 \u002F 工作区、咨询定制",[31,2756,683],{"id":682},[36,2758,2759],{},"基础三件套全免费。重度场景：",[46,2761,2762,2768],{},[49,2763,2764,2767],{},[52,2765,2766],{},"方舟 Coding Plan","：字节方舟平台订阅，含高级模型 \u002F 高额度（咨询）",[49,2769,2770,2772],{},[52,2771,1090],{},"：团队协作 \u002F 权限 \u002F 定制 AI 方案，400-034-7888",[196,2774,2775],{},[36,2776,2777],{},"与 GitHub Copilot $10\u002F月 相比，TRAE 插件 + 桌面端基础功能完全免费且字节算力支撑。",[31,2779,2781],{"id":2780},"实测小程序-nextjs-项目","实测（小程序 + Next.js 项目）",[36,2783,2784],{},[52,2785,209],{},[46,2787,2788,2791,2794,2797,2800,2803],{},[49,2789,2790],{},"国产框架适配优秀：Taro 生命周期、Ant Design Pro 语法准确，写小程序代码不用查文档",[49,2792,2793],{},"Builder 模式生成 Next.js 商品页面 8 分钟内可跑",[49,2795,2796],{},"SOLO 模式给『部署购物车』指令，AI 自动跑 PRD → 代码 → 测试，整段流程闭环",[49,2798,2799],{},"中文需求识别接近 100%，海外工具常见的语义偏差几乎没有",[49,2801,2802],{},"Cloud IDE 响应 \u003C 1.5 秒，远程开发体验顺滑",[49,2804,2805],{},"数据：声称代码生成准确率 98%、不用于模型训练",[36,2807,2808],{},[52,2809,231],{},[46,2811,2812,2815,2818,2821,2824],{},[49,2813,2814],{},"SOLO 模式偶尔卡在『构思 → 执行』过渡，需手动 retry",[49,2816,2817],{},"桌面端和插件功能差异：Builder 在桌面端更顺",[49,2819,2820],{},"客户端首次启动加载较慢",[49,2822,2823],{},"海外节点访问国内代码仓不稳",[49,2825,2826],{},"文档对老牌 IDE（如 Vim）支持稀薄",[31,2828,251],{"id":251},[253,2830,2831,2837,2840,2843,2846,2849],{},[49,2832,2833,2834],{},"trae.cn 下载桌面端（Win \u002F macOS \u002F Linux）—— ",[52,2835,2836],{},"桌面端是当下产品主力",[49,2838,2839],{},"或 VS Code \u002F JetBrains 装 \"TRAE\" 插件（原 MarsCode 编程助手）",[49,2841,2842],{},"字节账号登录",[49,2844,2845],{},"Builder 模式：写一句『生成 Next.js 后台模板』 → 生成完整项目",[49,2847,2848],{},"SOLO 模式：写需求 → AI 全自动跑",[49,2850,2851],{},"Cloud IDE：访问 marscode.com 用浏览器云端开发",[31,2853,275],{"id":275},[109,2855,2856,2871],{},[112,2857,2858],{},[115,2859,2860,2862,2865,2867,2869],{},[118,2861,284],{},[118,2863,2864],{},"TRAE \u002F MarsCode",[118,2866,292],{},[118,2868,289],{},[118,2870,13],{},[131,2872,2873,2885,2898,2911,2924,2939],{},[115,2874,2875,2877,2879,2881,2883],{},[136,2876,854],{},[136,2878,560],{},[136,2880,328],{},[136,2882,1344],{},[136,2884,1347],{},[115,2886,2887,2889,2892,2894,2896],{},[136,2888,302],{},[136,2890,2891],{},"豆包大模型",[136,2893,311],{},[136,2895,874],{},[136,2897,305],{},[115,2899,2900,2902,2905,2907,2909],{},[136,2901,336],{},[136,2903,2904],{},"✅ Builder + SOLO",[136,2906,345],{},[136,2908,342],{},[136,2910,339],{},[115,2912,2913,2915,2918,2920,2922],{},[136,2914,2742],{},[136,2916,2917],{},"✅ 原 MarsCode",[136,2919,348],{},[136,2921,348],{},[136,2923,348],{},[115,2925,2926,2929,2932,2934,2936],{},[136,2927,2928],{},"小程序支持",[136,2930,2931],{},"✅ 多平台",[136,2933,375],{},[136,2935,348],{},[136,2937,2938],{},"微信优先",[115,2940,2941,2943,2945,2947,2949],{},[136,2942,72],{},[136,2944,345],{},[136,2946,375],{},[136,2948,372],{},[136,2950,369],{},[31,2952,397],{"id":397},[46,2954,2955,2961,2967,2973,2979],{},[49,2956,2957,2960],{},[52,2958,2959],{},"桌面端 vs 插件先选对","：插件适合不换 IDE 的用户；桌面端 Builder \u002F SOLO 体验完整但要切换 IDE",[49,2962,2963,2966],{},[52,2964,2965],{},"SOLO 任务先小再大","：复杂目标拆 2–3 段 SOLO 串行跑，比一次性大任务成功率高",[49,2968,2969,2972],{},[52,2970,2971],{},"免费策略别永久押注","：字节方舟 Coding Plan 已分档收费，长期重度 dev 建议关注订阅",[49,2974,2975,2978],{},[52,2976,2977],{},"Cloud IDE 注意私密代码","：仍是云端环境，敏感项目走桌面 + 本地",[49,2980,2981,2984],{},[52,2982,2983],{},"Mac M1 \u002F M2 用户","：桌面端原生 Apple Silicon 支持已稳定",[31,2986,433],{"id":432},[46,2988,2989,2992,2995,2998,3001,3004,3007],{},[49,2990,2991],{},"✅ 国内开发者零成本上手",[49,2993,2994],{},"✅ 字节生态业务 \u002F 小程序团队",[49,2996,2997],{},"✅ 想试 SOLO 全自主开发",[49,2999,3000],{},"✅ 需要 Cloud IDE 远程开发",[49,3002,3003],{},"❌ 海外纯英文 \u002F 完全无字节业务",[49,3005,3006],{},"❌ 对官方长期免费有刚性预期",[49,3008,3009],{},"❌ 重度依赖 VS Code 闭源插件",[31,3011,459],{"id":459},[46,3013,3014,3019,3023,3027],{},[49,3015,3016],{},[465,3017,3018],{"href":2651},"TRAE IDE 桌面端评测",[49,3020,3021],{},[465,3022,472],{"href":20},[49,3024,3025],{},[465,3026,467],{"href":17},[49,3028,3029],{},[465,3030,3031],{"href":1098},"Claude Code 上手 Playbook",[31,3033,486],{"id":486},[253,3035,3036,3043,3050],{},[49,3037,3038,3039],{},"TRAE 官方插件页（含 Builder 模式细节）",[465,3040,3041],{"href":3041,"rel":3042},"https:\u002F\u002Fwww.trae.cn\u002Fplugin",[496],[49,3044,3045,3046],{},"MarsCode 官网（Cloud IDE 形态仍在）",[465,3047,3048],{"href":3048,"rel":3049},"https:\u002F\u002Fwww.marscode.com\u002Fhome",[496],[49,3051,3052,3053],{},"AIGC 工具导航 — 豆包 MarsCode 详细介绍 ",[465,3054,3055],{"href":3055,"rel":3056},"https:\u002F\u002Fwww.aigc.cn\u002Fmarscode",[496],{"title":512,"searchDepth":513,"depth":513,"links":3058},[3059,3060,3061,3062,3063,3064,3065,3066,3067,3068],{"id":33,"depth":516,"text":34},{"id":44,"depth":516,"text":44},{"id":682,"depth":516,"text":683},{"id":2780,"depth":516,"text":2781},{"id":251,"depth":516,"text":251},{"id":275,"depth":516,"text":275},{"id":397,"depth":516,"text":397},{"id":432,"depth":516,"text":433},{"id":459,"depth":516,"text":459},{"id":486,"depth":516,"text":486},"\u002Fimg\u002Ftools\u002Fmarscode.webp","豆包 MarsCode 真实评测：字节跳动出品，2025 改名 TRAE（The Real AI Engineer）。IDE 形态以独立桌面客户端为主，原 MarsCode 编程助手仍以插件形式发布于 VS Code \u002F JetBrains。Builder 模式生成项目框架、SOLO 模式 AI 全流程自主开发、Figma 转代码、50+ 编程语言。原 MarsCode 长期免费策略 2025 起部分转为方舟 Coding Plan。",[3072,3075,3078,3081],{"q":3073,"a":3074},"MarsCode 和 TRAE 是同一个产品吗？","同一个团队、同一个豆包大模型底座。2025 改名 TRAE 后，产品形态从『云 IDE + 插件』演变成『独立桌面 IDE（TRAE）+ TRAE 插件（原 MarsCode 编程助手）+ MarsCode Cloud IDE』三件套。账号互通。",{"q":3076,"a":3077},"SOLO 模式具体能干嘛？","2025-07 开放：AI 化身工程师，自动调度编辑器 \u002F 终端 \u002F 浏览器。一句『部署购物车系统』 → 自动出 PRD、写代码、跑测试、给部署链接。支持语音指令和图像输入。",{"q":3079,"a":3080},"Builder 模式和 SOLO 模式区别？","Builder = 项目脚手架生成（『生成带支付的电商 demo』 → 完整项目结构 + 接口示例 + Dockerfile）；SOLO = 全流程自主交付（从 PRD 到部署）。Builder 偏前期，SOLO 偏闭环。",{"q":3082,"a":3083},"完全免费的策略能持续多久？","字节官方目前未给免费时限。方舟 Coding Plan 已开始出现订阅档（重度模型 \u002F 高额度），趋势是基础免费 + 高阶订阅。长期建议做好『免费版可能限频』预案。",[546,547],{},"\u002Ftools\u002Fcoding\u002Fcopilot\u002Fmarscode",[553,554,2585,2586,2587],[3089,3092,3096,3099,3103],{"plan":2672,"price":560,"features":3090,"notes":3091},"Builder \u002F SOLO \u002F 多模型切换 \u002F Chat \u002F 补全","Windows \u002F macOS \u002F Linux",{"plan":3093,"price":560,"features":3094,"notes":3095},"TRAE 插件（原 MarsCode）","补全 \u002F 注释 \u002F 单测 \u002F Code Review \u002F 智能问答","VS Code \u002F JetBrains",{"plan":2684,"price":560,"features":3097,"notes":3098},"浏览器云端开发环境 \u002F Git 仓库 \u002F 模板","原 MarsCode 主打",{"plan":2766,"price":3100,"features":3101,"notes":3102},"订阅制（咨询）","高级模型 \u002F 高额度 \u002F 企业能力","字节方舟平台",{"plan":1090,"price":3104,"features":3105,"notes":3106},"咨询","团队协作 \u002F 权限 \u002F 定制 AI 方案","400-034-7888","免费起步 \u002F 方舟 Coding Plan 订阅 \u002F 企业咨询定制",[3109,3110],{"name":1097,"url":1098},{"name":3111,"url":3112},"RAG Pipeline 搭建","\u002Fplaybook\u002Fonboarding\u002Frag-pipeline-build",{"power":587,"ux":527,"price":527,"cn_support":527,"stability":587},{"title":2647,"description":3070},"coding\u002Fcopilot\u002Fmarscode",[3117,3119,3121],{"name":3118,"url":3041,"accessed":593},"TRAE 官方插件页",{"name":3120,"url":3048,"accessed":593},"MarsCode 官网（仍可访问）",{"name":3122,"url":3055,"accessed":593},"AIGC 工具导航 — 豆包 MarsCode 介绍","tools\u002Fcoding\u002Fcopilot\u002Fmarscode","字节跳动豆包 AI 编程助手——2025 改名 TRAE，IDE 形态升级，插件 + Cloud IDE + Builder\u002FSOLO 模式",[526,601,3126,3127,2650,1116,3128,3129,3130],"bytedance","doubao","builder","solo","marscode","字节系免费 AI 编程主力。SOLO \u002F Builder 两个自主模式 + 字节研发资源 + 长期免费策略让国内开发者门槛极低。MarsCode 原 Cloud IDE 仍在但产品重心已迁到 TRAE 桌面端。","https:\u002F\u002Fwww.trae.cn","ddvWno5s5q8IuhyQJDaUO4NU_IiH9r2pctpsYzgACAs",{"id":3135,"title":3136,"alternatives":3137,"api_compatible":3,"body":3144,"category":526,"chinese_friendly":527,"cover":3543,"description":3544,"domestic":530,"extension":531,"faq":3545,"free":530,"github":3,"languages":3557,"meta":3558,"models":3,"navigation":549,"notSuitable":3,"opensource":549,"path":20,"pillar":551,"platforms":3559,"priceTable":3560,"pricing":3571,"published":579,"relatedPlaybooks":3572,"relatedReviews":3,"score":3577,"self_host":530,"seo":3578,"slug":3579,"sources":3580,"stem":3587,"suitable":3,"tagline":3588,"tags":3589,"updated":593,"verdict":3594,"website":3595,"__hash__":3596},"tools\u002Ftools\u002Fcoding\u002Fcopilot\u002Ftongyi-lingma.md","通义灵码 Tongyi Lingma",[3138,3141,3142,3143],{"name":3139,"url":3140},"qoder","\u002Ftools\u002Fcoding\u002Fide\u002Fqoder",{"name":22,"url":23},{"name":16,"url":17},{"name":618,"url":550},{"type":28,"value":3145,"toc":3531},[3146,3148,3155,3158,3160,3203,3205,3248,3256,3260,3264,3281,3285,3302,3304,3327,3329,3428,3430,3462,3464,3486,3488,3506,3508],[31,3147,34],{"id":33},[36,3149,3150,3151,3154],{},"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 ",[52,3152,3153],{},"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%。",[36,3156,3157],{},"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。",[31,3159,44],{"id":44},[46,3161,3162,3168,3174,3180,3186,3192,3198],{},[49,3163,3164,3167],{},[52,3165,3166],{},"代码补全 \u002F 续写 \u002F 注释生成","：行级 \u002F 函数级 \u002F 多行",[49,3169,3170,3173],{},[52,3171,3172],{},"代码解释 + 重构建议","：右键菜单一键",[49,3175,3176,3179],{},[52,3177,3178],{},"单元测试生成","：选中函数自动出测试",[49,3181,3182,3185],{},[52,3183,3184],{},"跨文件编辑","：理解项目结构，多文件改动",[49,3187,3188,3191],{},[52,3189,3190],{},"多模型选择","：Qwen2.5-Max \u002F Qwen3-Coder 等",[49,3193,3194,3197],{},[52,3195,3196],{},"阿里云生态深度","：函数计算 \u002F SLS \u002F OSS 等 SDK 调用准确度高",[49,3199,3200,3202],{},[52,3201,1185],{},"：私有部署 \u002F 团队管理 \u002F 模型微调（Qoder CN 企业版）",[31,3204,683],{"id":682},[109,3206,3207,3217],{},[112,3208,3209],{},[115,3210,3211,3213,3215],{},[118,3212,1197],{},[118,3214,701],{},[118,3216,1202],{},[131,3218,3219,3228,3239],{},[115,3220,3221,3223,3225],{},[136,3222,1072],{},[136,3224,1073],{},[136,3226,3227],{},"插件全功能、无次数限制",[115,3229,3230,3233,3236],{},[136,3231,3232],{},"Qoder CN 订阅",[136,3234,3235],{},"对标 Qoder 个人方案",[136,3237,3238],{},"Qwen3-Coder Max + Quest + Repo Wiki",[115,3240,3241,3243,3245],{},[136,3242,1090],{},[136,3244,3104],{},[136,3246,3247],{},"私有部署 \u002F SSO \u002F 团队 \u002F 微调",[196,3249,3250],{},[36,3251,3252,3253,689],{},"通义灵码插件仍正常使用且免费；重度场景建议同步关注 ",[465,3254,3255],{"href":3140},"Qoder 评测",[31,3257,3259],{"id":3258},"实测中型-java-react-项目","实测（中型 Java + React 项目）",[36,3261,3262],{},[52,3263,209],{},[46,3265,3266,3269,3272,3275,3278],{},[49,3267,3268],{},"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",[49,3270,3271],{},"中文需求理解一流，prompt 中文写法不会被误解",[49,3273,3274],{},"个人完全免费 + 无次数限制，对学习 \u002F 中小项目压力极小",[49,3276,3277],{},"Qwen3-Coder 升级后多文件改 \u002F 跨函数重构成功率明显提升",[49,3279,3280],{},"与阿里通义其他产品（千问 \u002F 灵积）账号互通",[36,3282,3283],{},[52,3284,231],{},[46,3286,3287,3290,3293,3296,3299],{},[49,3288,3289],{},"老插件 UI 比 Cursor \u002F Copilot 略保守，但 Qoder CN 桌面端补齐",[49,3291,3292],{},"海外开发者访问国内 endpoint 偶有延迟",[49,3294,3295],{},"复杂跨仓库 Agent 任务建议直接用 Qoder CN Quest 模式",[49,3297,3298],{},"部分极偏门语言（Erlang \u002F Crystal 等）支持弱于通用语言",[49,3300,3301],{},"与阿里云外部生态（如 AWS \u002F GCP）SDK 准确度略逊",[31,3303,251],{"id":251},[253,3305,3306,3309,3312,3315,3318,3324],{},[49,3307,3308],{},"lingma.aliyun.com 注册（阿里云账号），免费版立即可用",[49,3310,3311],{},"VS Code \u002F JetBrains 装 \"通义灵码\" 插件",[49,3313,3314],{},"阿里云账号登录，选 Qwen2.5-Max \u002F Qwen3-Coder",[49,3316,3317],{},"体验：注释 → 代码、选中代码右键解释 \u002F 重构 \u002F 生成单测",[49,3319,3320,3321,3323],{},"重度场景：迁移到 ",[465,3322,3153],{"href":3140},"，体验 Quest + Repo Wiki + 跨项目并行",[49,3325,3326],{},"企业：咨询私有化部署 \u002F 团队管理",[31,3328,275],{"id":275},[109,3330,3331,3346],{},[112,3332,3333],{},[115,3334,3335,3337,3340,3342,3344],{},[118,3336,284],{},[118,3338,3339],{},"通义灵码 \u002F Qoder CN",[118,3341,289],{},[118,3343,13],{},[118,3345,295],{},[131,3347,3348,3360,3373,3388,3401,3414],{},[115,3349,3350,3352,3354,3356,3358],{},[136,3351,854],{},[136,3353,560],{},[136,3355,1344],{},[136,3357,1347],{},[136,3359,331],{},[115,3361,3362,3364,3367,3369,3371],{},[136,3363,302],{},[136,3365,3366],{},"Qwen3-Coder（开源）",[136,3368,874],{},[136,3370,305],{},[136,3372,314],{},[115,3374,3375,3378,3381,3384,3386],{},[136,3376,3377],{},"阿里云 SDK 准确度",[136,3379,3380],{},"✅ 最高",[136,3382,3383],{},"中等",[136,3385,3383],{},[136,3387,3383],{},[115,3389,3390,3392,3395,3397,3399],{},[136,3391,336],{},[136,3393,3394],{},"✅ Quest（Qoder CN）",[136,3396,342],{},[136,3398,339],{},[136,3400,348],{},[115,3402,3403,3406,3408,3410,3412],{},[136,3404,3405],{},"中文体验",[136,3407,923],{},[136,3409,923],{},[136,3411,923],{},[136,3413,923],{},[115,3415,3416,3418,3421,3424,3426],{},[136,3417,382],{},[136,3419,3420],{},"阿里云 \u002F 信也 \u002F 淘宝",[136,3422,3423],{},"百度 \u002F 顺丰 \u002F 吉利",[136,3425,385],{},[136,3427,1422],{},[31,3429,397],{"id":397},[46,3431,3432,3438,3444,3450,3456],{},[49,3433,3434,3437],{},[52,3435,3436],{},"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",[49,3439,3440,3443],{},[52,3441,3442],{},"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",[49,3445,3446,3449],{},[52,3447,3448],{},"阿里云 SDK 优先用灵码","：其他 Copilot 容易写错版本 \u002F 鉴权链",[49,3451,3452,3455],{},[52,3453,3454],{},"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",[49,3457,3458,3461],{},[52,3459,3460],{},"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",[31,3463,433],{"id":432},[46,3465,3466,3469,3472,3475,3478,3480,3483],{},[49,3467,3468],{},"✅ 国内开发者免费上手",[49,3470,3471],{},"✅ 阿里云用户（函数计算 \u002F SLS \u002F OSS \u002F RDS 等）",[49,3473,3474],{},"✅ 想用 Qwen3-Coder 开源模型",[49,3476,3477],{},"✅ 中文项目主力",[49,3479,1489],{},[49,3481,3482],{},"❌ 完全没有阿里云业务",[49,3484,3485],{},"❌ 已订 Cursor \u002F Copilot 且不愿换工具",[31,3487,459],{"id":459},[46,3489,3490,3494,3498,3502],{},[49,3491,3492],{},[465,3493,3255],{"href":3140},[49,3495,3496],{},[465,3497,467],{"href":17},[49,3499,3500],{},[465,3501,477],{"href":23},[49,3503,3504],{},[465,3505,483],{"href":482},[31,3507,486],{"id":486},[253,3509,3510,3517,3524],{},[49,3511,3512,3513],{},"阿里云 — 通义灵码 \u002F Qoder CN 产品页（含信也客户数据）",[465,3514,3515],{"href":3515,"rel":3516},"https:\u002F\u002Fwww.alibabacloud.com\u002Fzh\u002Fproduct\u002Flingma",[496],[49,3518,3519,3520],{},"Codnaut — Tongyi Lingma 评测 ",[465,3521,3522],{"href":3522,"rel":3523},"https:\u002F\u002Fwww.codnaut.com\u002Fen\u002Ftools\u002Ftongyi-lingma",[496],[49,3525,3526,3527],{},"中关村在线 — Qwen3-Coder 开源 + 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