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",[431,1409,1410],{"href":1410,"rel":1411},"https:\u002F\u002Ftoolradar.com\u002Ftools\u002Fcoderabbit\u002Fpricing",[461],[48,1413,1414,1415],{},"OpenStats — CodeRabbit Review, Pricing & Performance（公司数据 $88M 融资 \u002F $550M valuation \u002F $15M ARR）",[431,1416,1417],{"href":1417,"rel":1418},"https:\u002F\u002Fwww.openstats.ai\u002Fcoderabbit",[461],{"title":470,"searchDepth":471,"depth":471,"links":1420},[1421,1422,1423,1424,1425,1426,1427,1428,1429,1430],{"id":32,"depth":474,"text":33},{"id":43,"depth":474,"text":43},{"id":105,"depth":474,"text":105},{"id":1045,"depth":474,"text":1046},{"id":190,"depth":474,"text":190},{"id":214,"depth":474,"text":214},{"id":357,"depth":474,"text":357},{"id":398,"depth":474,"text":399},{"id":425,"depth":474,"text":425},{"id":451,"depth":474,"text":451},"\u002Fimg\u002Ftools\u002Fcoderabbit.webp","CodeRabbit 真实评测：CodeRabbit Inc. 出品，AI PR 评审最广泛使用的 SaaS。Pro $24\u002Fseat\u002F月（年）\u002F $30（月）、公共仓库无限免费 + 私有仓库 14 天 Pro 试用。多模型（GPT\u002FClaude\u002FGemini）+ Codegraph + 40+ linter + MCP，SOC 2 Type II，估值 $550M、ARR $15M、8000+ 企业客户。",[1434,1437,1440,1443],{"q":1435,"a":1436},"CodeRabbit 怎么按席位算？","Pro 只按『发起 PR 并被 CodeRabbit 评审过的 Git handle』计费——10 人仓库但只有 6 人提 PR，那就 6 个 seat。dashboard 可手动分配 \u002F 取消。fork 外包账号别误接。",{"q":1438,"a":1439},"免费版能做什么？","无限公共仓库 PR 评审 + PR 概要；私有仓库有月度配额；IDE review 限流；14 天 Pro 试用送全功能。开源维护者基本免费用到天荒地老。",{"q":1441,"a":1442},"和 Bito 相比性价比？","CodeRabbit Pro $24 比 Bito Team $12 贵一倍，但 ① 开源仓库无限免费、② IDE\u002FCLI\u002FPR 三入口 + 40+ linter 集成更全、③ Codegraph + MCP 生态更成熟、④ ARR $15M、8000+ 企业客户更稳。Bito 在 Agent 注入架构上下文（AI Architect）上独家。",{"q":1444,"a":1445},"支持哪些模型？","v3 是 agentic + 多模型架构：GPT-5 系列 \u002F Claude 系列 \u002F Gemini 自动路由。Enterprise 可自定义模型 \u002F BYOK。",[503,504],{},[510,511,517,514,515,516,1449],"azure-devops",[1451,1455,1459,1462],{"plan":1024,"price":1452,"features":1453,"notes":1454},"$0","公共 + 私有仓库 PR 概要 + 基础评审（私有限额） + IDE review（限流）","14 天 Pro 试用、无信用卡",{"plan":1030,"price":1456,"features":1457,"notes":1458},"$24\u002Fseat\u002F月（年）\u002F $30（月）","无限私有 PR 评审 + IDE\u002FCLI + Codegraph + 40+ linter + MCP + Jira\u002FLinear","只按发起 PR 的开发者计费",{"plan":124,"price":528,"features":1460,"notes":1461},"SSO\u002FSAML + 自托管 + 自定义模型 + SLA + 高级 analytics + 多 org","AWS \u002F GCP Marketplace",{"plan":1041,"price":532,"features":1463,"notes":1464},"Agentic 编码 loop 用量计费、按 token \u002F 评审次数","与席位计费分开","Free（公共 + 私有限额） \u002F Pro $24\u002Fseat 年付 \u002F $30 月付 \u002F Enterprise 定制 \u002F CLI usage add-on",[1467,1468],{"name":539,"url":540},{"name":542,"url":543},{"power":1470,"ux":1470,"price":545,"cn_support":471,"stability":1470},5,{"title":233,"description":1432},"coding\u002Freview\u002Fcoderabbit",[1474,1476,1478,1480],{"name":1475,"url":1396,"accessed":551},"CodeRabbit 官网",{"name":1477,"url":1403,"accessed":551},"EveryDev.ai — CodeRabbit 详细介绍",{"name":1479,"url":1410,"accessed":551},"Toolradar — CodeRabbit Pricing 2026",{"name":1481,"url":1417,"accessed":551},"OpenStats — CodeRabbit 公司数据","tools\u002Fcoding\u002Freview\u002Fcoderabbit","AI PR 评审事实标准——v3 + 40+ linter + Codegraph + IDE\u002FCLI\u002FPR 三入口，8K+ 企业、$15M ARR",[557,558,1485,1486,560,563,1487],"agentic","codegraph","multi-model","AI PR 评审事实标准——开源仓库无限免费、私有仓库 Pro $24\u002Fseat 性价比合理、IDE\u002FCLI\u002FPR 三入口 + 40+ linter + MCP 生态最完善。预算紧 \u002F 极简单审走 Ellipsis $20 flat；要 Agent 注入架构上下文走 Bito AI Architect。","wDD--8f9uaUB17i-rLG_dqGWBErDmv_NH6zq-kTtSJY",{"id":1491,"title":236,"alternatives":1492,"api_compatible":25,"body":1497,"category":484,"chinese_friendly":474,"cover":1954,"description":1955,"domestic":487,"extension":488,"faq":1956,"free":487,"github":25,"languages":1969,"meta":1970,"models":25,"navigation":506,"notSuitable":25,"opensource":487,"path":18,"pillar":508,"platforms":1971,"priceTable":1972,"pricing":1980,"published":536,"relatedPlaybooks":1981,"relatedReviews":25,"score":1983,"self_host":487,"seo":1984,"slug":1985,"sources":1986,"stem":1993,"suitable":25,"tagline":1994,"tags":1995,"updated":551,"verdict":1998,"website":1999,"__hash__":2000},"tools\u002Ftools\u002Fcoding\u002Freview\u002Fellipsis.md",[1493,1494,1495,1496],{"name":14,"url":15},{"name":20,"url":21},{"name":23,"url":24},{"name":926,"url":507},{"type":27,"value":1498,"toc":1942},[1499,1501,1504,1507,1509,1559,1561,1581,1587,1591,1595,1616,1620,1640,1642,1673,1675,1817,1819,1866,1868,1897,1899,1917,1919],[30,1500,33],{"id":32},[35,1502,1503],{},"Ellipsis 用 flat $20\u002Fdev\u002F月 + 公共仓库永久免费的定价，做到 AI PR 评审里『价格最厚道、机制最简单』那档。已在 67,000+ GitHub 仓库使用，SOC 2 认证、代码评审完即删。最有意思的功能是 @ellipsis-dev 评论生成 PR——在 issue \u002F PR 里写自然语言指令，几分钟后拿回跑过测试的 PR，build 失败它会自己重试 + 修。",[35,1505,1506],{},"适合：个人开发者 \u002F 小团队 \u002F 开源维护者；要『简单粗暴每人 $20 无限』预算可预测；GitHub-only 流水线。不适合：要 GitLab\u002FBitbucket（不支持）；中文重度团队；要 IDE\u002FCLI 多入口 + 40+ linter（用 CodeRabbit）；要 Codegraph 跨仓推理（用 Greptile）。",[30,1508,43],{"id":43},[45,1510,1511,1517,1523,1529,1535,1541,1547,1553],{},[48,1512,1513,1516],{},[51,1514,1515],{},"AI PR 评审","：line-by-line 评论 + 1-click 修复建议 + 风格学习",[48,1518,1519,1522],{},[51,1520,1521],{},"bug \u002F 反模式检测","：逻辑漏洞 \u002F 边界条件 \u002F 反模式即时标注",[48,1524,1525,1528],{},[51,1526,1527],{},"@ellipsis-dev 评论生成 PR","：在 issue \u002F PR 评论里写需求，AI 生成 PR + 跑测试 + 修 build",[48,1530,1531,1534],{},[51,1532,1533],{},"风格学习","：传英文风格指南，👍\u002F👎 反馈微调",[48,1536,1537,1540],{},[51,1538,1539],{},"GitHub-only 集成","：原生 GitHub App，2-click 接入",[48,1542,1543,1546],{},[51,1544,1545],{},"公共仓库永久免费","：开源项目零成本",[48,1548,1549,1552],{},[51,1550,1551],{},"SOC 2 认证 + 零数据保留","：评审完即删，不训练",[48,1554,1555,1558],{},[51,1556,1557],{},"Q&A","：在 PR 里 @bot 提问，回答带代码定位",[30,1560,105],{"id":105},[45,1562,1563,1569,1575],{},[48,1564,1565,1568],{},[51,1566,1567],{},"公共仓库","：完全免费、永久",[48,1570,1571,1574],{},[51,1572,1573],{},"私有 \u002F Team","：$20\u002Fdev\u002F月，无限 PR 评审 + 无限代码生成 + 无限 Q&A",[48,1576,1577,1580],{},[51,1578,1579],{},"无 LOC \u002F PR 配额","、无 token 超额 surge",[1582,1583,1584],"blockquote",{},[35,1585,1586],{},"价格预测性最强：100 个开发者就是 $2000\u002F月，跟用量无关。",[30,1588,1590],{"id":1589},"实测5-人开源-私有混合仓库","实测（5 人开源 + 私有混合仓库）",[35,1592,1593],{},[51,1594,145],{},[45,1596,1597,1600,1603,1610,1613],{},[48,1598,1599],{},"公共仓库 0 成本接入，开源项目维护者直接白嫖",[48,1601,1602],{},"$20 flat 在所有 AI 评审里最简单：不需要算 LOC \u002F PR 数 \u002F token",[48,1604,1605,1606,1609],{},"@ellipsis-dev 真有用：在 issue 写 ",[960,1607,1608],{},"@ellipsis-dev 把 zh.json 的 errors.* 全翻译到 ja.json，跑 test:i18n","，3 分钟出 PR + 测试绿",[48,1611,1612],{},"风格学习实测有效，3 周后评论噪声明显下降",[48,1614,1615],{},"SOC 2 + 用完即删，企业评审过",[35,1617,1618],{},[51,1619,170],{},[45,1621,1622,1625,1628,1631,1634,1637],{},[48,1623,1624],{},"只支持 GitHub，GitLab \u002F Bitbucket \u002F Azure DevOps 团队完全不能用",[48,1626,1627],{},"没有 IDE 插件 + 没有 CLI（只能在 GitHub 网页 \u002F PR 评论用）",[48,1629,1630],{},"中文 PR 描述可识别，但回复英文为主",[48,1632,1633],{},"偶尔过度热心建议无关改动（可在评论说「stop suggesting renames」）",[48,1635,1636],{},"没有 Codegraph 级跨仓推理（找 Greptile）",[48,1638,1639],{},"没有 MCP \u002F Jira 集成，工单流追溯弱",[30,1641,190],{"id":190},[192,1643,1644,1647,1650,1653,1663,1670],{},[48,1645,1646],{},"ellipsis.dev → Install on GitHub → 选仓库（公开仓库随便选）",[48,1648,1649],{},"开一个 PR → 等几分钟看 inline 评论 + 概要",[48,1651,1652],{},"给 👍\u002F👎 反馈让它学风格",[48,1654,1655,1656,1659,1660],{},"上传英文风格指南：repo 根 ",[960,1657,1658],{},".ellipsis.yaml"," + ",[960,1661,1662],{},"style.md",[48,1664,1665,1666,1669],{},"在 issue 评论 ",[960,1667,1668],{},"@ellipsis-dev \u003C你的需求>"," → 等它生成 PR",[48,1671,1672],{},"私有仓库：升级 $20\u002Fdev → 一键加私有仓库",[30,1674,214],{"id":214},[216,1676,1677,1691],{},[219,1678,1679],{},[222,1680,1681,1683,1685,1687,1689],{},[225,1682,227],{},[225,1684,236],{},[225,1686,233],{},[225,1688,230],{},[225,1690,1152],{},[241,1692,1693,1707,1724,1736,1749,1766,1779,1792,1804],{},[222,1694,1695,1698,1700,1703,1705],{},[246,1696,1697],{},"私有起价",[246,1699,1170],{},[246,1701,1702],{},"$24\u002F$30",[246,1704,1167],{},[246,1706,1173],{},[222,1708,1709,1712,1715,1718,1721],{},[246,1710,1711],{},"LOC \u002F PR 配额",[246,1713,1714],{},"❌ 无限",[246,1716,1717],{},"无私有 PR 限",[246,1719,1720],{},"5K LOC\u002Fseat",[246,1722,1723],{},"按用量",[222,1725,1726,1728,1730,1732,1734],{},[246,1727,1181],{},[246,1729,1184],{},[246,1731,1184],{},[246,1733,268],{},[246,1735,1191],{},[222,1737,1738,1741,1743,1745,1747],{},[246,1739,1740],{},"@bot 生成 PR",[246,1742,285],{},[246,1744,268],{},[246,1746,268],{},[246,1748,268],{},[222,1750,1751,1754,1757,1760,1763],{},[246,1752,1753],{},"Git 平台",[246,1755,1756],{},"GitHub-only",[246,1758,1759],{},"GitHub\u002FGitLab\u002FBitbucket\u002FAzure",[246,1761,1762],{},"GitHub\u002FGitLab\u002FBitbucket",[246,1764,1765],{},"GitHub\u002FGitLab",[222,1767,1768,1771,1773,1775,1777],{},[246,1769,1770],{},"IDE \u002F CLI",[246,1772,268],{},[246,1774,285],{},[246,1776,285],{},[246,1778,268],{},[222,1780,1781,1783,1785,1788,1790],{},[246,1782,1250],{},[246,1784,290],{},[246,1786,1787],{},"40+",[246,1789,323],{},[246,1791,1209],{},[222,1793,1794,1796,1798,1800,1802],{},[246,1795,303],{},[246,1797,306],{},[246,1799,285],{},[246,1801,71],{},[246,1803,285],{},[222,1805,1806,1808,1810,1812,1814],{},[246,1807,344],{},[246,1809,352],{},[246,1811,347],{},[246,1813,347],{},[246,1815,1816],{},"SOC 2 Type II + HIPAA",[30,1818,357],{"id":357},[45,1820,1821,1827,1833,1839,1845,1854,1860],{},[48,1822,1823,1826],{},[51,1824,1825],{},"GitHub-only 锁死","：要 GitLab\u002FBitbucket 团队别选",[48,1828,1829,1832],{},[51,1830,1831],{},"@ellipsis-dev 别滥用","：生成 PR 会真改你的分支并跑 CI，工作流卡的时候自己 revert",[48,1834,1835,1838],{},[51,1836,1837],{},"风格指南要英文","：中文风格描述识别一般，关键规则用英文写",[48,1840,1841,1844],{},[51,1842,1843],{},"没 IDE = 不能本地评审","：commit 前评审需求走 CodeRabbit",[48,1846,1847,1850,1851,1853],{},[51,1848,1849],{},"过度热心","：偶尔建议无关改动，用 ",[960,1852,1658],{}," 限制范围或评论里制止",[48,1855,1856,1859],{},[51,1857,1858],{},"不要把它当 Codegraph 用","：跨仓 \u002F 大型重构推理走 Greptile",[48,1861,1862,1865],{},[51,1863,1864],{},"没 MCP \u002F Jira","：工单流深度集成走 CodeRabbit \u002F Bito",[30,1867,399],{"id":398},[45,1869,1870,1873,1876,1879,1882,1885,1888,1891,1894],{},[48,1871,1872],{},"✅ 个人开发者 \u002F 小团队 \u002F 开源维护者",[48,1874,1875],{},"✅ 公共仓库 + 永久 0 成本",[48,1877,1878],{},"✅ GitHub-only 流水线",[48,1880,1881],{},"✅ 要 @bot 生成 PR 这个 agent 能力",[48,1883,1884],{},"✅ 预算预测性 > 一切（flat 定价）",[48,1886,1887],{},"❌ GitLab \u002F Bitbucket 团队",[48,1889,1890],{},"❌ 中文母语团队（CodeRabbit \u002F Bito 更友好）",[48,1892,1893],{},"❌ 要 IDE \u002F CLI 多入口（CodeRabbit）",[48,1895,1896],{},"❌ Codegraph 跨仓推理（Greptile）",[30,1898,425],{"id":425},[45,1900,1901,1905,1909,1913],{},[48,1902,1903],{},[431,1904,433],{"href":15},[48,1906,1907],{},[431,1908,1374],{"href":507},[48,1910,1911],{},[431,1912,443],{"href":21},[48,1914,1915],{},[431,1916,448],{"href":24},[30,1918,451],{"id":451},[192,1920,1921,1928,1935],{},[48,1922,1923,1924],{},"AI41 — Ellipsis 工具介绍（含 67K+ 仓库 \u002F $20 flat \u002F SOC 2）",[431,1925,1926],{"href":1926,"rel":1927},"https:\u002F\u002Fai41.org\u002Ftool\u002Fellipsis",[461],[48,1929,1930,1931],{},"Costbench — Ellipsis Pricing 2026 ",[431,1932,1933],{"href":1933,"rel":1934},"https:\u002F\u002Fcostbench.com\u002Fsoftware\u002Fai-code-review\u002Fellipsis",[461],[48,1936,1937,1938],{},"AIChief — Ellipsis Review 2026（\"unlimited usage, free for public GitHub repos\"）",[431,1939,1940],{"href":1940,"rel":1941},"https:\u002F\u002Faichief.com\u002Fai-code-assistant\u002Fellipsis\u002F",[461],{"title":470,"searchDepth":471,"depth":471,"links":1943},[1944,1945,1946,1947,1948,1949,1950,1951,1952,1953],{"id":32,"depth":474,"text":33},{"id":43,"depth":474,"text":43},{"id":105,"depth":474,"text":105},{"id":1589,"depth":474,"text":1590},{"id":190,"depth":474,"text":190},{"id":214,"depth":474,"text":214},{"id":357,"depth":474,"text":357},{"id":398,"depth":474,"text":399},{"id":425,"depth":474,"text":425},{"id":451,"depth":474,"text":451},"\u002Fimg\u002Ftools\u002Fellipsis.webp","Ellipsis 真实评测：$20\u002Fdev\u002F月 flat、无限 PR 评审 + 代码生成 + Q&A，公共仓库永久免费。在 67,000+ GitHub 仓库使用，SOC 2 认证、用完即删。@ellipsis-dev 评论可生成 + 跑测试 + 修 build 的 PR。",[1957,1960,1963,1966],{"q":1958,"a":1959},"$20 真的无限吗？","是。Flat $20\u002Fdev\u002F月，无 PR 数 \u002F LOC \u002F token 上限，相对 CodeRabbit Pro $24 + 5K LOC 限制和 Bito Team $12 + 5K LOC + 超出 $5\u002F1K 的方案明显厚道。",{"q":1961,"a":1962},"@ellipsis-dev 是什么？","在 GitHub issue \u002F PR 评论里 `@ellipsis-dev 请加 OAuth 登录` 这样写，Ellipsis 几分钟后生成一个跑过测试的 PR；build 红了它会自己重试 + 修。算半个 SWE agent。",{"q":1964,"a":1965},"和 CodeRabbit 怎么选？","Ellipsis 价格更厚道（$20 flat vs CodeRabbit Pro $24 + 配额）+ 有 @ellipsis-dev 评论生成 PR 这个杀手锏；但 CodeRabbit 在 IDE\u002FCLI 多入口 + 40+ linter + MCP 生态 + 多语言文档上更成熟。预算紧 \u002F 个人维护者 \u002F 公共仓库走 Ellipsis；企业团队 + 多平台 + 完整 linter 走 CodeRabbit。",{"q":1967,"a":1968},"支持中文吗？","界面 \u002F 评论默认英文，PR 描述用中文可识别，但评论回复以英文为主。中文母语团队体验不如 CodeRabbit \u002F Bito。",[503],{},[514,510],[1973,1976],{"plan":1567,"price":1452,"features":1974,"notes":1975},"完整功能 + 无限评审 + 代码生成 + Q&A","永久免费、SOC 2、代码用完即删",{"plan":1573,"price":1977,"features":1978,"notes":1979},"$20\u002Fdev\u002F月","无限 PR 评审 + @ellipsis-dev 评论生成 PR + 风格学习 + bug 检测","Flat，无 LOC 限制","公共仓库免费 \u002F 私有 $20\u002Fdev\u002F月 无限",[1982],{"name":539,"url":540},{"power":545,"ux":545,"price":1470,"cn_support":474,"stability":545},{"title":236,"description":1955},"coding\u002Freview\u002Fellipsis",[1987,1989,1991],{"name":1988,"url":1926,"accessed":551},"AI41 — Ellipsis 介绍",{"name":1990,"url":1933,"accessed":551},"Costbench — Ellipsis Pricing 2026",{"name":1992,"url":1940,"accessed":551},"AIChief — Ellipsis Review 2026","tools\u002Fcoding\u002Freview\u002Fellipsis","$20\u002Fdev\u002F月 flat 无限——AI 评审 + 从 GitHub 评论生成 PR + 67K+ 仓库使用、公共项目永久免费",[557,558,514,1996,563,1997],"agent","flat-pricing","$20\u002Fdev flat 无限 PR 评审 + 公共仓库免费——价格最厚道的 AI 评审 SaaS。要 IDE\u002FCLI 多入口 + 40+ linter 生态走 CodeRabbit；要 Codegraph 跨仓走 Greptile。","https:\u002F\u002Fwww.ellipsis.dev","cQutRtbEL1_tDuO9IRtPbaXcZ0EEnzK4twAql0-66bY",{"id":2002,"title":1152,"alternatives":2003,"api_compatible":25,"body":2008,"category":484,"chinese_friendly":474,"cover":2467,"description":2468,"domestic":487,"extension":488,"faq":2469,"free":487,"github":25,"languages":2480,"meta":2481,"models":25,"navigation":506,"notSuitable":25,"opensource":487,"path":21,"pillar":508,"platforms":2482,"priceTable":2483,"pricing":2494,"published":536,"relatedPlaybooks":2495,"relatedReviews":25,"score":2497,"self_host":506,"seo":2498,"slug":2499,"sources":2500,"stem":2507,"suitable":25,"tagline":2508,"tags":2509,"updated":551,"verdict":2511,"website":2512,"__hash__":2513},"tools\u002Ftools\u002Fcoding\u002Freview\u002Fgreptile.md",[2004,2005,2006,2007],{"name":14,"url":15},{"name":17,"url":18},{"name":23,"url":24},{"name":926,"url":507},{"type":27,"value":2009,"toc":2455},[2010,2012,2015,2018,2020,2094,2096,2113,2118,2122,2126,2146,2150,2170,2172,2202,2204,2327,2329,2379,2381,2410,2412,2430,2432],[30,2011,33],{"id":32},[35,2013,2014],{},"Greptile 把整个代码库建成一张图——function \u002F variable \u002F class \u002F file \u002F dir + 依赖全 indexed，评审一个 diff 时顺着图拉相关代码当上下文，跨文件 ripple effect 推理在同类里最强。Agent v4（2026-03-05）让每 PR 被采纳评论数 +74%，多模型架构含 NVIDIA Nemotron 3 Ultra。SOC 2 Type II + HIPAA + 自托管 air-gapped 选项。2026-03-05 起从纯订阅转 base + usage 定价，联系销售报价。",[35,2016,2017],{},"适合：大型 \u002F 跨仓 monorepo、遗留代码、HIPAA \u002F 医疗 \u002F 金融强合规、Next.js \u002F Node.js 中后期初创。不适合：小项目（Ellipsis $20 flat 更划算）；要 IDE\u002FCLI 多入口（CodeRabbit）；GitHub\u002FGitLab 之外平台（不支持 Bitbucket\u002FAzure）。",[30,2019,43],{"id":43},[45,2021,2022,2028,2034,2040,2046,2052,2062,2071,2077,2083,2088],{},[48,2023,2024,2027],{},[51,2025,2026],{},"Complete Codebase Context","：仓库代码图（function\u002Fvariable\u002Fclass\u002Ffile\u002Fdir + 依赖）；评审时拉相关 + 依赖 + 相似代码",[48,2029,2030,2033],{},[51,2031,2032],{},"Context-Aware Inline Comments","：跨文件 bug \u002F 安全 \u002F 反模式标注，并解释 ripple effect",[48,2035,2036,2039],{},[51,2037,2038],{},"Custom Coding Standards","：英文写规则 \u002F 链接已有文档，跨仓库强制执行",[48,2041,2042,2045],{},[51,2043,2044],{},"Continuous Learning","：读 reviewer 评论 + 👍\u002F👎 反应，团队风格越用越准",[48,2047,2048,2051],{},[51,2049,2050],{},"PR Summaries + 时序图","：file-by-file 拆解 + 置信度评分 + Mermaid sequence diagram",[48,2053,2054,2057,2058,2061],{},[51,2055,2056],{},"Conversation","：在 PR 评论里 ",[960,2059,2060],{},"@greptileai \u003C问题>"," 跟进",[48,2063,2064,958,2067,2070],{},[51,2065,2066],{},"Pattern Repos",[960,2068,2069],{},"greptile.json"," 配 patternsRepo（如 backend 仓引用 frontend 仓上下文）",[48,2072,2073,2076],{},[51,2074,2075],{},"30+ 语言","：Python\u002FJS\u002FTS\u002FGo\u002FRust\u002FJava\u002FC++ 等",[48,2078,2079,2082],{},[51,2080,2081],{},"API","：HTTP\u002FJSON-RPC 模式，100 req\u002Fh\u002FIP",[48,2084,2085],{},[51,2086,2087],{},"SOC 2 Type II + HIPAA + 自托管 air-gapped",[48,2089,2090,2093],{},[51,2091,2092],{},"多模型","：含 NVIDIA Nemotron 3 Ultra 等",[30,2095,105],{"id":105},[45,2097,2098,2103,2108],{},[48,2099,2100,2102],{},[51,2101,1024],{},"：基础评审 + 限额",[48,2104,2105,2107],{},[51,2106,1030],{},"：base + usage（2026-03-05 起），按仓库数 + PR 量 + 用量计费，联系销售",[48,2109,2110,2112],{},[51,2111,124],{},"：自定义；自托管 \u002F air-gapped + SSO + HIPAA + 多 org",[1582,2114,2115],{},[35,2116,2117],{},"旧 $30\u002Fseat 订阅档已迁移；新模型对大代码库友好但报价需 quote。",[30,2119,2121],{"id":2120},"实测nextjs-go-后端-monorepo-series-b-团队","实测（Next.js + Go 后端 monorepo \u002F Series B 团队）",[35,2123,2124],{},[51,2125,145],{},[45,2127,2128,2131,2134,2137,2140,2143],{},[48,2129,2130],{},"跨文件追依赖是真本事：改一个 schema，它能标出 12 处 query 受影响，提前给迁移建议",[48,2132,2133],{},"PR 时序图（Mermaid）对 reviewer 友好，5 秒看懂改动主轴",[48,2135,2136],{},"自定义 standards 用英文写直接，几条规则覆盖 80% 团队风格",[48,2138,2139],{},"反馈学习有效，2 周后噪声明显降",[48,2141,2142],{},"patternsRepo 让 backend 评审能引用 frontend 仓，避免 API 契约脱节",[48,2144,2145],{},"HIPAA 自托管对医疗团队几乎是唯一可选",[35,2147,2148],{},[51,2149,170],{},[45,2151,2152,2155,2158,2161,2164,2167],{},[48,2153,2154],{},"不支持 Bitbucket \u002F Azure DevOps",[48,2156,2157],{},"没有 IDE \u002F CLI（GitHub\u002FGitLab 网页和 PR 内）",[48,2159,2160],{},"2026-03 转 base + usage 后小项目反而变贵——10 人左右团队对比 Ellipsis $20 flat 不划算",[48,2162,2163],{},"中文场景体验有限",[48,2165,2166],{},"没有 40+ linter 集成（不像 CodeRabbit）",[48,2168,2169],{},"大代码库首次 indexing 耗时长（>50 万 LOC 可能数小时）",[30,2171,190],{"id":190},[192,2173,2174,2177,2180,2183,2190,2196,2199],{},[48,2175,2176],{},"greptile.com → Install on GitHub\u002FGitLab → 选仓库",[48,2178,2179],{},"等首次 indexing（看仓库大小，几分钟至几小时）",[48,2181,2182],{},"开 PR 试评 → 看跨文件评论 + 时序图",[48,2184,2185,2186,2189],{},"在 PR 评论里 ",[960,2187,2188],{},"@greptileai \u003Cfollow-up>"," 跟进对话",[48,2191,2192,2193,2195],{},"配 ",[960,2194,2069],{},"：自定义 standards + patternsRepo",[48,2197,2198],{},"给 👍\u002F👎 训风格",[48,2200,2201],{},"大型项目：考虑 Enterprise 自托管 + 多仓 indexing",[30,2203,214],{"id":214},[216,2205,2206,2220],{},[219,2207,2208],{},[222,2209,2210,2212,2214,2216,2218],{},[225,2211,227],{},[225,2213,1152],{},[225,2215,233],{},[225,2217,236],{},[225,2219,239],{},[241,2221,2222,2235,2249,2261,2273,2286,2299,2312],{},[222,2223,2224,2227,2229,2231,2233],{},[246,2225,2226],{},"Codegraph \u002F 跨文件",[246,2228,1202],{},[246,2230,1236],{},[246,2232,306],{},[246,2234,309],{},[222,2236,2237,2240,2243,2245,2247],{},[246,2238,2239],{},"大代码库 \u002F monorepo",[246,2241,2242],{},"✅ 最强",[246,2244,285],{},[246,2246,290],{},[246,2248,285],{},[222,2250,2251,2253,2255,2257,2259],{},[246,2252,1770],{},[246,2254,268],{},[246,2256,285],{},[246,2258,268],{},[246,2260,285],{},[222,2262,2263,2265,2267,2269,2271],{},[246,2264,1250],{},[246,2266,1209],{},[246,2268,1787],{},[246,2270,290],{},[246,2272,290],{},[222,2274,2275,2277,2279,2282,2284],{},[246,2276,1753],{},[246,2278,1765],{},[246,2280,2281],{},"+ Bitbucket\u002FAzure",[246,2283,1756],{},[246,2285,1762],{},[222,2287,2288,2291,2293,2295,2297],{},[246,2289,2290],{},"HIPAA",[246,2292,285],{},[246,2294,1209],{},[246,2296,1209],{},[246,2298,1209],{},[222,2300,2301,2303,2306,2308,2310],{},[246,2302,330],{},[246,2304,2305],{},"Enterprise air-gapped",[246,2307,124],{},[246,2309,1209],{},[246,2311,124],{},[222,2313,2314,2317,2319,2322,2324],{},[246,2315,2316],{},"定价",[246,2318,1173],{},[246,2320,2321],{},"$24\u002F$30 + CLI add-on",[246,2323,1170],{},[246,2325,2326],{},"$30\u002Fseat",[30,2328,357],{"id":357},[45,2330,2331,2337,2343,2349,2355,2361,2367,2373],{},[48,2332,2333,2336],{},[51,2334,2335],{},"不要把它当中小项目工具用","：base + usage 起步成本对 \u003C10 人团队不友好，先 Ellipsis $20 flat",[48,2338,2339,2342],{},[51,2340,2341],{},"首次 indexing 别在交付前夜跑","：大 monorepo 几小时起步，提前一天接",[48,2344,2345,2348],{},[51,2346,2347],{},"patternsRepo 别拉无关仓","：拉得多 → 噪声增、token 消耗增",[48,2350,2351,2354],{},[51,2352,2353],{},"自定义 standards 用英文","：中文规则识别准确度低于英文",[48,2356,2357,2360],{},[51,2358,2359],{},"HIPAA \u002F 强合规走 Enterprise","：自托管 + air-gapped 才完整覆盖",[48,2362,2363,2366],{},[51,2364,2365],{},"没 IDE = 没本地评审","：commit 前评审走 CodeRabbit",[48,2368,2369,2372],{},[51,2370,2371],{},"API 限流","：100 req\u002Fh\u002FIP，CI 集成要 token bucket",[48,2374,2375,2378],{},[51,2376,2377],{},"多模型路由不透明","：要可重复结果在 Enterprise 谈固定模型",[30,2380,399],{"id":398},[45,2382,2383,2386,2389,2392,2395,2398,2401,2404,2407],{},[48,2384,2385],{},"✅ 大型 monorepo \u002F 跨仓推理",[48,2387,2388],{},"✅ 遗留代码 \u002F 复杂依赖",[48,2390,2391],{},"✅ HIPAA \u002F 医疗 \u002F 金融强合规",[48,2393,2394],{},"✅ Next.js \u002F Node.js 中后期初创",[48,2396,2397],{},"✅ 自托管 \u002F air-gapped 要求",[48,2399,2400],{},"❌ 小项目 \u002F 个人开发者（用 Ellipsis）",[48,2402,2403],{},"❌ IDE \u002F CLI 多入口需求（用 CodeRabbit）",[48,2405,2406],{},"❌ Bitbucket \u002F Azure DevOps",[48,2408,2409],{},"❌ 中文母语团队",[30,2411,425],{"id":425},[45,2413,2414,2418,2422,2426],{},[48,2415,2416],{},[431,2417,433],{"href":15},[48,2419,2420],{},[431,2421,438],{"href":18},[48,2423,2424],{},[431,2425,448],{"href":24},[48,2427,2428],{},[431,2429,1374],{"href":507},[30,2431,451],{"id":451},[192,2433,2434,2441,2448],{},[48,2435,2436,2437],{},"Stork.AI — Greptile Review 2026（含 Agent v4 \u002F Nemotron 3 Ultra \u002F HIPAA）",[431,2438,2439],{"href":2439,"rel":2440},"https:\u002F\u002Fwww.stork.ai\u002Fen\u002Fgreptile",[461],[48,2442,2443,2444],{},"Stackviv — Greptile Review 2026 ",[431,2445,2446],{"href":2446,"rel":2447},"https:\u002F\u002Fstackviv.ai\u002Fai-tools\u002Fgreptile",[461],[48,2449,2450,2451],{},"Greptile 官方文档 — Key Features（Codebase Context \u002F Pattern Repos \u002F RL 反馈）",[431,2452,2453],{"href":2453,"rel":2454},"https:\u002F\u002Fwww.greptile.com\u002Fdocs\u002Fcode-review-bot\u002Fkey-features",[461],{"title":470,"searchDepth":471,"depth":471,"links":2456},[2457,2458,2459,2460,2461,2462,2463,2464,2465,2466],{"id":32,"depth":474,"text":33},{"id":43,"depth":474,"text":43},{"id":105,"depth":474,"text":105},{"id":2120,"depth":474,"text":2121},{"id":190,"depth":474,"text":190},{"id":214,"depth":474,"text":214},{"id":357,"depth":474,"text":357},{"id":398,"depth":474,"text":399},{"id":425,"depth":474,"text":425},{"id":451,"depth":474,"text":451},"\u002Fimg\u002Ftools\u002Fgreptile.webp","Greptile 真实评测：把整个仓库建成代码图（function\u002Fvariable\u002Fclass\u002Ffile\u002Fdir + 依赖），评审时跨文件追 ripple effect。Agent v4（2026-03）addressed comments per PR +74%；多模型架构含 NVIDIA Nemotron 3 Ultra；SOC 2 Type II + HIPAA；2026-03-05 转 base+usage 定价。",[2470,2473,2476,2478],{"q":2471,"a":2472},"Greptile 强在哪？","Codegraph——把整个仓库（function\u002Fvariable\u002Fclass\u002Ffile\u002Fdir\u002F依赖）建成图，评审一个 diff 时不是只看变更那几行，而是顺着图把『相关代码 + 依赖代码 + 相似代码』全拉出来当上下文。30+ 文件的大型 PR \u002F 跨多模块的改动，它比 CodeRabbit \u002F Ellipsis 看得更深。",{"q":2474,"a":2475},"Agent v4 是什么？","2026-03-05 发布，对比 v3『每 PR 被采纳的评论数』提升 74%；底层多模型架构含 NVIDIA Nemotron 3 Ultra。",{"q":1964,"a":2477},"都用代码图但侧重不同：Greptile 在跨文件 \u002F 大代码库 \u002F 遗留系统推理上更强、HIPAA 合规更完整。CodeRabbit 在 IDE\u002FCLI 多入口、40+ linter 集成、MCP 生态、开源仓库无限免费上更广。大型 monorepo + 强合规 + 不要 IDE\u002FCLI 走 Greptile；其余场景走 CodeRabbit。",{"q":1967,"a":2479},"纯英文产品，仅 GitHub + GitLab。中文母语团队体验有限。",[503],{},[514,515],[2484,2487,2491],{"plan":1024,"price":1452,"features":2485,"notes":2486},"基础 AI PR 评审 + 限额","试水 \u002F 小项目",{"plan":1030,"price":2488,"features":2489,"notes":2490},"base + usage（2026-03-05 起）","更多仓库 + PR 量 + Codegraph + 自定义标准 + 反馈学习","联系销售按规模报价",{"plan":124,"price":528,"features":2492,"notes":2493},"自托管 \u002F air-gapped + SSO + HIPAA + 多 org + API 100 req\u002Fh\u002FIP","针对大企业 \u002F 强合规","Freemium \u002F base + usage（2026-03-05 起） \u002F Enterprise self-host",[2496],{"name":539,"url":540},{"power":1470,"ux":545,"price":471,"cn_support":474,"stability":545},{"title":1152,"description":2468},"coding\u002Freview\u002Fgreptile",[2501,2503,2505],{"name":2502,"url":2439,"accessed":551},"Stork.AI — Greptile Review 2026",{"name":2504,"url":2446,"accessed":551},"Stackviv — Greptile Review 2026",{"name":2506,"url":2453,"accessed":551},"Greptile 官方文档 — Key Features","tools\u002Fcoding\u002Freview\u002Fgreptile","Codegraph 跨文件推理 + Agent v4——把整个代码库建图，理解 ripple effect 的 AI 评审",[557,558,1486,2510,563,560],"hipaa","Codegraph 跨文件推理是同类里最强——大型 \u002F 跨仓库 \u002F 遗留代码评审首选。$24 flat 极简定价走 Ellipsis；IDE\u002FCLI\u002FMCP 多入口走 CodeRabbit；HIPAA + 自托管 + 大代码库走 Greptile。","https:\u002F\u002Fwww.greptile.com","-m8d6QBFMdkGx-hbW0Uw3Px_Naqk-1wfS_XRGzqORaY",{"id":2515,"title":239,"alternatives":2516,"api_compatible":25,"body":2521,"category":484,"chinese_friendly":471,"cover":2989,"description":2990,"domestic":487,"extension":488,"faq":2991,"free":487,"github":25,"languages":3003,"meta":3004,"models":25,"navigation":506,"notSuitable":25,"opensource":506,"path":24,"pillar":508,"platforms":3005,"priceTable":3006,"pricing":3019,"published":536,"relatedPlaybooks":3020,"relatedReviews":25,"score":3024,"self_host":506,"seo":3025,"slug":3026,"sources":3027,"stem":3036,"suitable":25,"tagline":3037,"tags":3038,"updated":551,"verdict":3044,"website":3045,"__hash__":3046},"tools\u002Ftools\u002Fcoding\u002Freview\u002Fqodo.md",[2517,2518,2519,2520],{"name":14,"url":15},{"name":17,"url":18},{"name":20,"url":21},{"name":926,"url":507},{"type":27,"value":2522,"toc":2977},[2523,2525,2528,2531,2533,2595,2597,2628,2633,2637,2641,2665,2669,2686,2688,2714,2716,2843,2845,2895,2897,2923,2925,2945,2947],[30,2524,33],{"id":32},[35,2526,2527],{},"Qodo（前 CodiumAI，2024 改名）把 AI 代码评审 + 自动测试生成 + IDE 助手做成『三件套』——Qodo Merge（PR 评审）+ Qodo Cover（回归测试 agent）+ Qodo Gen（IDE 代码 + 测试生成）。Developer 永久免费（30 PR\u002F月组织池），Teams $30\u002Fseat\u002F月（年付），Enterprise BYOK + on-prem。开源 PR-Agent 是其评审引擎底座，多模型（Claude \u002F OpenAI \u002F 其他）+ Living Rules + Context Engine。",[35,2529,2530],{},"适合：test coverage 低 \u002F 单测需要 AI 大量补全的团队、要 PR 评审 + 测试生成一体的中大型 dev org、Enterprise 要 BYOK \u002F on-prem 治理。不适合：纯 PR 评审且预算紧（CodeRabbit \u002F Ellipsis 更便宜）、个人开发者重度（30 PR 组织池可能不够）、要 MCP \u002F Jira 深度集成（CodeRabbit \u002F Bito 更广）。",[30,2532,43],{"id":43},[45,2534,2535,2541,2547,2553,2559,2565,2571,2577,2583,2589],{},[48,2536,2537,2540],{},[51,2538,2539],{},"Qodo Merge","：agentic PR 评审，GitHub\u002FGitLab\u002FBitbucket，line-by-line + 跨文件 + 概要",[48,2542,2543,2546],{},[51,2544,2545],{},"Qodo Cover","：autonomous regression-testing agent，生成 + 验证测试",[48,2548,2549,2552],{},[51,2550,2551],{},"Qodo Gen","：VS Code \u002F JetBrains IDE 插件，代码 + 测试 + chat",[48,2554,2555,2558],{},[51,2556,2557],{},"CLI","：terminal agentic 质量工作流",[48,2560,2561,2564],{},[51,2562,2563],{},"Living Rules System","：从 codebase + PR 历史自学习规则、可编辑、跨仓 enforce",[48,2566,2567,2570],{},[51,2568,2569],{},"Multi-repo Context Engine","：跨仓推理大代码库",[48,2572,2573,2576],{},[51,2574,2575],{},"Model-flexible","：Claude \u002F OpenAI \u002F 其他；Enterprise BYOK",[48,2578,2579,2582],{},[51,2580,2581],{},"Open Source 底座","：PR-Agent（widely adopted OSS PR 评审引擎）",[48,2584,2585,2588],{},[51,2586,2587],{},"Governance","：仪表盘 \u002F 分析 \u002F SSO \u002F SAML \u002F 审计日志（Enterprise）",[48,2590,2591,2594],{},[51,2592,2593],{},"部署","：cloud SaaS \u002F 单租户 \u002F on-prem（Enterprise）",[30,2596,105],{"id":105},[45,2598,2599,2605,2611,2616,2622],{},[48,2600,2601,2604],{},[51,2602,2603],{},"Developer (Free)","：30 PR 评审\u002F月（组织池）+ 250 IDE\u002FCLI credits\u002F月 + 社区支持",[48,2606,2607,2610],{},[51,2608,2609],{},"Teams","：$30\u002Fseat\u002F月（年）≈ $38\u002Fseat\u002F月（月付），更高 credits + agentic PR + Living Rules + 仪表盘",[48,2612,2613,2615],{},[51,2614,124],{},"：定制；SSO\u002FSAML + 审计 + BYOK + 跨仓上下文 + on-prem + SLA",[48,2617,2618,2621],{},[51,2619,2620],{},"14 天免费试用","：解锁 unlimited，无信用卡",[48,2623,2624,2627],{},[51,2625,2626],{},"Qodo for Open Source","：合格 OSS 项目免费",[1582,2629,2630],{},[35,2631,2632],{},"注意：30 PR 是『组织池共享』而非每人 30，\u003C10 人小团队 Developer 档够用，>10 人很快吃完。",[30,2634,2636],{"id":2635},"实测15-人-saas-python-tslow-test-coverage","实测（15 人 SaaS \u002F Python + TS、low test coverage）",[35,2638,2639],{},[51,2640,145],{},[45,2642,2643,2646,2649,2656,2659,2662],{},[48,2644,2645],{},"Qodo Cover 自动给老代码补单测：3 周补了 1200+ tests，coverage 从 38% 升到 71%",[48,2647,2648],{},"Qodo Merge 评审质量稳定，agentic 模式跨文件推理 OK",[48,2650,2651,2652,2655],{},"Qodo Gen IDE 插件 ",[960,2653,2654],{},"\u002Ftest"," 命令直接生成函数级单测 + 边界用例",[48,2657,2658],{},"Living Rules 自学习有效，团队架构约定固化后跨仓评审一致",[48,2660,2661],{},"多模型 + BYOK（Enterprise）合规友好",[48,2663,2664],{},"开源 PR-Agent 给小项目 \u002F 试水零成本路径",[35,2666,2667],{},[51,2668,170],{},[45,2670,2671,2674,2677,2680,2683],{},[48,2672,2673],{},"定价方式『令人困惑』：官网 emphasize credit-based 但 per-user tiers 也在流通，预算难算",[48,2675,2676],{},"Credits 按模型消耗不同，token-heavy 模型烧得快",[48,2678,2679],{},"免费 PR 配额从 75 降到 30（组织池），团队 share 紧",[48,2681,2682],{},"Teams $30 比 CodeRabbit Pro $24 贵 25%",[48,2684,2685],{},"中文场景体验一般",[30,2687,190],{"id":190},[192,2689,2690,2693,2696,2699,2705,2708,2711],{},[48,2691,2692],{},"qodo.ai → 选 Developer Free → GitHub \u002F GitLab \u002F Bitbucket App 接入",[48,2694,2695],{},"装 VS Code 或 JetBrains 插件（Qodo Gen）",[48,2697,2698],{},"在 PR 上看 Qodo Merge 评论",[48,2700,2701,2702,2704],{},"在 IDE 选函数 → ",[960,2703,2654],{}," 生成单测",[48,2706,2707],{},"启 Qodo Cover：选目标模块 \u002F coverage 目标 → 跑 agent",[48,2709,2710],{},"配 Living Rules：从仓库 PR 历史自动学，或手动添加",[48,2712,2713],{},"进阶：BYOK \u002F on-prem 走 Enterprise",[30,2715,214],{"id":214},[216,2717,2718,2732],{},[219,2719,2720],{},[222,2721,2722,2724,2726,2728,2730],{},[225,2723,227],{},[225,2725,239],{},[225,2727,233],{},[225,2729,1152],{},[225,2731,236],{},[241,2733,2734,2748,2762,2776,2789,2803,2815,2829],{},[222,2735,2736,2739,2742,2744,2746],{},[246,2737,2738],{},"PR 评审",[246,2740,2741],{},"✅ Qodo Merge",[246,2743,285],{},[246,2745,285],{},[246,2747,285],{},[222,2749,2750,2753,2756,2758,2760],{},[246,2751,2752],{},"自动测试生成",[246,2754,2755],{},"✅ Qodo Cover 独家",[246,2757,268],{},[246,2759,268],{},[246,2761,268],{},[222,2763,2764,2767,2770,2772,2774],{},[246,2765,2766],{},"IDE",[246,2768,2769],{},"✅ Qodo Gen",[246,2771,285],{},[246,2773,268],{},[246,2775,268],{},[222,2777,2778,2780,2782,2785,2787],{},[246,2779,2557],{},[246,2781,285],{},[246,2783,2784],{},"✅ + agent",[246,2786,268],{},[246,2788,268],{},[222,2790,2791,2794,2796,2799,2801],{},[246,2792,2793],{},"起价",[246,2795,1176],{},[246,2797,2798],{},"Pro $24",[246,2800,1173],{},[246,2802,1170],{},[222,2804,2805,2807,2809,2811,2813],{},[246,2806,1181],{},[246,2808,1194],{},[246,2810,1184],{},[246,2812,1191],{},[246,2814,1184],{},[222,2816,2817,2820,2823,2825,2827],{},[246,2818,2819],{},"自托管 \u002F BYOK",[246,2821,2822],{},"✅ Enterprise",[246,2824,124],{},[246,2826,124],{},[246,2828,1209],{},[222,2830,2831,2834,2837,2839,2841],{},[246,2832,2833],{},"开源底座",[246,2835,2836],{},"✅ PR-Agent",[246,2838,268],{},[246,2840,268],{},[246,2842,268],{},[30,2844,357],{"id":357},[45,2846,2847,2853,2859,2865,2871,2877,2883,2889],{},[48,2848,2849,2852],{},[51,2850,2851],{},"30 PR\u002F月是组织池别理解错","：>10 人团队 Free 档极快用完，Teams 几乎必然",[48,2854,2855,2858],{},[51,2856,2857],{},"Credit 消耗与模型相关","：选大模型时设预算告警",[48,2860,2861,2864],{},[51,2862,2863],{},"Qodo Cover 不要全代码库跑","：先在低 coverage 模块小范围验证，看生成测试质量再放大",[48,2866,2867,2870],{},[51,2868,2869],{},"Living Rules 别一次性导太多","：渐进引入，避免噪声",[48,2872,2873,2876],{},[51,2874,2875],{},"测试质量需 review","：AI 生成的测试要看是否真正断言而不是 happy-path",[48,2878,2879,2882],{},[51,2880,2881],{},"BYOK 仅 Enterprise","：合规预算要先确认",[48,2884,2885,2888],{},[51,2886,2887],{},"Qodo Gen IDE 占 IDE credits","：高频用要观察额度，必要时上 Teams",[48,2890,2891,2894],{},[51,2892,2893],{},"开源 PR-Agent 仍维护","：极低预算 \u002F 完全自托管走 PR-Agent",[30,2896,399],{"id":398},[45,2898,2899,2902,2905,2908,2911,2914,2917,2920],{},[48,2900,2901],{},"✅ test coverage 低 \u002F 需要 AI 补单测的团队",[48,2903,2904],{},"✅ PR 评审 + 测试生成一体化需求",[48,2906,2907],{},"✅ Enterprise BYOK \u002F on-prem \u002F 强治理",[48,2909,2910],{},"✅ 多 IDE + 多 Git 平台覆盖",[48,2912,2913],{},"✅ 合格 OSS 项目（Qodo for Open Source 免费）",[48,2915,2916],{},"❌ 纯 PR 评审 + 预算紧（CodeRabbit \u002F Ellipsis）",[48,2918,2919],{},"❌ 个人开发者重度（组织池配额吃紧）",[48,2921,2922],{},"❌ MCP \u002F Jira 深度集成（CodeRabbit \u002F Bito）",[30,2924,425],{"id":425},[45,2926,2927,2931,2935,2939],{},[48,2928,2929],{},[431,2930,433],{"href":15},[48,2932,2933],{},[431,2934,438],{"href":18},[48,2936,2937],{},[431,2938,443],{"href":21},[48,2940,2941],{},[431,2942,2944],{"href":2943},"\u002Fplaybook\u002Fonboarding\u002Fai-unit-test-coverage","AI 单测覆盖率攻坚 Playbook",[30,2946,451],{"id":451},[192,2948,2949,2956,2963,2970],{},[48,2950,2951,2952],{},"Qodo 官网 — 产品三件套介绍 ",[431,2953,2954],{"href":2954,"rel":2955},"https:\u002F\u002Fwww.qodo.ai\u002F",[461],[48,2957,2958,2959],{},"Toolchase — Qodo Review 2026（含 Developer 30 PR \u002F Teams $30 \u002F Enterprise 细节）",[431,2960,2961],{"href":2961,"rel":2962},"https:\u002F\u002Ftoolchase.com\u002Ftool\u002Fqodo",[461],[48,2964,2965,2966],{},"Pickuma — Qodo Review 2026（Qodo Merge + PR-Agent 开源） ",[431,2967,2968],{"href":2968,"rel":2969},"https:\u002F\u002Fpickuma.com\u002Ffor-dev\u002Fqodo-review-ai-test-generation-pr-review-2026",[461],[48,2971,2972,2973],{},"DEV.to — Qodo AI Review 2026 ",[431,2974,2975],{"href":2975,"rel":2976},"https:\u002F\u002Fdev.to\u002Frahulxsingh\u002Fqodo-ai-review-2026-is-it-the-best-ai-testing-tool-31hj",[461],{"title":470,"searchDepth":471,"depth":471,"links":2978},[2979,2980,2981,2982,2983,2984,2985,2986,2987,2988],{"id":32,"depth":474,"text":33},{"id":43,"depth":474,"text":43},{"id":105,"depth":474,"text":105},{"id":2635,"depth":474,"text":2636},{"id":190,"depth":474,"text":190},{"id":214,"depth":474,"text":214},{"id":357,"depth":474,"text":357},{"id":398,"depth":474,"text":399},{"id":425,"depth":474,"text":425},{"id":451,"depth":474,"text":451},"\u002Fimg\u002Ftools\u002Fqodo.webp","Qodo 真实评测（前 CodiumAI 2024 改名）：Qodo Merge PR 评审 + Qodo Cover 测试生成 + Qodo Gen IDE 助手。Developer Free（30 PR\u002F月组织池 + 250 credits）\u002F Teams $30\u002Fseat\u002F月 \u002F Enterprise 定制。多 IDE + 多 Git 平台 + 多模型 + BYOK + Living Rules + Context Engine + OSS PR-Agent 开源底座。",[2992,2995,2998,3000],{"q":2993,"a":2994},"Qodo 和 CodiumAI 是什么关系？","2024 年 CodiumAI 改名 Qodo，所有产品 \u002F 账号 \u002F 集成自动迁移。改名为了从『测试生成工具』拓展为『AI 代码质量平台』，并避免与 VSCodium 名字冲突。开源 PR-Agent 仍是其底座。",{"q":2996,"a":2997},"三个产品分别做什么？","Qodo Merge = PR 评审（GitHub\u002FGitLab\u002FBitbucket）；Qodo Cover = 自动回归测试 agent；Qodo Gen = VS Code\u002FJetBrains IDE 代码 + 测试生成。三个都包含在所有付费档里。",{"q":1964,"a":2999},"纯 PR 评审 → CodeRabbit Pro $24 更便宜 + IDE\u002FCLI\u002FMCP 生态更广 + 公共仓库无限免费。需要 PR 评审 + 自动测试生成（test coverage 低、需要补单测）→ Qodo Teams $30 是唯一二合一方案。",{"q":3001,"a":3002},"Living Rules 是什么？","从 codebase + PR 历史自学习的『规则系统』：把团队架构约定、命名风格、领域决策固化成 machine-readable rules，所有开发者 \u002F reviewer \u002F AI agent 都遵循；可在仪表盘编辑 + 跨仓 enforce。",[503],{},[510,511,517,514,515,516],[3007,3012,3016],{"plan":3008,"price":3009,"features":3010,"notes":3011},"Developer","$0 永久免费","30 PR 评审\u002F月（组织池）+ 250 IDE\u002FCLI credits\u002F月 + IDE 插件 + CLI","无信用卡、个人足够",{"plan":2609,"price":3013,"features":3014,"notes":3015},"$30\u002Fseat\u002F月（年）≈$38（月）","更高 credits + agentic PR 评审 + Living Rules + Git\u002FIDE + 仪表盘","团队主推档",{"plan":124,"price":528,"features":3017,"notes":3018},"SSO\u002FSAML + 审计 + 治理分析 + BYOK + 单租户 SaaS \u002F on-prem + 跨仓上下文","年度合同 + SLA","Developer Free \u002F Teams $30\u002Fseat\u002F月（年）≈$38（月）\u002F Enterprise 定制",[3021,3022],{"name":539,"url":540},{"name":3023,"url":2943},"AI 单测覆盖率攻坚",{"power":1470,"ux":545,"price":471,"cn_support":471,"stability":1470},{"title":239,"description":2990},"coding\u002Freview\u002Fqodo",[3028,3030,3032,3034],{"name":3029,"url":2961,"accessed":551},"Toolchase — Qodo Review 2026",{"name":3031,"url":2968,"accessed":551},"Pickuma — Qodo Review 2026",{"name":3033,"url":2954,"accessed":551},"Qodo 官网（产品介绍）",{"name":3035,"url":2975,"accessed":551},"DEV.to — Qodo AI Review 2026","tools\u002Fcoding\u002Freview\u002Fqodo","前 CodiumAI——AI 评审 + 自动测试生成双合一，Qodo Merge \u002F Cover \u002F Gen 三件套",[557,558,3039,3040,3041,560,3042,3043],"test-generation","codium","byok","rules","opensource","PR 评审 + 自动测试生成『二合一』唯一玩家——其他工具只做评审。Test coverage 低的团队优先选；只要 PR 评审 + 最低价走 CodeRabbit\u002FEllipsis。","https:\u002F\u002Fqodo.ai","3o_gHaDMud-4sVeFU8ARp33MFfg6_2615fYBq_UIOks",[],1782316490692]