[{"data":1,"prerenderedAt":1141},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"compare-ellipsis-vs-qodo":9,"compare-a-ellipsis":10,"compare-b-qodo":603},{"tools":4,"reviews":5},78,26,{"tools":4,"reviews":5,"playbooks":7,"news":8},22,21,null,{"id":11,"title":12,"alternatives":13,"api_compatible":9,"body":18,"category":537,"chinese_friendly":527,"cover":538,"description":539,"domestic":540,"extension":541,"faq":542,"free":540,"github":9,"languages":555,"lastVerified":9,"meta":557,"models":9,"navigation":558,"notSuitable":9,"opensource":540,"path":559,"pillar":560,"platforms":561,"priceTable":564,"pricing":573,"published":574,"relatedPlaybooks":575,"relatedReviews":577,"score":579,"self_host":540,"seo":582,"seoTitle":9,"slug":583,"sources":584,"stem":592,"suitable":9,"tagline":593,"tags":594,"updated":587,"verdict":600,"website":601,"__hash__":602},"tools\u002Ftools\u002Fcoding\u002Freview\u002Fellipsis.md","Ellipsis",[14,15,16,17],"coding\u002Freview\u002Fcoderabbit","coding\u002Freview\u002Fgreptile","coding\u002Freview\u002Fqodo","coding\u002Freview\u002Fbito",{"type":19,"value":20,"toc":522},"minimark",[21,26,30,33,36,89,92,112,118,122,127,149,154,174,177,209,212,382,385,432,436,465,468,495,498],[22,23,25],"h2",{"id":24},"tldr","TL;DR",[27,28,29],"p",{},"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。",[27,31,32],{},"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）。",[22,34,35],{"id":35},"核心能力",[37,38,39,47,53,59,65,71,77,83],"ul",{},[40,41,42,46],"li",{},[43,44,45],"strong",{},"AI PR 评审","：line-by-line 评论 + 1-click 修复建议 + 风格学习",[40,48,49,52],{},[43,50,51],{},"bug \u002F 反模式检测","：逻辑漏洞 \u002F 边界条件 \u002F 反模式即时标注",[40,54,55,58],{},[43,56,57],{},"@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",[40,60,61,64],{},[43,62,63],{},"风格学习","：传英文风格指南，👍\u002F👎 反馈微调",[40,66,67,70],{},[43,68,69],{},"GitHub-only 集成","：原生 GitHub App，2-click 接入",[40,72,73,76],{},[43,74,75],{},"公共仓库永久免费","：开源项目零成本",[40,78,79,82],{},[43,80,81],{},"SOC 2 认证 + 零数据保留","：评审完即删，不训练",[40,84,85,88],{},[43,86,87],{},"Q&A","：在 PR 里 @bot 提问，回答带代码定位",[22,90,91],{"id":91},"价格",[37,93,94,100,106],{},[40,95,96,99],{},[43,97,98],{},"公共仓库","：完全免费、永久",[40,101,102,105],{},[43,103,104],{},"私有 \u002F Team","：$20\u002Fdev\u002F月，无限 PR 评审 + 无限代码生成 + 无限 Q&A",[40,107,108,111],{},[43,109,110],{},"无 LOC \u002F PR 配额","、无 token 超额 surge",[113,114,115],"blockquote",{},[27,116,117],{},"价格预测性最强：100 个开发者就是 $2000\u002F月，跟用量无关。",[22,119,121],{"id":120},"实测5-人开源-私有混合仓库","实测（5 人开源 + 私有混合仓库）",[27,123,124],{},[43,125,126],{},"亮点：",[37,128,129,132,135,143,146],{},[40,130,131],{},"公共仓库 0 成本接入，开源项目维护者直接白嫖",[40,133,134],{},"$20 flat 在所有 AI 评审里最简单：不需要算 LOC \u002F PR 数 \u002F token",[40,136,137,138,142],{},"@ellipsis-dev 真有用：在 issue 写 ",[139,140,141],"code",{},"@ellipsis-dev 把 zh.json 的 errors.* 全翻译到 ja.json，跑 test:i18n","，3 分钟出 PR + 测试绿",[40,144,145],{},"风格学习实测有效，3 周后评论噪声明显下降",[40,147,148],{},"SOC 2 + 用完即删，企业评审过",[27,150,151],{},[43,152,153],{},"踩坑：",[37,155,156,159,162,165,168,171],{},[40,157,158],{},"只支持 GitHub，GitLab \u002F Bitbucket \u002F Azure DevOps 团队完全不能用",[40,160,161],{},"没有 IDE 插件 + 没有 CLI（只能在 GitHub 网页 \u002F PR 评论用）",[40,163,164],{},"中文 PR 描述可识别，但回复英文为主",[40,166,167],{},"偶尔过度热心建议无关改动（可在评论说「stop suggesting renames」）",[40,169,170],{},"没有 Codegraph 级跨仓推理（找 Greptile）",[40,172,173],{},"没有 MCP \u002F Jira 集成，工单流追溯弱",[22,175,176],{"id":176},"上手",[178,179,180,183,186,189,199,206],"ol",{},[40,181,182],{},"ellipsis.dev → Install on GitHub → 选仓库（公开仓库随便选）",[40,184,185],{},"开一个 PR → 等几分钟看 inline 评论 + 概要",[40,187,188],{},"给 👍\u002F👎 反馈让它学风格",[40,190,191,192,195,196],{},"上传英文风格指南：repo 根 ",[139,193,194],{},".ellipsis.yaml"," + ",[139,197,198],{},"style.md",[40,200,201,202,205],{},"在 issue 评论 ",[139,203,204],{},"@ellipsis-dev \u003C你的需求>"," → 等它生成 PR",[40,207,208],{},"私有仓库：升级 $20\u002Fdev → 一键加私有仓库",[22,210,211],{"id":211},"对比",[213,214,215,236],"table",{},[216,217,218],"thead",{},[219,220,221,225,227,230,233],"tr",{},[222,223,224],"th",{},"维度",[222,226,12],{},[222,228,229],{},"CodeRabbit",[222,231,232],{},"Bito",[222,234,235],{},"Greptile",[237,238,239,257,274,290,304,321,334,351,366],"tbody",{},[219,240,241,245,248,251,254],{},[242,243,244],"td",{},"私有起价",[242,246,247],{},"$20 flat",[242,249,250],{},"$24\u002F$30",[242,252,253],{},"$12\u002F$15",[242,255,256],{},"base + usage",[219,258,259,262,265,268,271],{},[242,260,261],{},"LOC \u002F PR 配额",[242,263,264],{},"❌ 无限",[242,266,267],{},"无私有 PR 限",[242,269,270],{},"5K LOC\u002Fseat",[242,272,273],{},"按用量",[219,275,276,279,282,284,287],{},[242,277,278],{},"公共仓库免费",[242,280,281],{},"✅ 无限",[242,283,281],{},[242,285,286],{},"❌",[242,288,289],{},"freemium",[219,291,292,295,298,300,302],{},[242,293,294],{},"@bot 生成 PR",[242,296,297],{},"✅",[242,299,286],{},[242,301,286],{},[242,303,286],{},[219,305,306,309,312,315,318],{},[242,307,308],{},"Git 平台",[242,310,311],{},"GitHub-only",[242,313,314],{},"GitHub\u002FGitLab\u002FBitbucket\u002FAzure",[242,316,317],{},"GitHub\u002FGitLab\u002FBitbucket",[242,319,320],{},"GitHub\u002FGitLab",[219,322,323,326,328,330,332],{},[242,324,325],{},"IDE \u002F CLI",[242,327,286],{},[242,329,297],{},[242,331,297],{},[242,333,286],{},[219,335,336,339,342,345,348],{},[242,337,338],{},"Linter 集成",[242,340,341],{},"中",[242,343,344],{},"40+",[242,346,347],{},"弱",[242,349,350],{},"–",[219,352,353,356,359,361,364],{},[242,354,355],{},"Codegraph",[242,357,358],{},"Codebase 图",[242,360,297],{},[242,362,363],{},"AI Architect",[242,365,297],{},[219,367,368,371,374,377,379],{},[242,369,370],{},"合规",[242,372,373],{},"SOC 2",[242,375,376],{},"SOC 2 Type II",[242,378,376],{},[242,380,381],{},"SOC 2 Type II + HIPAA",[22,383,384],{"id":384},"避坑",[37,386,387,393,399,405,411,420,426],{},[40,388,389,392],{},[43,390,391],{},"GitHub-only 锁死","：要 GitLab\u002FBitbucket 团队别选",[40,394,395,398],{},[43,396,397],{},"@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",[40,400,401,404],{},[43,402,403],{},"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",[40,406,407,410],{},[43,408,409],{},"没 IDE = 不能本地评审","：commit 前评审需求走 CodeRabbit",[40,412,413,416,417,419],{},[43,414,415],{},"过度热心","：偶尔建议无关改动，用 ",[139,418,194],{}," 限制范围或评论里制止",[40,421,422,425],{},[43,423,424],{},"不要把它当 Codegraph 用","：跨仓 \u002F 大型重构推理走 Greptile",[40,427,428,431],{},[43,429,430],{},"没 MCP \u002F Jira","：工单流深度集成走 CodeRabbit \u002F Bito",[22,433,435],{"id":434},"适合-不适合","适合 \u002F 不适合",[37,437,438,441,444,447,450,453,456,459,462],{},[40,439,440],{},"✅ 个人开发者 \u002F 小团队 \u002F 开源维护者",[40,442,443],{},"✅ 公共仓库 + 永久 0 成本",[40,445,446],{},"✅ GitHub-only 流水线",[40,448,449],{},"✅ 要 @bot 生成 PR 这个 agent 能力",[40,451,452],{},"✅ 预算预测性 > 一切（flat 定价）",[40,454,455],{},"❌ GitLab \u002F Bitbucket 团队",[40,457,458],{},"❌ 中文母语团队（CodeRabbit \u002F Bito 更友好）",[40,460,461],{},"❌ 要 IDE \u002F CLI 多入口（CodeRabbit）",[40,463,464],{},"❌ Codegraph 跨仓推理（Greptile）",[22,466,467],{"id":467},"相关阅读",[37,469,470,477,483,489],{},[40,471,472],{},[473,474,476],"a",{"href":475},"\u002Ftools\u002Fcoding\u002Freview\u002Fcoderabbit","CodeRabbit 评测",[40,478,479],{},[473,480,482],{"href":481},"\u002Ftools\u002Fcoding\u002Freview\u002Fbito","Bito 评测",[40,484,485],{},[473,486,488],{"href":487},"\u002Ftools\u002Fcoding\u002Freview\u002Fgreptile","Greptile 评测",[40,490,491],{},[473,492,494],{"href":493},"\u002Ftools\u002Fcoding\u002Freview\u002Fqodo","Qodo 评测",[22,496,497],{"id":497},"来源",[178,499,500,508,515],{},[40,501,502,503],{},"AI41 — Ellipsis 工具介绍（含 67K+ 仓库 \u002F $20 flat \u002F SOC 2）",[473,504,505],{"href":505,"rel":506},"https:\u002F\u002Fai41.org\u002Ftool\u002Fellipsis",[507],"nofollow",[40,509,510,511],{},"Costbench — Ellipsis Pricing 2026 ",[473,512,513],{"href":513,"rel":514},"https:\u002F\u002Fcostbench.com\u002Fsoftware\u002Fai-code-review\u002Fellipsis",[507],[40,516,517,518],{},"AIChief — Ellipsis Review 2026（\"unlimited usage, free for public GitHub repos\"）",[473,519,520],{"href":520,"rel":521},"https:\u002F\u002Faichief.com\u002Fai-code-assistant\u002Fellipsis\u002F",[507],{"title":523,"searchDepth":524,"depth":524,"links":525},"",3,[526,528,529,530,531,532,533,534,535,536],{"id":24,"depth":527,"text":25},2,{"id":35,"depth":527,"text":35},{"id":91,"depth":527,"text":91},{"id":120,"depth":527,"text":121},{"id":176,"depth":527,"text":176},{"id":211,"depth":527,"text":211},{"id":384,"depth":527,"text":384},{"id":434,"depth":527,"text":435},{"id":467,"depth":527,"text":467},{"id":497,"depth":527,"text":497},"review","\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。",false,"md",[543,546,549,552],{"q":544,"a":545},"$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":547,"a":548},"@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":550,"a":551},"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":553,"a":554},"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。",[556],"en",{},true,"\u002Ftools\u002Fcoding\u002Freview\u002Fellipsis","coding",[562,563],"github","vscode",[565,569],{"plan":98,"price":566,"features":567,"notes":568},"$0","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":104,"price":570,"features":571,"notes":572},"$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","2026-06-19",[576],"onboarding\u002Fpr-review-automation",[578],"ai-code-review-comparison",{"power":580,"ux":580,"price":581,"cn_support":527,"stability":580},4,5,{"title":12,"description":539},"coding\u002Freview\u002Fellipsis",[585,588,590],{"name":586,"url":505,"accessed":587},"AI41 — Ellipsis 介绍","2026-06-24",{"name":589,"url":513,"accessed":587},"Costbench — Ellipsis Pricing 2026",{"name":591,"url":520,"accessed":587},"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",[595,596,562,597,598,599],"code-review","pr","agent","soc2","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","QxpH0PFu20VazCbzX3xuxW0c4js2pfsk5dfAZb5i05A",{"id":604,"title":605,"alternatives":606,"api_compatible":9,"body":607,"category":537,"chinese_friendly":524,"cover":1079,"description":1080,"domestic":540,"extension":541,"faq":1081,"free":540,"github":9,"languages":1093,"lastVerified":9,"meta":1094,"models":9,"navigation":558,"notSuitable":9,"opensource":558,"path":493,"pillar":560,"platforms":1095,"priceTable":1100,"pricing":1114,"published":574,"relatedPlaybooks":1115,"relatedReviews":1117,"score":1118,"self_host":558,"seo":1119,"seoTitle":9,"slug":16,"sources":1120,"stem":1129,"suitable":9,"tagline":1130,"tags":1131,"updated":587,"verdict":1138,"website":1139,"__hash__":1140},"tools\u002Ftools\u002Fcoding\u002Freview\u002Fqodo.md","Qodo",[14,583,15,17],{"type":19,"value":608,"toc":1067},[609,611,614,617,619,681,683,715,720,724,728,752,756,773,775,801,803,932,934,984,986,1012,1014,1035,1037],[22,610,25],{"id":24},[27,612,613],{},"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。",[27,615,616],{},"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）。",[22,618,35],{"id":35},[37,620,621,627,633,639,645,651,657,663,669,675],{},[40,622,623,626],{},[43,624,625],{},"Qodo Merge","：agentic PR 评审，GitHub\u002FGitLab\u002FBitbucket，line-by-line + 跨文件 + 概要",[40,628,629,632],{},[43,630,631],{},"Qodo Cover","：autonomous regression-testing agent，生成 + 验证测试",[40,634,635,638],{},[43,636,637],{},"Qodo Gen","：VS Code \u002F JetBrains IDE 插件，代码 + 测试 + chat",[40,640,641,644],{},[43,642,643],{},"CLI","：terminal agentic 质量工作流",[40,646,647,650],{},[43,648,649],{},"Living Rules System","：从 codebase + PR 历史自学习规则、可编辑、跨仓 enforce",[40,652,653,656],{},[43,654,655],{},"Multi-repo Context Engine","：跨仓推理大代码库",[40,658,659,662],{},[43,660,661],{},"Model-flexible","：Claude \u002F OpenAI \u002F 其他；Enterprise BYOK",[40,664,665,668],{},[43,666,667],{},"Open Source 底座","：PR-Agent（widely adopted OSS PR 评审引擎）",[40,670,671,674],{},[43,672,673],{},"Governance","：仪表盘 \u002F 分析 \u002F SSO \u002F SAML \u002F 审计日志（Enterprise）",[40,676,677,680],{},[43,678,679],{},"部署","：cloud SaaS \u002F 单租户 \u002F on-prem（Enterprise）",[22,682,91],{"id":91},[37,684,685,691,697,703,709],{},[40,686,687,690],{},[43,688,689],{},"Developer (Free)","：30 PR 评审\u002F月（组织池）+ 250 IDE\u002FCLI credits\u002F月 + 社区支持",[40,692,693,696],{},[43,694,695],{},"Teams","：$30\u002Fseat\u002F月（年）≈ $38\u002Fseat\u002F月（月付），更高 credits + agentic PR + Living Rules + 仪表盘",[40,698,699,702],{},[43,700,701],{},"Enterprise","：定制；SSO\u002FSAML + 审计 + BYOK + 跨仓上下文 + on-prem + SLA",[40,704,705,708],{},[43,706,707],{},"14 天免费试用","：解锁 unlimited，无信用卡",[40,710,711,714],{},[43,712,713],{},"Qodo for Open Source","：合格 OSS 项目免费",[113,716,717],{},[27,718,719],{},"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。",[22,721,723],{"id":722},"实测15-人-saas-python-tslow-test-coverage","实测（15 人 SaaS \u002F Python + TS、low test coverage）",[27,725,726],{},[43,727,126],{},[37,729,730,733,736,743,746,749],{},[40,731,732],{},"Qodo Cover 自动给老代码补单测：3 周补了 1200+ tests，coverage 从 38% 升到 71%",[40,734,735],{},"Qodo Merge 评审质量稳定，agentic 模式跨文件推理 OK",[40,737,738,739,742],{},"Qodo Gen IDE 插件 ",[139,740,741],{},"\u002Ftest"," 命令直接生成函数级单测 + 边界用例",[40,744,745],{},"Living Rules 自学习有效，团队架构约定固化后跨仓评审一致",[40,747,748],{},"多模型 + BYOK（Enterprise）合规友好",[40,750,751],{},"开源 PR-Agent 给小项目 \u002F 试水零成本路径",[27,753,754],{},[43,755,153],{},[37,757,758,761,764,767,770],{},[40,759,760],{},"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",[40,762,763],{},"Credits 按模型消耗不同，token-heavy 模型烧得快",[40,765,766],{},"免费 PR 配额从 75 降到 30（组织池），团队 share 紧",[40,768,769],{},"Teams $30 比 CodeRabbit Pro $24 贵 25%",[40,771,772],{},"中文场景体验一般",[22,774,176],{"id":176},[178,776,777,780,783,786,792,795,798],{},[40,778,779],{},"qodo.ai → 选 Developer Free → GitHub \u002F GitLab \u002F Bitbucket App 接入",[40,781,782],{},"装 VS Code 或 JetBrains 插件（Qodo Gen）",[40,784,785],{},"在 PR 上看 Qodo Merge 评论",[40,787,788,789,791],{},"在 IDE 选函数 → ",[139,790,741],{}," 生成单测",[40,793,794],{},"启 Qodo Cover：选目标模块 \u002F coverage 目标 → 跑 agent",[40,796,797],{},"配 Living Rules：从仓库 PR 历史自动学，或手动添加",[40,799,800],{},"进阶：BYOK \u002F on-prem 走 Enterprise",[22,802,211],{"id":211},[213,804,805,819],{},[216,806,807],{},[219,808,809,811,813,815,817],{},[222,810,224],{},[222,812,605],{},[222,814,229],{},[222,816,235],{},[222,818,12],{},[237,820,821,835,849,863,876,891,904,918],{},[219,822,823,826,829,831,833],{},[242,824,825],{},"PR 评审",[242,827,828],{},"✅ Qodo Merge",[242,830,297],{},[242,832,297],{},[242,834,297],{},[219,836,837,840,843,845,847],{},[242,838,839],{},"自动测试生成",[242,841,842],{},"✅ Qodo Cover 独家",[242,844,286],{},[242,846,286],{},[242,848,286],{},[219,850,851,854,857,859,861],{},[242,852,853],{},"IDE",[242,855,856],{},"✅ Qodo Gen",[242,858,297],{},[242,860,286],{},[242,862,286],{},[219,864,865,867,869,872,874],{},[242,866,643],{},[242,868,297],{},[242,870,871],{},"✅ + agent",[242,873,286],{},[242,875,286],{},[219,877,878,881,884,887,889],{},[242,879,880],{},"起价",[242,882,883],{},"Teams $30",[242,885,886],{},"Pro $24",[242,888,256],{},[242,890,247],{},[219,892,893,895,898,900,902],{},[242,894,278],{},[242,896,897],{},"OSS 计划",[242,899,281],{},[242,901,289],{},[242,903,281],{},[219,905,906,909,912,914,916],{},[242,907,908],{},"自托管 \u002F BYOK",[242,910,911],{},"✅ Enterprise",[242,913,701],{},[242,915,701],{},[242,917,350],{},[219,919,920,923,926,928,930],{},[242,921,922],{},"开源底座",[242,924,925],{},"✅ PR-Agent",[242,927,286],{},[242,929,286],{},[242,931,286],{},[22,933,384],{"id":384},[37,935,936,942,948,954,960,966,972,978],{},[40,937,938,941],{},[43,939,940],{},"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",[40,943,944,947],{},[43,945,946],{},"Credit 消耗与模型相关","：选大模型时设预算告警",[40,949,950,953],{},[43,951,952],{},"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",[40,955,956,959],{},[43,957,958],{},"Living Rules 别一次性导太多","：渐进引入，避免噪声",[40,961,962,965],{},[43,963,964],{},"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",[40,967,968,971],{},[43,969,970],{},"BYOK 仅 Enterprise","：合规预算要先确认",[40,973,974,977],{},[43,975,976],{},"Qodo Gen IDE 占 IDE credits","：高频用要观察额度，必要时上 Teams",[40,979,980,983],{},[43,981,982],{},"开源 PR-Agent 仍维护","：极低预算 \u002F 完全自托管走 PR-Agent",[22,985,435],{"id":434},[37,987,988,991,994,997,1000,1003,1006,1009],{},[40,989,990],{},"✅ test coverage 低 \u002F 需要 AI 补单测的团队",[40,992,993],{},"✅ PR 评审 + 测试生成一体化需求",[40,995,996],{},"✅ Enterprise BYOK \u002F on-prem \u002F 强治理",[40,998,999],{},"✅ 多 IDE + 多 Git 平台覆盖",[40,1001,1002],{},"✅ 合格 OSS 项目（Qodo for Open Source 免费）",[40,1004,1005],{},"❌ 纯 PR 评审 + 预算紧（CodeRabbit \u002F Ellipsis）",[40,1007,1008],{},"❌ 个人开发者重度（组织池配额吃紧）",[40,1010,1011],{},"❌ MCP \u002F Jira 深度集成（CodeRabbit \u002F Bito）",[22,1013,467],{"id":467},[37,1015,1016,1020,1025,1029],{},[40,1017,1018],{},[473,1019,476],{"href":475},[40,1021,1022],{},[473,1023,1024],{"href":559},"Ellipsis 评测",[40,1026,1027],{},[473,1028,488],{"href":487},[40,1030,1031],{},[473,1032,1034],{"href":1033},"\u002Fplaybook\u002Fonboarding\u002Fai-unit-test-coverage","AI 单测覆盖率攻坚 Playbook",[22,1036,497],{"id":497},[178,1038,1039,1046,1053,1060],{},[40,1040,1041,1042],{},"Qodo 官网 — 产品三件套介绍 ",[473,1043,1044],{"href":1044,"rel":1045},"https:\u002F\u002Fwww.qodo.ai\u002F",[507],[40,1047,1048,1049],{},"Toolchase — Qodo Review 2026（含 Developer 30 PR \u002F Teams $30 \u002F Enterprise 细节）",[473,1050,1051],{"href":1051,"rel":1052},"https:\u002F\u002Ftoolchase.com\u002Ftool\u002Fqodo",[507],[40,1054,1055,1056],{},"Pickuma — Qodo Review 2026（Qodo Merge + PR-Agent 开源） ",[473,1057,1058],{"href":1058,"rel":1059},"https:\u002F\u002Fpickuma.com\u002Ffor-dev\u002Fqodo-review-ai-test-generation-pr-review-2026",[507],[40,1061,1062,1063],{},"DEV.to — Qodo AI Review 2026 ",[473,1064,1065],{"href":1065,"rel":1066},"https:\u002F\u002Fdev.to\u002Frahulxsingh\u002Fqodo-ai-review-2026-is-it-the-best-ai-testing-tool-31hj",[507],{"title":523,"searchDepth":524,"depth":524,"links":1068},[1069,1070,1071,1072,1073,1074,1075,1076,1077,1078],{"id":24,"depth":527,"text":25},{"id":35,"depth":527,"text":35},{"id":91,"depth":527,"text":91},{"id":722,"depth":527,"text":723},{"id":176,"depth":527,"text":176},{"id":211,"depth":527,"text":211},{"id":384,"depth":527,"text":384},{"id":434,"depth":527,"text":435},{"id":467,"depth":527,"text":467},{"id":497,"depth":527,"text":497},"\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。",[1082,1085,1088,1090],{"q":1083,"a":1084},"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":1086,"a":1087},"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":550,"a":1089},"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":1091,"a":1092},"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。",[556],{},[563,1096,1097,562,1098,1099],"jetbrains","cli","gitlab","bitbucket",[1101,1106,1110],{"plan":1102,"price":1103,"features":1104,"notes":1105},"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":695,"price":1107,"features":1108,"notes":1109},"$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":701,"price":1111,"features":1112,"notes":1113},"Custom","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",[576,1116],"onboarding\u002Fai-unit-test-coverage",[578],{"power":581,"ux":580,"price":524,"cn_support":524,"stability":581},{"title":605,"description":1080},[1121,1123,1125,1127],{"name":1122,"url":1051,"accessed":587},"Toolchase — Qodo Review 2026",{"name":1124,"url":1058,"accessed":587},"Pickuma — Qodo Review 2026",{"name":1126,"url":1044,"accessed":587},"Qodo 官网（产品介绍）",{"name":1128,"url":1065,"accessed":587},"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",[595,596,1132,1133,1134,1135,1136,1137],"test-generation","codium","byok","mcp","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","AokpMBrZEmele_aE3tCiJ0nVSmN2BDLyPZ7BNv3wBxs",1784565442559]