[{"data":1,"prerenderedAt":1125},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"compare-ellipsis-vs-greptile":9,"compare-a-ellipsis":10,"compare-b-greptile":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 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",[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":235,"alternatives":605,"api_compatible":9,"body":606,"category":537,"chinese_friendly":527,"cover":1075,"description":1076,"domestic":540,"extension":541,"faq":1077,"free":540,"github":9,"languages":1088,"lastVerified":9,"meta":1089,"models":9,"navigation":558,"notSuitable":9,"opensource":540,"path":487,"pillar":560,"platforms":1090,"priceTable":1092,"pricing":1104,"published":574,"relatedPlaybooks":1105,"relatedReviews":1106,"score":1107,"self_host":558,"seo":1108,"seoTitle":9,"slug":15,"sources":1109,"stem":1116,"suitable":9,"tagline":1117,"tags":1118,"updated":587,"verdict":1122,"website":1123,"__hash__":1124},"tools\u002Ftools\u002Fcoding\u002Freview\u002Fgreptile.md",[14,583,16,17],{"type":19,"value":607,"toc":1063},[608,610,613,616,618,693,695,715,720,724,728,748,752,772,774,804,806,934,936,986,988,1017,1019,1038,1040],[22,609,25],{"id":24},[27,611,612],{},"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。",[27,614,615],{},"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）。",[22,617,35],{"id":35},[37,619,620,626,632,638,644,650,660,670,676,682,687],{},[40,621,622,625],{},[43,623,624],{},"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",[40,627,628,631],{},[43,629,630],{},"Context-Aware Inline Comments","：跨文件 bug \u002F 安全 \u002F 反模式标注，并解释 ripple effect",[40,633,634,637],{},[43,635,636],{},"Custom Coding Standards","：英文写规则 \u002F 链接已有文档，跨仓库强制执行",[40,639,640,643],{},[43,641,642],{},"Continuous Learning","：读 reviewer 评论 + 👍\u002F👎 反应，团队风格越用越准",[40,645,646,649],{},[43,647,648],{},"PR Summaries + 时序图","：file-by-file 拆解 + 置信度评分 + Mermaid sequence diagram",[40,651,652,655,656,659],{},[43,653,654],{},"Conversation","：在 PR 评论里 ",[139,657,658],{},"@greptileai \u003C问题>"," 跟进",[40,661,662,665,666,669],{},[43,663,664],{},"Pattern Repos","：",[139,667,668],{},"greptile.json"," 配 patternsRepo（如 backend 仓引用 frontend 仓上下文）",[40,671,672,675],{},[43,673,674],{},"30+ 语言","：Python\u002FJS\u002FTS\u002FGo\u002FRust\u002FJava\u002FC++ 等",[40,677,678,681],{},[43,679,680],{},"API","：HTTP\u002FJSON-RPC 模式，100 req\u002Fh\u002FIP",[40,683,684],{},[43,685,686],{},"SOC 2 Type II + HIPAA + 自托管 air-gapped",[40,688,689,692],{},[43,690,691],{},"多模型","：含 NVIDIA Nemotron 3 Ultra 等",[22,694,91],{"id":91},[37,696,697,703,709],{},[40,698,699,702],{},[43,700,701],{},"Free","：基础评审 + 限额",[40,704,705,708],{},[43,706,707],{},"Pro","：base + usage（2026-03-05 起），按仓库数 + PR 量 + 用量计费，联系销售",[40,710,711,714],{},[43,712,713],{},"Enterprise","：自定义；自托管 \u002F air-gapped + SSO + HIPAA + 多 org",[113,716,717],{},[27,718,719],{},"旧 $30\u002Fseat 订阅档已迁移；新模型对大代码库友好但报价需 quote。",[22,721,723],{"id":722},"实测nextjs-go-后端-monorepo-series-b-团队","实测（Next.js + Go 后端 monorepo \u002F Series B 团队）",[27,725,726],{},[43,727,126],{},[37,729,730,733,736,739,742,745],{},[40,731,732],{},"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",[40,734,735],{},"PR 时序图（Mermaid）对 reviewer 友好，5 秒看懂改动主轴",[40,737,738],{},"自定义 standards 用英文写直接，几条规则覆盖 80% 团队风格",[40,740,741],{},"反馈学习有效，2 周后噪声明显降",[40,743,744],{},"patternsRepo 让 backend 评审能引用 frontend 仓，避免 API 契约脱节",[40,746,747],{},"HIPAA 自托管对医疗团队几乎是唯一可选",[27,749,750],{},[43,751,153],{},[37,753,754,757,760,763,766,769],{},[40,755,756],{},"不支持 Bitbucket \u002F Azure DevOps",[40,758,759],{},"没有 IDE \u002F CLI（GitHub\u002FGitLab 网页和 PR 内）",[40,761,762],{},"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",[40,764,765],{},"中文场景体验有限",[40,767,768],{},"没有 40+ linter 集成（不像 CodeRabbit）",[40,770,771],{},"大代码库首次 indexing 耗时长（>50 万 LOC 可能数小时）",[22,773,176],{"id":176},[178,775,776,779,782,785,792,798,801],{},[40,777,778],{},"greptile.com → Install on GitHub\u002FGitLab → 选仓库",[40,780,781],{},"等首次 indexing（看仓库大小，几分钟至几小时）",[40,783,784],{},"开 PR 试评 → 看跨文件评论 + 时序图",[40,786,787,788,791],{},"在 PR 评论里 ",[139,789,790],{},"@greptileai \u003Cfollow-up>"," 跟进对话",[40,793,794,795,797],{},"配 ",[139,796,668],{},"：自定义 standards + patternsRepo",[40,799,800],{},"给 👍\u002F👎 训风格",[40,802,803],{},"大型项目：考虑 Enterprise 自托管 + 多仓 indexing",[22,805,211],{"id":211},[213,807,808,823],{},[216,809,810],{},[219,811,812,814,816,818,820],{},[222,813,224],{},[222,815,235],{},[222,817,229],{},[222,819,12],{},[222,821,822],{},"Qodo",[237,824,825,841,855,867,879,892,905,919],{},[219,826,827,830,833,836,838],{},[242,828,829],{},"Codegraph \u002F 跨文件",[242,831,832],{},"✅ 一等",[242,834,835],{},"✅ Codegraph",[242,837,358],{},[242,839,840],{},"Context Engine",[219,842,843,846,849,851,853],{},[242,844,845],{},"大代码库 \u002F monorepo",[242,847,848],{},"✅ 最强",[242,850,297],{},[242,852,341],{},[242,854,297],{},[219,856,857,859,861,863,865],{},[242,858,325],{},[242,860,286],{},[242,862,297],{},[242,864,286],{},[242,866,297],{},[219,868,869,871,873,875,877],{},[242,870,338],{},[242,872,350],{},[242,874,344],{},[242,876,341],{},[242,878,341],{},[219,880,881,883,885,888,890],{},[242,882,308],{},[242,884,320],{},[242,886,887],{},"+ Bitbucket\u002FAzure",[242,889,311],{},[242,891,317],{},[219,893,894,897,899,901,903],{},[242,895,896],{},"HIPAA",[242,898,297],{},[242,900,350],{},[242,902,350],{},[242,904,350],{},[219,906,907,910,913,915,917],{},[242,908,909],{},"自托管",[242,911,912],{},"Enterprise air-gapped",[242,914,713],{},[242,916,350],{},[242,918,713],{},[219,920,921,924,926,929,931],{},[242,922,923],{},"定价",[242,925,256],{},[242,927,928],{},"$24\u002F$30 + CLI add-on",[242,930,247],{},[242,932,933],{},"$30\u002Fseat",[22,935,384],{"id":384},[37,937,938,944,950,956,962,968,974,980],{},[40,939,940,943],{},[43,941,942],{},"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",[40,945,946,949],{},[43,947,948],{},"首次 indexing 别在交付前夜跑","：大 monorepo 几小时起步，提前一天接",[40,951,952,955],{},[43,953,954],{},"patternsRepo 别拉无关仓","：拉得多 → 噪声增、token 消耗增",[40,957,958,961],{},[43,959,960],{},"自定义 standards 用英文","：中文规则识别准确度低于英文",[40,963,964,967],{},[43,965,966],{},"HIPAA \u002F 强合规走 Enterprise","：自托管 + air-gapped 才完整覆盖",[40,969,970,973],{},[43,971,972],{},"没 IDE = 没本地评审","：commit 前评审走 CodeRabbit",[40,975,976,979],{},[43,977,978],{},"API 限流","：100 req\u002Fh\u002FIP，CI 集成要 token bucket",[40,981,982,985],{},[43,983,984],{},"多模型路由不透明","：要可重复结果在 Enterprise 谈固定模型",[22,987,435],{"id":434},[37,989,990,993,996,999,1002,1005,1008,1011,1014],{},[40,991,992],{},"✅ 大型 monorepo \u002F 跨仓推理",[40,994,995],{},"✅ 遗留代码 \u002F 复杂依赖",[40,997,998],{},"✅ HIPAA \u002F 医疗 \u002F 金融强合规",[40,1000,1001],{},"✅ Next.js \u002F Node.js 中后期初创",[40,1003,1004],{},"✅ 自托管 \u002F air-gapped 要求",[40,1006,1007],{},"❌ 小项目 \u002F 个人开发者（用 Ellipsis）",[40,1009,1010],{},"❌ IDE \u002F CLI 多入口需求（用 CodeRabbit）",[40,1012,1013],{},"❌ Bitbucket \u002F Azure DevOps",[40,1015,1016],{},"❌ 中文母语团队",[22,1018,467],{"id":467},[37,1020,1021,1025,1030,1034],{},[40,1022,1023],{},[473,1024,476],{"href":475},[40,1026,1027],{},[473,1028,1029],{"href":559},"Ellipsis 评测",[40,1031,1032],{},[473,1033,494],{"href":493},[40,1035,1036],{},[473,1037,482],{"href":481},[22,1039,497],{"id":497},[178,1041,1042,1049,1056],{},[40,1043,1044,1045],{},"Stork.AI — Greptile Review 2026（含 Agent v4 \u002F Nemotron 3 Ultra \u002F HIPAA）",[473,1046,1047],{"href":1047,"rel":1048},"https:\u002F\u002Fwww.stork.ai\u002Fen\u002Fgreptile",[507],[40,1050,1051,1052],{},"Stackviv — Greptile Review 2026 ",[473,1053,1054],{"href":1054,"rel":1055},"https:\u002F\u002Fstackviv.ai\u002Fai-tools\u002Fgreptile",[507],[40,1057,1058,1059],{},"Greptile 官方文档 — Key Features（Codebase Context \u002F Pattern Repos \u002F RL 反馈）",[473,1060,1061],{"href":1061,"rel":1062},"https:\u002F\u002Fwww.greptile.com\u002Fdocs\u002Fcode-review-bot\u002Fkey-features",[507],{"title":523,"searchDepth":524,"depth":524,"links":1064},[1065,1066,1067,1068,1069,1070,1071,1072,1073,1074],{"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\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。",[1078,1081,1084,1086],{"q":1079,"a":1080},"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":1082,"a":1083},"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":550,"a":1085},"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":553,"a":1087},"纯英文产品，仅 GitHub + GitLab。中文母语团队体验有限。",[556],{},[562,1091],"gitlab",[1093,1096,1100],{"plan":701,"price":566,"features":1094,"notes":1095},"基础 AI PR 评审 + 限额","试水 \u002F 小项目",{"plan":707,"price":1097,"features":1098,"notes":1099},"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":713,"price":1101,"features":1102,"notes":1103},"Custom","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",[576],[578],{"power":581,"ux":580,"price":524,"cn_support":527,"stability":580},{"title":235,"description":1076},[1110,1112,1114],{"name":1111,"url":1047,"accessed":587},"Stork.AI — Greptile Review 2026",{"name":1113,"url":1054,"accessed":587},"Stackviv — Greptile Review 2026",{"name":1115,"url":1061,"accessed":587},"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",[595,596,1119,1120,598,1121],"codegraph","hipaa","mcp","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","eetPgRE5hE2TcYCN5gg89X9Y9aRqWKnLRS2z-Mt9B_0",1784565442532]