[{"data":1,"prerenderedAt":3095},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"tool-tools\u002Fcoding\u002Freview\u002Fqodo":9,"tool-stats-coding\u002Freview\u002Fqodo":627,"cat-rank-coding-review":630,"tool-related-coding\u002Freview\u002Fqodo":3094},{"tools":4,"reviews":5},65,7,{"tools":4,"reviews":5,"playbooks":7,"news":8},10,8,{"id":10,"title":11,"alternatives":12,"api_compatible":25,"body":26,"category":545,"chinese_friendly":532,"cover":546,"description":547,"domestic":548,"extension":549,"faq":550,"free":548,"github":25,"languages":563,"meta":565,"models":25,"navigation":566,"notSuitable":25,"opensource":566,"path":567,"pillar":568,"platforms":569,"priceTable":576,"pricing":590,"published":591,"relatedPlaybooks":592,"relatedReviews":25,"score":598,"self_host":566,"seo":601,"slug":602,"sources":603,"stem":613,"suitable":25,"tagline":614,"tags":615,"updated":606,"verdict":624,"website":625,"__hash__":626},"tools\u002Ftools\u002Fcoding\u002Freview\u002Fqodo.md","Qodo",[13,16,19,22],{"name":14,"url":15},"coderabbit","\u002Ftools\u002Fcoding\u002Freview\u002Fcoderabbit",{"name":17,"url":18},"ellipsis","\u002Ftools\u002Fcoding\u002Freview\u002Fellipsis",{"name":20,"url":21},"greptile","\u002Ftools\u002Fcoding\u002Freview\u002Fgreptile",{"name":23,"url":24},"bito","\u002Ftools\u002Fcoding\u002Freview\u002Fbito",null,{"type":27,"value":28,"toc":530},"minimark",[29,34,38,41,44,109,112,144,150,154,159,184,189,206,209,236,239,386,389,439,443,469,472,496,499],[30,31,33],"h2",{"id":32},"tldr","TL;DR",[35,36,37],"p",{},"Qodo（前 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质量工作流",[48,74,75,78],{},[51,76,77],{},"Living Rules System","：从 codebase + PR 历史自学习规则、可编辑、跨仓 enforce",[48,80,81,84],{},[51,82,83],{},"Multi-repo Context Engine","：跨仓推理大代码库",[48,86,87,90],{},[51,88,89],{},"Model-flexible","：Claude \u002F OpenAI \u002F 其他；Enterprise BYOK",[48,92,93,96],{},[51,94,95],{},"Open Source 底座","：PR-Agent（widely adopted OSS PR 评审引擎）",[48,98,99,102],{},[51,100,101],{},"Governance","：仪表盘 \u002F 分析 \u002F SSO \u002F SAML \u002F 审计日志（Enterprise）",[48,104,105,108],{},[51,106,107],{},"部署","：cloud SaaS \u002F 单租户 \u002F on-prem（Enterprise）",[30,110,111],{"id":111},"价格",[45,113,114,120,126,132,138],{},[48,115,116,119],{},[51,117,118],{},"Developer (Free)","：30 PR 评审\u002F月（组织池）+ 250 IDE\u002FCLI credits\u002F月 + 社区支持",[48,121,122,125],{},[51,123,124],{},"Teams","：$30\u002Fseat\u002F月（年）≈ $38\u002Fseat\u002F月（月付），更高 credits + agentic PR + Living Rules + 仪表盘",[48,127,128,131],{},[51,129,130],{},"Enterprise","：定制；SSO\u002FSAML + 审计 + BYOK + 跨仓上下文 + on-prem + SLA",[48,133,134,137],{},[51,135,136],{},"14 天免费试用","：解锁 unlimited，无信用卡",[48,139,140,143],{},[51,141,142],{},"Qodo for Open Source","：合格 OSS 项目免费",[145,146,147],"blockquote",{},[35,148,149],{},"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。",[30,151,153],{"id":152},"实测15-人-saas-python-tslow-test-coverage","实测（15 人 SaaS \u002F Python + TS、low test coverage）",[35,155,156],{},[51,157,158],{},"亮点：",[45,160,161,164,167,175,178,181],{},[48,162,163],{},"Qodo Cover 自动给老代码补单测：3 周补了 1200+ tests，coverage 从 38% 升到 71%",[48,165,166],{},"Qodo Merge 评审质量稳定，agentic 模式跨文件推理 OK",[48,168,169,170,174],{},"Qodo Gen IDE 插件 ",[171,172,173],"code",{},"\u002Ftest"," 命令直接生成函数级单测 + 边界用例",[48,176,177],{},"Living Rules 自学习有效，团队架构约定固化后跨仓评审一致",[48,179,180],{},"多模型 + BYOK（Enterprise）合规友好",[48,182,183],{},"开源 PR-Agent 给小项目 \u002F 试水零成本路径",[35,185,186],{},[51,187,188],{},"踩坑：",[45,190,191,194,197,200,203],{},[48,192,193],{},"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",[48,195,196],{},"Credits 按模型消耗不同，token-heavy 模型烧得快",[48,198,199],{},"免费 PR 配额从 75 降到 30（组织池），团队 share 紧",[48,201,202],{},"Teams $30 比 CodeRabbit Pro $24 贵 25%",[48,204,205],{},"中文场景体验一般",[30,207,208],{"id":208},"上手",[210,211,212,215,218,221,227,230,233],"ol",{},[48,213,214],{},"qodo.ai → 选 Developer Free → GitHub \u002F GitLab \u002F Bitbucket App 接入",[48,216,217],{},"装 VS Code 或 JetBrains 插件（Qodo Gen）",[48,219,220],{},"在 PR 上看 Qodo Merge 评论",[48,222,223,224,226],{},"在 IDE 选函数 → ",[171,225,173],{}," 生成单测",[48,228,229],{},"启 Qodo Cover：选目标模块 \u002F coverage 目标 → 跑 agent",[48,231,232],{},"配 Living Rules：从仓库 PR 历史自动学，或手动添加",[48,234,235],{},"进阶：BYOK \u002F on-prem 走 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评测",[48,491,492],{},[477,493,495],{"href":494},"\u002Fplaybook\u002Fonboarding\u002Fai-unit-test-coverage","AI 单测覆盖率攻坚 Playbook",[30,497,498],{"id":498},"来源",[210,500,501,509,516,523],{},[48,502,503,504],{},"Qodo 官网 — 产品三件套介绍 ",[477,505,506],{"href":506,"rel":507},"https:\u002F\u002Fwww.qodo.ai\u002F",[508],"nofollow",[48,510,511,512],{},"Toolchase — Qodo Review 2026（含 Developer 30 PR \u002F Teams $30 \u002F Enterprise 细节）",[477,513,514],{"href":514,"rel":515},"https:\u002F\u002Ftoolchase.com\u002Ftool\u002Fqodo",[508],[48,517,518,519],{},"Pickuma — Qodo Review 2026（Qodo Merge + PR-Agent 开源） ",[477,520,521],{"href":521,"rel":522},"https:\u002F\u002Fpickuma.com\u002Ffor-dev\u002Fqodo-review-ai-test-generation-pr-review-2026",[508],[48,524,525,526],{},"DEV.to — Qodo AI Review 2026 ",[477,527,528],{"href":528,"rel":529},"https:\u002F\u002Fdev.to\u002Frahulxsingh\u002Fqodo-ai-review-2026-is-it-the-best-ai-testing-tool-31hj",[508],{"title":531,"searchDepth":532,"depth":532,"links":533},"",3,[534,536,537,538,539,540,541,542,543,544],{"id":32,"depth":535,"text":33},2,{"id":43,"depth":535,"text":43},{"id":111,"depth":535,"text":111},{"id":152,"depth":535,"text":153},{"id":208,"depth":535,"text":208},{"id":238,"depth":535,"text":238},{"id":388,"depth":535,"text":388},{"id":441,"depth":535,"text":442},{"id":471,"depth":535,"text":471},{"id":498,"depth":535,"text":498},"review","\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。",false,"md",[551,554,557,560],{"q":552,"a":553},"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":555,"a":556},"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":558,"a":559},"和 CodeRabbit 怎么选？","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":561,"a":562},"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。",[564],"en",{},true,"\u002Ftools\u002Fcoding\u002Freview\u002Fqodo","coding",[570,571,572,573,574,575],"vscode","jetbrains","cli","github","gitlab","bitbucket",[577,582,586],{"plan":578,"price":579,"features":580,"notes":581},"Developer","$0 永久免费","30 PR 评审\u002F月（组织池）+ 250 IDE\u002FCLI credits\u002F月 + IDE 插件 + 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CodeRabbit\u002FEllipsis。","https:\u002F\u002Fqodo.ai","3o_gHaDMud-4sVeFU8ARp33MFfg6_2615fYBq_UIOks",{"ok":566,"slug":628,"viewCount":629,"clickCount":629,"avgRating":629,"ratingCount":629},"coding%2Freview%2Fqodo",0,[631,1118,1677,2186,2699],{"id":632,"title":633,"alternatives":634,"api_compatible":25,"body":640,"category":545,"chinese_friendly":532,"cover":1057,"description":1058,"domestic":548,"extension":549,"faq":1059,"free":548,"github":25,"languages":1072,"meta":1074,"models":25,"navigation":566,"notSuitable":25,"opensource":548,"path":24,"pillar":568,"platforms":1075,"priceTable":1078,"pricing":1094,"published":591,"relatedPlaybooks":1095,"relatedReviews":25,"score":1100,"self_host":566,"seo":1101,"slug":1102,"sources":1103,"stem":1108,"suitable":25,"tagline":1109,"tags":1110,"updated":606,"verdict":1115,"website":1116,"__hash__":1117},"tools\u002Ftools\u002Fcoding\u002Freview\u002Fbito.md","Bito AI",[635,636,637,638],{"name":14,"url":15},{"name":17,"url":18},{"name":20,"url":21},{"name":639,"url":567},"qodo",{"type":27,"value":641,"toc":1045},[642,644,647,650,652,708,710,740,744,748,768,772,789,791,811,813,941,943,981,983,1006,1008,1027,1029],[30,643,33],{"id":32},[35,645,646],{},"Bito 把 AI Code Reviews 和 AI Architect 做成两条产品线：前者是 PR 自动评审（VS Code\u002FJetBrains\u002FCursor\u002FWindsurf 插件 + Git 平台 bot + CLI），按席位计费、Team $12\u002Fseat\u002F月起、含 5K LOC\u002F月；后者是代码库 + Jira\u002FConfluence 知识图谱 + MCP，给 Cursor \u002F Claude Code \u002F Codex 注入架构 + 设计 + 影响评估上下文，usage-based 计费。SOC 2 Type II、不存代码、不训练，可自托管。",[35,648,649],{},"适合：想 PR 评审 + 编码 Agent 架构感知双重需求的中型团队；价格敏感于 CodeRabbit；已有 Jira\u002FConfluence 沉淀想沉到 Agent 里。不适合：开源仓库（CodeRabbit 公共仓库无限免费更优）；要 IDE 实时 review（CodeRabbit IDE review 更成熟）。",[30,651,43],{"id":43},[45,653,654,660,666,672,678,684,690,696,702],{},[48,655,656,659],{},[51,657,658],{},"AI Code Reviews","：PR 评论 + 1-click 修复 + 自定义评审规则 + 自学习 + 评审分析",[48,661,662,665],{},[51,663,664],{},"多 Git 平台","：GitHub \u002F GitLab \u002F Bitbucket + CI\u002FCD pipeline 评审",[48,667,668,671],{},[51,669,670],{},"IDE \u002F CLI 三入口","：VS Code \u002F JetBrains \u002F Cursor \u002F Windsurf 插件 + CLI",[48,673,674,677],{},[51,675,676],{},"AI Architect","：代码库知识图谱 + 技术设计 + 影响评估 + grounded 代码生成",[48,679,680,683],{},[51,681,682],{},"MCP 集成","：Cursor \u002F Claude Code \u002F Codex \u002F Slack \u002F Jira \u002F Linear",[48,685,686,689],{},[51,687,688],{},"Jira + Confluence 索引","：把规格 + 设计文档融入评审 \u002F 生成上下文",[48,691,692,695],{},[51,693,694],{},"可观测数据索引","（Enterprise）：把日志 \u002F metrics 关联进代码上下文",[48,697,698,701],{},[51,699,700],{},"自托管 \u002F On-prem","：Professional 加挂、Enterprise 标配",[48,703,704,707],{},[51,705,706],{},"安全合规","：SOC 2 Type II、不存代码、不训练、SSO\u002FSAML（Enterprise）",[30,709,111],{"id":111},[45,711,712,718,724,729,734],{},[48,713,714,717],{},[51,715,716],{},"Team","：$12\u002Fseat\u002F月（年付）或 $15（月付），5K LOC\u002Fseat\u002F月，超出 $5\u002F1K",[48,719,720,723],{},[51,721,722],{},"Professional","：$20\u002F$25\u002Fseat\u002F月，含自定义规则 + 自学习 + Jira\u002FConfluence + CI\u002FCD + 14 天试用",[48,725,726,728],{},[51,727,130],{},"：定制，含跨仓 impact 分析（用 AI Architect）+ 多 org + SSO\u002FSAML + 专属 CSM",[48,730,731,733],{},[51,732,676],{},"：usage-based（按代码库规模 + 用量），联系销售",[48,735,736,739],{},[51,737,738],{},"席位规则","：只有发起 PR 被 Bito 评审的 Git handle 计费，未参与的开发者不收钱",[30,741,743],{"id":742},"实测10-人后端团队-cursor-claude-code-接-ai-architect","实测（10 人后端团队 + Cursor \u002F Claude Code 接 AI Architect）",[35,745,746],{},[51,747,158],{},[45,749,750,753,756,759,762,765],{},[48,751,752],{},"Team plan 单价 $12 是同类里最低之一，10 人团队年 ~$1440",[48,754,755],{},"PR 评论质量稳定，跨文件依赖分析比 GPT-4 直评准确",[48,757,758],{},"1-click 修复对小问题（命名 \u002F 边界 \u002F 异常处理）覆盖率高",[48,760,761],{},"自定义评审准则用 YAML 写易上手",[48,763,764],{},"AI Architect MCP 接 Cursor 后写代码前能看到「这个函数被 12 处调用、3 处涉及 BillingService」，避免盲改",[48,766,767],{},"Jira\u002FConfluence 索引后评论里会引用关联工单 + 设计文档",[35,769,770],{},[51,771,188],{},[45,773,774,777,780,783,786],{},[48,775,776],{},"5K LOC\u002Fseat 月度配额：大重构 PR 一次性吃光，要么升档要么按 $5\u002F1K 超支",[48,778,779],{},"Professional 自托管要 +$5\u002Fseat 加挂，对小团队不划算",[48,781,782],{},"AI Architect 必须联系销售，无 self-serve（roadmap 中）",[48,784,785],{},"中文 PR 描述偶尔评论会英文回（设默认语言可缓解）",[48,787,788],{},"没有开源免费档（CodeRabbit 公共仓库无限免费）",[30,790,208],{"id":208},[210,792,793,796,799,802,805,808],{},[48,794,795],{},"bito.ai 注册 → 选 14 天 Professional 试用（无信用卡）",[48,797,798],{},"安装 GitHub\u002FGitLab App → 选要评审的仓库",[48,800,801],{},"提一个 PR 试用 → 看 inline 评论 + 1-click 修复",[48,803,804],{},"（可选）装 VS Code\u002FJetBrains 插件 → 本地评审 staged 改动",[48,806,807],{},"配置自定义规则（YAML）+ Jira \u002F Confluence 集成",[48,809,810],{},"进阶：联系销售开 AI Architect → 索引仓库 → MCP 接 Cursor \u002F Claude Code",[30,812,238],{"id":238},[240,814,815,830],{},[243,816,817],{},[246,818,819,821,824,826,828],{},[249,820,251],{},[249,822,823],{},"Bito",[249,825,256],{},[249,827,262],{},[249,829,11],{},[264,831,832,849,865,879,896,912,926],{},[246,833,834,837,840,843,846],{},[269,835,836],{},"起步价",[269,838,839],{},"$12\u002Fseat（年）",[269,841,842],{},"Pro $24\u002Fseat（年）",[269,844,845],{},"$20\u002Fseat",[269,847,848],{},"Teams $30\u002Fseat",[246,850,851,854,856,859,862],{},[269,852,853],{},"开源免费",[269,855,292],{},[269,857,858],{},"✅ 公共仓库无限",[269,860,861],{},"✅ 公共仓库",[269,863,864],{},"OSS 项目计划",[246,866,867,870,872,874,877],{},[269,868,869],{},"IDE 评审",[269,871,277],{},[269,873,277],{},[269,875,876],{},"中",[269,878,277],{},[246,880,881,884,887,890,893],{},[269,882,883],{},"知识图谱 \u002F 跨仓",[269,885,886],{},"✅ AI Architect",[269,888,889],{},"Codegraph",[269,891,892],{},"Codebase 图",[269,894,895],{},"Context Engine",[246,897,898,901,904,907,910],{},[269,899,900],{},"MCP \u002F Agent 集成",[269,902,903],{},"✅ 强",[269,905,906],{},"✅ MCP",[269,908,909],{},"弱",[269,911,277],{},[246,913,914,917,920,922,924],{},[269,915,916],{},"自托管",[269,918,919],{},"+$5\u002Fseat",[269,921,130],{},[269,923,909],{},[269,925,130],{},[246,927,928,931,934,936,939],{},[269,929,930],{},"合规",[269,932,933],{},"SOC 2 Type II",[269,935,933],{},[269,937,938],{},"SOC 2",[269,940,938],{},[30,942,388],{"id":388},[45,944,945,951,957,963,969,975],{},[48,946,947,950],{},[51,948,949],{},"LOC 配额关注 dashboard","：大型 PR \u002F 重构会瞬间烧光，提前规划升档",[48,952,953,956],{},[51,954,955],{},"自定义规则别堆太多","：>30 条规则评论噪声明显，分阶段渐进",[48,958,959,962],{},[51,960,961],{},"开源仓库价值有限","：要免费走 CodeRabbit \u002F Ellipsis 公共仓库无限档",[48,964,965,968],{},[51,966,967],{},"AI Architect 是单独产品","：合同 \u002F 计费 \u002F 部署独立，预算分两笔",[48,970,971,974],{},[51,972,973],{},"自托管要先评估","：Professional 加挂 $5\u002Fseat 在小团队不划算，10 人以下用 cloud",[48,976,977,980],{},[51,978,979],{},"席位计费看 Git handle","：fork \u002F 外包账号别乱接，避免误计费",[30,982,442],{"id":441},[45,984,985,988,991,994,997,1000,1003],{},[48,986,987],{},"✅ 中型团队、PR 评审 + Agent 上下文双需求",[48,989,990],{},"✅ 价格敏感于 CodeRabbit Pro",[48,992,993],{},"✅ 已有 Jira \u002F Confluence 知识沉淀",[48,995,996],{},"✅ Cursor \u002F Claude Code 用户想注入架构上下文",[48,998,999],{},"❌ 开源仓库 \u002F 公共项目（用 CodeRabbit \u002F Ellipsis）",[48,1001,1002],{},"❌ IDE 实时 review 重度（CodeRabbit 更成熟）",[48,1004,1005],{},"❌ 极低预算单人开发者（Ellipsis $20 flat 含 unlimited 更划算）",[30,1007,471],{"id":471},[45,1009,1010,1014,1018,1022],{},[48,1011,1012],{},[477,1013,479],{"href":15},[48,1015,1016],{},[477,1017,484],{"href":18},[48,1019,1020],{},[477,1021,489],{"href":21},[48,1023,1024],{},[477,1025,1026],{"href":567},"Qodo 评测",[30,1028,498],{"id":498},[210,1030,1031,1038],{},[48,1032,1033,1034],{},"Bito 官方定价页 ",[477,1035,1036],{"href":1036,"rel":1037},"https:\u002F\u002Fbito.ai\u002Fpricing\u002F",[508],[48,1039,1040,1041],{},"Stackpick — Bito AI Review 2026 ",[477,1042,1043],{"href":1043,"rel":1044},"https:\u002F\u002Fstackpick.net\u002Ftools\u002Fbito-ai",[508],{"title":531,"searchDepth":532,"depth":532,"links":1046},[1047,1048,1049,1050,1051,1052,1053,1054,1055,1056],{"id":32,"depth":535,"text":33},{"id":43,"depth":535,"text":43},{"id":111,"depth":535,"text":111},{"id":742,"depth":535,"text":743},{"id":208,"depth":535,"text":208},{"id":238,"depth":535,"text":238},{"id":388,"depth":535,"text":388},{"id":441,"depth":535,"text":442},{"id":471,"depth":535,"text":471},{"id":498,"depth":535,"text":498},"\u002Fimg\u002Ftools\u002Fbito.webp","Bito 真实评测：印度团队 Bito Inc. 出品，AI Code Reviews（Team $12\u002F$15 起、5K LOC\u002Fseat\u002F月）+ AI Architect（usage-based）双产品。支持 GitHub\u002FGitLab\u002FBitbucket、VS Code\u002FJetBrains\u002FCursor\u002FWindsurf、Jira\u002FLinear\u002FSlack\u002FMCP。SOC 2 Type II、代码不存储不训练。",[1060,1063,1066,1069],{"q":1061,"a":1062},"Bito 和 CodeRabbit 怎么选？","都是 PR 自动评审 SaaS。Bito 价格更便宜（Team $12 vs CodeRabbit Pro $24\u002Fseat），并且额外有 AI Architect 给编码 Agent 注入跨文件上下文 + Jira\u002FConfluence 知识图谱。CodeRabbit 更成熟、开源仓库无限免费 + IDE\u002FCLI review、生态更广。要 PR 评审 + Agent 架构上下文双重需求 Bito 性价比高；只做 PR 评审走 CodeRabbit。",{"q":1064,"a":1065},"AI Architect 是什么？","Bito 的第二产品：把你的代码库 + Jira\u002FConfluence\u002F可观测数据建成知识图谱，通过 MCP 接 Cursor \u002F Claude Code \u002F Codex，让编码 Agent 在写代码前先看到完整架构 + 历史决策。Usage-based 计费，联系销售定价。",{"q":1067,"a":1068},"5K LOC\u002Fseat\u002F月的限制？","Team \u002F Professional 每席每月含 5K 行评审，超出按 $5\u002F1K 计费。一个 PR 改几百行算几百行，大型重构 PR 会很快吃完额度，需关注 dashboard。",{"q":1070,"a":1071},"代码安全吗？","SOC 2 Type II、端到端加密、不存储代码、不用于训练。可选自托管（Professional +$5\u002Fseat 加挂、Enterprise 标配）。",[564,1073],"zh",{},[570,571,1076,1077,573,574,575,572],"cursor","windsurf",[1079,1083,1087,1090],{"plan":716,"price":1080,"features":1081,"notes":1082},"$12\u002Fseat\u002F月（年付）\u002F $15（月付）","AI 评审 + 1-click 修复 + 评审分析 + 代码库感知 + 5K LOC\u002Fseat\u002F月（超出 $5\u002F1K）","GitHub\u002FGitLab\u002FBitbucket + VS Code\u002FJetBrains\u002FCursor\u002FWindsurf",{"plan":722,"price":1084,"features":1085,"notes":1086},"$20\u002Fseat\u002F月（年）\u002F $25（月）","自定义评审准则 + 自学习 + Jira\u002FConfluence + CI\u002FCD 评审 + 自托管 +$5\u002Fseat 加挂","14 天免费试用、无需信用卡",{"plan":130,"price":587,"features":1088,"notes":1089},"跨仓 impact 分析 + 多 org + SSO\u002FSAML + 专属 CSM + SLA","AI Architect 联合方案",{"plan":676,"price":1091,"features":1092,"notes":1093},"usage-based","代码库知识图谱 + 技术设计 + 影响评估 + MCP 给 Cursor\u002FClaude\u002FCodex \u002F Jira+Linear+Slack","联系商务定价、按代码库规模 + 用量计费","Team $12\u002Fseat\u002F月（年）或 $15（月） \u002F Professional $20\u002F$25 \u002F Enterprise 定制 \u002F AI Architect usage-based",[1096,1097],{"name":594,"url":595},{"name":1098,"url":1099},"Cursor MCP 深度集成","\u002Fplaybook\u002Fonboarding\u002Fcursor-mcp-deep-integration",{"power":600,"ux":600,"price":600,"cn_support":532,"stability":600},{"title":633,"description":1058},"coding\u002Freview\u002Fbito",[1104,1106],{"name":1105,"url":1036,"accessed":606},"Bito 官方定价页",{"name":1107,"url":1043,"accessed":606},"Stackpick — Bito AI Review 2026","tools\u002Fcoding\u002Freview\u002Fbito","AI Code Reviews + AI Architect 双产品——PR 自动审查 + 代码库知识图谱 + 给 Cursor \u002F Claude Code 注入架构上下文",[616,617,1111,621,1112,1113,1114],"architect","jira","security","soc2","做 AI Code Review + 给编码 Agent 注入架构 \u002F Jira 上下文的双产品组合。审 PR 走 Team\u002F$12，给 Cursor \u002F Claude Code 加架构图走 AI Architect（usage-based）；只要纯 PR 评论且开源仓库免费——选 CodeRabbit。","https:\u002F\u002Fbito.ai","upxPEDcXfaaDkea1GgYLOQp_WOx6vtrVcwa6qzCZUbE",{"id":1119,"title":256,"alternatives":1120,"api_compatible":25,"body":1125,"category":545,"chinese_friendly":532,"cover":1619,"description":1620,"domestic":548,"extension":549,"faq":1621,"free":548,"github":25,"languages":1634,"meta":1635,"models":25,"navigation":566,"notSuitable":25,"opensource":548,"path":15,"pillar":568,"platforms":1636,"priceTable":1638,"pricing":1653,"published":591,"relatedPlaybooks":1654,"relatedReviews":25,"score":1657,"self_host":566,"seo":1658,"slug":1659,"sources":1660,"stem":1669,"suitable":25,"tagline":1670,"tags":1671,"updated":606,"verdict":1675,"website":1584,"__hash__":1676},"tools\u002Ftools\u002Fcoding\u002Freview\u002Fcoderabbit.md",[1121,1122,1123,1124],{"name":17,"url":18},{"name":20,"url":21},{"name":639,"url":567},{"name":23,"url":24},{"type":27,"value":1126,"toc":1607},[1127,1129,1132,1135,1137,1213,1215,1240,1244,1248,1274,1278,1295,1297,1331,1333,1483,1485,1529,1531,1554,1556,1575,1577],[30,1128,33],{"id":32},[35,1130,1131],{},"CodeRabbit 是 AI PR 评审 SaaS 的事实标准——CodeRabbit Inc. 出品，融资 $88M、估值 $550M、ARR $15M、8000+ 企业客户。Pro $24\u002Fseat 年付（$30 月付），公共仓库无限免费 + 私有仓库 14 天试用。v3 平台融合多模型（GPT\u002FClaude\u002FGemini）+ Codegraph + 40+ linter + agentic 工作流，提供 PR、IDE、CLI 三入口 + 1-click AI 修复 + MCP 集成 Jira\u002FLinear\u002FConfluence。SOC 2 Type II。",[35,1133,1134],{},"适合：开源维护者（公共仓库无限免费）；企业团队要成熟 AI 评审 + 多模型 + 完整 linter 生态；用 Cursor \u002F Claude Code 但想给 PR 卡一道质量门。不适合：极低预算单人（Ellipsis $20 flat 含无限更优）；要 Agent 注入架构上下文（Bito AI Architect 独家）。",[30,1136,43],{"id":43},[45,1138,1139,1145,1151,1160,1166,1172,1178,1184,1190,1196,1202,1208],{},[48,1140,1141,1144],{},[51,1142,1143],{},"Agentic PR Reviews","：2-click GitHub\u002FGitLab\u002FBitbucket\u002FAzure DevOps App 接入，PR 自动 line-by-line + 概要 + walkthrough + 时序图",[48,1146,1147,1150],{},[51,1148,1149],{},"IDE Reviews","：VS Code 插件，commit 前本地评审 staged \u002F unstaged 改动",[48,1152,1153,1156,1157,1159],{},[51,1154,1155],{},"CLI Reviews","：",[171,1158,14],{}," 命令行，配 Claude Code \u002F Cursor CLI \u002F Codex 等 Agent 工作流",[48,1161,1162,1165],{},[51,1163,1164],{},"1-Click AI Fixes","：简单问题一键应用，复杂问题用 \"Fix with AI\"",[48,1167,1168,1171],{},[51,1169,1170],{},"Codebase Intelligence","：Codegraph + 全仓分析，理解跨文件依赖 \u002F 遗留代码",[48,1173,1174,1177],{},[51,1175,1176],{},"40+ Linter & SAST","：ESLint \u002F Semgrep \u002F Bandit 等内置，在沙箱跑、过滤误报",[48,1179,1180,1183],{},[51,1181,1182],{},"MCP External Context","：Jira \u002F Linear \u002F Confluence \u002F 实时网搜",[48,1185,1186,1189],{},[51,1187,1188],{},"可定制 Instructions","：YAML 配置 path-based \u002F AST-based 评审规则 + pre-merge checks",[48,1191,1192,1195],{},[51,1193,1194],{},"Learnings","：在 PR 评论里用自然语言反馈，AI 记忆并应用到未来评审",[48,1197,1198,1201],{},[51,1199,1200],{},"单测 \u002F 文档字符串生成","：评审顺手生成缺失测试",[48,1203,1204,1207],{},[51,1205,1206],{},"企业分析","：每日 standup \u002F sprint review \u002F 工程仪表盘",[48,1209,1210],{},[51,1211,1212],{},"SOC 2 Type II \u002F 零数据保留 \u002F 自托管",[30,1214,111],{"id":111},[45,1216,1217,1223,1229,1234],{},[48,1218,1219,1222],{},[51,1220,1221],{},"Free","：公共仓库无限 PR 概要 + 基础评审；私有仓库有月度配额；IDE 限流；14 天 Pro 试用",[48,1224,1225,1228],{},[51,1226,1227],{},"Pro","：$24\u002Fseat\u002F月年付 \u002F $30 月付，按发起 PR 的开发者计费",[48,1230,1231,1233],{},[51,1232,130],{},"：自定义；SSO\u002FSAML + 自托管 + 自定义模型 + SLA",[48,1235,1236,1239],{},[51,1237,1238],{},"CLI add-on","：usage-based，给 agentic 编码 loop 用，独立于席位计费",[30,1241,1243],{"id":1242},"实测20-人-saas-团队-nextjs-python-后端","实测（20 人 SaaS 团队 \u002F Next.js + Python 后端）",[35,1245,1246],{},[51,1247,158],{},[45,1249,1250,1253,1256,1259,1262,1265,1268],{},[48,1251,1252],{},"2-click 接 GitHub，5 分钟跑通；PR 几十秒出概要 + 时序图",[48,1254,1255],{},"Codegraph 真能跨文件追：评论标「这个改动会影响 BillingService.charge 的 12 处调用」",[48,1257,1258],{},"40+ linter 配 LLM 过滤误报，噪声远低于裸跑 ESLint+Semgrep",[48,1260,1261],{},"自定义 YAML 规则用起来直接，path-based 区分 frontend \u002F backend 评审强度",[48,1263,1264],{},"IDE 插件本地评审 staged 改动，commit 前能拦下半数小问题",[48,1266,1267],{},"Learnings 真有效——3 周后 false positive 下降明显",[48,1269,1270,1271,1273],{},"CLI 配 Claude Code，agent 写完一段先 ",[171,1272,14],{}," 自检",[35,1275,1276],{},[51,1277,188],{},[45,1279,1280,1283,1286,1289,1292],{},[48,1281,1282],{},"私有仓库 Free 配额吃紧，团队上 Pro 几乎必然",[48,1284,1285],{},"CLI add-on 单独计费，agentic loop 跑多了账单上涨",[48,1287,1288],{},"中文 PR 描述 \u002F 评论偶尔英中混合",[48,1290,1291],{},"多模型自动路由不透明，偶有便宜模型给复杂场景",[48,1293,1294],{},"IDE review 限流在 Free 档明显",[30,1296,208],{"id":208},[210,1298,1299,1302,1305,1308,1311,1321,1328],{},[48,1300,1301],{},"coderabbit.ai 注册 → 2-click GitHub\u002FGitLab App 授权",[48,1303,1304],{},"选仓库 → 默认配置即可跑",[48,1306,1307],{},"提一个 PR 试看 → 概要 + walkthrough + 时序图 + 评论",[48,1309,1310],{},"装 VS Code 插件 → 本地评审 staged 改动",[48,1312,1313,1314,1317,1318,1320],{},"CLI：",[171,1315,1316],{},"npm i -g @coderabbitai\u002Fcli"," → ",[171,1319,14],{}," 自动评审 staged",[48,1322,1323,1324,1327],{},"配置 ",[171,1325,1326],{},".coderabbit.yaml","：path-based 规则 + 自定义指令",[48,1329,1330],{},"接 MCP：Jira \u002F Linear \u002F Confluence 注入工单 \u002F 设计上下文",[30,1332,238],{"id":238},[240,1334,1335,1351],{},[243,1336,1337],{},[246,1338,1339,1341,1343,1345,1347,1349],{},[249,1340,251],{},[249,1342,256],{},[249,1344,823],{},[249,1346,262],{},[249,1348,259],{},[249,1350,11],{},[264,1352,1353,1370,1384,1400,1417,1434,1450,1466],{},[246,1354,1355,1358,1361,1364,1366,1368],{},[269,1356,1357],{},"Pro 起价",[269,1359,1360],{},"$24（年）\u002F$30（月）",[269,1362,1363],{},"$12\u002F$15",[269,1365,340],{},[269,1367,337],{},[269,1369,331],{},[246,1371,1372,1374,1376,1378,1380,1382],{},[269,1373,345],{},[269,1375,351],{},[269,1377,292],{},[269,1379,351],{},[269,1381,354],{},[269,1383,348],{},[246,1385,1386,1389,1392,1394,1396,1398],{},[269,1387,1388],{},"IDE review",[269,1390,1391],{},"✅ 一等",[269,1393,277],{},[269,1395,876],{},[269,1397,371],{},[269,1399,277],{},[246,1401,1402,1405,1408,1411,1413,1415],{},[269,1403,1404],{},"CLI review",[269,1406,1407],{},"✅ + agentic",[269,1409,1410],{},"CLI 有",[269,1412,371],{},[269,1414,371],{},[269,1416,277],{},[246,1418,1419,1422,1425,1427,1429,1432],{},[269,1420,1421],{},"Codegraph \u002F 跨仓",[269,1423,1424],{},"✅ Codegraph",[269,1426,676],{},[269,1428,892],{},[269,1430,1431],{},"✅ Code graph",[269,1433,895],{},[246,1435,1436,1439,1442,1444,1446,1448],{},[269,1437,1438],{},"Linter 集成",[269,1440,1441],{},"✅ 40+",[269,1443,909],{},[269,1445,876],{},[269,1447,909],{},[269,1449,909],{},[246,1451,1452,1455,1458,1460,1462,1464],{},[269,1453,1454],{},"MCP",[269,1456,1457],{},"✅ Jira\u002FLinear\u002FConfluence",[269,1459,277],{},[269,1461,909],{},[269,1463,371],{},[269,1465,371],{},[246,1467,1468,1471,1474,1476,1479,1481],{},[269,1469,1470],{},"ARR \u002F 企业数",[269,1472,1473],{},"$15M \u002F 8000+",[269,1475,371],{},[269,1477,1478],{},"67K repos",[269,1480,371],{},[269,1482,371],{},[30,1484,388],{"id":388},[45,1486,1487,1493,1499,1505,1511,1517,1523],{},[48,1488,1489,1492],{},[51,1490,1491],{},"Free 配额吃紧很快","：私有仓库每月几十 PR 上限，团队上 Pro 几乎必然",[48,1494,1495,1498],{},[51,1496,1497],{},"CLI add-on 独立计费","：用 Claude Code CLI \u002F Cursor CLI 跑 agent 时，CLI review 用量飙得快，先开预算告警",[48,1500,1501,1504],{},[51,1502,1503],{},"YAML 规则别一次堆太多","：30+ 自定义规则后噪声明显，渐进引入 + 用 Learnings 调",[48,1506,1507,1510],{},[51,1508,1509],{},"fork \u002F 外包账号别误接","：seat 按 Git handle 计费，PR 来源人意外触发就计费",[48,1512,1513,1516],{},[51,1514,1515],{},"Free 档 IDE review 限流","：本地评审高频用要上 Pro",[48,1518,1519,1522],{},[51,1520,1521],{},"多模型自动路由难审计","：要可重复结果走 Enterprise 固定模型 \u002F BYOK",[48,1524,1525,1528],{},[51,1526,1527],{},"Self-hosted 仅 Enterprise","：硬性合规先确认预算",[30,1530,442],{"id":441},[45,1532,1533,1536,1539,1542,1545,1548,1551],{},[48,1534,1535],{},"✅ 开源维护者（公共仓库无限免费）",[48,1537,1538],{},"✅ 企业团队、要成熟 + 多模型 + 完整 linter 生态",[48,1540,1541],{},"✅ 用 Cursor \u002F Claude Code 想给 PR 卡质量门",[48,1543,1544],{},"✅ MCP \u002F Jira 工作流深度集成",[48,1546,1547],{},"❌ 极低预算单人开发者（Ellipsis $20 flat 更优）",[48,1549,1550],{},"❌ 要 Agent 注入架构上下文（Bito AI Architect 独家）",[48,1552,1553],{},"❌ 极小代码库 + 不在乎评审深度（Free 即可）",[30,1555,471],{"id":471},[45,1557,1558,1563,1567,1571],{},[48,1559,1560],{},[477,1561,1562],{"href":24},"Bito 评测",[48,1564,1565],{},[477,1566,484],{"href":18},[48,1568,1569],{},[477,1570,489],{"href":21},[48,1572,1573],{},[477,1574,1026],{"href":567},[30,1576,498],{"id":498},[210,1578,1579,1586,1593,1600],{},[48,1580,1581,1582],{},"CodeRabbit 官网 ",[477,1583,1584],{"href":1584,"rel":1585},"https:\u002F\u002Fcoderabbit.ai",[508],[48,1587,1588,1589],{},"EveryDev.ai — CodeRabbit 工具介绍 ",[477,1590,1591],{"href":1591,"rel":1592},"https:\u002F\u002Fwww.everydev.ai\u002Ftools\u002Fcoderabbit",[508],[48,1594,1595,1596],{},"Toolradar — CodeRabbit Pricing 2026 ",[477,1597,1598],{"href":1598,"rel":1599},"https:\u002F\u002Ftoolradar.com\u002Ftools\u002Fcoderabbit\u002Fpricing",[508],[48,1601,1602,1603],{},"OpenStats — CodeRabbit Review, Pricing & Performance（公司数据 $88M 融资 \u002F $550M valuation \u002F $15M ARR）",[477,1604,1605],{"href":1605,"rel":1606},"https:\u002F\u002Fwww.openstats.ai\u002Fcoderabbit",[508],{"title":531,"searchDepth":532,"depth":532,"links":1608},[1609,1610,1611,1612,1613,1614,1615,1616,1617,1618],{"id":32,"depth":535,"text":33},{"id":43,"depth":535,"text":43},{"id":111,"depth":535,"text":111},{"id":1242,"depth":535,"text":1243},{"id":208,"depth":535,"text":208},{"id":238,"depth":535,"text":238},{"id":388,"depth":535,"text":388},{"id":441,"depth":535,"text":442},{"id":471,"depth":535,"text":471},{"id":498,"depth":535,"text":498},"\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。",[1622,1625,1628,1631],{"q":1623,"a":1624},"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":1626,"a":1627},"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":1629,"a":1630},"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":1632,"a":1633},"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。",[564,1073],{},[570,571,572,573,574,575,1637],"azure-devops",[1639,1643,1647,1650],{"plan":1221,"price":1640,"features":1641,"notes":1642},"$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":1227,"price":1644,"features":1645,"notes":1646},"$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":130,"price":587,"features":1648,"notes":1649},"SSO\u002FSAML + 自托管 + 自定义模型 + SLA + 高级 analytics + 多 org","AWS \u002F GCP Marketplace",{"plan":1238,"price":1091,"features":1651,"notes":1652},"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",[1655,1656],{"name":594,"url":595},{"name":1098,"url":1099},{"power":599,"ux":599,"price":600,"cn_support":532,"stability":599},{"title":256,"description":1620},"coding\u002Freview\u002Fcoderabbit",[1661,1663,1665,1667],{"name":1662,"url":1584,"accessed":606},"CodeRabbit 官网",{"name":1664,"url":1591,"accessed":606},"EveryDev.ai — CodeRabbit 详细介绍",{"name":1666,"url":1598,"accessed":606},"Toolradar — CodeRabbit Pricing 2026",{"name":1668,"url":1605,"accessed":606},"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",[616,617,1672,1673,621,1114,1674],"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":1678,"title":262,"alternatives":1679,"api_compatible":25,"body":1684,"category":545,"chinese_friendly":535,"cover":2140,"description":2141,"domestic":548,"extension":549,"faq":2142,"free":548,"github":25,"languages":2154,"meta":2155,"models":25,"navigation":566,"notSuitable":25,"opensource":548,"path":18,"pillar":568,"platforms":2156,"priceTable":2157,"pricing":2165,"published":591,"relatedPlaybooks":2166,"relatedReviews":25,"score":2168,"self_host":548,"seo":2169,"slug":2170,"sources":2171,"stem":2178,"suitable":25,"tagline":2179,"tags":2180,"updated":606,"verdict":2183,"website":2184,"__hash__":2185},"tools\u002Ftools\u002Fcoding\u002Freview\u002Fellipsis.md",[1680,1681,1682,1683],{"name":14,"url":15},{"name":20,"url":21},{"name":639,"url":567},{"name":23,"url":24},{"type":27,"value":1685,"toc":2128},[1686,1688,1691,1694,1696,1746,1748,1768,1773,1777,1781,1802,1806,1826,1828,1859,1861,2003,2005,2052,2054,2083,2085,2103,2105],[30,1687,33],{"id":32},[35,1689,1690],{},"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。",[35,1692,1693],{},"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）。",[30,1695,43],{"id":43},[45,1697,1698,1704,1710,1716,1722,1728,1734,1740],{},[48,1699,1700,1703],{},[51,1701,1702],{},"AI PR 评审","：line-by-line 评论 + 1-click 修复建议 + 风格学习",[48,1705,1706,1709],{},[51,1707,1708],{},"bug \u002F 反模式检测","：逻辑漏洞 \u002F 边界条件 \u002F 反模式即时标注",[48,1711,1712,1715],{},[51,1713,1714],{},"@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",[48,1717,1718,1721],{},[51,1719,1720],{},"风格学习","：传英文风格指南，👍\u002F👎 反馈微调",[48,1723,1724,1727],{},[51,1725,1726],{},"GitHub-only 集成","：原生 GitHub App，2-click 接入",[48,1729,1730,1733],{},[51,1731,1732],{},"公共仓库永久免费","：开源项目零成本",[48,1735,1736,1739],{},[51,1737,1738],{},"SOC 2 认证 + 零数据保留","：评审完即删，不训练",[48,1741,1742,1745],{},[51,1743,1744],{},"Q&A","：在 PR 里 @bot 提问，回答带代码定位",[30,1747,111],{"id":111},[45,1749,1750,1756,1762],{},[48,1751,1752,1755],{},[51,1753,1754],{},"公共仓库","：完全免费、永久",[48,1757,1758,1761],{},[51,1759,1760],{},"私有 \u002F Team","：$20\u002Fdev\u002F月，无限 PR 评审 + 无限代码生成 + 无限 Q&A",[48,1763,1764,1767],{},[51,1765,1766],{},"无 LOC \u002F PR 配额","、无 token 超额 surge",[145,1769,1770],{},[35,1771,1772],{},"价格预测性最强：100 个开发者就是 $2000\u002F月，跟用量无关。",[30,1774,1776],{"id":1775},"实测5-人开源-私有混合仓库","实测（5 人开源 + 私有混合仓库）",[35,1778,1779],{},[51,1780,158],{},[45,1782,1783,1786,1789,1796,1799],{},[48,1784,1785],{},"公共仓库 0 成本接入，开源项目维护者直接白嫖",[48,1787,1788],{},"$20 flat 在所有 AI 评审里最简单：不需要算 LOC \u002F PR 数 \u002F token",[48,1790,1791,1792,1795],{},"@ellipsis-dev 真有用：在 issue 写 ",[171,1793,1794],{},"@ellipsis-dev 把 zh.json 的 errors.* 全翻译到 ja.json，跑 test:i18n","，3 分钟出 PR + 测试绿",[48,1797,1798],{},"风格学习实测有效，3 周后评论噪声明显下降",[48,1800,1801],{},"SOC 2 + 用完即删，企业评审过",[35,1803,1804],{},[51,1805,188],{},[45,1807,1808,1811,1814,1817,1820,1823],{},[48,1809,1810],{},"只支持 GitHub，GitLab \u002F Bitbucket \u002F Azure DevOps 团队完全不能用",[48,1812,1813],{},"没有 IDE 插件 + 没有 CLI（只能在 GitHub 网页 \u002F PR 评论用）",[48,1815,1816],{},"中文 PR 描述可识别，但回复英文为主",[48,1818,1819],{},"偶尔过度热心建议无关改动（可在评论说「stop suggesting renames」）",[48,1821,1822],{},"没有 Codegraph 级跨仓推理（找 Greptile）",[48,1824,1825],{},"没有 MCP \u002F Jira 集成，工单流追溯弱",[30,1827,208],{"id":208},[210,1829,1830,1833,1836,1839,1849,1856],{},[48,1831,1832],{},"ellipsis.dev → Install on GitHub → 选仓库（公开仓库随便选）",[48,1834,1835],{},"开一个 PR → 等几分钟看 inline 评论 + 概要",[48,1837,1838],{},"给 👍\u002F👎 反馈让它学风格",[48,1840,1841,1842,1845,1846],{},"上传英文风格指南：repo 根 ",[171,1843,1844],{},".ellipsis.yaml"," + ",[171,1847,1848],{},"style.md",[48,1850,1851,1852,1855],{},"在 issue 评论 ",[171,1853,1854],{},"@ellipsis-dev \u003C你的需求>"," → 等它生成 PR",[48,1857,1858],{},"私有仓库：升级 $20\u002Fdev → 一键加私有仓库",[30,1860,238],{"id":238},[240,1862,1863,1877],{},[243,1864,1865],{},[246,1866,1867,1869,1871,1873,1875],{},[249,1868,251],{},[249,1870,262],{},[249,1872,256],{},[249,1874,823],{},[249,1876,259],{},[264,1878,1879,1893,1910,1922,1935,1952,1965,1978,1990],{},[246,1880,1881,1884,1886,1889,1891],{},[269,1882,1883],{},"私有起价",[269,1885,340],{},[269,1887,1888],{},"$24\u002F$30",[269,1890,1363],{},[269,1892,337],{},[246,1894,1895,1898,1901,1904,1907],{},[269,1896,1897],{},"LOC \u002F PR 配额",[269,1899,1900],{},"❌ 无限",[269,1902,1903],{},"无私有 PR 限",[269,1905,1906],{},"5K LOC\u002Fseat",[269,1908,1909],{},"按用量",[246,1911,1912,1914,1916,1918,1920],{},[269,1913,345],{},[269,1915,351],{},[269,1917,351],{},[269,1919,292],{},[269,1921,354],{},[246,1923,1924,1927,1929,1931,1933],{},[269,1925,1926],{},"@bot 生成 PR",[269,1928,277],{},[269,1930,292],{},[269,1932,292],{},[269,1934,292],{},[246,1936,1937,1940,1943,1946,1949],{},[269,1938,1939],{},"Git 平台",[269,1941,1942],{},"GitHub-only",[269,1944,1945],{},"GitHub\u002FGitLab\u002FBitbucket\u002FAzure",[269,1947,1948],{},"GitHub\u002FGitLab\u002FBitbucket",[269,1950,1951],{},"GitHub\u002FGitLab",[246,1953,1954,1957,1959,1961,1963],{},[269,1955,1956],{},"IDE \u002F CLI",[269,1958,292],{},[269,1960,277],{},[269,1962,277],{},[269,1964,292],{},[246,1966,1967,1969,1971,1974,1976],{},[269,1968,1438],{},[269,1970,876],{},[269,1972,1973],{},"40+",[269,1975,909],{},[269,1977,371],{},[246,1979,1980,1982,1984,1986,1988],{},[269,1981,889],{},[269,1983,892],{},[269,1985,277],{},[269,1987,676],{},[269,1989,277],{},[246,1991,1992,1994,1996,1998,2000],{},[269,1993,930],{},[269,1995,938],{},[269,1997,933],{},[269,1999,933],{},[269,2001,2002],{},"SOC 2 Type II + HIPAA",[30,2004,388],{"id":388},[45,2006,2007,2013,2019,2025,2031,2040,2046],{},[48,2008,2009,2012],{},[51,2010,2011],{},"GitHub-only 锁死","：要 GitLab\u002FBitbucket 团队别选",[48,2014,2015,2018],{},[51,2016,2017],{},"@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",[48,2020,2021,2024],{},[51,2022,2023],{},"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",[48,2026,2027,2030],{},[51,2028,2029],{},"没 IDE = 不能本地评审","：commit 前评审需求走 CodeRabbit",[48,2032,2033,2036,2037,2039],{},[51,2034,2035],{},"过度热心","：偶尔建议无关改动，用 ",[171,2038,1844],{}," 限制范围或评论里制止",[48,2041,2042,2045],{},[51,2043,2044],{},"不要把它当 Codegraph 用","：跨仓 \u002F 大型重构推理走 Greptile",[48,2047,2048,2051],{},[51,2049,2050],{},"没 MCP \u002F Jira","：工单流深度集成走 CodeRabbit \u002F Bito",[30,2053,442],{"id":441},[45,2055,2056,2059,2062,2065,2068,2071,2074,2077,2080],{},[48,2057,2058],{},"✅ 个人开发者 \u002F 小团队 \u002F 开源维护者",[48,2060,2061],{},"✅ 公共仓库 + 永久 0 成本",[48,2063,2064],{},"✅ GitHub-only 流水线",[48,2066,2067],{},"✅ 要 @bot 生成 PR 这个 agent 能力",[48,2069,2070],{},"✅ 预算预测性 > 一切（flat 定价）",[48,2072,2073],{},"❌ GitLab \u002F Bitbucket 团队",[48,2075,2076],{},"❌ 中文母语团队（CodeRabbit \u002F Bito 更友好）",[48,2078,2079],{},"❌ 要 IDE \u002F CLI 多入口（CodeRabbit）",[48,2081,2082],{},"❌ Codegraph 跨仓推理（Greptile）",[30,2084,471],{"id":471},[45,2086,2087,2091,2095,2099],{},[48,2088,2089],{},[477,2090,479],{"href":15},[48,2092,2093],{},[477,2094,1562],{"href":24},[48,2096,2097],{},[477,2098,489],{"href":21},[48,2100,2101],{},[477,2102,1026],{"href":567},[30,2104,498],{"id":498},[210,2106,2107,2114,2121],{},[48,2108,2109,2110],{},"AI41 — Ellipsis 工具介绍（含 67K+ 仓库 \u002F $20 flat \u002F SOC 2）",[477,2111,2112],{"href":2112,"rel":2113},"https:\u002F\u002Fai41.org\u002Ftool\u002Fellipsis",[508],[48,2115,2116,2117],{},"Costbench — Ellipsis Pricing 2026 ",[477,2118,2119],{"href":2119,"rel":2120},"https:\u002F\u002Fcostbench.com\u002Fsoftware\u002Fai-code-review\u002Fellipsis",[508],[48,2122,2123,2124],{},"AIChief — Ellipsis Review 2026（\"unlimited usage, free for public GitHub repos\"）",[477,2125,2126],{"href":2126,"rel":2127},"https:\u002F\u002Faichief.com\u002Fai-code-assistant\u002Fellipsis\u002F",[508],{"title":531,"searchDepth":532,"depth":532,"links":2129},[2130,2131,2132,2133,2134,2135,2136,2137,2138,2139],{"id":32,"depth":535,"text":33},{"id":43,"depth":535,"text":43},{"id":111,"depth":535,"text":111},{"id":1775,"depth":535,"text":1776},{"id":208,"depth":535,"text":208},{"id":238,"depth":535,"text":238},{"id":388,"depth":535,"text":388},{"id":441,"depth":535,"text":442},{"id":471,"depth":535,"text":471},{"id":498,"depth":535,"text":498},"\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。",[2143,2146,2149,2151],{"q":2144,"a":2145},"$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":2147,"a":2148},"@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":558,"a":2150},"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":2152,"a":2153},"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。",[564],{},[573,570],[2158,2161],{"plan":1754,"price":1640,"features":2159,"notes":2160},"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":1760,"price":2162,"features":2163,"notes":2164},"$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",[2167],{"name":594,"url":595},{"power":600,"ux":600,"price":599,"cn_support":535,"stability":600},{"title":262,"description":2141},"coding\u002Freview\u002Fellipsis",[2172,2174,2176],{"name":2173,"url":2112,"accessed":606},"AI41 — Ellipsis 介绍",{"name":2175,"url":2119,"accessed":606},"Costbench — Ellipsis Pricing 2026",{"name":2177,"url":2126,"accessed":606},"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",[616,617,573,2181,1114,2182],"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":2187,"title":259,"alternatives":2188,"api_compatible":25,"body":2193,"category":545,"chinese_friendly":535,"cover":2652,"description":2653,"domestic":548,"extension":549,"faq":2654,"free":548,"github":25,"languages":2665,"meta":2666,"models":25,"navigation":566,"notSuitable":25,"opensource":548,"path":21,"pillar":568,"platforms":2667,"priceTable":2668,"pricing":2679,"published":591,"relatedPlaybooks":2680,"relatedReviews":25,"score":2682,"self_host":566,"seo":2683,"slug":2684,"sources":2685,"stem":2692,"suitable":25,"tagline":2693,"tags":2694,"updated":606,"verdict":2696,"website":2697,"__hash__":2698},"tools\u002Ftools\u002Fcoding\u002Freview\u002Fgreptile.md",[2189,2190,2191,2192],{"name":14,"url":15},{"name":17,"url":18},{"name":639,"url":567},{"name":23,"url":24},{"type":27,"value":2194,"toc":2640},[2195,2197,2200,2203,2205,2279,2281,2298,2303,2307,2311,2331,2335,2355,2357,2387,2389,2512,2514,2564,2566,2595,2597,2615,2617],[30,2196,33],{"id":32},[35,2198,2199],{},"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。",[35,2201,2202],{},"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）。",[30,2204,43],{"id":43},[45,2206,2207,2213,2219,2225,2231,2237,2247,2256,2262,2268,2273],{},[48,2208,2209,2212],{},[51,2210,2211],{},"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",[48,2214,2215,2218],{},[51,2216,2217],{},"Context-Aware Inline Comments","：跨文件 bug \u002F 安全 \u002F 反模式标注，并解释 ripple effect",[48,2220,2221,2224],{},[51,2222,2223],{},"Custom Coding Standards","：英文写规则 \u002F 链接已有文档，跨仓库强制执行",[48,2226,2227,2230],{},[51,2228,2229],{},"Continuous Learning","：读 reviewer 评论 + 👍\u002F👎 反应，团队风格越用越准",[48,2232,2233,2236],{},[51,2234,2235],{},"PR Summaries + 时序图","：file-by-file 拆解 + 置信度评分 + Mermaid sequence diagram",[48,2238,2239,2242,2243,2246],{},[51,2240,2241],{},"Conversation","：在 PR 评论里 ",[171,2244,2245],{},"@greptileai \u003C问题>"," 跟进",[48,2248,2249,1156,2252,2255],{},[51,2250,2251],{},"Pattern Repos",[171,2253,2254],{},"greptile.json"," 配 patternsRepo（如 backend 仓引用 frontend 仓上下文）",[48,2257,2258,2261],{},[51,2259,2260],{},"30+ 语言","：Python\u002FJS\u002FTS\u002FGo\u002FRust\u002FJava\u002FC++ 等",[48,2263,2264,2267],{},[51,2265,2266],{},"API","：HTTP\u002FJSON-RPC 模式，100 req\u002Fh\u002FIP",[48,2269,2270],{},[51,2271,2272],{},"SOC 2 Type II + HIPAA + 自托管 air-gapped",[48,2274,2275,2278],{},[51,2276,2277],{},"多模型","：含 NVIDIA Nemotron 3 Ultra 等",[30,2280,111],{"id":111},[45,2282,2283,2288,2293],{},[48,2284,2285,2287],{},[51,2286,1221],{},"：基础评审 + 限额",[48,2289,2290,2292],{},[51,2291,1227],{},"：base + usage（2026-03-05 起），按仓库数 + PR 量 + 用量计费，联系销售",[48,2294,2295,2297],{},[51,2296,130],{},"：自定义；自托管 \u002F air-gapped + SSO + HIPAA + 多 org",[145,2299,2300],{},[35,2301,2302],{},"旧 $30\u002Fseat 订阅档已迁移；新模型对大代码库友好但报价需 quote。",[30,2304,2306],{"id":2305},"实测nextjs-go-后端-monorepo-series-b-团队","实测（Next.js + Go 后端 monorepo \u002F Series B 团队）",[35,2308,2309],{},[51,2310,158],{},[45,2312,2313,2316,2319,2322,2325,2328],{},[48,2314,2315],{},"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",[48,2317,2318],{},"PR 时序图（Mermaid）对 reviewer 友好，5 秒看懂改动主轴",[48,2320,2321],{},"自定义 standards 用英文写直接，几条规则覆盖 80% 团队风格",[48,2323,2324],{},"反馈学习有效，2 周后噪声明显降",[48,2326,2327],{},"patternsRepo 让 backend 评审能引用 frontend 仓，避免 API 契约脱节",[48,2329,2330],{},"HIPAA 自托管对医疗团队几乎是唯一可选",[35,2332,2333],{},[51,2334,188],{},[45,2336,2337,2340,2343,2346,2349,2352],{},[48,2338,2339],{},"不支持 Bitbucket \u002F Azure DevOps",[48,2341,2342],{},"没有 IDE \u002F CLI（GitHub\u002FGitLab 网页和 PR 内）",[48,2344,2345],{},"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",[48,2347,2348],{},"中文场景体验有限",[48,2350,2351],{},"没有 40+ linter 集成（不像 CodeRabbit）",[48,2353,2354],{},"大代码库首次 indexing 耗时长（>50 万 LOC 可能数小时）",[30,2356,208],{"id":208},[210,2358,2359,2362,2365,2368,2375,2381,2384],{},[48,2360,2361],{},"greptile.com → Install on GitHub\u002FGitLab → 选仓库",[48,2363,2364],{},"等首次 indexing（看仓库大小，几分钟至几小时）",[48,2366,2367],{},"开 PR 试评 → 看跨文件评论 + 时序图",[48,2369,2370,2371,2374],{},"在 PR 评论里 ",[171,2372,2373],{},"@greptileai \u003Cfollow-up>"," 跟进对话",[48,2376,2377,2378,2380],{},"配 ",[171,2379,2254],{},"：自定义 standards + patternsRepo",[48,2382,2383],{},"给 👍\u002F👎 训风格",[48,2385,2386],{},"大型项目：考虑 Enterprise 自托管 + 多仓 indexing",[30,2388,238],{"id":238},[240,2390,2391,2405],{},[243,2392,2393],{},[246,2394,2395,2397,2399,2401,2403],{},[249,2396,251],{},[249,2398,259],{},[249,2400,256],{},[249,2402,262],{},[249,2404,11],{},[264,2406,2407,2420,2434,2446,2458,2471,2484,2497],{},[246,2408,2409,2412,2414,2416,2418],{},[269,2410,2411],{},"Codegraph \u002F 跨文件",[269,2413,1391],{},[269,2415,1424],{},[269,2417,892],{},[269,2419,895],{},[246,2421,2422,2425,2428,2430,2432],{},[269,2423,2424],{},"大代码库 \u002F monorepo",[269,2426,2427],{},"✅ 最强",[269,2429,277],{},[269,2431,876],{},[269,2433,277],{},[246,2435,2436,2438,2440,2442,2444],{},[269,2437,1956],{},[269,2439,292],{},[269,2441,277],{},[269,2443,292],{},[269,2445,277],{},[246,2447,2448,2450,2452,2454,2456],{},[269,2449,1438],{},[269,2451,371],{},[269,2453,1973],{},[269,2455,876],{},[269,2457,876],{},[246,2459,2460,2462,2464,2467,2469],{},[269,2461,1939],{},[269,2463,1951],{},[269,2465,2466],{},"+ Bitbucket\u002FAzure",[269,2468,1942],{},[269,2470,1948],{},[246,2472,2473,2476,2478,2480,2482],{},[269,2474,2475],{},"HIPAA",[269,2477,277],{},[269,2479,371],{},[269,2481,371],{},[269,2483,371],{},[246,2485,2486,2488,2491,2493,2495],{},[269,2487,916],{},[269,2489,2490],{},"Enterprise air-gapped",[269,2492,130],{},[269,2494,371],{},[269,2496,130],{},[246,2498,2499,2502,2504,2507,2509],{},[269,2500,2501],{},"定价",[269,2503,337],{},[269,2505,2506],{},"$24\u002F$30 + CLI add-on",[269,2508,340],{},[269,2510,2511],{},"$30\u002Fseat",[30,2513,388],{"id":388},[45,2515,2516,2522,2528,2534,2540,2546,2552,2558],{},[48,2517,2518,2521],{},[51,2519,2520],{},"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",[48,2523,2524,2527],{},[51,2525,2526],{},"首次 indexing 别在交付前夜跑","：大 monorepo 几小时起步，提前一天接",[48,2529,2530,2533],{},[51,2531,2532],{},"patternsRepo 别拉无关仓","：拉得多 → 噪声增、token 消耗增",[48,2535,2536,2539],{},[51,2537,2538],{},"自定义 standards 用英文","：中文规则识别准确度低于英文",[48,2541,2542,2545],{},[51,2543,2544],{},"HIPAA \u002F 强合规走 Enterprise","：自托管 + air-gapped 才完整覆盖",[48,2547,2548,2551],{},[51,2549,2550],{},"没 IDE = 没本地评审","：commit 前评审走 CodeRabbit",[48,2553,2554,2557],{},[51,2555,2556],{},"API 限流","：100 req\u002Fh\u002FIP，CI 集成要 token bucket",[48,2559,2560,2563],{},[51,2561,2562],{},"多模型路由不透明","：要可重复结果在 Enterprise 谈固定模型",[30,2565,442],{"id":441},[45,2567,2568,2571,2574,2577,2580,2583,2586,2589,2592],{},[48,2569,2570],{},"✅ 大型 monorepo \u002F 跨仓推理",[48,2572,2573],{},"✅ 遗留代码 \u002F 复杂依赖",[48,2575,2576],{},"✅ HIPAA \u002F 医疗 \u002F 金融强合规",[48,2578,2579],{},"✅ Next.js \u002F Node.js 中后期初创",[48,2581,2582],{},"✅ 自托管 \u002F air-gapped 要求",[48,2584,2585],{},"❌ 小项目 \u002F 个人开发者（用 Ellipsis）",[48,2587,2588],{},"❌ IDE \u002F CLI 多入口需求（用 CodeRabbit）",[48,2590,2591],{},"❌ Bitbucket \u002F Azure DevOps",[48,2593,2594],{},"❌ 中文母语团队",[30,2596,471],{"id":471},[45,2598,2599,2603,2607,2611],{},[48,2600,2601],{},[477,2602,479],{"href":15},[48,2604,2605],{},[477,2606,484],{"href":18},[48,2608,2609],{},[477,2610,1026],{"href":567},[48,2612,2613],{},[477,2614,1562],{"href":24},[30,2616,498],{"id":498},[210,2618,2619,2626,2633],{},[48,2620,2621,2622],{},"Stork.AI — Greptile Review 2026（含 Agent v4 \u002F Nemotron 3 Ultra \u002F HIPAA）",[477,2623,2624],{"href":2624,"rel":2625},"https:\u002F\u002Fwww.stork.ai\u002Fen\u002Fgreptile",[508],[48,2627,2628,2629],{},"Stackviv — Greptile Review 2026 ",[477,2630,2631],{"href":2631,"rel":2632},"https:\u002F\u002Fstackviv.ai\u002Fai-tools\u002Fgreptile",[508],[48,2634,2635,2636],{},"Greptile 官方文档 — Key Features（Codebase Context \u002F Pattern Repos \u002F RL 反馈）",[477,2637,2638],{"href":2638,"rel":2639},"https:\u002F\u002Fwww.greptile.com\u002Fdocs\u002Fcode-review-bot\u002Fkey-features",[508],{"title":531,"searchDepth":532,"depth":532,"links":2641},[2642,2643,2644,2645,2646,2647,2648,2649,2650,2651],{"id":32,"depth":535,"text":33},{"id":43,"depth":535,"text":43},{"id":111,"depth":535,"text":111},{"id":2305,"depth":535,"text":2306},{"id":208,"depth":535,"text":208},{"id":238,"depth":535,"text":238},{"id":388,"depth":535,"text":388},{"id":441,"depth":535,"text":442},{"id":471,"depth":535,"text":471},{"id":498,"depth":535,"text":498},"\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。",[2655,2658,2661,2663],{"q":2656,"a":2657},"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":2659,"a":2660},"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":558,"a":2662},"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":2152,"a":2664},"纯英文产品，仅 GitHub + GitLab。中文母语团队体验有限。",[564],{},[573,574],[2669,2672,2676],{"plan":1221,"price":1640,"features":2670,"notes":2671},"基础 AI PR 评审 + 限额","试水 \u002F 小项目",{"plan":1227,"price":2673,"features":2674,"notes":2675},"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":130,"price":587,"features":2677,"notes":2678},"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",[2681],{"name":594,"url":595},{"power":599,"ux":600,"price":532,"cn_support":535,"stability":600},{"title":259,"description":2653},"coding\u002Freview\u002Fgreptile",[2686,2688,2690],{"name":2687,"url":2624,"accessed":606},"Stork.AI — Greptile Review 2026",{"name":2689,"url":2631,"accessed":606},"Stackviv — Greptile Review 2026",{"name":2691,"url":2638,"accessed":606},"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",[616,617,1673,2695,1114,621],"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 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