分离部署项目优劣分析
目前有四个主要的可用项目可以实现 OneBot 协议的 QQ 机器人 API，它们分别是 Lagrange（lgr/拉格兰）、Napcat（nc）、LiteloaderOneBot（LLOB） 和 Shamrock（四叶草）。这些项目各有优劣，没有绝对的优劣之分。归根结底，只要能满足你的需求和预期，那就是合适的选择，同理对其他人也是这样，你可以推荐，但不应该存在什么“鄙视链”。接下来，我将尽量客观地分析它们的优缺点和可能存在的问题，供你参考。
运行原理概述
当前 QQ 的非官方机器人实现，主要分为两种运行途径：协议端 和 Hook。
协议端：
协议端通过模拟 QQ 的行为，实质上就是一个“假的 QQ 客户端”。这种实现方式资源占用低，能够同时处理大量群聊，是性能最佳的选择。Lagrange 和几乎已经死差不多了的 GOCQ 属于这一类型。
Hook 式：
Hook 则是通过修改 QQ 客户端，劫持消息来实现机器人协议。
这种方式需要运行一个完整的屎山 QQ 客户端，众所周知QQ客户端无论在哪都是极度的臃肿，因此资源占用较高。尤其是当群聊数量较多时，效率急剧下降，难以支持大规模机器人。
不过，它也有一个独特优势：由于是基于“真 QQ 客户端”，被腾讯察觉和封号的概率相对更低。Napcat、LiteloaderOneBot 和 Shamrock 都属于这一类。（腾讯：不好意思，聊天软件需要虚幻引擎）
性能警告
Hook 式项目的性能问题在服务器上尤其明显，服务器一般不会有家用电脑那样强劲的CPU性能，运存也比动辄32GB的家用电脑少，而且最重要的是，大部分常见云厂商的硬盘IO极差，而 Hook 式项目的主要性能瓶颈就是硬盘IO。
这里建议如果日消息几千甚至一万的情况，就别使用Hook方式的项目了，要不然等个回复可能会要数秒，还有可能导致频繁崩溃。
如果部署这一类的项目后发现它回复很慢并且经常崩溃，那就说明你的机器人体量过大了，换去协议端类型的项目吧。
项目分析
Sealdice 选定 Lagrange 作为内置客户端上游，还受到绝大多数视频和博客站等的推荐，作为一个协议端，Lagrange 的兼容性和性能无疑是极好的。它能在各种设备环境下运行，甚至连路由器上都可以（没错我真这么干过）。
理论上，它的低资源占用使其能够处理更多的大型机器人账号，是资源有限的最佳选择，大型机器人的唯一选择。
然而，Lagrange 的核心问题在于签名服务。由于各种因素，Lagrange 需要通过签名才能使用，签名服务并非开源，Lagrange 官方只提供了一个公共签名服务，且主机位于海外，并使用 Cloudflare 保护的服务器提供。对网络极为玄学的中国大陆用户来说，Cloudflare 的访问体验简直是抽抽又象象。如果你部署在国外，体验会更好些。
如果你的主机在国内，可以尝试雪桃的反代签名。你可以直接使用 雪桃 の Lagrange 一键包生成器 生成使用了雪桃反代签名的 Lagrange 一键包。
![典中之典：onebot | warn: Lagrange.Core.BotContext [0]](https://blog.xuetao.host/usr/uploads/2025/04/3496333221.png "典中之典：onebot | warn: Lagrange.Core.BotContext [0]")
此外，由于它是“假的 QQ 客户端”，相较于在 Linux 系统部署的 Hook 式协议端，更容易被腾讯察觉。拦截消息，踢下线甚至封号的概率理论上会更高。另外，Lagrange的协议版本更新横向对比 LiteloaderOneBot 和 Napcat 是偏慢的，有些天选之人 QQ 账号可能被腾讯强制要求使用最新的 NTQQ 版本登入，这种情况下 Lagrange 将不再是一个选项。
2025/08/26更新：比 Windows Napcat 稳。Windows 不搞 WSL 或 Docker 这是你最稳的选择了。
Lagrange 官方是有一个 fork 的 GOCQ 的。需要注意的是，本质上这玩意就是一个低占用版的 Lagrange，和各位熟知的并非是一个 GOCQ 哦~
2025/08/26更新：傻逼腾讯的大手发力了，不建议 Windows 部署。Linux 依然稳定，真要在 Windows 用 Napcat 请自行折腾 WSL 或 Docker。直接部署导致的死号问题你自己承担。
日志读取优雅，直接在 WebUI 中即可查看。更重要的是，它支持“无头运行”——无需渲染 NTQQ 页面，从而大幅降低资源占用。
并且，Napcat 最大的优势在于其反检测能力：在 NTQQ 高版本中，它可以成功拦截检测包，并绕过部分检测点，有很不错的稳定性。
- 但也有限制：由于 Hook 的运行机制，本质上仍然是启动了一个修改后的 NTQQ，即使无头运行也会有不小的资源开销。因此 Napcat 并不适合承担大体量机器人账号的任务。
除此之外，Napcat 几乎都是优点。
如果你打算部署 Napcat，我推荐使用 Linux 环境部署，因为在 Linux 上运行的 NTQQ 几乎没有检测机制，Linux 上的 Napcat 几乎是最稳的选择之一。
如果你仍希望在 Windows 环境部署，以下是一些建议：
- 进阶用户：推荐使用 Docker 部署 Napcat。Napcat 官方 Docker 镜像
- 新手用户：可以尝试安装 NTQQ 的 27597 版本并登入账号。若可成功登入，可继续使用该版本搭配 Napcat Framework 安装方式（该方式没有反检测，但此版本是最后一个未强制检测的 NTQQ 版本）。历史版本 NTQQ 存档
- 如果账号无法登入 27597 版本，可退而求其次使用 Napcat 的一键包（在 Napcat GitHub Release 获取）。一键包已集成反检测机制，能拦截大部分检测，但仍建议避免用于新注册账号或风险偏高的账号，以防被封。
⚠️ 请不要在 27597 之后的版本使用 Framework 安装方式，检测包拦截将无法完全生效。
关于性能：
Napcat 的运行瓶颈主要在于硬盘 IO。这在服务器环境中尤其明显，尤其是国内一些大厂云服务，硬盘性能简直可以用王八壳来形容。
我这里点名批评华为云与京东云，其硬盘 IO 低得离谱，比二十年前的古董机械硬盘还差，甚至连 USB 2.0 的 U 盘都不如。价格拼不过阿里云腾讯云，性能还显著更差。当然，阿里云和腾讯云的硬盘 IO 表现也好不到哪去。
在这种环境下，如果你的账号每日处理消息数量超过三千，极有可能会出现严重的性能下降，表现为回复延迟、频繁崩溃等问题。
- 想要使用 Napcat 稳定地运行大型机器人，建议：
1. 找一家硬盘 IO 高的服务商；
2. 自建家里云，直接吃到一块 SSD 的完整性能。
- 如果你不确定你的机器是否足够强大，可以先部署 Napcat 并观察运行情况：
1. 是否频繁崩溃？
2. 在排除网络问题后，消息是否响应缓慢？
如果这些问题都没有发生，那就说明你的主机可以胜任 Napcat 的运行。
2025/08/26更新：说是现在 LiteloaderOneBot 变成读内存搞的注入了？以后搞机器人还得要 DMA 是吧...稳定性存疑，等待补充信息。不过我可以肯定性能会很糟糕，群多点的号一定瓶颈不小。
LLTwoBot 就是这玩意。
- 日志查看极其不便。如果你在运行中遇到协议端问题，必须自己手动进入文件夹层层翻找日志文件，调试体验极差；如果你想在群里反馈问题，还得先经历一轮“翻山越岭”式的日志提取流程。
- 它存在一些玄学问题。例如前端显示已连接，后端 LiteloaderOneBot 实际却没有任何数据传输。我自己就多次遇到过这种情况，在群里也看到很多类似报告。此类问题通常只能通过重启 NTQQ 甚至重启整台主机来解决，有时还需要多次重启才能恢复正常运行。
虽然从功能上来说，它和 Napcat 基本相当，但 Napcat 支持无头与有头双模式运行，而 LiteloaderOneBot 只能运行在有头模式下，这意味着它的资源占用会更高。
不推荐在高版本NTQQ使用
LiteloaderOneBot 在使用新版本 NTQQ 作为宿主时仍然频繁被踢，没有任何反检测机制，会狠狠被腾讯查，并且非常容易封号。
而且，如果你想在 Linux 上部署该项目，还必须额外安装桌面环境才能运行 NTQQ——对大部分云服务器用户而言，这显然非常不友好。
只能有头运行、资源占用高、Linux 环境又麻烦，这种限制使得 LiteloaderOneBot 在实际部署中处境非常尴尬。
Windows 低版本NTQQ宿主使用是好选择
LiteloaderOneBot 为 27597 这最后一个没有检测的 NTQQ版本 依然做了适配，对比起只能用 2.x 的 远古版本 Napcat，是有着更多问题修复和 API 支持的，如果你在 Windows 使用 27597 版本的 NTQQ 作为宿主进行部署，实际是比使用 Napcat 要更好一些的选择。
总而言之：Napcat 目前已经集成了较为完善的反检测手段，而 LiteloaderOneBot 仍未解决这些基础性问题。在高版本 NTQQ 上使用 LLOB 存在不小的封号风险。低版本可用且使用体验比 Napcat 好一些，因此，我仅推荐在 Windows 端 在低版本NTQQ 上使用这个项目，其他情况下则不建议使用，因为相比之下，Napcat 在体验与稳定性方面都更胜一筹。
Shamrock 是我另一个非常喜欢的项目，虽然它已经归档不再维护。它也是 Hook 式的实现，但不同于 Napcat 和 LiteloaderOneBot，它修补的是安卓端 QQ 客户端。
由于它使用安卓端 QQ，于是就可以在这个模块以外使用其他模块，通过搭配 QAuxiliary 模块，使用它的 禁用热补丁 和 环境检测 功能，从而实现高稳定性运行。这一套操作下来，Shamrock 的稳定性表现的上限会比使用 NTQQ 的 Hook 项目更好。
- 缺点也很明显：
- 操作复杂：需要 Android 设备，并进行 Root 或使用 LSPatch，安装模块，还要配置保活，会很麻烦，也稍微需要写技术。
- 已归档：不再开发维护，随着时间推移会逐渐不可用，并且 Github 上 Action 内容已经全部过期无法下载。不过，我有对它最后一次 Action 进行存档，感兴趣的话可以在我的杂货铺找到。
总结
根据当前的项目现状和实际需求，我的建议是:
最稳定：在 Linux 环境中部署的 Napcat，是目前稳定性最优的方案。
Windows 环境：目前只有 Lagrange 稳定。如果你有能力，可以用 WSL 或 Docker 部署 Linux 环境的 Napcat。
Linux 环境：**Napcat 是最推荐的项目。其稳定性、性能与操作友好度都很不错。官方提供了一键脚本，小白也能轻松部署与管理，适合体量不大的服务常驻运行。
大体量机器人部署：**需要支持大规模群聊或高并发消息处理的用户，Lagrange 是当前综合能力最强的选择。但请特别注意签名服务对网络条件的敏感性。
Napcat 虽可胜任一定规模，但主要瓶颈在于硬盘 IO。在国内常见的云服务器厂商极易触发性能瓶颈，导致崩溃、消息延迟等问题。
如果你有硬盘IO性能优秀的主机，Napcat 依然可试，但若发现频繁崩溃、回复缓慢等情况，那就意味着 Napcat 会有性能瓶颈，不适合你当前环境。
LiteloaderOneBot：新部署请千万别他妈用。
如果你之前已经部署了 LLOB，并且运行稳定——千万别动。
不要更新 NTQQ 版本，不要动插件，不要点那该死的“升级”。一动就可能戳中腾讯的G点，然后对你疯狂检测，接着你就等着频繁掉线甚至直接死号吧。
如果没有踢号问题，请务必停留在你当前所使用版本！如果想在 WIndows 端 使用，请使用 27597 和它之前版本的 NTQQ 作为宿主！
选择适合自己的项目最重要。不需要过度执着某一方案，也请不要带有滤镜。
这里仅对原理分析，实际因为腾讯这傻逼玩意的存在玄学属性一大堆。
总而言之，能稳定跑、少出问题的，就是好项目。
每个账号的“体质”也不一样——腾讯这抽象检测机制下，有人 Linux Napcat 死号，有人高版本 LLOB 能成为耐活王……所以最靠谱的项目，永远是你亲自试过能跑得稳的那个方案。
希望这篇总结能帮你找到最适合的部署方式，让你的 QQ 机器人稳如老狗！
最后，祝你家 bot 成为耐活王，随一首 See You Again 加速版冲出火葬场！（x）
本文更新时间为 2025 年 4 月 23 日，未来可能会因项目更新或环境变化与我的描述有所出入，但对于协议端和Hook的区别，大体逻辑不会变。希望能帮到你！
[...]在这里你可以查到海豹手册未提及的常见故障。如果你根据本篇内容自查后仍然无法解决问题，再去群里提问，并严格按照提问守则进行提问，不催人，不拍屏，主动给出截屏日志，主动给出更多信息（详细的问题描述，使用的分离项目，你如何进行配置，你的配置文件怎么写的）基础：什么是日志？日志就是 Sealdice 主页显示的内容，以及 Napcat 等分离项目的“黑框”。具体详情请查看 如何提问。日志问题排查须知：日志[...]
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