自托管网站统计与数据分析
网站统计脚本会收集访客数据，使用第三方服务还涉及隐私合规和 Cookie 同意弹窗。自托管统计工具把数据留在自己的数据库里，很多工具不使用 Cookie，脚本也比 Google Analytics 轻得多。
如何选择
- 是否无 Cookie、是否符合 GDPR，能否省掉 Cookie 同意弹窗
- 需要简单的访问统计，还是事件、漏斗、用户分群、会话回放等产品分析
- 数据库与资源占用：PostgreSQL、ClickHouse 等，流量大时的扩展性
推荐软件
共 40 个，按社区推荐次数、评分和点赞排序
All-in-one Analytics Solution. Setup in 30 seconds. Display all your data on an AI-powered dashboard. Fully self-hostable and GDPR compliant.
SigNoz is an open-source, OpenTelemetry-native observability platform for your team and their AI agents. Get logs, metrics, and traces in one tool with features like APM, distributed tracing, log management, infra monitoring, etc. Combined with SigNoz MCP and a native AI teammate (in SigNoz Cloud) it helps you build more resilient apps.
Open-source, self-hosted logs and traces with full-text search directly on S3-compatible object storage.
Real time mobile and web analytics, crash reporting and push notifications platform.
Fair, lightweight and open web analytics tool. Gain insights while your users have full access to their data.
Schedule posts, track the performance of your content, and manage all your social media accounts in one place (Alternative to Buffer, Hootsuite, Sprout Social).
Session replay, cobrowsing and product analytics you can self-host. Best for reproducing issues and iterating on your product.
Social media management, analytics, and reporting platform supporting nine social media networks out-of-the-box.
A privacy-focused and progressive analytics service based on Grafana.
Simple, open-source, lightweight (< 1 KB) and privacy-friendly web analytics.