Best Self-hosted Data & Analytics tools in 2026

Open-source, agent-based monitoring platform delivering per-second metrics, edge ML anomaly detection, tiered time-series storage and centralized cloud UI.

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Datadog Cloud Monitoring+16

Grafana is an open source observability and data visualization platform for querying, graphing, and alerting on metrics, logs, and traces across many data sources.

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Grafana Cloud+19

Apache Superset is an open-source BI platform for SQL-based data exploration, interactive dashboards, and rich visualizations with a no-code chart builder and SQL editor.

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Apache Superset (Managed Cloud)+18

Prometheus is an open-source monitoring and time-series database for collecting metrics, querying with PromQL, and alerting on system and application health.

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Datadog Cloud Monitoring+17

Open-source Airtable alternative that turns Postgres/MySQL/SQLite into a no-code spreadsheet UI with views, permissions, integrations, and REST APIs.

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Airtable+10

Meilisearch is a lightning-fast search engine API for apps and websites, offering typo-tolerant full-text search plus vector and AI-ready hybrid retrieval.

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Algolia+16

Huginn is an open-source automation platform that runs agents to monitor web data, process events, and trigger actions — self-hosted and extensible.

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IFTTT+17

Metabase is an open-source BI and embedded analytics tool for querying databases, building dashboards, and sharing reports with permissions, alerts, and embedding.

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Metabase Cloud+19

Open-source OLAP database designed for real-time analytics at scale.

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ClickHouse Cloud+11

Build and deploy internal tools, admin panels, and dashboards with a low-code UI builder that connects to databases and APIs and supports JavaScript logic and Git workflo...

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Retool+14

ToolJet is an open-source low-code platform to build and deploy internal tools, dashboards, and workflows with integrations for databases, APIs, and SaaS apps.

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Retool+19

Umami is an open-source, privacy-friendly web and product analytics platform—an alternative to Google Analytics—with fast dashboards, events, and insights.

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Google Analytics+19

Open-source, API-first commerce backend with modular architecture for custom storefronts and marketplaces.

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Medusa Cloud+15

Hasura is an open-source GraphQL engine that instantly exposes realtime, secure GraphQL APIs over databases and other data sources with fine-grained access control.

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Hasura+16

Self-hostable product analytics platform with web analytics, session replay, feature flags, experiments, and data warehouse/CDP capabilities.

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Mixpanel+19

InfluxDB is an open source time-series database for high-ingest metrics and event data, enabling fast queries for monitoring, dashboards, and real-time analytics.

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InfluxDB Cloud+5

Open source BI tool to connect to many data sources, run SQL/NoSQL queries, build visualizations and dashboards, share insights, and set alerts and scheduled refreshes.

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Redash+19

Self-hosted tool to collect and preserve webpages, media, and bookmarks in durable formats (HTML, PDF, WARC, MP4) with a CLI, web UI, and search.

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Internet Archive Wayback Machine+3

Declarative, API-first orchestration platform for scheduled and event-driven workflows with a plugin ecosystem, UI editor, CI/CD and Terraform integration.

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Dagster Cloud+16

SearXNG is a privacy-respecting metasearch engine that aggregates results from many search services without tracking or profiling users.

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Google Search+6

Typesense is a developer-friendly search engine for instant, typo-tolerant search-as-you-type with faceting, filtering, geo search, and vector/semantic search APIs.

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Algolia+19

Valkey is an open-source, Redis-compatible key/value datastore optimized for caching, queues, and other real-time workloads, with clustering, replication, and extensibili...

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Redis Cloud+4

Open-source, lightweight web analytics with a simple dashboard, privacy-first metrics, and goal/conversion tracking as an alternative to Google Analytics.

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Google Analytics+13

Dub is an open-source link attribution platform for branded short links, real-time analytics, conversion tracking, webhooks, and affiliate/referral programs.

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Bitly+9

Open-source, browser-based low-code platform and Node.js runtime for wiring devices, APIs and services into event-driven flows for automation, IoT and integrations.

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IFTTT+13

Langfuse is an open-source LLM engineering platform for tracing, metrics, evaluations, datasets, and prompt management to debug and improve AI applications.

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LangSmith+7

Open-source observability pipeline to collect, transform, and route logs and metrics with a single, high-performance binary and programmable transforms.

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Elastic Logstash+13

Matomo is an open-source web and app analytics platform that provides real-time insights, customizable dashboards, and privacy controls with full data ownership.

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Google Analytics+14

Open-source IoT platform for device management, telemetry collection, rule-based processing, alarms, and real-time dashboards using standard IoT protocols.

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ThingsBoard Cloud+10

Teable is an Airtable alternative for building database apps with a spreadsheet UI, multiple views, real-time collaboration, and a plugin system, backed by PostgreSQL.

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Airtable+11