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Dev tools · alternatives · 2026

24 alternatives to Open-source template for end-to-end streaming analytics

To help my future self, I decided to build a repository in which I can quickly deploy an end-to-end modern analytics pipeline, from ingestion to fast analytics and business dashboards, including data exploration, time-series forecasting, and monitoring of the stack. Of course, all the components are open source, and you can use this template as a stepping stone for your near-realtime streaming analytics. What's the inspiration? I’ve been working with streaming analytics for a long time. I’ve done not-too-stale analytics with a RDBMs incremental query and a spreadsheet, gone over the…

This is an open-source template for deploying a complete streaming analytics pipeline using open-source components. It enables users to build near-real-time analytics systems from data ingestion through dashboards… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Open-source template for end-to-end streaming analytics launched in 2024; newer entries below may have overtaken it.

  1. 1

    An easy way to build analytics dashboards and applications

    2019 · cube.dev · its alternatives →

  2. 2

    Build your own Google Analytics alternative

    2020 · github.com · its alternatives →

  3. 3
    Vizzu▲225

    Open-source JS library to build animated charts with ease

    2022 · vizzu.io · its alternatives →

  4. 4PN

    We've been hard at work for a few weeks and thought it's time for another update. In case you missed our first post, PostgresML is an end-to-end machine learning solution, running alongside your favorite database. This time we have more of a suite offering: project management, visibility into the datasets and the deployment pipeline decision making. Let us know what you think! Demo link is on the page, and also here: https://demo.postgresml.org

    2022 · postgresml.org · its alternatives →

  5. 5
    Open SaaS▲505

    Open-source & 100% free React & Node.js SaaS starter

    2024 · github.com · its alternatives →

  6. 6

    Open-source modern charting library 📊

    2018 · its alternatives →

  7. 7

    Hey folks, I'm building a free and open-source monorepo template for "production-grade Next.js apps". Basically everything you need to go from "new idea" to "Series A level product" very quickly. It's almost at 500 stars on GitHub so I thought I might share it here. It comes pre-configured with analytics, auth, a blog, dark mode, transactional email, feature flags, monitoring, ORM + database, payments and heaps more. It's quite opinionated but very fast and very neat. I hope it helps you make something awesome.

    2025 · next-forge.com · its alternatives →

  8. 8

    Every data pipeline job I had to tackle required quite a few components to set up: - One tool to ingest data - Another one to transform it - If you wanted to run Python, set up an orchestrator - If you need to check the data, a data quality tool Let alone this being hard to set up and taking time, it is also pretty high-maintenance. I had to do a lot of infra work, and while this being billable hours for me I didn’t enjoy the work at all. For some parts of it, there were nice solutions like dbt, but in the end for an end-to-end workflow, it didn’t work. That’s why I decided to build an…

    2024 · github.com · its alternatives →

  9. 9
    Cube.js▲502

    An open source analytics framework 📊

    2019 · github.com · its alternatives →

  10. 10

    The best open-source alternatives for you next maker project

    2020 · opensourcestash.com · its alternatives →

  11. 11
    Render▲318

    Hey HN, I'm Anurag, founder and CEO of Render, a cloud for application developers. We've just launched Render Workflows, a way to define durable tasks by decorating plain TypeScript or Python functions and running them on Render without operating queues, worker pools, retry logic, and state management. Code example below [1]. The use cases we have in mind include agent loops, ETL/data pipelines, billing flows, and other long-running jobs. The model is simple: mark an existing function as a Task, deploy the repo as a Workflow, then trigger runs from your application code or via our API.…

    2019 · render.com · its alternatives →

  12. 12

    Measure your startup like a pro w/ spreadsheets made by CFOs

    2022 · equals.com · its alternatives →

  13. 13
    QuestDB▲194

    Fastest open source database for time-series and analytics

    2020 · questdb.com · its alternatives →

  14. 14

    Open Analytics is a privacy-first Google Analytics alternative: realtime visitors, funnels and revenue attribution from one lightweight, cookieless script. GDPR-friendly with no consent banner. Open source and self-hostable.

    Aug 2026 · getopen.so · its alternatives →

  15. 15

    We are building Quary (https://quary.dev), an engineer-first BI/analytics product. You can find our repo at https://github.com/quarylabs/quary and our website at https://www.quary.dev/. There’s a demo video here: https://www.youtube.com/watch?v=o3hO65_lkGU As engineers who have worked on data at startups and Amazon, we were frustrated by self-serve BI tools. They seemed dumbed down and they always required us to abandon our local dev tools we know and love (e.g. copilot, git). For us and for everyone we speak to, they end up…

    2024 · github.com · its alternatives →

  16. 16VO

    vizzu - Library for animated data visualizations and data stories

    2021 · lib.vizzuhq.com · its alternatives →

  17. 17

    Create a curated directory of websites in just a few seconds

    2020 · github.com · its alternatives →

  18. 18
    ROAARRR▲182

    Hey HN, I built ROAARRR because most analytics tools make it hard to get clear answers. You spend hours setting up dashboards and connecting data, but you still don’t really know what drives growth. ROAARRR brings your key data together and shows your funnel from awareness to revenue. You can track product activity, create charts for specific events, and see how changes affect retention and revenue. It’s free to try today. I’d love your feedback, especially on what feels confusing or missing.

    Nov 2025 · roaarrr.app · its alternatives →

  19. 19

    Deploy a Datadog alternative for your app in minutes

    2025 · tinybird.co · its alternatives →

  20. 20

    Hey HN! I want to share a new open source project I've been working on called Trench (https://trench.dev). It's open source analytics infrastructure for tracking events, page views, and identifying users, and it's built on top of ClickHouse and Kafka. https://github.com/frigadehq/trench I built Trench because the Postgres table we used for tracking events at our startup (http://frigade.com/) was getting expensive and becoming a performance bottleneck as we scaled to millions of end users. Many companies run into the same problem as us (e.g.…

    2024 · github.com · its alternatives →

  21. 21

    Open-source reporting platform to build and share live dashboards from APIs, SQL and NoSQL databases, with powerful AI assistant, scheduling, and embeddable charts 📈📊 - chartbrew/chartbrew

    2021 · github.com · its alternatives →

  22. 22OO

    Hi! One of the creators here. Very proud to finally be able to show you what we've been working on for over a year now. Curious to hear your thoughts! Objectiv is open-source (APLv2) product analytics infrastructure. It's built around a generic but strict event taxonomy, open/common data- and infra tools (currently PG, snowplow, working on bigquery with more to come), and the analyses are done using our pandas-like, SQL speaking modeling library called Bach. As a result, we’re moving towards a vision wherein models can be shared openly, independent of product, platform[1] or data…

    2022 · objectiv.io · its alternatives →

  23. 23

    Manage your leads, forecast revenue and close deals for free

    2019 · salesflare.com · its alternatives →

  24. 24

    End-to-end Grafana streaming datasource example. Contribute to seanlaff/simple-streaming-datasource development by creating an account on GitHub.

    2019 · github.com · its alternatives →

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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →