Updated August 2026
    Crowded · 63/100

    Open Source Analytics: 38 Projects Compared

    Every open-source analytics project we track, scored on maintenance, momentum and licence — so you can tell the live competitors from the abandoned repositories.

    TL;DR • open source analytics • as of August 2026

    Analytics has 38 open-source implementations in this dataset, of which 18 show real momentum and 5 are dormant or abandoned. The leader is Superset with 74k stars against a category median of 1.8k — roughly 42x the typical project. Saturation score 63/100: Crowded. Free, maintained alternatives already dominate this category.

    38
    Implementations
    18
    Real momentum
    5
    Dormant or dead
    47%
    Maintained rate

    Should you build a analytics product?

    Crowded · 63/100
    38 implementations · leader 42x the median

    Assume every prospect can find a free version in five minutes. Your wedge has to be something open source structurally cannot deliver: compliance, support SLAs, managed hosting at scale, or a workflow the maintainers refuse to build.

    The practical test in this category: Superset is the reference implementation at 74k stars, and 18 of 38 projects are still shipping. A buyer evaluating you will find at least one maintained free option, so your pricing and positioning have to answer "why not self-host Superset?" in the first minute.

    The projects that actually compete

    • Superset — replaces PowerBI, Tableau, Mode Analytics74k stars · 4656 commits/12mo
    • Metabase — replaces Tableau, Power BI, DataStudio, Business intelligence49k stars · 6108 commits/12mo
    • Umami — replaces Web analytics38k stars · 1179 commits/12mo
    • PostHog — replaces Amplitude, MixPanel, Product analytics38k stars · 28196 commits/12mo
    • Postiz — replaces Buffer, Hootsuite35k stars · 988 commits/12mo

    All 38 open-source analytics projects

    Superset

    Alternative to PowerBI, Tableau, Mode Analytics

    74k

    Modern data exploration and visualization platform.

    Actively maintained
    Real momentum
    Apache-2.0

    Metabase

    Alternative to Tableau, Power BI, DataStudio, Business intelligence

    49k

    Easy way for everyone in your company to ask questions and learn from data.

    Actively maintained
    Real momentum
    AGPL-3.0

    Umami

    Alternative to Web analytics

    38k

    Simple, fast, privacy-focused alternative to Google Analytics.

    Actively maintained
    Real momentum
    MIT

    PostHog

    Alternative to Amplitude, MixPanel, Product analytics

    38k

    Product analytics, session recording, feature flagging and a/b testing that you can self-host (alternative to Mixpanel, Amplitude, Heap, HotJar, Optimizely).

    Actively maintained
    Real momentum
    MIT

    Postiz

    Alternative to Buffer, Hootsuite

    35k

    Schedule posts, track the performance of your content, and manage all your social media accounts in one place (Alternative to Buffer, Hootsuite, Sprout Social).

    Actively maintained
    Real momentum
    AGPL-3.0

    Redash

    Analytics

    29k

    Connect and query your data sources, build dashboards to visualize data and share them with your company.

    Actively maintained
    Real momentum
    BSD-2-Clause

    Matomo

    Alternative to Google Analytics, Web analytics

    22k

    Web analytics that protects your data and your customers' privacy (alternative to Google Analytics).

    Actively maintained
    Real momentum
    GPL-3.0

    Rybbit

    Analytics

    13k

    Web and products analytics that is easy to setup and more intuitive (alternative to Google Analytics).

    Actively maintained
    Real momentum
    AGPL-3.0

    RudderStack

    Alternative to Segment

    4.5k

    Collect, unify, transform, and store your customer data, and route it to a wide range of common, popular marketing, sales, and product tools (alternative to Segment).

    Actively maintained
    Real momentum
    Elastic-2.0

    Litlyx

    Analytics

    1.7k

    All-in-one Analytics Solution. Setup in 30 seconds. Display all your data on an AI-powered dashboard. Fully self-hostable and GDPR compliant.

    Dormant
    Apache-2.0

    Middleware

    Analytics

    1.6k

    Tool designed to help engineering leaders measure and analyze the effectiveness of their teams using the DORA metrics.

    Slowing down
    Apache-2.0

    Socioboard

    Analytics

    1.5k

    Social media management, analytics, and reporting platform supporting nine social media networks out-of-the-box.

    Dormant
    GPL-3.0

    Shaper

    Analytics

    1.2k

    Build Data Dashboards all in SQL. Powered by DuckDB.

    Actively maintained
    Real momentum
    MPL-2.0

    Offen

    Analytics

    979

    Fair, lightweight and open web analytics tool. Gain insights while your users have full access to their data.

    Slowing down
    Apache-2.0

    Medama Analytics

    Analytics

    638

    Privacy-first website analytics. Tiny, simple, and cookie-free.

    Actively maintained
    Real momentum
    Apache-2.0, MIT

    AWStats

    Analytics

    434

    Generate statistics from web, streaming, ftp or mail server logfiles.

    Dormant
    GPL-3.0

    Daily Stars Explorer

    Analytics

    398

    Track GitHub repo trends with daily star insights to see growth and community interest over time.

    Actively maintained
    MIT

    EDA

    Analytics

    204

    Web application for data analysis and visualization.

    Actively maintained
    AGPL-3.0

    Liwan

    Analytics

    199

    Privacy-first web analytics.

    Actively maintained
    Apache-2.0

    Prisme Analytics

    Alternative to Web analytics

    127

    Privacy-focused and progressive analytics service based on Grafana.

    Dormant
    AGPL-3.0, MIT

    HitKeep

    Analytics

    81

    Privacy-first web analytics with goals, funnels, ecommerce tracking, and team management in a single binary with embedded DuckDB (alternative to Google Analytics, Plausible, Umami).

    Actively maintained
    MIT

    Swetrix

    Analytics

    72

    Ultimate, open-source web analytics to satisfy all your needs.

    Actively maintained
    AGPL-3.0

    ANALOG

    Analytics

    47

    A minimal analytics tool. Tracks events in a span of 10-30 days.

    Actively maintained
    MIT

    d8a.tech

    Analytics

    16

    A data collection service that works with your existing Google Analytics setup to capture user activity and send it straight to your own private database.

    Actively maintained
    MIT

    Statistics for Strava

    Analytics

    6

    Statistics dashboard generated from Strava data.

    Actively maintained
    AGPL-3.0

    Apache Superset

    Alternative to Tableau

    Enterprise-ready business intelligence web application.

    Not verified

    Matomo

    Alternative to Google Analytics

    Empowering People Ethically 🚀 — Matomo is hiring! Join us → https://matomo.org/jobs Matomo is the leading open-source alternative to Google Analytics, giving you complete control and built-in privacy.

    Not verified

    Metabase

    Alternative to Tableau

    The simplest, fastest way to get business intelligence and analytics throughout your company.

    Not verified

    Plausible

    Alternative to Google Analytics

    Simple, open source, lightweight and privacy-friendly web analytics alternative to Google Analytics.

    Not verified

    PostHog

    Alternative to Google Analytics

    🦔 PostHog is an all-in-one developer platform for building successful products. We offer product analytics, web analytics, session replay, error tracking, feature flags, experimentation, surveys, data

    Not verified

    How to compete when a free version already exists

    Why 'someone already built it' is the wrong conclusion

    Existence is not competition. A project competes with you only if it is maintained, findable, deployable by your buyer and licensed for their use. Most projects fail at least one of those tests. Run all four before you shelve an idea — or before you assume you have a clear run.

    • Maintained: commits in the last twelve months and a recent release.
    • Findable: your buyer can discover it without knowing the project name.
    • Deployable: the buyer's team can actually run it without a platform engineer.
    • Licensed: the licence permits the use your buyer needs.

    How stars mislead founders

    Stars are a lifetime counter with no decay, so a project abandoned in 2022 still looks like a leader in 2026. In this dataset 149 projects are dormant, abandoned or archived, and several of them sit in the top decile by stars. Sort by momentum and commit activity instead — popularity tells you the project was once interesting, maintenance tells you whether it will still be there when your customer needs a bug fixed.

    The self-hosting cost buyers forget to count

    When a prospect says 'we could just self-host the free one', they are usually comparing your price against zero. The real comparison is your price against hosting, upgrades, backups, security patching, integration work and the engineer hours behind all of it. Quantifying that number is the single most effective response to a free-alternative objection — and it is more persuasive coming with a spreadsheet than with a feature list.

    • Infrastructure: compute, storage, backups, monitoring.
    • Upgrades: breaking releases, migration work, dependency drift.
    • Security: patching, access control, audit trails, compliance evidence.
    • Opportunity cost: engineer time not spent on your buyer's actual product.

    Licences decide business models

    Founders treat licensing as a legal footnote and then discover it dictates strategy. Permissive licences allow closed commercial forks, which is why so many managed services exist around MIT and Apache projects — and also why your differentiation cannot be the code itself. Copyleft licences, especially AGPL, remove the closed-wrapper option entirely, which reduces competition but restricts you too. Source-available licences exist precisely to stop the wrapper business.

    Open source competition: common questions

    How do I know if my startup idea already exists as open source?

    Search this database by category and by the commercial product you would replace. It covers 1665 projects across 130 categories, each mapped to the paid tool it substitutes. If your category shows a "Crowded" verdict, a maintained free version almost certainly exists and your positioning has to account for it.

    Does an open-source alternative mean I should not build my product?

    No. It means free is your price anchor. Plenty of large companies were built next to a good open-source project — the ones that failed were the ones selling the same job at a price the free tool made indefensible. Find the part of the job the project deliberately does not do, and sell that.

    What does the saturation score mean?

    Each category gets a 0–100 score built from three inputs: how many implementations exist, what share of them are still actively maintained, and how far ahead the leading project is compared with the category median. 62+ is Crowded, 38–61 Contested, under 38 Open. 11 categories are Crowded and 88 are Open.

    How is 'real momentum' calculated?

    A project has momentum when it committed code in most of the last twelve months, shipped a release recently and is not archived. 736 of 1665 projects qualify. This is the single most useful filter here — it strips out the popular-but-dead repositories that make a category look more competitive than it is.

    Can I use an open-source project commercially?

    It depends entirely on the licence. MIT, Apache and BSD let you build and sell closed products on top. GPL and AGPL require derivative work to stay open, and AGPL extends that to network use, which blocks most SaaS wrappers. BSL, SSPL and Commons Clause are source-available, not open source, and usually restrict competing commercial use outright.

    Validate before you build in a crowded category

    IdeaProof scores your idea against real competitors, market size and 1,000+ documented startup failures in about two minutes.

    Validate your idea free