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The AI stack

The whole five-layer mapL3InfrastructureL4Models & toolingL5Applications

Categories

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About

How we rank & score
Best of · 5 tools ranked

The best BI & dashboards

Every option ranked — open-source, self-hostable, and commercial — by our transparent Sovereignty Score, with honest trade-offs so you choose what fits you, not us.

Charts on top of the warehouse. Priced per viewer, which means the cost of letting people see a number rises with how many people you want to see it.

L5Applications — layer 5 of the AI stack
  1. 1

    Metabase

    Top pickOpen source

    The one non-technical colleagues actually use without training.

    Open-source edition free and self-hostable. Cloud and enterprise tiers are paid. · in our Tableau comparison →

    88
    sovereignty
    What is Metabase? →
  2. 2

    Evidence

    Open source

    Dashboards as Markdown and SQL, versioned in Git.

    Free and open source. Evidence Cloud is an optional paid hosted tier. · in our Tableau comparison →

    94
    sovereignty
    What is Evidence? →
  3. 3

    Apache Superset

    Open source

    Enterprise BI under Apache Software Foundation governance.

    Free and open source. Managed offerings available from Preset and others. · in our Tableau comparison →

    93
    sovereignty
    What is Apache Superset? →
  4. 4

    Lightdash

    Open source

    BI that reads your dbt models, so metrics are defined once.

    Open-source core free and self-hostable. Lightdash Cloud is paid. · in our Tableau comparison →

    87
    sovereignty
    What is Lightdash? →
  5. 5

    Microsoft Power BI

    Commercial

    A fifth of Tableau's per-seat price, if you are already on Microsoft.

    Power BI Pro about $14/user/month; Premium and Fabric capacity considerably more. Checked 2026-08-04. · in our Tableau comparison →

    28
    sovereignty
    What is Microsoft Power BI? →

Replacing a specific tool?

Head-to-head comparisons for each popular bi & dashboards product.

Alternatives to Tableau

5 vetted options · top pick Metabase

Straight head-to-heads

Two bi & dashboards tools, side by side — verified facts and a plain verdict.

Metabase vs Evidence→Metabase vs Apache Superset→Metabase vs Lightdash→Metabase vs Microsoft Power BI→Evidence vs Apache Superset→Evidence vs Lightdash→Evidence vs Microsoft Power BI→Apache Superset vs Lightdash→Apache Superset vs Microsoft Power BI→Lightdash vs Microsoft Power BI→
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