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Data & Analytics

Data Analytics software

BI and analytics platforms for dashboards, self-service reporting and data exploration.

Vendors to know
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Data Analytics vendors to know

Established leaders, challengers, newer entrants and the tools practitioners recommend to each other. Being listed is not a ranking or an endorsement, and no vendor paid to appear.

  • Microsoft Power BI

    Established leader

    Named a Leader in the 2026 Gartner Magic Quadrant for Analytics and Business Intelligence Platforms for the nineteenth consecutive year.

    Official site

  • Tableau

    Salesforce

    Established leader

    Visualization-first BI platform placed in the Leaders quadrant of the 2026 Gartner Magic Quadrant for Analytics and BI Platforms; known for handling billion-row datasets.

    Official site

  • Looker

    Google Cloud

    Established leader

    Semantic-modeling BI platform (LookML) placed in the Leaders quadrant of the 2026 Gartner Magic Quadrant for Analytics and BI Platforms.

    Official site

  • Qlik

    Established leader

    Associative analytics engine named a Leader in the 2026 Gartner Magic Quadrant for Analytics and Business Intelligence Platforms for the 16th consecutive year.

    Official site

  • ThoughtSpot

    Established leader

    Search- and AI-driven analytics platform placed in the Leaders quadrant of the 2026 Gartner Magic Quadrant for Analytics and BI Platforms.

    Official site

  • Amazon QuickSight

    Amazon Web Services

    Challenger

    AWS-native, serverless BI service with Q generative-AI querying, placed in the Leaders quadrant of the 2026 Gartner BI Magic Quadrant.

    Official site

  • Sigma Computing

    Emerging

    Cloud-native, spreadsheet-interface BI platform that raised an $80 million Series E at a $3 billion valuation in May 2026 to build out agentic analytics.

    Official site

  • Domo

    Challenger

    Cloud-based BI and data-app platform holding multiple 2026 G2 leader badges including Business Intelligence Leader in the mid-market category.

    Official site

  • Metabase

    Community favourite

    Open-source BI tool powering dashboards at over 60,000 organizations, praised for shipping AI and governance features free even in the open-source edition.

    Official site

  • Apache Superset

    Apache Software Foundation

    Emerging

    Open-source BI and visualization tool with 63,000-plus GitHub stars, used in production at Airbnb, Dropbox and Lyft for SQL-heavy analytics.

    Official site

Reviews for this category are in progress.