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Google BigQuery alternatives: 3 apps ranked by verified data

Facts checked Nov 1, 2026AppBreakup editorialHow we rank

Common reasons people leave Google BigQuery: tied to Google Cloud; there is no self-hosted version, and on-demand billing by data scanned can surprise teams that query wide tables. We ranked 3 alternatives by how directly each one replaces Google BigQuery, then by reviews, real visits and how recently each app's facts were checked against its own website. Snowflake currently ranks first.

Quick comparison

#AppPricingOpen sourcePlatformsVerified factsScore
1ClickHouse logoClickHouseOpen sourceNoWeb, Linux, macOS +15 of 559.6
  1. ClickHouse logo

    1. ClickHouseTop pick

    Best for: Engineering teams building real-time dashboards, observability or analytics over billions of rows

    Open sourceWeb, Linux, macOS, Self-hosted

    59.6

    score / 100

    Why switch from Google BigQuery

    Open source and faster for real-time dashboards, with predictable cost when self-hosted.

    Pros

    • Very fast aggregations over large tables, suited to live dashboards
    • Apache 2.0 open source, so it can be self-hosted at no licence cost
    • Strong compression keeps storage costs down
    • Managed cloud option on AWS, Google Cloud and Azure

    Cons

    • Schema and table-engine choices need care to get good performance
    • Updates, deletes and large joins are weaker than in general-purpose warehouses
    • Self-hosting a cluster takes real operational work
    Visit ClickHouse Compare with Google BigQueryDetails and reviews
    How this score is calculated
    Editorial fit ×0.377
    Reviews ×0.363
    Clicks (90 days) ×0.150
    Freshness ×0.1585
    Votes ×0.150

    0 counted reviews, 0 up and 0 down votes. Full formula

    Is ClickHouse a good Google BigQuery alternative?

    Verified facts

    5 of 5 verified
    License
    Apache-2.0
    Checked Oct 29, 2026github.com(opens source in a new tab)
    Open source
    Yes
    Checked Oct 29, 2026clickhouse.com(opens source in a new tab)
    Free trial
    30 days with $300 credits
    Checked Oct 29, 2026clickhouse.com(opens source in a new tab)
    Pricing model
    Compute and storage metered separately
    Checked Oct 29, 2026clickhouse.com(opens source in a new tab)
    Cloud providers
    AWS, Google Cloud, Azure
    Checked Oct 29, 2026clickhouse.com(opens source in a new tab)

The best Google BigQuery alternative for…

The highest-ranked app in this list for each need.

Snowflake logo

Best Google BigQuery alternative for most people

Snowflake

Runs on AWS, Azure or Google Cloud, so it avoids lock-in to a single cloud provider.

ClickHouse logo

Best Google BigQuery alternative for a free option

ClickHouse

Open source and faster for real-time dashboards, with predictable cost when self-hosted.

ClickHouse logo

Best Google BigQuery alternative for Mac

ClickHouse

Open source and faster for real-time dashboards, with predictable cost when self-hosted.

ClickHouse logo

Best Google BigQuery alternative for Linux

ClickHouse

Open source and faster for real-time dashboards, with predictable cost when self-hosted.

Databricks logo

Best Google BigQuery alternative for working in the browser

Databricks

Adds Spark, notebooks and ML tooling for teams that do heavy data engineering too.

Google BigQuery alternatives: common questions

What is the best alternative to Google BigQuery?

Snowflake ranks first right now. Runs on AWS, Azure or Google Cloud, so it avoids lock-in to a single cloud provider. Databricks and ClickHouse follow it in our ranking.

Is there a free alternative to Google BigQuery?

Yes. ClickHouse (open source) has a free option. Check each app's verified facts for current plan limits.

Is there an open-source alternative to Google BigQuery?

None of the 3 alternatives in this list is open source.

Which Google BigQuery alternatives work on Linux?

ClickHouse runs on Linux.

Why do people switch from Google BigQuery?

The complaints we hear most: tied to Google Cloud; there is no self-hosted version; on-demand billing by data scanned can surprise teams that query wide tables; less control over performance tuning than with your own cluster.

How is this list ranked?

Every app is scored with the same published formula: how directly it replaces Google BigQuery, reviews (weighted by verification), visits from AppBreakup, how recently its facts were checked against its own website, and reader votes.