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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
1Snowflake logoSnowflakePaidNoWeb4 of 466.5
2Databricks logoDatabricksPaidNoWeb4 of 462.6
3ClickHouse logoClickHouseOpen sourceNoWeb, Linux, macOS +15 of 559.6
  1. Snowflake logo

    1. SnowflakeTop pick

    Best for: Companies that want a managed, governed warehouse shared across many teams and clouds

    PaidWeb

    66.5

    score / 100

    Why switch from Google BigQuery

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

    Pros

    • Little infrastructure or tuning work compared with running your own database
    • Separate compute warehouses stop teams from slowing each other down
    • Built-in data sharing and marketplace across accounts
    • Runs on AWS, Azure and Google Cloud

    Cons

    • Consumption billing can get expensive without close monitoring
    • No self-hosted or open-source edition
    • Slower than ClickHouse for sub-second, high-concurrency dashboards
    Visit Snowflake Compare with Google BigQueryDetails and reviews
    How this score is calculated
    Editorial fit ×0.3100
    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 Snowflake a good Google BigQuery alternative?

    Verified facts

    4 of 4 verified
    Pricing model
    Consumption-based
    Checked Oct 30, 2026snowflake.com(opens source in a new tab)
    Editions
    Standard, Enterprise, Business Critical
    Checked Oct 30, 2026snowflake.com(opens source in a new tab)
    Time Travel
    Yes
    Checked Oct 30, 2026snowflake.com(opens source in a new tab)
    Encryption
    Automatic encryption of all data
    Checked Oct 30, 2026snowflake.com(opens source in a new tab)
  2. Databricks logo

    2. Databricks

    Best for: Data engineering and ML teams that want SQL, Spark and model training on one platform

    PaidWeb

    62.6

    score / 100

    Why switch from Google BigQuery

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

    Pros

    • Data stays in open formats in your own cloud storage
    • Covers ETL, SQL analytics and machine learning in one place
    • Available on AWS, Azure and Google Cloud

    Cons

    • Billing in DBUs plus separate cloud compute charges is hard to predict
    • Steeper learning curve than a pure SQL warehouse
    • Overkill for teams that only need BI dashboards
    Visit Databricks Details and reviews
    How this score is calculated
    Editorial fit ×0.387
    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 Databricks a good Google BigQuery alternative?

    Verified facts

    4 of 4 verified
    Pricing model
    Pay as you go, no up-front cost
    Checked Nov 1, 2026databricks.com(opens source in a new tab)
    Billing unit
    Databricks Unit (DBU)
    Checked Nov 1, 2026databricks.com(opens source in a new tab)
    Free trial
    Yes
    Checked Nov 1, 2026databricks.com(opens source in a new tab)
    Cloud charges
    Billed separately by your cloud provider
    Checked Nov 1, 2026databricks.com(opens source in a new tab)
  3. ClickHouse logo

    3. ClickHouse

    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.