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Trino alternatives: 6 apps ranked by verified data

Facts checked Nov 8, 2026AppBreakup editorialHow we rankAll data warehouses and analytics databases

Top picks

  • Google BigQuery logo

    Best overall

    Google BigQuery

    Starting price: $6.25 per TiB scanned (on-demand)

  • ClickHouse logo

    Best free option

    ClickHouse

    Free trial: 30 days with $300 credits

  • DuckDB logo

    Best open source

    DuckDB

    Open source

Common reasons people leave Trino: not a transactional database or a storage layer on its own, and self-managed clusters need tuning and operations skills. We ranked 6 alternatives by how directly each one replaces Trino, then by reviews, real visits and how recently each app's facts were checked against its own website. Google BigQuery currently ranks first.

Quick comparison

#AppPricingVerified priceOpen sourcePlatformsVerified factsScore
1Google BigQuery logoGoogle BigQueryFree plan + paid$6.25 per TiB scanned (on-demand)NoWeb4 of 476.8
2ClickHouse logoClickHouseOpen source30 days with $300 creditsNoWeb, Linux, macOS +15 of 574.4
3Databricks logoDatabricksPaid—NoWeb4 of 468.8
4Snowflake logoSnowflakePaid—NoWeb4 of 464.8
5DuckDB logoDuckDBOpen source—YesWindows, macOS, Linux +15 of 557.5
6Amazon Redshift logoAmazon RedshiftPaid$0.543 per hour (provisioned)NoWeb4 of 455.9
  1. Google BigQuery logo

    1. Google BigQueryTop pick

    Best for: Teams on Google Cloud or GA4 who want a warehouse with no servers to manage

    Free plan + paidWeb

    76.8

    score / 100

    Why switch from Trino

    Serverless SQL warehouse that can also query external tables in Cloud Storage.

    Pros

    • Fully serverless, with nothing to size or keep running
    • Monthly free query and storage allowance for small projects
    • Native exports from Google Analytics 4 and other Google products
    • Machine learning models can be trained in plain SQL

    Cons

    • 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
    Visit Google BigQuery Compare with TrinoDetails and reviews
    How this score is calculated
    Editorial fit ×0.377
    Reviews ×0.363
    Clicks (90 days) ×0.15100
    Freshness ×0.15100
    Votes ×0.150

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

    Is Google BigQuery a good Trino alternative?

    Verified facts

    4 of 4 verified
    Serverless
    Yes
    Checked Nov 8, 2026cloud.google.com(opens source in a new tab)
    Free query allowance
    First 1 TiB per month
    Checked Nov 8, 2026cloud.google.com(opens source in a new tab)
    Starting price
    $6.25 per TiB scanned (on-demand)
    Checked Nov 8, 2026cloud.google.com(opens source in a new tab)
    Free storage
    First 10 GiB per month
    Checked Nov 8, 2026cloud.google.com(opens source in a new tab)
  2. ClickHouse logo

    2. ClickHouse

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

    Open sourceWeb, Linux, macOS, Self-hosted

    74.4

    score / 100

    Why switch from Trino

    Open-source column store that's very fast for real-time analytics on data you load into it.

    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 Details and reviews
    How this score is calculated
    Editorial fit ×0.369
    Reviews ×0.363
    Clicks (90 days) ×0.15100
    Freshness ×0.15100
    Votes ×0.150

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

    Is ClickHouse a good Trino 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 Nov 8, 2026clickhouse.com(opens source in a new tab)
    Free trial
    30 days with $300 credits
    Checked Nov 8, 2026clickhouse.com(opens source in a new tab)
    Pricing model
    Compute and storage metered separately
    Checked Nov 8, 2026clickhouse.com(opens source in a new tab)
    Cloud providers
    AWS, Google Cloud, Azure
    Checked Nov 8, 2026clickhouse.com(opens source in a new tab)
  3. Databricks logo

    3. Databricks

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

    PaidWeb

    68.8

    score / 100

    Why switch from Trino

    Managed lakehouse with Spark SQL and Photon, so there's no query cluster to run yourself.

    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 Compare with TrinoDetails and reviews
    How this score is calculated
    Editorial fit ×0.3100
    Reviews ×0.363
    Clicks (90 days) ×0.150
    Freshness ×0.15100
    Votes ×0.150

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

    Is Databricks a good Trino alternative?

    Verified facts

    4 of 4 verified
    Pricing model
    Pay as you go, no up-front cost
    Checked Nov 8, 2026databricks.com(opens source in a new tab)
    Billing unit
    Databricks Unit (DBU)
    Checked Nov 8, 2026databricks.com(opens source in a new tab)
    Free trial
    Yes
    Checked Nov 8, 2026databricks.com(opens source in a new tab)
    Cloud charges
    Billed separately by your cloud provider
    Checked Nov 8, 2026databricks.com(opens source in a new tab)
  4. Snowflake logo

    4. Snowflake

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

    PaidWeb

    64.8

    score / 100

    Why switch from Trino

    Fully managed cloud warehouse with storage included and little tuning to do.

    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 TrinoDetails and reviews
    How this score is calculated
    Editorial fit ×0.387
    Reviews ×0.363
    Clicks (90 days) ×0.150
    Freshness ×0.15100
    Votes ×0.150

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

    Is Snowflake a good Trino alternative?

    Verified facts

    4 of 4 verified
    Pricing model
    Consumption-based
    Checked Nov 8, 2026snowflake.com(opens source in a new tab)
    Editions
    Standard, Enterprise, Business Critical
    Checked Nov 8, 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)
  5. DuckDB logo

    5. DuckDB

    Best for: Analysts and data engineers who want fast SQL over local or cloud files without running a database server

    Open sourceSelf-hostableWindows, macOS, Linux, Web

    57.5

    score / 100

    Why switch from Trino

    In-process SQL engine that queries Parquet and CSV files locally with no cluster at all.

    Pros

    • Runs in-process with no server to install or manage
    • Queries CSV, JSON, Parquet and Iceberg files directly
    • Clients for Python, R, Java, Node.js, Go, Rust and more
    • MIT licence, governed by an independent foundation

    Cons

    • Not built for many concurrent writers or high-volume transactional apps
    • Single-machine engine; scaling beyond one host needs other tools or a hosted service
    • No built-in GUI; you need a client tool or notebook for visual work
    Visit DuckDB Details and reviews
    How this score is calculated
    Editorial fit ×0.363
    Reviews ×0.363
    Clicks (90 days) ×0.150
    Freshness ×0.15100
    Votes ×0.150

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

    Is DuckDB a good Trino alternative?

    Verified facts

    5 of 5 verified
    License
    MIT
    Checked Nov 1, 2026github.com(opens source in a new tab)
    Governance
    DuckDB Foundation
    Checked Nov 1, 2026duckdb.org(opens source in a new tab)
    Deployment
    In-process
    Checked Nov 8, 2026duckdb.org(opens source in a new tab)
    File formats
    CSV, JSON, Parquet, Iceberg
    Checked Nov 1, 2026duckdb.org(opens source in a new tab)
    Latest version
    2.0.0 LTS
    Checked Nov 1, 2026duckdb.org(opens source in a new tab)
  6. Amazon Redshift logo

    6. Amazon Redshift

    Best for: Teams on AWS that want a managed SQL warehouse integrated with their other AWS services

    PaidWeb

    55.9

    score / 100

    Why switch from Trino

    AWS-managed warehouse, with Redshift Spectrum for querying data in S3.

    Pros

    • Serverless option bills compute per second
    • Queries data in S3 directly with Spectrum
    • Deep integration with IAM and other AWS services
    • Standard SQL that common BI tools support

    Cons

    • Runs only on AWS
    • Usage-based pricing can be hard to forecast
    • Provisioned clusters need sizing and tuning
    Visit Amazon Redshift Details and reviews
    How this score is calculated
    Editorial fit ×0.357
    Reviews ×0.363
    Clicks (90 days) ×0.150
    Freshness ×0.15100
    Votes ×0.150

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

    Is Amazon Redshift a good Trino alternative?

    Verified facts

    4 of 4 verified
    Free trial
    $300 credit for 90 days
    Checked Nov 8, 2026aws.amazon.com(opens source in a new tab)
    Starting price
    $0.543 per hour (provisioned)
    Checked Nov 8, 2026aws.amazon.com(opens source in a new tab)
    Serverless price
    From $1.50 per hour
    Checked Nov 8, 2026aws.amazon.com(opens source in a new tab)
    Billing
    Per second, 60-second minimum
    Checked Nov 8, 2026aws.amazon.com(opens source in a new tab)

The best Trino alternative for…

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

Google BigQuery logo

Best Trino alternative for most people

Google BigQuery

Serverless SQL warehouse that can also query external tables in Cloud Storage.

ClickHouse logo

Best Trino alternative for a free option

ClickHouse

Open-source column store that's very fast for real-time analytics on data you load into it.

Google BigQuery logo

Best Trino alternative for a free plan you can upgrade

Google BigQuery

Serverless SQL warehouse that can also query external tables in Cloud Storage.

DuckDB logo

Best Trino alternative for open source

DuckDB

In-process SQL engine that queries Parquet and CSV files locally with no cluster at all.

DuckDB logo

Best Trino alternative for self-hosting

DuckDB

In-process SQL engine that queries Parquet and CSV files locally with no cluster at all.

ClickHouse logo

Best Trino alternative for Mac

ClickHouse

Open-source column store that's very fast for real-time analytics on data you load into it.

DuckDB logo

Best Trino alternative for Windows

DuckDB

In-process SQL engine that queries Parquet and CSV files locally with no cluster at all.

ClickHouse logo

Best Trino alternative for Linux

ClickHouse

Open-source column store that's very fast for real-time analytics on data you load into it.

Databricks logo

Best Trino alternative for working in the browser

Databricks

Managed lakehouse with Spark SQL and Photon, so there's no query cluster to run yourself.

Trino alternatives: common questions

What is the best alternative to Trino?

Google BigQuery ranks first right now. Serverless SQL warehouse that can also query external tables in Cloud Storage. ClickHouse and Databricks follow it in our ranking.

Trino vs Google BigQuery: what's the difference?

Trino is free and open source; Google BigQuery is free with paid plans. Trino is open source and Google BigQuery is not. Only Trino runs on Linux. Only Google BigQuery runs on Web.

Is Trino free?

Trino is free and open source.

How much do Trino alternatives cost?

Verified prices for the top-ranked Trino alternatives: Google BigQuery, $6.25 per TiB scanned (on-demand); ClickHouse, 30 days with $300 credits; Amazon Redshift, $0.543 per hour (provisioned). Each price was checked on the app's own site; see each card below for the date and source.

Is there a free alternative to Trino?

Yes. Google BigQuery (free plan + paid), ClickHouse (open source) and DuckDB (open source) have a free option. Check each app's verified facts for current plan limits.

Is there an open-source alternative to Trino?

Yes: DuckDB. DuckDB can also be self-hosted.

Which Trino alternatives work on Linux?

ClickHouse and DuckDB run on Linux.

Why do people switch from Trino?

The complaints we hear most: not a transactional database or a storage layer on its own; self-managed clusters need tuning and operations skills; no official managed service from the project itself.

How is this list ranked?

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