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Yellowbrick alternatives: 6 apps ranked by verified data

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

Top picks

  • ClickHouse logo

    Best overall

    ClickHouse

    Free trial: 30 days with $300 credits

  • Exasol logo

    Best free option

    Exasol

    Free plan + paid

Common reasons people leave Yellowbrick: no free tier; you also pay your own infrastructure bills, and you operate the deployment, unlike fully managed SaaS warehouses. We ranked 6 alternatives by how directly each one replaces Yellowbrick, then by reviews, real visits and how recently each app's facts were checked against its own website. ClickHouse currently ranks first.

Quick comparison

#AppPricingVerified priceOpen sourcePlatformsVerified factsScore
1ClickHouse logoClickHouseOpen source30 days with $300 creditsNoWeb, Linux, macOS +15 of 574.4
2Snowflake logoSnowflakePaid—NoWeb4 of 468.8
3Teradata logoTeradataPaid—NoWeb, Self-hosted4 of 464.8
4Amazon Redshift logoAmazon RedshiftPaid$0.543 per hour (provisioned)NoWeb4 of 461.8
5Exasol logoExasolFree plan + paid—NoSelf-hosted5 of 557.5
6Databricks logoDatabricksPaid—NoWeb4 of 455.9
  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

    74.4

    score / 100

    Why switch from Yellowbrick

    Open-source columnar database you can self-host free, or use as a managed cloud service.

    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 Yellowbrick 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)
  2. Snowflake logo

    2. Snowflake

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

    PaidWeb

    68.8

    score / 100

    Why switch from Yellowbrick

    Fully managed SaaS warehouse with no infrastructure to run and a huge partner ecosystem.

    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 Details 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 Snowflake a good Yellowbrick 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)
  3. Teradata logo

    3. Teradata

    Best for: Large regulated enterprises that need one warehouse across cloud and on-premises

    PaidSelf-hostableWeb, Self-hosted

    64.8

    score / 100

    Why switch from Yellowbrick

    Long-established enterprise warehouse with hybrid deployment, for very large regulated workloads.

    Pros

    • Runs on AWS, Azure, Google Cloud or on-premises
    • Supports air-gapped and sovereign deployments
    • Fixed + Flex pricing gives a predictable baseline cost
    • Mature at running many concurrent enterprise workloads

    Cons

    • No public price list; pricing goes through a specialist
    • Built for large enterprises, heavy for small data teams
    • Smaller community and third-party ecosystem than Snowflake or Databricks
    Visit Teradata Details 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 Teradata a good Yellowbrick alternative?

    Verified facts

    4 of 4 verified
    Clouds
    AWS, Microsoft Azure, Google Cloud
    Checked Nov 8, 2026teradata.com(opens source in a new tab)
    On-premises
    Yes, including air-gapped
    Checked Nov 2, 2026teradata.com(opens source in a new tab)
    Pricing model
    Fixed + Flex
    Checked Nov 2, 2026teradata.com(opens source in a new tab)
    Billing unit
    Teradata Unit
    Checked Nov 8, 2026teradata.com(opens source in a new tab)
  4. Amazon Redshift logo

    4. Amazon Redshift

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

    PaidWeb

    61.8

    score / 100

    Why switch from Yellowbrick

    AWS's managed warehouse, simpler if your data and tools already live in AWS.

    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 ×0.377
    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 Yellowbrick 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)
  5. Exasol logo

    5. Exasol

    Best for: Enterprises needing fast BI queries with on-premises or sovereign cloud deployment

    Free plan + paidSelf-hosted

    57.5

    score / 100

    Why switch from Yellowbrick

    In-memory analytics database that also deploys on-premises or in your own cloud.

    Pros

    • In-memory MPP engine built for fast analytical queries
    • Deploys on-premises, on Kubernetes or in major clouds
    • Python, R and Java UDFs run inside the database
    • Free Exasol Personal edition with no data size limit

    Cons

    • Enterprise pricing isn't published
    • Free edition only runs in your own AWS account
    • Smaller community and tooling ecosystem than Snowflake or ClickHouse
    Visit Exasol 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 Exasol a good Yellowbrick alternative?

    Verified facts

    5 of 5 verified
    Free edition
    Exasol Personal
    Checked Nov 8, 2026exasol.com(opens source in a new tab)
    Free edition hosting
    Your own AWS account
    Checked Nov 8, 2026exasol.com(opens source in a new tab)
    Architecture
    In-memory MPP
    Checked Nov 8, 2026exasol.com(opens source in a new tab)
    Deployment
    AWS, Azure, GCP, Kubernetes, on-prem
    Checked Nov 8, 2026exasol.com(opens source in a new tab)
    In-database ML
    Python, R and Java
    Checked Nov 8, 2026exasol.com(opens source in a new tab)
  6. Databricks logo

    6. Databricks

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

    PaidWeb

    55.9

    score / 100

    Why switch from Yellowbrick

    Lakehouse platform that combines SQL warehousing with data engineering and machine learning.

    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 ×0.357
    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 Databricks a good Yellowbrick 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)

The best Yellowbrick alternative for…

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

ClickHouse logo

Best Yellowbrick alternative for most people

ClickHouse

Open-source columnar database you can self-host free, or use as a managed cloud service.

ClickHouse logo

Best Yellowbrick alternative for a free option

ClickHouse

Open-source columnar database you can self-host free, or use as a managed cloud service.

Exasol logo

Best Yellowbrick alternative for a free plan you can upgrade

Exasol

In-memory analytics database that also deploys on-premises or in your own cloud.

Teradata logo

Best Yellowbrick alternative for self-hosting

Teradata

Long-established enterprise warehouse with hybrid deployment, for very large regulated workloads.

ClickHouse logo

Best Yellowbrick alternative for Mac

ClickHouse

Open-source columnar database you can self-host free, or use as a managed cloud service.

ClickHouse logo

Best Yellowbrick alternative for Linux

ClickHouse

Open-source columnar database you can self-host free, or use as a managed cloud service.

Snowflake logo

Best Yellowbrick alternative for working in the browser

Snowflake

Fully managed SaaS warehouse with no infrastructure to run and a huge partner ecosystem.

Yellowbrick alternatives: common questions

What is the best alternative to Yellowbrick?

ClickHouse ranks first right now. Open-source columnar database you can self-host free, or use as a managed cloud service. Snowflake and Teradata follow it in our ranking.

Yellowbrick vs ClickHouse: what's the difference?

Yellowbrick is a paid product; ClickHouse is free and open source. Verified prices: Yellowbrick $613 per vCPU/year (1 year), ClickHouse 30 days with $300 credits. Only ClickHouse runs on Web, Linux and macOS.

Is Yellowbrick free?

Yellowbrick is a paid product. Subscription price: $613 per vCPU/year (1 year); On-demand price: $0.28 per vCPU/hour. Checked on Yellowbrick's own site, November 2026.

How much do Yellowbrick alternatives cost?

Verified prices for the top-ranked Yellowbrick alternatives: 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 Yellowbrick?

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

Is there an open-source alternative to Yellowbrick?

None of the 6 alternatives in this list is open source.

Which Yellowbrick alternatives work on Linux?

ClickHouse runs on Linux.

Why do people switch from Yellowbrick?

The complaints we hear most: no free tier; you also pay your own infrastructure bills; you operate the deployment, unlike fully managed SaaS warehouses; smaller ecosystem and community than Snowflake or BigQuery.

How is this list ranked?

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