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Best MariaDB Enterprise Analytics Alternatives in 2026

#21 of 26 in Columnar Databases

The top MariaDB Enterprise Analytics alternatives are Google BigQuery, Amazon Redshift and ClickHouse Cloud: 15 columnar databases our editors would look at instead of MariaDB Enterprise Analytics, in our ranking order.

7.1/10Editor score
MariaDB Enterprise Analytics7.1 Visit MariaDB

MariaDB Enterprise Analytics: A SQL-first columnar database for distributed enterprise analytics. Where it falls short: pricing is quote-based rather than published.

Switching from MariaDB Enterprise Analytics? For most columnar databases buyers the best MariaDB Enterprise Analytics alternative is Google BigQuery, built for serverless analytics and lakehouse teams. On a budget, ClickHouse Cloud starts at $50/mo.

Why People Look for a MariaDB Enterprise Analytics Alternative

  • Pricing is quote-based rather than published
  • Advanced clustering requires higher-tier plans
  • Enterprise features may exceed simpler analytics needs

Quick Picks by What You Need

All 15 MariaDB Enterprise Analytics Alternatives, Ranked

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.

  1. Best forServerless analytics and lakehouse teams

    • Better than MariaDB Enterprise Analytics:
    • Editor score 9.4 vs 7.1

    A flexible serverless warehouse for teams combining lakehouse analytics, streaming, and ML.

    9.4/10★★★★★
    Try Google BigQuery
  2. Best forAWS-centered enterprise analytics

    • Better than MariaDB Enterprise Analytics:
    • Editor score 9.2 vs 7.1

    A flexible AWS warehouse for analytics, data lakes, streaming, and SQL-based ML.

    9.2/10★★★★★
    Try Amazon Redshift
  3. Best forManaged high-performance columnar analytics

    • Better than MariaDB Enterprise Analytics:
    • Editor score 9.0 vs 7.1

    A managed ClickHouse service for elastic, high-performance analytical workloads.

    From $50/mo · 30-day trial Our ClickHouse Cloud verdict → Try ClickHouse Cloud
    9.0/10★★★★☆
    Try ClickHouse Cloud
  4. Best forOpen-source real-time analytics

    • Better than MariaDB Enterprise Analytics:
    • Editor score 8.9 vs 7.1

    A broad SQL engine for real-time analytics, lakehouse queries, BI, and embedded data products.

    8.9/10★★★★☆
    Visit Apache Doris
  5. StarRocks

    Best forOpen-source lakehouse SQL analytics

    • Better than MariaDB Enterprise Analytics:
    • Editor score 8.8 vs 7.1

    A strong fit for teams building self-hosted, open-source lakehouse analytics.

    8.8/10★★★★☆
    Visit StarRocks
  6. Exasol

    Best forManaged and self-hosted enterprise warehousing

    • Better than MariaDB Enterprise Analytics:
    • Editor score 8.6 vs 7.1

    A flexible columnar warehouse for demanding analytics, lakehouse, and machine-learning workloads.

    Free plan · 30-day trial Our Exasol verdict → Visit Exasol
    8.6/10★★★★☆
    Visit Exasol
  7. Best forMicrosoft-centric enterprise data platforms

    • Better than MariaDB Enterprise Analytics:
    • Editor score 8.5 vs 7.1

    A broad Microsoft cloud analytics platform for warehousing, lakes, streaming, and machine learning.

    8.5/10★★★★☆
    Visit Azure Synapse
  8. Firebolt

    Best forLakehouse analytics with streaming and AI

    • Better than MariaDB Enterprise Analytics:
    • Editor score 8.4 vs 7.1

    A flexible columnar database for teams combining lakehouse analytics, streaming, and AI.

    8.4/10★★★★☆
    Visit Firebolt
  9. Databend

    Best forLow-cost open-source lake analytics

    • Better than MariaDB Enterprise Analytics:
    • Editor score 8.3 vs 7.1

    A flexible lake analytics warehouse with open-source deployment and usage-based cloud pricing.

    Free plan · 30-day trial Our Databend verdict → Visit Databend
    8.3/10★★★★☆
    Visit Databend
  10. Best forReal-time OLAP on high-cardinality data

    • Better than MariaDB Enterprise Analytics:
    • Editor score 8.2 vs 7.1

    A self-hosted columnar database for fast OLAP across streaming and batch data.

    8.2/10★★★★☆
    Visit Apache Druid
  11. Best forOpen-source real-time user-facing analytics

    • Better than MariaDB Enterprise Analytics:
    • Editor score 8.1 vs 7.1

    A self-hosted columnar database for real-time, user-facing analytics.

    8.1/10★★★★☆
    Visit Apache Pinot
  12. Best forHybrid warehouse with elastic compute

    • Better than MariaDB Enterprise Analytics:
    • Editor score 8.0 vs 7.1

    A hybrid warehouse for elastic analytics, streaming ingestion, and PostgreSQL-compatible SQL.

    8.0/10★★★★☆
    Visit Yellowbrick
  13. QuestDB

    Best forOpen-source time-series columnar workloads

    • Better than MariaDB Enterprise Analytics:
    • Editor score 7.9 vs 7.1

    A focused open-source columnar database for time-series ingestion, SQL, and retention.

    7.9/10★★★★☆
    Visit QuestDB
  14. Best forObservability metrics, logs, and traces

    • Better than MariaDB Enterprise Analytics:
    • Editor score 7.8 vs 7.1

    A flexible columnar database for teams consolidating observability data with SQL and PromQL.

    7.8/10★★★★☆
    Visit GreptimeDB
  15. Best forSelf-hosted transactional OLAP storage

    • Better than MariaDB Enterprise Analytics:
    • Editor score 7.7 vs 7.1

    A self-hosted Kudu engine for fast OLAP scans, inserts, updates, and horizontal scaling.

    • Streaming ingestion
    7.7/10★★★★☆
    Visit Apache Kudu

MariaDB Enterprise Analytics Alternatives: Common Questions

What is the best alternative to MariaDB Enterprise Analytics?

Google BigQuery: #1 in our Columnar Databases ranking, with an editor score of 9.4 out of 10. A flexible serverless warehouse for teams combining lakehouse analytics, streaming, and ML.

Is there a free alternative to MariaDB Enterprise Analytics?

Yes. Google BigQuery, Apache Doris, StarRocks, Exasol and Firebolt have a free plan or a free tier (11 of the 15 alternatives on this page).

What is the cheapest paid alternative to MariaDB Enterprise Analytics?

Of the alternatives here that publish a price, ClickHouse Cloud starts lowest, at $50/mo.

Why do people look for MariaDB Enterprise Analytics alternatives?

Pricing is quote-based rather than published; Advanced clustering requires higher-tier plans; Enterprise features may exceed simpler analytics needs.

How do I switch from MariaDB Enterprise Analytics?

Export your data from MariaDB Enterprise Analytics (most tools have an export in their settings). Sign up for the alternative; start on its free plan or trial if it has one. Import your export and set up the integrations your team relies on. Run both side by side for a short while, then cancel MariaDB Enterprise Analytics.

How to Switch from MariaDB Enterprise Analytics

  1. Export your data from MariaDB Enterprise Analytics (most tools have an export in their settings).
  2. Sign up for the alternative; start on its free plan or trial if it has one.
  3. Import your export and set up the integrations your team relies on.
  4. Run both side by side for a short while, then cancel MariaDB Enterprise Analytics.

MariaDB Enterprise Analytics vs Each Alternative

#ToolFree planPaid fromDeployment modelScore
21MariaDB Enterprise AnalyticsHybrid7.1
1Google BigQueryYesFreeCloud9.4
2Amazon RedshiftNo$0.54/unit usage-basedCloud9.2
3ClickHouse CloudNo$50/mo9.0
4Apache DorisYesFree8.9
5StarRocksYesFree8.8
6ExasolYes$25/GB/moHybrid8.6
7Azure Synapse AnalyticsNoCloud8.5
8FireboltYes$0.92/unit usage-basedHybrid8.4
9DatabendYes$23/GB/moHybrid8.3
10Apache DruidFree8.2
11Apache PinotFree8.1
12Yellowbrick Data WarehouseNo$482/unit/yrHybrid8.0
13QuestDBYesFree7.9
14GreptimeDBYes$290/mo7.8
15Apache KuduFreeSelf_hosted7.7

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update