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Head-to-head · Analytical Data Store Software

Teradata VantageCloud vs Apache Doris

  • Updated Oct 2026
  • Both researched from official sources
  • 1 check side by side
Higher score Teradata VantageCloud #4 in Analytical Data Store Software 9.0/10 Free plan · pricing on request Free plan✓ 0 of 2 features Visit Teradata
Apache Doris #6 in Analytical Data Store Software 8.8/10 Free plan Free plan✓ 0 of 2 features Visit Apache Doris

Teradata VantageCloud leads on 0 checks, Apache Doris on 0, and 1 is even. Who comes out ahead on the 1 yes/no, price and count check where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreTeradata VantageCloud · 9.0/10
  • Free planboth

Teradata VantageCloud scores higher on our rubric for analytical data store software: 9.0 against 8.8 out of 10; our editors rank them #4 and #6.

Teradata VantageCloud is the better fit for enterprise lakehouse analytics and ML. Apache Doris is the better fit for teams seeking an open-source real-time analytical store.

  • Teradata VantageCloud fits best

    Enterprise lakehouse analytics and ML

  • Apache Doris fits best

    Teams seeking an open-source real-time analytical store

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Side by side

Feature Teradata VantageCloud 9.0/10 Visit ↗ Apache Doris 8.8/10 Visit ↗
At a glance
Editor score 9.0 8.8
Ranking #4 in Analytical Data Store Software #6 in Analytical Data Store Software
Best for Enterprise lakehouse analytics and ML Teams seeking an open-source real-time analytical store
Pricing model Free plan + paid Free
Starting price $6 usage-based Free plan
Free plan ✓ ✓
Free trial — —
Deployment Cloud Self-hosted
Support Docs Community, Docs
Integrations 7 integrations 50+ integrations
Built for Enterprise, Mid-market Small business, Mid-market, Enterprise
Features Teradata VantageCloud 0/2 · Apache Doris 0/2
SQL support Not checked yet Not checked yet
Cross-account data sharing Not checked yet Not checked yet
Specs
Deployment model Cloud Not checked yet
Storage architecture Not checked yet Not checked yet
Compute scaling Not checked yet Not checked yet
Free storage limit Not checked yet Not checked yet
Our review
Pros
  • Supports Apache Iceberg and Delta Lake in cloud object storage
  • Combines elastic compute with object, block, and backup storage
  • Includes in-database ML, Bring Your Own Model scoring, and ModelOps
  • MPP SQL with MySQL protocol compatibility
  • Combines streaming and CDC ingestion with federated lake queries
  • Materialized views, multiple index types, and embedded analytics support
Cons
  • Pricing is contact-sales, with example pricing limited to AWS US East
  • AWS pricing examples exclude cloud-provider charges
  • Published support channels list documentation
  • Self-hosted deployment means teams manage the deployment themselves
  • Support channels are community and documentation
  • Broad workload coverage may exceed the needs of teams seeking a narrow-purpose store
Our verdict

Teradata VantageCloud combines a relational database engine, elastic compute, cloud storage, analytics, and machine learning for organizations running data warehouse, lakehouse, and AI workloads. Its Lake offering supports Apache Iceberg…

Read the review →

Apache Doris is an open-source, self-hosted analytical database for teams that need real-time analytics, data warehousing, lakehouse queries, observability, or AI workloads. Its MPP distributed query execution and standard SQL through a…

Read the review →
  1. Teradata VantageCloudAnalytical Data Store Software 9.0Free plan · pricing on request
  2. Apache DorisAnalytical Data Store Software 8.8Free plan

Strengths and trade-offs

  • Teradata VantageCloud — where it wins

    • Supports Apache Iceberg and Delta Lake in cloud object storage
    • Combines elastic compute with object, block, and backup storage
    • Includes in-database ML, Bring Your Own Model scoring, and ModelOps

    Where it doesn't

    • Pricing is contact-sales, with example pricing limited to AWS US East
    • AWS pricing examples exclude cloud-provider charges
    • Published support channels list documentation

  • Apache Doris — where it wins

    • MPP SQL with MySQL protocol compatibility
    • Combines streaming and CDC ingestion with federated lake queries
    • Materialized views, multiple index types, and embedded analytics support

    Where it doesn't

    • Self-hosted deployment means teams manage the deployment themselves
    • Support channels are community and documentation
    • Broad workload coverage may exceed the needs of teams seeking a narrow-purpose store
  • Teradata VantageCloud9.0/10 · Free plan · pricing on request

    A cloud lakehouse and analytics platform built for enterprise data and ML workloads.

    Visit TeradataFull verdict →
  • Apache Doris8.8/10 · Free plan

    A self-hosted MPP SQL store spanning streaming ingestion, lake queries, and embedded analytics.

    Visit Apache DorisFull verdict →

More comparisons

All analytical data store software comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update