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Head-to-head · Analytical Data Store Software

Google BigQuery vs Teradata VantageCloud

  • Updated Oct 2026
  • Both researched from official sources
  • 1 check side by side
Higher score Google BigQuery #1 in Analytical Data Store Software 9.4/10 Free plan Free plan✓ 0 of 2 features Visit Google Cloud
Teradata VantageCloud #4 in Analytical Data Store Software 9.0/10 Free plan · pricing on request Free plan✓ 0 of 2 features Visit Teradata

Google BigQuery leads on 0 checks, Teradata VantageCloud 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 scoreGoogle BigQuery · 9.4/10
  • Free planboth

Google BigQuery scores higher on our rubric for analytical data store software: 9.4 against 9.0 out of 10; our editors rank them #1 and #4.

Google BigQuery is the better fit for teams building serverless analytics across data sources. Teradata VantageCloud is the better fit for enterprise lakehouse analytics and ML.

  • Google BigQuery fits best

    Teams building serverless analytics across data sources

  • Teradata VantageCloud fits best

    Enterprise lakehouse analytics and ML

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Side by side

Feature Google BigQuery 9.4/10 Visit ↗ Teradata VantageCloud 9.0/10 Visit ↗
At a glance
Editor score 9.4 9.0
Ranking #1 in Analytical Data Store Software #4 in Analytical Data Store Software
Best for Teams building serverless analytics across data sources Enterprise lakehouse analytics and ML
Pricing model Free Free plan + paid
Starting price Free $6 usage-based
Free plan ✓ ✓
Free trial — —
Deployment Cloud Cloud
Platforms Web Web
Support Docs, Live chat, Phone, Tickets, Community Docs
Integrations 10 integrations 7 integrations
Built for Small business, Mid-market, Enterprise Enterprise, Mid-market
Features Google BigQuery 0/2 · Teradata VantageCloud 0/2
SQL support Not checked yet Not checked yet
Cross-account data sharing Not checked yet Not checked yet
Specs
Deployment model Cloud Cloud
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
  • Scale storage and compute independently for different workloads
  • Query external sources and ingest streaming data
  • Use SQL for analytics and BigQuery ML workflows
  • 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
Cons
  • Usage-based query charges depend on data scanned
  • Storage and ingestion can add separate charges
  • Cloud deployment may not suit teams seeking another hosting model
  • Pricing is contact-sales, with example pricing limited to AWS US East
  • AWS pricing examples exclude cloud-provider charges
  • Published support channels list documentation
Our verdict

Google BigQuery is a fully managed, serverless cloud data warehouse for organizations that need to store, query, and analyze large datasets. Its SQL analytics, data engineering, business intelligence, data science, and real-time analytics…

Read the review →

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 →
  1. Google BigQueryAnalytical Data Store Software 9.4Free plan
  2. Teradata VantageCloudAnalytical Data Store Software 9.0Free plan · pricing on request

Strengths and trade-offs

  • Google BigQuery — where it wins

    • Scale storage and compute independently for different workloads
    • Query external sources and ingest streaming data
    • Use SQL for analytics and BigQuery ML workflows

    Where it doesn't

    • Usage-based query charges depend on data scanned
    • Storage and ingestion can add separate charges
    • Cloud deployment may not suit teams seeking another hosting model

  • 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
  • Google BigQuery9.4/10 · Free plan

    A flexible SQL analytics store with separate storage and compute and a free tier.

    Visit Google CloudFull verdict →
  • 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 →

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