whichdb
vs

Google BigQuery vs Teradata Vantage

Google BigQuery: Google's serverless, pay-per-query data warehouse built on Dremel and Colossus. Teradata Vantage: The original MPP data warehouse, now VantageCloud with open table formats and in-database analytics.

key differences

  • Google BigQuery is primarily a columnar / OLAP database; Teradata Vantage is relational.
  • Only Google BigQuery has full-text search, vector search, change data capture, ttl / expiry, online schema changes.
  • Only Teradata Vantage has secondary indexes, triggers.
  • Google BigQuery has a serverless option; Teradata Vantage does not.

choose google-bigquery for

  • +Cloud data warehouse on GCP
  • +Marketing and product analytics (GA4 export)
  • +Log and event analytics
  • +Ad-hoc exploration of very large datasets

best at · Warehouse, OLAP, Lakehouse

choose teradata-vantage for

  • +Enterprise data warehouses for banks, retailers and telcos
  • +Complex regulatory and risk reporting
  • +Customer 360 analytics across many subject areas
  • +In-database ML scoring on large datasets

best at · Warehouse, OLAP, Lakehouse

Google BigQueryGoogle's serverless, pay-per-query data warehouse built on Dremel and Colossus.
Teradata VantageThe original MPP data warehouse, now VantageCloud with open table formats and in-database analytics.
overview
Primary model
Columnar / OLAP
Relational
Also supports
Relational, Document, Vector, Spatial
Columnar / OLAP, Spatial, Time-Series
Type
Managed service
Database engine
Status
Active
Active
Developer
Google
Teradata Corporation
First release
2010
1984
Latest version
–
20.00.30.77 (2026)
License
ProprietaryProprietary
ProprietaryProprietary commercial license
Free tier
✓
✓
popularity
WhichDB Score
65.3
38.5
Rank
#12
#51
GitHub stars
–
–
Stack Overflow questions
26.1K
5.6K
scale & guarantees
Comfortable data size
Massive (Multi-PB)
Massive (Multi-PB)
Horizontal scaling
Native
Native
Multi-region
Read replicas
Read replicas
ACID
Full
Full
Consistency
Strong
Strong
Schema
Flexible
Strict
Architecture
Serverless, Distributed, Shared storage
Distributed
deployment
Self-hosted
—
✓
Vendor-managed cloud
✓
✓
Serverless
✓
—
Embedded
—
—
Edge
—
—
Clouds
Google Cloud
AWS, Azure, Google Cloud
capabilities
Transactions
✓
✓
Joins
✓
✓
Secondary indexes
—
✓
Full-text search
✓
—
Vector search
✓
—
Geospatial
✓
✓
JSON
✓
✓
Change data capture
✓
—
Triggers
—
✓
Stored procedures
✓
✓
Materialized views
✓
✓
TTL / expiry
✓
—
Pub/Sub
—
—
Columnar storage
✓
✓
In-memory
—
—
Durable persistence
✓
✓
Compression
✓
✓
Encryption at rest
✓
✓
Role-based access
✓
✓
Time travel
✓
✓
Branching
—
—
Online schema changes
✓
—
Streaming ingest
✓
—
Offline sync
—
—
Runs in WebAssembly
—
—
interfaces
Query languages
GoogleSQL, Legacy SQL, Python (BigQuery DataFrames)
SQL (Teradata SQL), SPL
Client languages
Python, Java, Go, JavaScript, C#, Ruby, PHP
Python, Java, JavaScript, C#, Go, R, C
Best for
Warehouse, OLAP, Lakehouse, Real-time analytics
Warehouse, OLAP, Lakehouse, Real-time analytics
Add more to this comparisonNot sure either fits? Try smart match

Google BigQuery vs Teradata Vantage: FAQ

What is the difference between Google BigQuery and Teradata Vantage?

Google BigQuery: Google's serverless, pay-per-query data warehouse built on Dremel and Colossus. Teradata Vantage: The original MPP data warehouse, now VantageCloud with open table formats and in-database analytics. Google BigQuery is primarily a columnar / OLAP database; Teradata Vantage is relational. Only Google BigQuery has full-text search, vector search, change data capture, ttl / expiry, online schema changes. Only Teradata Vantage has secondary indexes, triggers.

When should I choose Google BigQuery over Teradata Vantage?

Choose Google BigQuery for cloud data warehouse on GCP; marketing and product analytics (GA4 export); and log and event analytics. Choose Teradata Vantage for enterprise data warehouses for banks, retailers and telcos; complex regulatory and risk reporting; and customer 360 analytics across many subject areas.

Is Google BigQuery or Teradata Vantage more popular?

Google BigQuery ranks #12 on the WhichDB Score (65.3/100) and Teradata Vantage ranks #51 (38.5/100). Popularity is not fit: check the requirements that matter for your project.

Are Google BigQuery and Teradata Vantage open source?

No. Google BigQuery is proprietary, closed-source software. No. Teradata Vantage is proprietary, closed-source software.