BigQueryFully managed, serverless enterprise data warehouse from Google Cloud
vs
TeradataTurn intelligence into autonomous action
Comparison · Data Warehouse · weekly run Nov 3
BigQuery vs Teradata
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
BigQuery is the stronger AI pick in Data Warehouse: it has a visibility score of 63.6 versus 5.7 for Teradata, and ranks ahead in 100% of the answers that name both.
Choose BigQuery if…
- You want the brand AI engines rank higher (63.6 vs 5.7)
- AI answers describe it more positively (41% vs 36% positive)
- You need SOC 1 or SOC 2 or SOC 3 or ISO/IEC 27001 or HIPAA or NIST 800-53 or NIST 800-171 or IRAP or GDPR or Cyber Essentials coverage
- Serverless, highly scalable data warehouse
Choose Teradata if…
- You need a self-hosted or on-premises option
- You need SOC 2 Type II or TX-RAMP or ISO/IEC 27001:2022 or IRAP PROTECTED or FedRAMP Ready at Moderate impact level on AWS coverage
- Suited to large, highly regulated enterprise environments
- Mature SQL workload management and hybrid deployment options
AI visibility side by side
Latest weekly run · Nov 3
| Metric | BigQuery | Teradata |
|---|---|---|
| Visibility score | 63.6% | 5.7% |
| Change vs last week | New | New |
| Rank in Data Warehouse | #2 | #16 |
| Share of voice | 12% | 2.5% |
| Mentions this run | 67 | 14 |
| Positive in AI answers | 41% | 36% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
BigQuery 0pp · Teradata 0pp over 0 weekly runs.
Engine by engine
BigQuery leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
BigQueryTeradata
Head to head in AI answers
14 engine answers name both brands
14BigQuery ranked higher
0Teradata ranked higher
| Prompt | Engine | BigQuery | Teradata |
|---|---|---|---|
| How do companies store and query business data at scale without a dedicated tool? | AI Mode | #2 | #4 |
| What are the best data warehouse tools in 2026? | AI Mode | #4 | #8 |
| What are the best data warehouse tools in 2026? | Perplexity | #3 | #10 |
| Best data warehouse for enterprise | Perplexity | #6 | #8 |
| Which data warehouse has the best reviews? | ChatGPT | #3 | #5 |
| Which data warehouse has the best reviews? | AI Mode | #3 | #4 |
| Which data warehouse has the best reviews? | Perplexity | #3 | #4 |
| Compare the leading data warehouse platforms | Perplexity | #2 | #11 |
| Alternatives to the most popular data warehouse | Perplexity | #2 | #13 |
| Which data warehouse vendors do analysts recommend? | ChatGPT | #3 | #9 |
| Which data warehouse vendors do analysts recommend? | AI Mode | #3 | #8 |
| Which data warehouse vendors do analysts recommend? | Perplexity | #2 | #8 |
Features, pricing & fit
| Dimension | BigQuery | Teradata |
|---|---|---|
| Deployment | Serverless, runs only on Google Cloud | Cloud, on-premises and hybrid |
| Compliance | SOC 1, SOC 2, SOC 3, ISO/IEC 27001, HIPAA, NIST 800-53, NIST 800-171, IRAP, GDPR, Cyber Essentials | SOC 2 Type II, TX-RAMP, ISO/IEC 27001:2022, IRAP PROTECTED, FedRAMP Ready at Moderate impact level on AWS |
| Founded | — | 1979 |
| Headquarters | — | San Diego, California |
| Employees | — | 5,000+ |
Pros and cons
Themes from the AI answers that mention each brand
BigQuery
- Serverless, highly scalable data warehouse
- Free tier suited to small teams and light workloads
- Easy to start with low operational overhead
- Built-in ML and AI capabilities
- Strong fit for Google Cloud-centric teams
- Bills are hard to predict
Teradata
- Suited to large, highly regulated enterprise environments
- Mature SQL workload management and hybrid deployment options
- Strong for complex, governed enterprise workloads
- Good fit for modernizing existing Teradata environments
- High PeerSpot enterprise-warehouse rating
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “BigQuery vs Teradata”, https://slateindex.ai/compare/bigquery-vs-teradata, data of Nov 3, 2026. Licence: CC BY 4.0.