AWS vs Google Vertex AI Vector Search
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
AWS is the stronger AI pick in Vector Databases: it has a visibility score of 8.2 versus 1.5 for Google Vertex AI Vector Search, and ranks ahead in 100% of the answers that name both.
Choose AWS if…
- You want the brand AI engines rank higher (8.2 vs 1.5)
- You need SOC 1 or SOC 2 or SOC 3 or ISO 27017 or ISO 27018 or ISO 27701 or PCI DSS Level 1 or FedRAMP or DoD SRG or ISO 9001 or ISO 27001 coverage
- Core federation and multi-account management included at no extra charge
- Enterprise-grade reliability and uptime on AWS infrastructure
Choose Google Vertex AI Vector Search if…
No clear advantage in the published data.
AI visibility side by side
Latest weekly run · Nov 2
| Metric | AWS | Google Vertex AI Vector Search |
|---|---|---|
| Visibility score | 8.2% | 1.5% |
| Change vs last week | New | New |
| Rank in Vector Databases | #9 | #21 |
| Share of voice | 2.3% | 0.5% |
| Mentions this run | 11 | 3 |
| Positive in AI answers | 16% | — |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
AWS 0pp · Google Vertex AI Vector Search 0pp over 0 weekly runs.
Engine by engine
AWS leads on 2 of 3 engines
Head to head in AI answers
6 engine answers name both brands
| Prompt | Engine | AWS | Google Vertex AI Vector Search |
|---|---|---|---|
| What should a vector database integrate with? | ChatGPT | #4 | #5 |
| Best vector database for enterprise | ChatGPT | #7 | #8 |
| Which Vector Databases tools offer annual discounts? | ChatGPT | #3 | #4 |
| How much does Databricks cost? | ChatGPT | #2 | #3 |
| How much does Databricks cost? | AI Mode | #2 | #3 |
| How much does Databricks cost? | Perplexity | #2 | #3 |
Features, pricing & fit
| Dimension | AWS | Google Vertex AI Vector Search |
|---|---|---|
| Deployment | — | Fully managed service on Google Cloud |
| Compliance | SOC 1, SOC 2, SOC 3, ISO 27017, ISO 27018, ISO 27701, PCI DSS Level 1, FedRAMP, DoD SRG, ISO 9001, ISO 27001 | — |
| Founded | 2021 | — |
| Headquarters | Seattle, Washington | — |
| Employees | 5,000+ | 5,000+ |
Pros and cons
Themes from the AI answers that mention each brand
AWS
- Core federation and multi-account management included at no extra charge
- Enterprise-grade reliability and uptime on AWS infrastructure
- Pay-as-you-go, usage-based pricing
- Deep integration with the AWS ecosystem and AI tools
- Recognised by analysts such as Gartner and ISG
- Requires strong AWS engineering or technical expertise
Google Vertex AI Vector Search
Profile in progress.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “AWS vs Google Vertex AI Vector Search”, https://slateindex.ai/compare/aws-vs-google-vertex-ai-vector-search, data of Nov 2, 2026. Licence: CC BY 4.0.