Google Vertex AI Vector Search vs LanceDB
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
LanceDB is the stronger AI pick in Vector Databases: it has a visibility score of 5.7 versus 1.5 for Google Vertex AI Vector Search, and ranks ahead in 0% of the answers that name both.
Choose Google Vertex AI Vector Search if…
- You prefer a larger, established vendor (5,000+ employees)
Choose LanceDB if…
- You want the brand AI engines rank higher (5.7 vs 1.5)
- You need SOC 2 Type II or HIPAA or GDPR coverage
- Open-source, serverless vector database
- Embeds directly into applications and notebooks
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Google Vertex AI Vector Search | LanceDB |
|---|---|---|
| Visibility score | 1.5% | 5.7% |
| Change vs last week | New | New |
| Rank in Vector Databases | #21 | #11 |
| Share of voice | 0.5% | 2.8% |
| Mentions this run | 3 | 13 |
| Positive in AI answers | — | 31% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Google Vertex AI Vector Search 0pp · LanceDB 0pp over 0 weekly runs.
Engine by engine
LanceDB leads on 3 of 3 engines
Head to head in AI answers
1 engine answers name both brands
| Prompt | Engine | Google Vertex AI Vector Search | LanceDB |
|---|---|---|---|
| Which Vector Databases tools offer annual discounts? | ChatGPT | #4 | #11 |
Features, pricing & fit
| Dimension | Google Vertex AI Vector Search | LanceDB |
|---|---|---|
| Deployment | Fully managed service on Google Cloud | Open-source edition embedded in the application; LanceDB Cloud serverless; Enterprise in the customer's own cloud. |
| Compliance | — | SOC 2 Type II, HIPAA, GDPR |
| Support | — | Contact form, with a reply promised within 48 hours |
| Founded | — | 2022 |
| Headquarters | — | San Francisco, California |
| Employees | 5,000+ | 11–50 |
| Funding | — | Series A |
| Best for | — | Feature teams building production AI applications with vector search and multimodal data. |
Pros and cons
Themes from the AI answers that mention each brand
Google Vertex AI Vector Search
Profile in progress.
LanceDB
- Open-source, serverless vector database
- Embeds directly into applications and notebooks
- Free local install without cloud signup
- Seamless embedded or lakehouse table use
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Google Vertex AI Vector Search vs LanceDB”, https://slateindex.ai/compare/google-vertex-ai-vector-search-vs-lancedb, data of Nov 2, 2026. Licence: CC BY 4.0.