Chroma 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
Chroma is the stronger AI pick in Vector Databases: it has a visibility score of 18.6 versus 1.5 for Google Vertex AI Vector Search, and ranks ahead in 0% of the answers that name both.
Choose Chroma if…
- You want the brand AI engines rank higher (18.6 vs 1.5)
- You need a self-hosted or on-premises option
- You need SOC 2 Type II coverage
- Fast path from local notebook prototyping to serverless cloud production
Choose Google Vertex AI Vector Search if…
- You prefer a larger, established vendor (5,000+ employees)
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Chroma | Google Vertex AI Vector Search |
|---|---|---|
| Visibility score | 18.6% | 1.5% |
| Change vs last week | New | New |
| Rank in Vector Databases | #6 | #21 |
| Share of voice | 6.8% | 0.5% |
| Mentions this run | 32 | 3 |
| Positive in AI answers | 50% | — |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Chroma 0pp · Google Vertex AI Vector Search 0pp over 0 weekly runs.
Engine by engine
Chroma leads on 3 of 3 engines
Head to head in AI answers
1 engine answers name both brands
| Prompt | Engine | Chroma | Google Vertex AI Vector Search |
|---|---|---|---|
| Which Vector Databases tools offer annual discounts? | ChatGPT | #9 | #4 |
Features, pricing & fit
| Dimension | Chroma | Google Vertex AI Vector Search |
|---|---|---|
| Pricing model | Usage-based | — |
| Entry price | Free; paid from $250 / mo | — |
| Free plan | Yes | — |
| Deployment | Open-source self-hosted, serverless managed Chroma Cloud, or Bring Your Own Cloud in the customer's VPC. | Fully managed service on Google Cloud |
| Compliance | SOC 2 Type II | — |
| Support | Community support through Discord and the open-source community on the Starter plan, Slack support on the Team plan, Dedicated support and customized SLAs on the Enterprise plan | — |
| Founded | 2022 | — |
| Headquarters | San Francisco, CA, United States | — |
| Employees | 11–50 | 5,000+ |
| Funding | Seed · $18M raised | — |
| Best for | Developers building retrieval-augmented generation prototypes, who get a fast start locally, and teams that later need a managed or self-hosted search system. | — |
Plans side by side
Google Vertex AI Vector Search
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
Chroma
- Fast path from local notebook prototyping to serverless cloud production
- Free and open source when self-hosted
- Lightweight and developer-friendly for prototypes
- Best for local development, prototyping and MVPs
- Good for small-to-medium RAG and semantic search applications
- Not suited to high-scale production workloads
Google Vertex AI Vector Search
Profile in progress.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Chroma vs Google Vertex AI Vector Search”, https://slateindex.ai/compare/chroma-vs-google-vertex-ai-vector-search, data of Nov 2, 2026. Licence: CC BY 4.0.