Chroma vs SingleStore
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 0.6 for SingleStore, and ranks ahead in 100% of the answers that name both.
Choose Chroma if…
- You want the brand AI engines rank higher (18.6 vs 0.6)
- AI answers describe it more positively (50% vs 0% positive)
- You need a self-hosted or on-premises option
- You need SOC 2 Type II coverage
Choose SingleStore if…
- You want a lower entry price ($0.99 vs $250)
- You need ISO/IEC 27001 or SOC 2 Type 2 or HIPAA or GDPR or CCPA or Privacy Shield or PCI DSS v4.0.1 coverage
- You prefer a larger, established vendor (201–500 employees)
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Chroma | SingleStore |
|---|---|---|
| Visibility score | 18.6% | 0.6% |
| Change vs last week | New | New |
| Rank in Vector Databases | #6 | #26 |
| Share of voice | 6.8% | 0.4% |
| Mentions this run | 32 | 2 |
| Positive in AI answers | 50% | 0% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Chroma 0pp · SingleStore 0pp over 0 weekly runs.
Engine by engine
Chroma leads on 3 of 3 engines
Head to head in AI answers
2 engine answers name both brands
| Prompt | Engine | Chroma | SingleStore |
|---|---|---|---|
| Alternatives to the most popular vector database | Perplexity | #5 | #11 |
| Official website of the top vector database vendors | ChatGPT | #4 | #13 |
Features, pricing & fit
| Dimension | Chroma | SingleStore |
|---|---|---|
| Pricing model | Usage-based | Usage-based |
| Entry price | Free; paid from $250 / mo | Free; paid from $0.99 / mo |
| Free plan | Yes | Yes |
| Deployment | Open-source self-hosted, serverless managed Chroma Cloud, or Bring Your Own Cloud in the customer's VPC. | Managed cloud service on AWS, Azure and Google Cloud, plus self-managed deployments and a bring-your-own-cloud option |
| Compliance | SOC 2 Type II | ISO/IEC 27001, SOC 2 Type 2, HIPAA, GDPR, CCPA, Privacy Shield, PCI DSS v4.0.1 |
| 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 | Self-support on the free tier, Standard Support on paid tiers, Talk to a specialist, Technical support request |
| Founded | 2022 | 2011 |
| Headquarters | San Francisco, CA, United States | San Francisco, CA |
| Employees | 11–50 | 201–500 |
| Funding | Seed · $18M raised | Series F-2 (led by Goldman Sachs) · $558M 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. | Teams building real-time applications, analytics and AI features that need live data without copies |
Plans side by side
SingleStore
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
SingleStore
Profile in progress.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Chroma vs SingleStore”, https://slateindex.ai/compare/chroma-vs-singlestore, data of Nov 2, 2026. Licence: CC BY 4.0.