Actian VectorAI DB vs Qdrant
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Qdrant is the stronger AI pick in Vector Databases: it has a visibility score of 60.5 versus 4.1 for Actian VectorAI DB, and ranks ahead in 75% of the answers that name both.
Choose Actian VectorAI DB if…
- You need SOC 2 Type II (Actian Data Platform and Data Intelligence Platform) or ISO/IEC 27001:2022 (Actian Corporation) coverage
- You prefer a larger, established vendor (501–1,000 employees)
- Free Community Edition available
- 30-day full-featured trial offered
Choose Qdrant if…
- You want the brand AI engines rank higher (60.5 vs 4.1)
- AI answers describe it more positively (68% vs 50% positive)
- You need a self-hosted or on-premises option
- You need SOC 2 Type 2 or HIPAA coverage
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Actian VectorAI DB | Qdrant |
|---|---|---|
| Visibility score | 4.1% | 60.5% |
| Change vs last week | New | New |
| Rank in Vector Databases | #15 | #2 |
| Share of voice | 1.4% | 13.4% |
| Mentions this run | 6 | 63 |
| Positive in AI answers | 50% | 68% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Actian VectorAI DB 0pp · Qdrant 0pp over 0 weekly runs.
Engine by engine
Qdrant leads on 3 of 3 engines
Head to head in AI answers
4 engine answers name both brands
| Prompt | Engine | Actian VectorAI DB | Qdrant |
|---|---|---|---|
| Which Vector Databases vendors do analysts recommend? | Perplexity | #10 | #2 |
| Which vector database offers a free trial? | Perplexity | #1 | #6 |
| Is there a free vector database for small teams? | Perplexity | #6 | #2 |
| Which vector database has transparent pricing? | AI Mode | #5 | #4 |
Features, pricing & fit
| Dimension | Actian VectorAI DB | Qdrant |
|---|---|---|
| Pricing model | — | Usage-based |
| Entry price | — | Contact sales |
| Free plan | — | Yes |
| Deployment | Embedded inside applications or deployed on premises, at the edge, in air-gapped sites, and in hybrid setups; installable as a Python package or npm package. | Managed cloud, hybrid cloud, private cloud (air-gapped), self-hosted on-premises, and edge |
| Compliance | SOC 2 Type II (Actian Data Platform and Data Intelligence Platform), ISO/IEC 27001:2022 (Actian Corporation) | SOC 2 Type 2, HIPAA |
| Support | — | Community support via Discord on the free tier, Standard tier: email and ticket portal, 10x5 business hours, Premium tier: 24/7 support with private Slack, Discord or Teams channels, Enterprise tier: custom response SLA and advisory services |
| Founded | 2026 | 2021 |
| Headquarters | Santa Clara, California, United States | Berlin, Germany |
| Employees | 501–1,000 | 51–200 |
| Funding | — | Series B · $88M raised |
| Best for | Teams building AI applications that must run on premises, at the edge, or in disconnected or air-gapped environments. | Developers and teams building RAG, semantic search and recommendation systems that need hybrid search and metadata filtering, either self-hosted or managed |
Plans side by side
Actian VectorAI DB
Pricing not available.
Qdrant
Pros and cons
Themes from the AI answers that mention each brand
Actian VectorAI DB
- Free Community Edition available
- 30-day full-featured trial offered
Qdrant
- High performance and memory efficiency, written in Rust
- Strong metadata and complex payload filtering
- Free tier for prototyping and testing
- Open-source option with flexible self-hosting
- Strong default choice for startups and production RAG
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Actian VectorAI DB vs Qdrant”, https://slateindex.ai/compare/actian-vectorai-db-vs-qdrant, data of Nov 2, 2026. Licence: CC BY 4.0.