QdrantOpen-Source Vector Search Engine written in Rust
vs
ValdDistributed, cloud-native approximate nearest-neighbor vector search engine
Comparison · Vector Databases · weekly run Nov 2
Qdrant vs Vald
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 0 for Vald.
Choose Qdrant if…
- You want the brand AI engines rank higher (60.5 vs 0)
- You need a self-hosted or on-premises option
- You need SOC 2 Type 2 or HIPAA coverage
- High performance and memory efficiency, written in Rust
Choose Vald if…
No clear advantage in the published data.
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Qdrant | Vald |
|---|---|---|
| Visibility score | 60.5% | 0% |
| Change vs last week | New | New |
| Rank in Vector Databases | #2 | #30 |
| Share of voice | 13.4% | 0% |
| Mentions this run | 63 | 0 |
| Positive in AI answers | 68% | — |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Qdrant 0pp · Vald 0pp over 0 weekly runs.
Engine by engine
Qdrant leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
QdrantVald
Head to head in AI answers
0 engine answers name both brands
0Qdrant ranked higher
0Vald ranked higher
Features, pricing & fit
| Dimension | Qdrant | Vald |
|---|---|---|
| Pricing model | Usage-based | — |
| Entry price | Contact sales | — |
| Free plan | Yes | — |
| Deployment | Managed cloud, hybrid cloud, private cloud (air-gapped), self-hosted on-premises, and edge | Runs on Kubernetes 1.19 or later and is installed via Helm charts; requires AVX2 instructions for the NGT agent. |
| Compliance | 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 | 2021 | — |
| Headquarters | Berlin, Germany | — |
| Employees | 51–200 | — |
| Funding | Series B · $88M raised | — |
| Best for | 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
Qdrant
Free Tier$0forever
Standard TierCustomusage-based
Premium TierCustomminimum spend required
Vald
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
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
Vald
Profile in progress.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Qdrant vs Vald”, https://slateindex.ai/compare/qdrant-vs-vald, data of Nov 2, 2026. Licence: CC BY 4.0.