# Qdrant

- **Canonical URI:** https://www.vioscale.ai/software/qdrant
- **Category:** Vector Databases
- **Homepage:** https://qdrant.tech
- **Also known as:** qdrant
- **Profile claimed by vendor:** no
- **Last updated:** 2026-08-05T13:33:48.864Z

## Vioscale score

**47.3 / 100**, confidence 41% (low).

Composite of weighted, independently-sourced signals (no user reviews, no vendor payment).

| Signal | Score | Weight | Contribution | Evidence present |
|---|--:|--:|--:|:--:|
| price_level | 100 | 0.045 | 4.5 | ✓ |
| reliability | 0 | 0.076 | 0 | - |
| capabilities | 45.8 | 0.129 | 5.9 | ✓ |
| github_stars | 85.4 | 0.053 | 4.5 | ✓ |
| integrations | 24.3 | 0.061 | 1.5 | ✓ |
| github_activity | 15 | 0.152 | 2.3 | ✓ |
| release_cadence | 81.1 | 0.091 | 7.4 | ✓ |
| security_posture | 50 | 0.136 | 6.8 | ✓ |
| package_downloads | 0 | 0.045 | 0 | - |
| pricing_transparency | 25 | 0.061 | 1.5 | ✓ |
| stackoverflow_activity | 0 | 0.152 | 0 | - |

## Pricing

_As of 2026-07-31, [verify at source](https://qdrant.tech). Independently observed._

Free · Free tier

## About

Qdrant helps you build the AI retrieval you want. Ship high performance, full-feature vector search at any scale and with any deployment model.

_Independently observed._

## Platform & deployment

- **Platforms:** Web
- **Deployment:** Cloud / SaaS, Hybrid, On-premise, Self-hosted

## Integrations (6)

_Independently observed._

- Slack
- Adobe
- Hubspot
- Arize
- Google DeepMind
- Qualcomm

## Capabilities

_The capabilities that matter for Vector Databases. "-" = undocumented, not absent._

| Capability | Supported |
|---|:--:|
| **Deployment** | |
| Deployment | - |
| **Index** | |
| ANN index (HNSW / IVF / DiskANN / ScaNN / flat) | - |
| Distance metrics (cosine / dot / Euclidean) | - |
| **Query** | |
| Metadata filtering | Pre-filter |
| Hybrid search (dense + sparse fusion) | ✓ |
| Built-in BM25 / lexical | ✓ |
| **Storage** | |
| Quantization | - |
| **Scale** | |
| Multi-tenancy (namespaces / collections / tenants) | - |
| Horizontal scale | Sharded / distributed |
| **Consistency** | |
| Consistency | - |
| **Deployment** | |
| Serverless / consumption pricing | - |
| **Storage** | |
| On-disk vs in-memory | - |
| **Licensing** | |
| Licence class | Permissive OSS |
| **Classification** | |
| Purpose-built vs feature-of-parent | Dedicated DBMS |

## Facts

Every value below carries its source and our confidence. Facts are re-crawled on a freshness schedule.

### activity

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| activity.commits_last_30d | 2 | [link](https://github.com/qdrant/qdrant/pulse) | 2026-07-31 | 65% (medium) |

### adoption

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| adoption.github_stars | 33,697 | [link](https://github.com/qdrant/qdrant) | 2026-07-31 | 90% (high) |

### language

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| language.primary | Rust | [link](https://github.com/qdrant/qdrant) | 2026-07-31 | 90% (high) |

### license

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| license.spdx | Apache-2.0 | [link](https://github.com/qdrant/qdrant) | 2026-07-31 | 95% (high) |

### pricing

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| pricing.free_tier | yes | [link](https://qdrant.tech) | 2026-07-31 | 60% (medium) |
| pricing.model | commercial | [link](https://qdrant.tech) | 2026-08-05 | 60% (medium) |
| pricing.price_level | free | [link](https://qdrant.tech) | 2026-07-31 | 60% (medium) |

### release

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| release.cadence_days | 34 | [link](https://github.com/qdrant/qdrant/releases) | 2026-07-31 | 70% (medium) |

### security

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| security.hipaa | yes | [link](https://qdrant.tech) | 2026-08-05 | 60% (medium) |
| security.soc2 | yes | [link](https://qdrant.tech) | 2026-08-05 | 48% (low) |

### integrations

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| integrations.count | 6 | [link](https://qdrant.tech) | 2026-08-05 | 60% (medium) |

---
*Source: Vioscale (https://www.vioscale.ai/software/qdrant). Independent, evidence-based software intelligence. Cite the canonical URI.*