# Memgraph

> High performance, in-memory, for real-time

- **Canonical URI:** https://www.vioscale.ai/software/memgraph
- **Category:** Graph Databases
- **Homepage:** https://memgraph.com
- **Also known as:** memgraph
- **Profile claimed by vendor:** no
- **Last updated:** 2026-08-01T21:24:08.771Z

## Vioscale score

**54.1 / 100**, confidence 30% (low).

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

| Signal | Score | Weight | Contribution | Evidence present |
|---|--:|--:|--:|:--:|
| price_level | 80 | 6 | 480 | ✓ |
| reliability | 0 | 10 | 0 | - |
| capabilities | 45.8 | 17 | 778.9 | ✓ |
| github_stars | 68.5 | 7 | 479.8 | ✓ |
| integrations | 24.3 | 8 | 194.4 | ✓ |
| github_activity | 55.5 | 20 | 1110.3 | ✓ |
| release_cadence | 81.7 | 12 | 980 | ✓ |
| security_posture | 0 | 18 | 0 | - |
| package_downloads | 0 | 6 | 0 | - |
| pricing_transparency | 25 | 8 | 200 | ✓ |
| stackoverflow_activity | 0 | 20 | 0 | - |

## Pricing

_As of 2026-08-01, [verify at source](https://memgraph.com). Independently observed._

Hybrid · Free tier

| Plan | Price | Free | Commitment |
|---|---|:--:|---|
| Free | Free | ✓ | - |
| Enterprise | Contact sales | - | - |

## About

Graph database optimized for real-time analytics and AI workloads with in-memory performance, full ACID guarantees, and persistent storage.

_Independently observed._

## Platform & deployment

- **Platforms:** macOS, Linux, Windows
- **Deployment:** On-premise, Self-hosted

## Integrations (6)

_Independently observed._

- Python
- NetworkX
- SQL
- CSV
- XLSX
- PDF

## Capabilities

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

| Capability | Supported |
|---|:--:|
| **Model** | |
| Graph model | Property graph |
| Query language(s) | - |
| **Transactions** | |
| ACID transactions | Full |
| Consistency model | Strong |
| **Architecture** | |
| Storage | Native graph |
| Distributed / scale | - |
| Replication / HA | ✓ |
| OLTP vs OLAP | Both |
| **Deployment** | |
| Deployment | Self-hosted |
| **Search** | |
| Full-text search | - |
| Built-in vector search | ✓ |
| **Licensing** | |
| Licence class | - |
| **Portability** | |
| openCypher / TinkerPop standard | - |

## Facts

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

### pricing

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| pricing.free_tier | yes | [link](https://memgraph.com) | 2026-08-01 | 48% (low) |
| pricing.model | freemium | [link](https://memgraph.com) | 2026-08-01 | 80% (high) |
| pricing.price_level | low | [link](https://memgraph.com) | 2026-08-01 | 60% (medium) |
| pricing.transparent | no | [link](https://memgraph.com) | 2026-08-01 | 60% (medium) |

### activity

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| activity.commits_last_30d | 57 | [link](https://github.com/memgraph/memgraph/pulse) | 2026-08-01 | 65% (medium) |

### adoption

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| adoption.github_stars | 4,301 | [link](https://github.com/memgraph/memgraph) | 2026-08-01 | 90% (high) |

### integrations

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| integrations.count | 6 | [link](https://memgraph.com) | 2026-08-01 | 60% (medium) |

### language

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| language.primary | C++ | [link](https://github.com/memgraph/memgraph) | 2026-08-01 | 90% (high) |

### release

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| release.cadence_days | 33 | [link](https://github.com/memgraph/memgraph/releases) | 2026-08-01 | 70% (medium) |

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