# Dgraph vs Memgraph

**Leader by vioscaleAI score:** Memgraph

| Attribute | Dgraph | Memgraph |
|---|---|---|
| **vioscaleAI score** | 49.8 (60% (medium)) | 54.9 (58% (medium)) |
| activity.commits_last_30d | 11 | 100 |
| adoption.dependent_repos | 9 | 0 |
| adoption.github_stars | 21,807 | 4,617 |
| content.faq | `[{"answer":"An open-source, horizontally scalable GraphQL database providing ACID transactions and consistent replication across distributed clusters. Built for handling complex queries over large datasets with strong consistency guarantees. It is indexed under Graph Databases.","source":"https://dgraph.io","question":"What is Dgraph?","confidence":0.6},{"answer":"Dgraph is open source, so it can be self-hosted and used at no licence cost. It is released under the Apache-2.0 licence. Pricing changes often, so verify at source before relying on it.","source":"https://dgraph.io","question":"Is Dgraph free to use?","confidence":0.6},{"answer":"Dgraph supports Linux and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://dgraph.io","question":"What platforms does Dgraph support?","confidence":0.6},{"answer":"Yes. Dgraph can be deployed self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://dgraph.io","question":"Can Dgraph be self-hosted?","confidence":0.6},{"answer":"Yes. Dgraph is published under the Apache-2.0 licence, a permissive licence that generally allows commercial use and modification. Licence terms can change between releases, so verify against the repository for the version you intend to use.","source":"https://github.com/dgraph-io/dgraph","question":"Is Dgraph open source?","confidence":0.95}]` | `[{"answer":"A high-performance, in-memory database designed for real-time graph queries and reasoning in AI applications. It combines sub-millisecond traversals with native vector search, ACID transactions, and streaming data connectors for fraud detection, network analysis, and AI augmentation. It is indexed under Graph Databases.","source":"https://memgraph.com/pricing","question":"What is Memgraph?","confidence":0.6},{"answer":"Memgraph offers a free tier, so you can start without paying. Paid plans are also available: Community Edition, Enterprise Edition – AI Platform, Enterprise Edition – Graph Analytics and Memgraph Cloud. Pricing changes often, so verify at source before relying on it.","source":"https://memgraph.com/pricing","question":"Is Memgraph free?","confidence":0.6},{"answer":"Memgraph supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://memgraph.com/pricing","question":"What platforms does Memgraph support?","confidence":0.6},{"answer":"Yes. Memgraph can be deployed cloud / SaaS, on-premise and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://memgraph.com/pricing","question":"Can Memgraph be self-hosted?","confidence":0.6},{"answer":"We have confirmed 5 integrations for Memgraph, including Kafka, Pulsar, Redpanda, Cognee and AWS (via Marketplace). This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://memgraph.com/pricing","question":"What does Memgraph integrate with?","confidence":0.6},{"answer":"We have independently confirmed GDPR for Memgraph. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Memgraph not holding them. Always confirm compliance directly before you rely on it.","source":"https://memgraph.com/policies/privacy-policy","question":"What security certifications does Memgraph have?","confidence":0.7},{"answer":"Memgraph is available worldwide. Its primary markets are the United States and the EU. The vendor is headquartered in Croatia.","source":"https://memgraph.com/pricing","question":"Where is Memgraph available?","confidence":0.75}]` |
| deployment.options | `{"self_hosted":true}` | `{"cloud":true,"self_hosted":true}` |
| description.long | A distributed graph database that combines the scalability of NoSQL systems with SQL-like transactions and ACID guarantees. It processes queries in parallel across a cluster to deliver fast results for complex graph operations over terabytes of data. | A high-performance, in-memory database designed for real-time graph queries and reasoning in AI applications. It combines sub-millisecond traversals with native vector search, ACID transactions, and streaming data connectors for fraud detection, network analysis, and AI augmentation. |
| features.capabilities | `{"storage":"native","workload":"transactional","deployment":"self_hosted","consistency":"strong","distributed":"sharded","graph_model":"property_graph","licence_class":"permissive","vector_search":false,"query_language":"GraphQL","replication_ha":true,"full_text_search":"built_in","acid_transactions":"full"}` | `{"storage":"native","workload":"both","deployment":"self_hosted","consistency":"strong","distributed":"clustered","graph_model":"property_graph","licence_class":"permissive","vector_search":true,"query_language":"Cypher","replication_ha":true,"full_text_search":"built_in","standard_support":true,"acid_transactions":"full"}` |
| integrations.count | - | 9 |
| integrations.list | - | `[{"name":"Kafka"},{"name":"Pulsar"},{"name":"Redpanda"},{"name":"Cognee"},{"name":"AWS (via Marketplace)"},{"name":"LangChain","native":true,"category":"ai_framework","direction":"inbound"},{"name":"LlamaIndex","native":true,"category":"ai_framework","direction":"inbound"},{"name":"OpenAI","native":true,"category":"ai_models","direction":"outbound"},{"name":"Cohere","native":true,"category":"ai_models","direction":"outbound"},{"name":"Apache Spark","native":false,"category":"data_integration","direction":"bidirectional"},{"name":"Kerberos","native":true,"category":"authentication","direction":"inbound"},{"name":"LDAP","native":true,"category":"directory","direction":"inbound"},{"name":"MCP","native":true,"category":"protocol","direction":"bidirectional"},{"name":"LiteLLM","native":false,"category":"ai","direction":"outbound"},{"name":"Neo4j","native":false,"direction":"bidirectional"}]` |
| language.primary | Go | C++ |
| license.spdx | Apache-2.0 | - |
| market.availability | - | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true,"linux":true}` | `{"cli":true,"mac":true,"web":true,"linux":true,"windows":true}` |
| pricing | `{"type":"open_source","sourceUrl":"https://dgraph.io","retrievedAt":"2026-08-14T21:32:22.614Z"}` | `{"type":"free","plans":[{"free":true,"name":"Community Edition","features":["Cypher query language","Python client libraries","LangChain and LlamaIndex integrations","40+ graph algorithms"],"description":"Fully functional community edition, free forever","contactSales":false}],"summary":"Community Edition is free. Enterprise and managed cloud pricing available upon request.","freeTier":true,"sourceUrl":"https://memgraph.com","retrievedAt":"2026-10-15T20:29:28.752Z"}` |
| pricing.free_tier | - | yes |
| pricing.model | open_source | free |
| pricing.price_level | free | free |
| pricing.transparent | - | no |
| release.cadence_days | 13 | 18 |
| release.history | `[{"url":"https://github.com/dgraph-io/dgraph/releases/tag/v25.4.1","date":"2026-08-24T19:28:23Z","type":"stable","version":"v25.4.1"},{"url":"https://github.com/dgraph-io/dgraph/releases/tag/v25.4.0","date":"2026-07-30T18:23:57Z","type":"stable","version":"v25.4.0"},{"url":"https://github.com/dgraph-io/dgraph/releases/tag/v25.3.8","date":"2026-07-09T00:31:54Z","type":"stable","version":"v25.3.8"},{"url":"https://github.com/dgraph-io/dgraph/releases/tag/v25.3.7","date":"2026-06-25T17:26:37Z","type":"stable","version":"v25.3.7"},{"url":"https://github.com/dgraph-io/dgraph/releases/tag/v25.3.6","date":"2026-06-19T20:35:59Z","type":"stable","version":"v25.3.6"},{"url":"https://github.com/dgraph-io/dgraph/releases/tag/v25.3.5","date":"2026-06-11T22:10:55Z","type":"stable","version":"v25.3.5"},{"url":"https://github.com/dgraph-io/dgraph/releases/tag/v25.4.0-preview1","date":"2026-05-29T16:19:21Z","type":"prerelease","version":"v25.4.0-preview1"},{"url":"https://github.com/dgraph-io/dgraph/releases/tag/v25.3.4","date":"2026-05-11T21:05:44Z","type":"stable","version":"v25.3.4"},{"url":"https://github.com/dgraph-io/dgraph/releases/tag/v24.1.9","date":"2026-05-11T21:03:38Z","type":"stable","version":"v24.1.9"},{"url":"https://github.com/dgraph-io/dgraph/releases/tag/v25.3.3","date":"2026-04-21T21:27:22Z","type":"stable","version":"v25.3.3"},{"url":"https://github.com/dgraph-io/dgraph/releases/tag/v24.1.8","date":"2026-04-21T21:26:12Z","type":"stable","version":"v24.1.8"},{"url":"https://github.com/dgraph-io/dgraph/releases/tag/v25.3.2","date":"2026-04-13T21:12:50Z","type":"stable","version":"v25.3.2"},{"url":"https://github.com/dgraph-io/dgraph/releases/tag/v24.1.7","date":"2026-04-13T21:08:51Z","type":"stable","version":"v24.1.7"},{"url":"https://github.com/dgraph-io/dgraph/releases/tag/v25.3.1","date":"2026-04-01T22:05:49Z","type":"stable","version":"v25.3.1"},{"url":"https://github.com/dgraph-io/dgraph/releases/tag/v24.1.6","date":"2026-04-01T22:04:29Z","type":"stable","version":"v24.1.6"},{"url":"https://github.com/dgraph-io/dgraph/releases/tag/v25.3.1-preview-federation-changes","date":"2026-03-20T20:41:32Z","type":"prerelease","version":"v25.3.1-preview-federation-changes"},{"url":"https://github.com/dgraph-io/dgraph/releases/tag/v25.3.0","date":"2026-03-06T16:59:37Z","type":"stable","version":"v25.3.0"},{"url":"https://github.com/dgraph-io/dgraph/releases/tag/v25.3.0-preview-no-maxprocs","date":"2026-02-16T19:51:48Z","type":"prerelease","version":"v25.3.0-preview-no-maxprocs"},{"url":"https://github.com/dgraph-io/dgraph/releases/tag/v25.2.0","date":"2026-01-29T00:26:10Z","type":"stable","version":"v25.2.0"},{"url":"https://github.com/dgraph-io/dgraph/releases/tag/v25.1.0","date":"2025-12-12T00:45:30Z","type":"stable","version":"v25.1.0"}]` | `[{"url":"https://github.com/memgraph/memgraph/releases/tag/v3.13.2","date":"2026-10-09T12:05:41Z","type":"stable","version":"v3.13.2"},{"url":"https://github.com/memgraph/memgraph/releases/tag/v3.13.1","date":"2026-09-14T12:41:52Z","type":"stable","version":"v3.13.1"},{"url":"https://github.com/memgraph/memgraph/releases/tag/v3.13.0","date":"2026-09-09T09:45:18Z","type":"stable","version":"v3.13.0"},{"url":"https://github.com/memgraph/memgraph/releases/tag/v3.12.0","date":"2026-07-15T09:26:36Z","type":"stable","version":"v3.12.0"},{"url":"https://github.com/memgraph/memgraph/releases/tag/v3.11.0","date":"2026-06-17T10:34:44Z","type":"stable","version":"v3.11.0"},{"url":"https://github.com/memgraph/memgraph/releases/tag/v3.10.1","date":"2026-05-15T09:42:30Z","type":"stable","version":"v3.10.1"},{"url":"https://github.com/memgraph/memgraph/releases/tag/v3.10.0","date":"2026-05-13T10:45:27Z","type":"stable","version":"v3.10.0"},{"url":"https://github.com/memgraph/memgraph/releases/tag/v3.9.0","date":"2026-03-25T11:44:43Z","type":"stable","version":"v3.9.0"},{"url":"https://github.com/memgraph/memgraph/releases/tag/v3.8.1","date":"2026-02-17T22:02:18Z","type":"stable","version":"v3.8.1"},{"url":"https://github.com/memgraph/memgraph/releases/tag/v3.8.0","date":"2026-02-11T10:45:11Z","type":"stable","version":"v3.8.0"},{"url":"https://github.com/memgraph/memgraph/releases/tag/v3.7.2","date":"2025-12-23T10:44:57Z","type":"stable","version":"v3.7.2"},{"url":"https://github.com/memgraph/memgraph/releases/tag/v3.7.1","date":"2025-11-25T13:48:43Z","type":"stable","version":"v3.7.1"},{"url":"https://github.com/memgraph/memgraph/releases/tag/v3.7.0","date":"2025-11-19T10:16:15Z","type":"stable","version":"v3.7.0"},{"url":"https://github.com/memgraph/memgraph/releases/tag/v3.6.2","date":"2025-11-04T10:36:19Z","type":"stable","version":"v3.6.2"},{"url":"https://github.com/memgraph/memgraph/releases/tag/v3.6.1","date":"2025-10-16T17:44:21Z","type":"stable","version":"v3.6.1"},{"url":"https://github.com/memgraph/memgraph/releases/tag/v3.6.0","date":"2025-10-08T09:55:00Z","type":"stable","version":"v3.6.0"},{"url":"https://github.com/memgraph/memgraph/releases/tag/v3.5.2","date":"2025-09-25T11:55:04Z","type":"stable","version":"v3.5.2"},{"url":"https://github.com/memgraph/memgraph/releases/tag/v3.5.1","date":"2025-09-11T15:19:44Z","type":"stable","version":"v3.5.1"},{"url":"https://github.com/memgraph/memgraph/releases/tag/v3.5.0","date":"2025-08-27T08:37:55Z","type":"stable","version":"v3.5.0"},{"url":"https://github.com/memgraph/memgraph/releases/tag/v3.4.0","date":"2025-07-10T09:14:27Z","type":"stable","version":"v3.4.0"}]` |
| security.gdpr | - | yes |
| security.scorecard | 6.1 | - |
| security.vulnerabilities | `{"count":6,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=go&package_name=github.com%2Fdgraph-io%2Fdgraph&per_page=100","last_12m":5,"max_severity":"CRITICAL"}` | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=helm&package_name=memgraph%2Fmemgraph-mcp&per_page=100","last_12m":0,"max_severity":null}` |

## Capabilities (Graph Databases)

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

*Source: vioscaleAI. Generated 2026-10-16T18:31:10.152Z. "-" = undocumented, not absent.*