Virtuoso suits teams integrating relational, graph, XML, and web data across hybrid or self-hosted deployments.
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Best Knowledge Graph Software 2026
Facts read 28 Sep 2026 – 15 Oct 2026
When your work depends on connections between data, knowledge graph software can help model and explore those relationships. Compared on ontology modeling, graph visualization, and import formats, these entries offer criteria for assessing how data can be represented and brought in. Review deployment choices, query languages, RDF/SPARQL support, and semantic reasoning to see which listed capabilities fit your intended workflows. Free-plan availability and paid-from pricing provide cost context alongside the technical details. AllegroGraph, GraphDB, and Neo4j are among the named options, with RDFox and LinkedDataHub also represented. Consider the formats, modeling approaches, and query methods you expect to use when comparing the available software.
The standings: top 10
| Name | In a line | Record score | Price from | Try it free | Runs on | Facts read |
|---|---|---|---|---|---|---|
| 01 Virtuoso Universal Server | Virtuoso suits teams integrating relational, graph, XML, and web data across hybrid or self-hosted deployments. | 6.3 | Free plan | Free plan | Web, Windows, Mac, Linux | 15 Oct 2026 |
| 02 Mendix | Free is suited to exploring Mendix, prototyping, or building small personal applications. | 6.0 | $1,090 a month | Free plan | Android, iPhone & iPad, Web, Windows | 12 Oct 2026 |
| 03 Stardog | 6.0 | Free plan | Free plan | Android, iPhone & iPad, Web, Windows | 14 Oct 2026 | |
| 04 AllegroGraph | AllegroGraph suits teams building Knowledge Graphs or applying semantic data to areas such as pharma discovery, healthcare, Customer 360, and supply-chain logistics. | 5.6 | Free plan | Free plan | Web, Windows, Mac, Linux | 15 Oct 2026 |
| 05 LinkedDataHub | LinkedDataHub may fit researchers, data scientists, developers, data publishers, and builders of AI agents who work with RDF data. | 5.6 | Free plan | Free plan | Web, Windows, Mac, Linux | 15 Oct 2026 |
| 06 Apache Jena Fuseki | It suits teams building semantic web or linked data applications that need a self-hosted SPARQL service. | 5.4 | Free plan | Free plan | Web, Windows, Linux, API | 15 Oct 2026 |
| 07 Eclipse RDF4J | RDF4J suits Java developers building applications with RDF, Linked Data, SPARQL endpoints, or Semantic Web data. | 5.3 | Free plan | Free plan | Web, Windows, Mac, Linux | 15 Oct 2026 |
| 08 Protégé | Protégé suits researchers and other users building or managing ontologies, whether they prefer desktop tools or browser-based collaboration. | 5.3 | Free plan | Free plan | Web, Windows, Mac, Linux | 15 Oct 2026 |
| 09 RDFox | RDFox suits teams building or operating RDF knowledge graphs that need SPARQL querying and rule-based reasoning. | 5.2 | — | Free trial | Web, Windows, Mac, Linux | 15 Oct 2026 |
| 10 Neo4j | Neo4j suits developers and organizations working with connected data who need graph querying and deployment choices. | 5.0 | $65 a month | Free plan | Self-hosted | 28 Sep 2026 |
Mendix
Free is suited to exploring Mendix, prototyping, or building small personal applications.
AndroidiPhone & iPadWeb+4Stardog
AndroidiPhone & iPadWeb+5AllegroGraph
AllegroGraph suits teams building Knowledge Graphs or applying semantic data to areas such as pharma discovery, healthcare, Customer 360, and supply-chain logistics.
WebWindowsMac+3LinkedDataHub
LinkedDataHub may fit researchers, data scientists, developers, data publishers, and builders of AI agents who work with RDF data.
WebWindowsMac+3It suits teams building semantic web or linked data applications that need a self-hosted SPARQL service.
RDF4J suits Java developers building applications with RDF, Linked Data, SPARQL endpoints, or Semantic Web data.
Protégé suits researchers and other users building or managing ontologies, whether they prefer desktop tools or browser-based collaboration.
RDFox suits teams building or operating RDF knowledge graphs that need SPARQL querying and rule-based reasoning.
Neo4j suits developers and organizations working with connected data who need graph querying and deployment choices.
QLever suits developers and teams working with large RDF datasets who need SPARQL querying, text search, or spatial features.
TypeDB may suit developers and organizations working with connected data for knowledge graphs, robotics, financial intelligence, or other listed use cases.
HASH suits organizations seeking a graph-based model to support analytics, workflow automation, simulations, or AI agents.
RDF Studio is aimed at ontologists, data engineers, data analysts, knowledge graph engineers, and technical leaders.
GraphDB may suit teams connecting business data for semantic querying and AI applications.
Ontop suits teams that need ontology modeling, semantic reasoning, and SPARQL over relational databases.
Oxigraph suits developers building RDF and SPARQL applications, especially Rust projects that can reuse its library or standalone crates.
It suits developers and data engineers handling auditable lineage, complex domain models, collaborative workflows, or changing structured content.
Semaphore is aimed at organizations building governed generative-AI applications, enterprise search, document Q&A, or semantic data workflows.