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SPECIFICTION
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Kubling vs Stardog

Kubling

kubling.com

Stardog

stardog.com

Side by side

FigureKublingStardog
Price from—Free
Free plan—Yes
Free trial——
Open source——
WebYesYes
Windows—Yes
macOS—Yes
LinuxYesYes
iOS—Yes
Android—Yes
APIYesYes
Self-hostedYesYes
Plans published05
Spec score · Data Virtualization Software7.5 (#16)8.4 (#7)
DeploymentInstances can use local providers, federate other Kubling instances, or both; the site says no central instance is required.Stardog can run as a managed AWS cloud service, in customer cloud environments, or on premises through Docker, Kubernetes, AWS Marketplace, and Azure Marketplace.
IntegrationsThe provider catalog lists Cassandra, Kubernetes, OpenAPI, and Redis integrations, plus an in-memory reference provider.Connectors cover databases including Snowflake, BigQuery, Oracle, PostgreSQL, MongoDB, Elasticsearch, Salesforce, Jira, Splunk, and REST sources.
PurposeKubling provides AI agents and automation with a bounded model of live IT and OT state, federated directly from source systems.Stardog connects enterprise data into a semantic layer for AI, analytics, search, and applications.

Plans

Kubling

No plans published.

Kubling pricing →

Stardog

  • Stardog Cloud FreeFree
  • Stardog FreeFree
  • Stardog FreeFree
  • Stardog Cloud EnterprisePriced on request
  • Stardog EnterprisePriced on request

Stardog pricing →

In their own words

Kubling

Kubling gives AI agents and automation a bounded model of live IT and OT state, federated directly from source systems. It defines shared entities, relationships, source ownership, and valid actions so queries and mutations can cross databases, APIs, and infrastructure. Providers translate operations into each source’s native protocol while retaining credentials, source logic, and release cycles; Kubling handles federation, planning, and policy. The OpenAPI provider exposes API operations as relational entities and maps mutations to HTTP operations. Instances can use local providers, federate other Kubling instances, or do both, with no central instance required. Providers are independent services behind a public gRPC contract and can be written in any gRPC-supported language. The catalog lists Cassandra, Kubernetes, OpenAPI, Redis, and an in-memory provider. The provider protocol, Go SDK, and official providers are open source, but the engine is not. Quickstart requires Git, Docker Engine, and Docker Compose v2. Provider APIs are pre-1.0; exact versions are recommended.

Visit kubling.com

Stardog

Stardog has no write-up on Specifiction yet; its figures are above.

Visit stardog.com