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Google Cloud BigQuery Graph

A graph layer within Google Cloud BigQuery that runs property graph queries over warehouse tables using GQL, without a separate graph store. Property graphs are defined as views over existing tables and queried at analytical scale.

Overall rank
#43
First released
April 2026
License
Proprietary
Built with
C++

Details

Vendor
Google
Type
Property Graph
Category
Enterprise
License
Proprietary
Language
C++
Query Languages
GQLSQL/PGQ
Protocols
HTTP/RESTgRPCJDBC/ODBC
Sources 6 references

Protocols HTTP/REST, gRPC, JDBC/ODBC

GQL is just another BigQuery SQL dialect, so it inherits the platform's general client surface: jobs.query over the REST API, the gRPC-based Storage Read/Write APIs for bulk result transfer and streaming inserts, and Google-documented Simba JDBC/ODBC drivers; no protocol documentation is specific to the Graph feature itself.

Released 2026-04

Google's own blog post announcing BigQuery Graph's public preview matches the current value exactly.

License Proprietary

Closed hosted service with no published licence terms; recorded as proprietary by the CMU Database of Databases. The previous citation described BigQuery’s storage format as proprietary, which is a different claim.

Language C++

Google does not publish BigQuery’s implementation; the CMU Database of Databases lists C++ first of three languages. The previous citation was the Dremel paper, which describes the underlying engine rather than BigQuery itself.