Google Cloud Dataplex review

Best catalog for BigQuery estates.

Verdict

Google Cloud Dataplex is the best choice for BigQuery-centered teams because cataloging, lineage, and governance run natively across the Google data stack, so metadata and access stay inside one Google Cloud boundary.

What customers praise

Native BigQuery integration, automatic metadata harvesting, and built-in lineage give Google Cloud teams governance without a separate tool.

What customers criticise

Its strength is inside Google Cloud, so multi-cloud estates and discovery-first teams find it narrower than cloud-neutral catalogs.

Best for

Google Cloud customers that want a catalog and data governance service native to BigQuery and the wider Google data stack.

At a glance

• Integrations: BigQuery, Looker, Dataflow, Cloud Storage, Vertex AI
• Compliance: SOC 2, ISO 27001, GDPR, HIPAA
• Regions served: Global (Google Cloud regions)
• Typical onboarding: 45 days

Red flags

Public risk signals as of July 2026: none. No material public risk signals as of 2026-07-19. See the full red-flag report.

Alternatives

See alternatives to Google Cloud Dataplex, or compare against the next-ranked entry: Google Cloud Dataplex vs AWS Glue Data Catalog.

Source: Top 11 The 11 Best Data Catalog Software (2026), verified July 19, 2026 — no paid placement.