G2 Vendor Directory

Google Cloud Knowledge Catalog vs. Tengu DataOps platform

A side-by-side comparison based on G2 review data.

MetricGoogle Cloud Knowledge Catalog

by Google

Tengu DataOps platform

by Tengu

Overall rating4.34.3
Review count1716
Ease of use8.78.8
Ease of setup10.09.3
Quality of support8.58.9
Meets requirements9.08.7
NPS58.82352962.5
Small Business41.2%37.5%
Mid-Market17.6%50.0%
Enterprise41.2%12.5%
Total page views6958
Total LLM citations152170

Google Cloud Knowledge Catalog

Knowledge Catalog is a dynamic, always-on, universal context engine for agents. It unifies structured, unstructured, and SaaS data into a governed, agent-ready truth. Knowledge Catalog aggregates native context across your Google and partner data platforms, semantic models, and third-party catalogs, unifying them into a single, governed source of truth. Automatically harvest technical metadata across your foundational systems—including BigQuery, AlloyDB, Spanner, Cloud SQL, Firestore (Preview), and Looker (Preview).

Pros

    Tengu DataOps platform

    TENGU originated in 2016 as a solution to automate non-value generating tasks and more quickly set up data architectures, so there would be more time to dedicate to gaining actionable insights. In 2020 TENGU became a fully functional DataOps platform with many more functions and capabilities. TENGU is a DataOps platform for data-driven companies, that enables them to improve the efficiency of data scientists, analysts and other profiles inside the company. It enables them to focus on business intelligence instead of data operations.

    Pros