Tabular vs Looker

Side-by-side comparison of AI visibility scores, market position, and capabilities

Tabular logo

Tabular

NicheData & Analytics

Managed Apache Iceberg Data Lakehouse Platform

Tabular built a fully managed Apache Iceberg platform for scalable data lakes; founded by the creators of Apache Iceberg; acquired by Databricks in June 2024 for a reported $2B; its technology underpins Databricks' lakehouse strategy.

About

Tabular was a data infrastructure company founded in 2021 by Ryan Blue, Daniel Weeks, and Jason Reid — the same engineers at Netflix who created the Apache Iceberg open table format — and was headquartered in San Francisco, California. The company built a fully managed platform for Apache Iceberg that allowed organizations to construct scalable, high-performance data lakehouses without managing the operational complexity of Iceberg's catalog, storage optimization, and access control layers themselves.

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Looker logo

Looker

LeaderData & Analytics

Business Intelligence

Google Cloud BI platform with LookML semantic layer ensuring consistent metric definitions across enterprises; $2.6B Google acquisition competing with Tableau and Power BI for enterprise self-service analytics.

AI VisibilityBeta
Overall Score
A94
Category Rank
#3 of 7
AI Consensus
62%
Trend
stable
Per Platform
ChatGPT
89
Perplexity
97
Gemini
87

About

Looker is a business intelligence and data analytics platform now part of Google Cloud — providing the LookML data modeling language, self-service exploration tools, embedded analytics, and natural language querying capabilities that enable data teams to define metrics once and make them available consistently across the organization. Founded in 2012 in Santa Cruz, California by Lloyd Tabb and Ben Porterfield, Looker was acquired by Google for $2.6 billion in 2019 and has been integrated into Google Cloud as the primary BI platform alongside Google Looker Studio (formerly Data Studio).

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Key Details

Category
Managed Apache Iceberg Data Lakehouse Platform
Business Intelligence
Tier
Niche
Leader
Entity Type
brand
company

Capabilities & Ecosystem

Capabilities

Only Looker
Business Intelligence

Integrations

Looker is classified as company (part of Google Cloud).

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