vioscale
Comparison

Databricks vs Google BigQuery

On the evidence we track, Databricks leads this comparison with a composite score of 60/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Databricks full profile →Google BigQuery full profile →
Machine formatsJSONMarkdownGraphQLor send Accept: application/json
★Databricks60
Google BigQuery46
Score
Vioscale score
Databricks60 / 100low · 48%
Google BigQuery46 / 100low · 49%
Pricing
Free tier
Databricks✓
Google BigQuery✓
Model
Databrickscommercial
Google BigQueryfreemium
Price level
Databrickslow
Google BigQuerylow
Transparent
Databricks✓
Google BigQuery✗
Integrations
Count
Databricks6
Google BigQuery4
Security
Disclosure policy
Databricks✓
Google BigQuery–
Reliability
Status page
Databricks✓
Google BigQuery✓
Market
Availability

Capabilities

Feature-by-feature on the axes that matter for data warehouse software. “-” means undocumented, not absent.

Deployment
Deployment
DatabricksManaged cloud
Google BigQueryManaged cloud
Architecture
Architecture
DatabricksSeparated storage/compute
Google BigQueryServerless
Compute model
DatabricksServerless
Google BigQuery-
Query
SQL dialect
DatabricksVendor-specific
Google BigQueryVendor-specific
Federation / lakehouse query-in-place
Databricks-
Google BigQuery✓
Interoperability
Table-format support
DatabricksDelta, Iceberg
Google BigQuery-
Scale
Concurrency scaling
DatabricksAutomatic
Google BigQuery-
Ingestion
Streaming ingest
Databricks✓
Google BigQuery✗
Data model
Semi-structured (JSON/VARIANT)
DatabricksFirst-class
Google BigQueryFirst-class
Analytics
ML / in-DB functions
Databricks✓
Google BigQuery✓
Sharing
Data sharing / marketplace
Databricks✓
Google BigQuery✓
Licensing
Licence class
DatabricksProprietary
Google BigQueryProprietary

What each one is

The product in its own terms, so the numbers below have context.

Databricks

Leader

Databricks is a unified data, analytics, and AI platform for enterprises that combines data warehousing, machine learning, and AI agent capabilities through its lakehouse architecture and serverless Postgres offering (Lakebase).

Independently observed

Google BigQuery

BigQuery is a fully managed, serverless data warehouse that supports analytics, machine learning, and AI applications. It enables users to store and query large datasets while integrating built-in AI capabilities for predictive analytics and natural language interaction.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Databricks

Leader
from $0.07/moUsage-basedFree tier

Pay-as-you-go usage-based pricing from $0.069 / DBU or CU per second. Committed Use Contracts available for volume discounts. Free tier available.

  • Data EngineeringFrom $0.15 / DBU per second
    • Orchestrate data processing
    • Build streaming and batch pipelines
    • Ingest data from multiple sources
  • Data WarehousingFrom $0.22 / DBU per second
    • SQL analytics
    • BI reporting
    • Available in Classic and Serverless compute
  • Interactive WorkloadsFrom $0.40 / DBU per second
    • Data science workloads
    • Build custom applications
    • Security and governance
  • Operational DatabaseFrom $0.069 / CU per second
    • Postgres database
    • Data and feature serving
  • Artificial IntelligenceFrom $0.07 / DBU per second
    • GenAI applications
    • Model Serving
    • AI Functions
    • Model Training
  • GenieFree
    • Natural language Q&A
    • AI Coding Assistant
    • Enterprise Knowledge access
as of verify ↗

Google BigQuery

Usage-basedFree tier

Free tier with 10 GiB storage and 1 TiB monthly queries. New customers receive $300 in free credits.

  • Free tierFree
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
Databricks✓
Google BigQuery✓
Deployment
Cloud / SaaS
Databricks✓
Google BigQuery✓

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

Databricks

Leader
6 total
  • Teams
  • Slack
  • Confluence
  • Power Platform
  • Copilot Studio
  • Zerobus
Independently observed

Google BigQuery

4 total
  • Gemini Enterprise Agent Platform
  • Data Engineering Agent
  • Data Science Agent
  • Conversational Analytics Agent
Independently observed

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.