Google BigQuery vs Trino

Google BigQuery9.3Visit Trino9.0Visit

Higher score Google BigQuery #1 in Query Engine Software 9.3/10 Free plan Free plan✓ 0 of 4 features Try Google BigQuery

vs

Trino #3 in Query Engine Software 9.0/10 Free plan Free plan✓ 0 of 4 features Visit Trino

• Google BigQuery fits best

  Broad, low-friction cloud analytics

• Trino fits best

  Open-source federated SQL infrastructure

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Side by side

Feature	Google BigQuery 9.3/10 Visit ↗	Trino 9.0/10 Visit ↗
At a glance
Editor score	9.3	9.0
Ranking	#1 in Query Engine Software	#3 in Query Engine Software
Best for	Broad, low-friction cloud analytics	Open-source federated SQL infrastructure
Pricing model	Free	Free
Starting price	Free	Free plan
Free plan	✓	✓
Free trial	—	—
Deployment	Cloud	Cloud, Self-hosted
Platforms	Web	Linux
Support	Docs, Live chat, Phone, Tickets, Community	Community, Docs
Integrations	10 integrations	6 integrations
Built for	Small business, Mid-market, Enterprise	Mid-market, Enterprise
Features Google BigQuery 0/4 · Trino 0/4
Federated queries	Not checked yet	Not checked yet
Heterogeneous sources	Not checked yet	Not checked yet
Result caching	Not checked yet	Not checked yet
Streaming sources	Not checked yet	Not checked yet
Specs
Deployment	Not checked yet	Not checked yet
SQL support	Not checked yet	Not checked yet
Source connectors	Not checked yet	Not checked yet
Our review
Pros	Serverless SQL with storage and compute that scale independently Federated queries, streaming ingestion, and data lake support Built-in ML, governance, vector search, and generative AI functions	Queries and joins data across databases, warehouses, object storage, and streams Distributed execution supports interactive analytics, ETL, and high-volume applications Fine-grained controls include row filtering and column masking through Ranger
Cons	Usage-based pricing can vary by query, storage, region, and operation Capacity-based editions add planning beyond the free tier Cloud-only deployment may not suit teams seeking local infrastructure	Deployment and operations require self-hosted infrastructure or managed cloud setup Materialized views require explicit refresh commands Query-result caching is connector-specific rather than engine-wide
Our verdict	Google BigQuery is a fully managed, serverless cloud data warehouse for organizations that need to store, query, and analyze large datasets. It is designed for data engineering, business intelligence, data science, real-time analytics, and… Read the review →	Trino is an open-source, distributed SQL query engine for analyzing data across multiple systems without copying it into one store. It is suited to data teams building federated analytics, centralized data access, batch ETL, interactive… Read the review →

Strengths and trade-offs

• Google BigQuery — where it wins

  • Serverless SQL with storage and compute that scale independently
  • Federated queries, streaming ingestion, and data lake support
  • Built-in ML, governance, vector search, and generative AI functions

  Where it doesn't

  • Usage-based pricing can vary by query, storage, region, and operation
  • Capacity-based editions add planning beyond the free tier
  • Cloud-only deployment may not suit teams seeking local infrastructure

• Trino — where it wins

  • Queries and joins data across databases, warehouses, object storage, and streams
  • Distributed execution supports interactive analytics, ETL, and high-volume applications
  • Fine-grained controls include row filtering and column masking through Ranger

  Where it doesn't

  • Deployment and operations require self-hosted infrastructure or managed cloud setup
  • Materialized views require explicit refresh commands
  • Query-result caching is connector-specific rather than engine-wide

• Google BigQuery9.3/10 · Free plan

  A broad, serverless query engine with flexible pricing and extensive analytics capabilities.

  Try Google BigQueryFull verdict →
• Trino9.0/10 · Free plan

  A flexible federated SQL engine for querying diverse systems without centralizing data.

  Visit TrinoFull verdict →