Trino
Trino: A flexible SQL engine for querying and joining data across multiple systems. Ranked #5 of 24 in Data Federation Software by our editors (7.4/10); pricing: Free plan; best for open-source distributed SQL federation.
At a glance
- Editor score7.4 / 10
- PricingFree plan
- Best forOpen-source distributed SQL federation
- Free planYes
- Paid fromNone
- Cloud hostedYes
- Facts checked20 Sep 2026
Where it wins
- Federates SQL queries across databases, warehouses, storage, and streaming systems
- Distributed parallel execution supports interactive analytics and batch ETL
- Open-source deployment with REST access, monitoring, and fine-grained access control
Where it doesn't
- Requires manual, container, or Kubernetes deployment
- Materialized views require explicit refresh commands
- Query-result caching is specific to the BigQuery connector
Our verdict on Trino
Trino is an open-source, distributed SQL query engine for analyzing and joining data across multiple systems without copying everything into one store. It is designed for teams that need centralized data access across relational databases, NoSQL systems, object storage, streaming platforms, and warehouses. ANSI SQL support, REST access, and deployment on Linux, in containers, on Kubernetes, or in on-premises and cloud environments make it suitable for interactive analytics, batch ETL, and high-volume applications.
Its strongest fit is breadth across heterogeneous data platforms. Connectors include BigQuery, Cassandra, Kafka, MySQL, PostgreSQL, and Snowflake, alongside support for other databases, object storage, streaming systems, and warehouses. Distributed parallel query execution helps coordinate federated workloads, while the web-based interface provides cluster and query monitoring. Materialized views are available for repeated analytical work, with explicit refresh commands. Teams choosing Trino should value SQL-based federation and connector coverage more than a single-store architecture.
Trino is distributed as open-source software rather than a vendor-priced SaaS product, so its appeal centers on deployment control and self-hosted coverage. The platform also provides a REST API for submitting queries and retrieving results, plus row filtering and column masking through Ranger for fine-grained access control. Query-result caching is documented for the BigQuery connector specifically, while materialized views provide a separate approach to reusable results. Trino is a strong choice for organizations prepared to manage deployment and operations; teams seeking a fully managed, vendor-priced service should consider a different model.
Trino pricing
Trino fact sheet
| Free plan | Yes |
|---|---|
| Paid from | None |
| Cloud hosted | Yes |
| Self-hosted | Yes |
| SQL querying | Yes |
| Query result cache | Yes |
| Row-level security | Yes |
| API access | Yes |
| Scheduled queries | Not verified |
| Deployment | Cloud, Self-hosted |
| Platforms | Linux |
| Support | Community, Docs |
| Built for | Mid-market, Enterprise (editorial estimate) |
| Integrations | 6 integrations: BigQuery, Cassandra, Kafka, MySQL, PostgreSQL, Snowflake See all → |
| Pricing | Free plan |
| Website | trino.io |
| Facts checked | 20 Sep 2026 |
Trino integrations
Trino lists 6 integrations on its own site.
- BigQuery
- Cassandra
- Kafka
- MySQL
- PostgreSQL
- Snowflake
Alternatives to Trino
- Denodo PlatformA governed data federation layer with broad access methods, security controls, and enterprise scale.9.4
- Starburst GalaxyA cloud-native federation platform with a free tier and usage-based paid plans.8.4
- DremioA broad federation and lakehouse platform with free, managed-cloud, and self-managed options.7.7
Trino vs the competition
- Trino vs Denodo Platform
- Trino vs Starburst Galaxy
- Trino vs Dremio
- Trino vs Querona
- Trino vs Stardog
- Trino vs IBM Data Virtualization
Compare Trino with any tool side by side →
Also listed in
- Data Virtualization Software
- OLAP Databases
- Query Engine Software
- Analytics Databases
- Analytics Data
- Big Data Analytics Software
Used Trino? Be the first to review it
The editor score above is our own research. What this page doesn't have yet is a reader's view — what you used Trino for, what worked and what didn't. No stars are seeded and no review is paid for; an editor reads every one before it appears.
Write a reviewTwo minutes · verified accounts only · read by an editor before it appears
Featured on iTechGuides
Trino is listed in our Data Federation Software directory. Add the badge to your site — it links back to this page.
<a href="https://www.itechguides.com/products/trino/"><img src="https://www.itechguides.com/best/badge/trino.svg" alt="Featured on iTechGuides" width="230" height="46"></a>
Reviewed by iTechGuides Editors · Editorial team · Updated Sep 2026
Advertiser disclosure: iTechGuides is reader-supported. We may earn a commission when you click some links. How we rank.
Last updated · How we research and update