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Head-to-head · Data Federation Software

Dremio vs Trino

  • Updated Oct 2026
  • Both researched from official sources
  • 7 checks side by side
Higher score Dremio #3 in Data Federation Software 8.8/10 Free plan · 30-day trial Free planFree trial✓ 0 of 7 features Visit Dremio
Trino #4 in Data Federation Software 8.6/10 Free plan Free plan✓ 6 of 7 features Visit Trino

Dremio leads on 0 checks, Trino on 0, and 7 are even. Who comes out ahead on the 7 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreDremio · 8.8/10
  • Free planboth
  • Free trialonly Dremio
  • Most featuresTrino · 6 of 7

Dremio scores higher on our rubric for data federation software: 8.8 against 8.6 out of 10; our editors rank them #3 and #4.

Dremio is the better fit for modern lakehouse and federated analytics. Trino is the better fit for open-source distributed SQL federation.

  • Dremio fits best

    Modern lakehouse and federated analytics

  • Trino fits best

    Open-source distributed SQL federation

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.

Side by side

Feature Dremio 8.8/10 Visit ↗ Trino 8.6/10 Visit ↗
At a glance
Editor score 8.8 8.6
Ranking #3 in Data Federation Software #4 in Data Federation Software
Best for Modern lakehouse and federated analytics Open-source distributed SQL federation
Pricing model Free plan + paid Free
Starting price — Free plan
Free plan ✓ ✓
Free trial 30 days —
Deployment Cloud, Self-hosted Cloud, Self-hosted
Platforms Web Linux
Support Email, Tickets, Community, Docs · 24/7 Community, Docs
Integrations 15 integrations 6 integrations
Built for Mid-market, Enterprise Mid-market, Enterprise
Features Dremio 0/7 · Trino 6/7
Cloud hosted Not checked yet ✓ (best)
Self-hosted Not checked yet ✓ (best)
SQL querying Not checked yet ✓ (best)
Query result cache Not checked yet ✓ (best)
Row-level security Not checked yet ✓ (best)
API access Not checked yet ✓ (best)
Scheduled queries Not checked yet Not checked yet
Our review
Pros
  • Federates queries across databases, warehouses, object storage, and NoSQL
  • Supports Apache Iceberg, Delta Lake, streaming ingestion, and open catalogs
  • Connects with Tableau, Power BI, dbt, Spark, Flink, and major catalogs
  • 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
Cons
  • Cloud pricing is consumption-based rather than a fixed subscription
  • Enterprise pricing requires contact with sales
  • Self-managed deployment requires customer-operated infrastructure
  • Requires manual, container, or Kubernetes deployment
  • Materialized views require explicit refresh commands
  • Query-result caching is specific to the BigQuery connector
Our verdict

Dremio is an open data lakehouse platform for organizations that need governed SQL analytics across object storage, databases, and lakehouse catalogs. Its distributed SQL query engine supports federated queries across databases,…

Read the review →

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,…

Read the review →
  1. DremioData Federation Software 8.8Free plan · 30-day trial
  2. TrinoData Federation Software 8.6Free plan

Strengths and trade-offs

  • Dremio — where it wins

    • Federates queries across databases, warehouses, object storage, and NoSQL
    • Supports Apache Iceberg, Delta Lake, streaming ingestion, and open catalogs
    • Connects with Tableau, Power BI, dbt, Spark, Flink, and major catalogs

    Where it doesn't

    • Cloud pricing is consumption-based rather than a fixed subscription
    • Enterprise pricing requires contact with sales
    • Self-managed deployment requires customer-operated infrastructure

  • Trino — 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
  • Dremio8.8/10 · Free plan · 30-day trial

    A broad federation and lakehouse platform with free, managed-cloud, and self-managed options.

    Visit DremioFull verdict →
  • Trino8.6/10 · Free plan

    A flexible SQL engine for querying and joining data across multiple systems.

    Visit TrinoFull verdict →

More comparisons

All data federation software comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update