Comparison

Databricks vs Trino

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 →Trino full profile →

Machine formatsJSON Markdown GraphQLor send Accept: application/json

★Databricks60

Trino52

Attribute comparison across 2 tools
Attribute	DatabricksLeader	Trino
Vioscale score	60 / 100low · 48%	52 / 100medium · 54%
Pricing
Free tierpricing.free_tier	✓	✓
Modelpricing.model	commercial	open_source
Price levelpricing.price_level	low	free
Transparentpricing.transparent	✓	✓
Integrations
Countintegrations.count	6	18
Security
Disclosure policysecurity.disclosure_policy	✓	-
Scorecardsecurity.scorecard	-	5.6
Vulnerabilitiessecurity.vulnerabilities	-	Count: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=maven&package_name=io.trino%3Atrino-jdbc&per_page=100 · Last 12m: 0
Reliability
Status pagereliability.status_page	✓	-
Adoption
Dependent reposadoption.dependent_repos	-	468
Github starsadoption.github_stars	-	13,183
Activity
Commits last 30dactivity.commits_last_30d	-	100
Release
Cadence daysrelease.cadence_days	-	45
Historyrelease.history	-	7 items
License
Spdxlicense.spdx	-	Apache-2.0
Language
Primarylanguage.primary	-	Java
Market
Availabilitymarket.availability	Available worldwide · Popular in US	Available worldwide

Score

Vioscale score

Databricks60 / 100low · 48%

Trino52 / 100medium · 54%

Pricing

Free tier

Databricks✓

Trino✓

Model

Databrickscommercial

Trinoopen_source

Price level

Databrickslow

Trinofree

Transparent

Databricks✓

Trino✓

Integrations

Count

Databricks6

Trino18

Security

Disclosure policy

Databricks✓

Trino–

Scorecard

Databricks–

Trino5.6

Vulnerabilities

Databricks–

TrinoCount: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=maven&package_name=io.trino%3Atrino-jdbc&per_page=100 · Last 12m: 0

Reliability

Status page

Databricks✓

Trino–

Adoption

Dependent repos

Databricks–

Trino468

Github stars

Databricks–

Trino13,183

Activity

Commits last 30d

Databricks–

Trino100

Release

Cadence days

Databricks–

Trino45

History

Databricks–

Trino7 items

License

Spdx

Databricks–

TrinoApache-2.0

Language

Primary

Databricks–

TrinoJava

Market

Availability

DatabricksAvailable worldwide · Popular in US

TrinoAvailable worldwide

Capabilities

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

Capability comparison for Data Warehouse Software
Capability	Databricks	Trino
Deployment
Deployment	Managed cloud	Self-hosted
Architecture
Architecture	Separated storage/compute	Coupled MPP
Compute model	Serverless	Clusters
Query
SQL dialect	Vendor-specific	ANSI SQL
Federation / lakehouse query-in-place	-	✓
Interoperability
Table-format support	Delta, Iceberg	-
Scale
Concurrency scaling	Automatic	-
Ingestion
Streaming ingest	✓	-
Data model
Semi-structured (JSON/VARIANT)	First-class	-
Analytics
ML / in-DB functions	✓	-
Sharing
Data sharing / marketplace	✓	-
Licensing
Licence class	Proprietary	Permissive OSS

Deployment

DatabricksManaged cloud

TrinoSelf-hosted

Architecture

DatabricksSeparated storage/compute

TrinoCoupled MPP

Compute model

DatabricksServerless

TrinoClusters

Query

SQL dialect

DatabricksVendor-specific

TrinoANSI SQL

Federation / lakehouse query-in-place

Databricks-

Trino✓

Interoperability

Table-format support

DatabricksDelta, Iceberg

Trino-

Scale

Concurrency scaling

DatabricksAutomatic

Trino-

Ingestion

Streaming ingest

Databricks✓

Trino-

Data model

Semi-structured (JSON/VARIANT)

DatabricksFirst-class

Trino-

Analytics

ML / in-DB functions

Databricks✓

Trino-

Sharing

Data sharing / marketplace

Databricks✓

Trino-

Licensing

Licence class

DatabricksProprietary

TrinoPermissive OSS

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

Trino

An open-source SQL query engine built for fast, distributed analytics over large-scale datasets stored in multiple systems. It enables users to query data in place without copying, supporting interactive analytics workloads from single queries to high-volume applications.

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 2026-08-03verify ↗

Trino

Open sourceFree tier

as of 2026-08-14verify ↗

Platform & deployment

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

Platform and deployment support comparison
Supports	Databricks	Trino
WebPlatforms	✓	✗
CLIPlatforms	✗	✓
Cloud / SaaSDeployment	✓	✓
Self-hostedDeployment	✗	✓
On-premiseDeployment	✗	✓

Platforms

Web

Databricks✓

Trino✗

CLI

Databricks✗

Trino✓

Deployment

Cloud / SaaS

Databricks✓

Trino✓

Self-hosted

Databricks✗

Trino✓

On-premise

Databricks✗

Trino✓

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

Trino

18 total

Grafana
Apache Airflow
Apache DolphinScheduler
Coginiti
Cube
DBeaver
dbt
DbVisualizer
Emacs
Tableau
Power BI
Superset
R
Hadoop
S3
Cassandra
MySQL
Elasticsearch

Independently observed

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