vioscaleAI
Comparison

Apache Druid vs Dremio

On the evidence we track, Dremio leads this comparison with a composite score of 72/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Apache Druid full profile →Dremio full profile →
Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
Apache Druid49
★Dremio72
Score
vioscaleAI score
Apache Druid49 / 100medium · 54%
Dremio72 / 100medium · 69%
Pricing
Free tier
Apache Druid✓
Dremio✓
Model
Apache Druidopen_source
Dremiofreemium
Price level
Apache Druidfree
Dremiolow
Transparent
Apache Druid✓
Dremio✗
Integrations
Count
Apache Druid3
Dremio9
Security
Disclosure policy
Apache Druid–
Dremio✓
Gdpr
Apache Druid–
Dremio✓
Iso27001
Apache Druid–
Dremio✓
Scorecard
Apache Druid7.5
Dremio–
Soc2
Apache Druid–
Dremio✓
Trust center
Vulnerabilities
Reliability
Sla pct
Apache Druid–
Dremio99.99
Status page
Apache Druid–
Dremio✓
Adoption
Dependent repos
Apache Druid264
Dremio–
Github stars
Apache Druid14,064
Dremio–
Activity
Commits last 30d
Apache Druid100
Dremio–
Release
Cadence days
Apache Druid61
Dremio–
History
Apache Druid20 items
Dremio–
License
Spdx
Apache DruidApache-2.0
Dremio–
Language
Primary
Apache DruidJava
Dremio–
Market
Availability
Apache DruidAvailable worldwide
Dremio–
Content
Faq
Apache Druid5 items
Dremio6 items

Capabilities

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

Deployment
Deployment
Apache DruidSelf-hosted
DremioHybrid
Architecture
Architecture
Apache DruidSeparated storage/compute
DremioSeparated storage/compute
Compute model
Apache DruidClusters
Dremio-
Query
SQL dialect
Apache DruidVendor-specific
DremioVendor-specific
Federation / lakehouse query-in-place
Apache Druid-
Dremio✓
Interoperability
Table-format support
Apache Druid-
DremioApache Iceberg
Scale
Concurrency scaling
Apache Druid-
Dremio-
Ingestion
Streaming ingest
Apache Druid✓
Dremio✓
Data model
Semi-structured (JSON/VARIANT)
Apache DruidFunctional
DremioFirst-class
Analytics
ML / in-DB functions
Apache Druid-
Dremio-
Sharing
Data sharing / marketplace
Apache Druid-
Dremio-
Licensing
Licence class
Apache DruidPermissive OSS
DremioSource-available

What each one is

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

Apache Druid

Optimized for real-time analytics with rapid query execution on streaming and batch data. Provides native integration with Apache Kafka, Amazon Kinesis, and RabbitMQ for low-latency ingestion at scale.

Independently observed

Dremio

Leader

An open-source lakehouse platform built on Apache Iceberg that enables data analytics and AI workloads with support for CDC, multi-source ingestion, and SQL-based querying.

Independently observed

Pricing

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

Apache Druid

Open source
as of verify ↗

Dremio

Leader
from $0.20/moconsumptionFree tier30-day trial

From $0.20 per DCU. Free Community Edition. 30-day free trial.

  • Dremio Cloud$0.20 per DCU. $400 credit free trial for 30 days.
    • Fully managed infrastructure (AWS, Azure coming soon)
    • Automatic scaling and optimization
    • Automatic feature releases
    • Zero infrastructure management
    • AI Agent
    • +4 more
  • Dremio EnterpriseContact sales
    • Self-managed on Kubernetes, on-premises, or cloud (AWS, Azure, GCP)
    • Full control over infrastructure, security, compliance
    • Flexible deployment options
    • AI Agent
    • AI Semantic Layer
    • +4 more
  • Dremio Community EditionFree
    • Query engine
as of verify ↗

Platform & deployment

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

Platforms
Web
Apache Druid✓
Dremio✓
CLI
Apache Druid✗
Dremio✓
Deployment
Cloud / SaaS
Apache Druid✗
Dremio✓
Self-hosted
Apache Druid✓
Dremio✓

Integrations

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

In common (1)
  • Kafka

Apache Druid

5 total - 4 not shared
  • Apache Kafka
  • Amazon Kinesis
  • Kinesis
  • RabbitMQ
Independently observed

Dremio

Leader
15 total - 14 not shared
  • Apache Iceberg
  • Apache Polaris
  • dbt
  • PostgreSQL
  • MySQL
  • MongoDB
  • DynamoDB
  • Oracle
  • SQL Server
  • DB2
  • AWS EMR
  • AWS Glue
  • Apache Spark
  • Postgres
Independently observed
Still deciding?

Apache Druid or Dremio: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

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