Databricks vs Dremio: Which Big Data Is Better in 2026?
Compare pricing, features, integrations, verified reviews, AI capabilities, security, and customer satisfaction — side by side, with no marketing spin.
The Short Answer
Databricks vs Dremio, in 15 seconds
Choose Databricks if…
- You depend on a broad integration ecosystem
- You want deeper AI and automation features
- You have strict security & compliance needs
- You need the broader feature set
Choose Dremio if…
- You prefer Dremio's approach and ecosystem
Head-to-Head Scorecard
How Databricks and Dremio score
Databricks leads on 4 of 9 measured dimensions.
- Even
Customer Rating
Average score from verified user reviews
DatabricksNo reviewsDremioNo reviews - Even
Review Volume
Number of verified reviews — a proxy for adoption
Databricks0Dremio0 - Even
Entry Pricing
Lowest published starting price (free plan = lowest)
Databricks$0/moDremio$0/mo - Even
Free Access
Availability of a free plan and/or free trial
DatabricksFree plan + trialDremioFree plan + trial - Databricks
Integrations
Number of listed third-party integrations
Databricks10Dremio7 - Databricks
Features
Number of listed product capabilities
Databricks12Dremio0 - Databricks
AI Features
Capabilities mentioning AI, automation or ML
Databricks2Dremio— - Databricks
Security & Compliance
Number of listed compliance certifications
Databricks5Dremio3 - Dremio
Platforms & Deployment
Supported platforms and deployment options
Databricks3Dremio5
Feature Comparison
Databricks vs Dremio feature breakdown
Search or filter the full feature matrix — core features, AI, integrations, APIs, security and compliance.
Databricks
DremioPricing Comparison
Databricks vs Dremio pricing
Entry pricing, plan tiers and the cost factors that shape total cost of ownership.
Databricks
$0/mo to start- ETL/ELT pipelines
- Delta Lake
- Workflows and orchestration
- Auto-scaling clusters
- SQL analytics
- Serverless SQL warehouses
- BI tool connectivity
- Dashboards
- MLflow
- Model training and serving
- Generative AI / RAG
- Feature store
- Advanced security
- Unity Catalog governance
- Compliance (HIPAA, FedRAMP)
- Committed-use discounts
Dremio
$0/mo to start- Iceberg support
- Semantic layer basics
- Community support
- Lake connections
- Reflections and acceleration
- Security and RBAC
- Autoscaling engines
- Advanced governance
Total cost of ownership factors
Beyond list price, factor in implementation, training, add-ons and per-seat scaling when estimating total cost of ownership.
Pros & Cons
Databricks vs Dremio: strengths and trade-offs
Databricks
Pros
- Free plan available
- Free trial offered
- Broad integration ecosystem (10)
- Compliance: SOC 2, ISO 27001, GDPR
- Stronger AI / automation features
- Public API available
Cons
Dremio
Pros
- Free plan available
- Free trial offered
- Compliance: SOC 2, GDPR, ISO 27001
- Public API available
Cons
- Fewer native integrations than the alternative
Buyer Fit
Who should use Databricks vs Dremio?
Startups
Either
Either keeps early-stage costs lowest with its entry tier.
Small businesses
Either
Either offers the most accessible pricing for lean teams.
Agencies
Databricks
Databricks connects to more tools for multi-client workflows.
Enterprises
Databricks
Databricks leads on compliance and breadth for complex needs.
Ecommerce
Databricks
Databricks integrates with more of the commerce stack.
SaaS companies
Databricks
Databricks is the more developer- and automation-friendly choice.
Integration overlap
Shared integrations (4)
Only in Databricks (6)
Only in Dremio (3)
Keep Exploring
Other alternatives worth considering
Similar big data products buyers compare alongside Databricks and Dremio.
Ask SIA which solution fits your business
SIA, Saaskart's AI buying assistant, weighs Databricks and Dremio against your team size, budget, integrations and compliance needs — then recommends the right fit and the questions to ask each vendor.
Get a personalised recommendationDatabricks vs Dremio — Frequently Asked Questions
What is the difference between Databricks and Dremio?
Databricks and Dremio are both Big Data solutions. Databricks is rated 0.0/5 by 0 users, while Dremio is rated 0.0/5 by 0 users. The main differences lie in pricing, features, and target audience.
Which is better, Databricks or Dremio?
Based on user ratings, Databricks scores higher at 0.0/5. The best choice depends on your team size, budget, and specific requirements.
Which is cheaper, Databricks or Dremio?
Databricks is the more affordable option, starting at $0/month.
Does Databricks or Dremio have a free plan?
Databricks offers a free plan. does not have a free tier but does offer a free trial.
Can I switch from Databricks to Dremio?
Switching between Databricks and Dremio is possible. Both support data export. Check integration compatibility and plan for data migration to minimise disruption to your team.
Who should use Databricks vs Dremio?
Databricks is best suited for teams that prioritise enterprise features. Dremio works well for teams looking to start free and scale.
Our Verdict
The bottom line on Databricks vs Dremio
Best Overall
Either
It's a tie balances user satisfaction and proven adoption.
Best for Startups
Either
It's a tie has the friendliest entry point for new teams.
Best for Enterprise
Databricks
Databricks leads on compliance and feature breadth.
Best Value
Either
It's a tie delivers the lowest cost to get started.
Best AI Features
Databricks
Databricks ships more AI and automation.
Highest Rated
Either
Both earn equal user ratings.