vioscale
Comparison

Databricks vs Firebolt

No clear leader: Firebolt (62.2) and Databricks (59.8) are within the 5-point margin; treat as a tie. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.

Databricks full profile →Firebolt full profile →
Machine formatsJSONMarkdownGraphQLor send Accept: application/json
Databricks60
Firebolt62
Score
Vioscale score
Databricks60 / 100low · 48%
Firebolt62 / 100medium · 69%
Pricing
Free tier
Databricks✓
Firebolt✓
Model
Databrickscommercial
Fireboltcommercial
Price level
Databrickslow
Fireboltlow
Transparent
Databricks✓
Firebolt✓
Integrations
Count
Databricks6
Firebolt10
Security
Disclosure policy
Databricks✓
Firebolt–
Gdpr
Databricks–
Firebolt✓
Hipaa
Databricks–
Firebolt✓
Iso27001
Databricks–
Firebolt✓
Soc2
Databricks–
Firebolt✓
Reliability
Status page
Databricks✓
Firebolt✓
Market
Availability

Capabilities

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

Deployment
Deployment
DatabricksManaged cloud
FireboltHybrid
Architecture
Architecture
DatabricksSeparated storage/compute
FireboltSeparated storage/compute
Compute model
DatabricksServerless
FireboltClusters
Query
SQL dialect
DatabricksVendor-specific
FireboltVendor-specific
Federation / lakehouse query-in-place
Databricks-
Firebolt-
Interoperability
Table-format support
DatabricksDelta, Iceberg
FireboltIceberg, DuckLake
Scale
Concurrency scaling
DatabricksAutomatic
Firebolt-
Ingestion
Streaming ingest
Databricks✓
Firebolt✓
Data model
Semi-structured (JSON/VARIANT)
DatabricksFirst-class
Firebolt-
Analytics
ML / in-DB functions
Databricks✓
Firebolt-
Sharing
Data sharing / marketplace
Databricks✓
Firebolt-
Licensing
Licence class
DatabricksProprietary
FireboltPermissive OSS

What each one is

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

Databricks

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

Firebolt

High-performance open-source analytical database supporting real-time analytics and batch processing. Runs as a single binary on laptops and scales to hundreds of nodes and petabytes in the cloud with per-second billing.

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

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 verify ↗

Firebolt

from $0.03/moHybridFree tier

Free open-source self-hosted option, or managed service from $0.92/hr per node + $0.0264/GB·mo. Includes $200 free credits.

  • Open SourceFree
    • self-hosted
    • no limits
  • Managed ServiceFrom $0.92/hr per node + $0.0264/GB·mo storage. Includes $200 free credits.
    • per-second billing
    • auto-scaling
    • auto start/resume
    • scale to zero
    • workload isolation
    • +1 more
  • Bring Your Own CloudContact sales
as of verify ↗

Platform & deployment

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

Platforms
Web
Databricks✓
Firebolt✗
CLI
Databricks✗
Firebolt✓
Deployment
Cloud / SaaS
Databricks✓
Firebolt✓
Self-hosted
Databricks✗
Firebolt✓
On-premise
Databricks✗
Firebolt✓
Hybrid
Databricks✗
Firebolt✓

Integrations

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

Databricks

6 total
  • Teams
  • Slack
  • Confluence
  • Power Platform
  • Copilot Studio
  • Zerobus
Independently observed

Firebolt

10 total
  • Claude
  • Copilot
  • Cursor
  • Salesforce
  • RudderStack
  • Onfire
  • Calendly
  • Cal.com
  • Smartlead
  • Zapier
Independently observed

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