vioscaleAI
Comparison

Databricks vs Firebolt

On the evidence we track, Firebolt leads this comparison with a composite score of 63/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Databricks full profile →Firebolt full profile →
Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
Databricks53
★Firebolt63
Score
vioscaleAI score
Databricks53 / 100low · 47%
Firebolt63 / 100medium · 74%
Pricing
Free tier
Databricks✓
Firebolt✓
Model
Databricksfree
Fireboltfreemium
Price level
Databricksfree
Fireboltlow
Transparent
Databricks✗
Firebolt✓
Integrations
Count
Databricks14
Firebolt4
Security
Certifications
Disclosure policy
Databricks✓
Firebolt–
Gdpr
Databricks–
Firebolt✓
Hipaa
Databricks–
Firebolt✓
Iso27001
Databricks–
Firebolt✓
Soc2
Databricks–
Firebolt✓
Trust center
Reliability
Status page
Databricks✓
Firebolt✓
Market
Availability
Content
Faq
Databricks6 items
Firebolt7 items

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
FireboltManual
Ingestion
Streaming ingest
Databricks✓
Firebolt✓
Data model
Semi-structured (JSON/VARIANT)
DatabricksFirst-class
FireboltFirst-class
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

An integrated data and AI platform built on open formats that merges transactional reliability with analytics and machine learning capabilities, enabling organizations to manage data, models, and AI applications together without vendor lock-in.

Independently observed

Firebolt

Leader

An open-source analytical database designed for real-time and batch analytics that can run from a single laptop to distributed clusters across multiple cloud providers. It supports industry-standard formats like Iceberg, uses a Postgres-compatible SQL dialect, and offers per-second billing with no fixed costs.

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

Leader
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✓
Android
Databricks✓
Firebolt✗
CLI
Databricks✗
Firebolt✓
Deployment
Cloud / SaaS
Databricks✓
Firebolt✓
Self-hosted
Databricks✗
Firebolt✓
On-premise
Databricks✗
Firebolt✓

Integrations

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

Databricks

22 total
  • Teams
  • Slack
  • Confluence
  • Power Platform
  • Copilot Studio
  • Zerobus
  • Microsoft Power Platform
  • Microsoft Teams
  • Apache Spark
  • MLflow
  • Delta Lake
  • Apache Iceberg
  • Unity Catalog
  • Lakeflow
  • Databricks SQL
  • Databricks Genie
  • Lakebase
  • dbt
  • Trino
  • LangChain
  • PyTorch
  • DSPy
Independently observed

Firebolt

Leader
14 total
  • Claude
  • Copilot
  • Cursor
  • Salesforce
  • RudderStack
  • Onfire
  • Calendly
  • Cal.com
  • Smartlead
  • Zapier
  • Tableau Cloud
  • Iceberg
  • S3
  • Kafka
Independently observed
Still deciding?

Databricks or Firebolt: 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.