vioscale
Comparison

Apache Iceberg vs Firebolt

No clear leader: Apache Iceberg (62.2) and Firebolt (62.2) 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.

Apache Iceberg full profile →Firebolt full profile →
Machine formatsJSONMarkdownGraphQLor send Accept: application/json
Apache Iceberg62
Firebolt62
Score
Vioscale score
Apache Iceberg62 / 100medium · 56%updating
Firebolt62 / 100medium · 69%updating
Pricing
Free tier
Apache Iceberg–
Firebolt✓
Model
Apache Icebergopen_source
Fireboltcommercial
Price level
Apache Icebergfree
Fireboltlow
Transparent
Apache Iceberg–
Firebolt✓
Integrations
Count
Apache Iceberg20
Firebolt10
Security
Disclosure policy
Apache Iceberg✓
Firebolt–
Gdpr
Apache Iceberg–
Firebolt✓
Hipaa
Apache Iceberg–
Firebolt✓
Iso27001
Apache Iceberg–
Firebolt✓
Scorecard
Apache Iceberg7.9
Firebolt–
Soc2
Apache Iceberg–
Firebolt✓
Vulnerabilities
Reliability
Status page
Apache Iceberg✓
Firebolt✓
Adoption
Dependent repos
Apache Iceberg1
Firebolt–
Github stars
Apache Iceberg9,176
Firebolt–
Package downloads weekly
Apache Iceberg11,384,061
Firebolt–
Activity
Commits last 30d
Apache Iceberg100
Firebolt–
Release
Cadence days
Apache Iceberg50
Firebolt–
History
Apache Iceberg20 items
Firebolt–
License
Spdx
Apache IcebergApache-2.0
Firebolt–
Language
Primary
Apache IcebergJava
Firebolt–

Capabilities

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

Deployment
Deployment
Apache IcebergEmbedded
FireboltHybrid
Architecture
Architecture
Apache Iceberg-
FireboltSeparated storage/compute
Compute model
Apache Iceberg-
FireboltClusters
Query
SQL dialect
Apache Iceberg-
FireboltVendor-specific
Federation / lakehouse query-in-place
Apache Iceberg✓
Firebolt-
Interoperability
Table-format support
Apache IcebergIceberg (Parquet, ORC, Avro, Puffin data files)
FireboltIceberg, DuckLake
Scale
Concurrency scaling
Apache IcebergAutomatic
Firebolt-
Ingestion
Streaming ingest
Apache Iceberg✓
Firebolt✓
Data model
Semi-structured (JSON/VARIANT)
Apache IcebergFirst-class
Firebolt-
Analytics
ML / in-DB functions
Apache Iceberg-
Firebolt-
Sharing
Data sharing / marketplace
Apache Iceberg✓
Firebolt-
Licensing
Licence class
Apache IcebergPermissive OSS
FireboltPermissive OSS

What each one is

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

Apache Iceberg

Apache Iceberg is a table format that enables reliable, ACID-compliant SQL operations on big data. It allows multiple query engines—such as Spark, Trino, Flink, Hive, and Impala—to safely read and write the same tables concurrently, bringing traditional database semantics to analytics workloads.

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.

Apache Iceberg

Open source

Open source, no licensing cost

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
CLI
Apache Iceberg–
Firebolt✓
Deployment
Cloud / SaaS
Apache Iceberg✗
Firebolt✓
Self-hosted
Apache Iceberg✓
Firebolt✓
On-premise
Apache Iceberg✗
Firebolt✓
Hybrid
Apache Iceberg✗
Firebolt✓

Integrations

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

Apache Iceberg

20 total
  • Spark
  • Trino
  • Presto
  • Flink
  • Hive
  • Impala
  • PyArrow
  • DuckDB
  • Polars
  • Pandas
  • Ray
  • Datafusion
  • BigQuery
  • SQLAlchemy
  • S3
  • GCS
  • Azure Data Lake Storage
  • Hadoop
  • Kerberos
  • Thrift
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.