Comparison

Amazon Redshift vs Apache Iceberg

On the evidence we track, Apache Iceberg leads this comparison with a composite score of 60/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
Amazon Redshift49
★Apache Iceberg60
Score
vioscaleAI score
Amazon Redshift49 / 100medium · 63%
Apache Iceberg60 / 100medium · 56%
Pricing
Free tier
Amazon Redshift✗
Apache Iceberg–
Model
Amazon Redshiftcommercial
Apache Icebergopen_source
Price level
Amazon Redshiftunknown
Apache Icebergfree
Transparent
Amazon Redshift✓
Apache Iceberg–
Integrations
Count
Amazon Redshift7
Apache Iceberg20
Security
Certifications
Disclosure policy
Amazon Redshift✓
Apache Iceberg✓
Fedramp
Amazon Redshift✓
Apache Iceberg–
Gdpr
Amazon Redshift✓
Apache Iceberg–
Hipaa
Amazon Redshift✓
Apache Iceberg–
Pci
Amazon Redshift✓
Apache Iceberg–
Scorecard
Amazon Redshift–
Apache Iceberg7.9
Trust center
Reliability
Status page
Amazon Redshift✓
Apache Iceberg✓
Adoption
Dependent repos
Amazon Redshift–
Apache Iceberg1
Github stars
Amazon Redshift–
Apache Iceberg9,326
Package downloads weekly
Amazon Redshift–
Apache Iceberg6,665,583
Activity
Commits last 30d
Amazon Redshift–
Apache Iceberg100
Release
Cadence days
Amazon Redshift–
Apache Iceberg50
History
Amazon Redshift–
Apache Iceberg20 items
License
Spdx
Amazon Redshift–
Apache IcebergApache-2.0
Language
Primary
Amazon Redshift–
Apache IcebergJava
Market
Availability
Amazon RedshiftAvailable worldwide
Apache Iceberg–
Content
Faq
Amazon Redshift7 items
Apache Iceberg5 items

Capabilities

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

Deployment
Deployment
Amazon RedshiftManaged cloud
Apache IcebergEmbedded
Architecture
Architecture
Amazon RedshiftSeparated storage/compute
Apache Iceberg-
Compute model
Amazon RedshiftClusters
Apache Iceberg-
Query
SQL dialect
Amazon RedshiftVendor-specific
Apache Iceberg-
Federation / lakehouse query-in-place
Amazon Redshift✓
Apache Iceberg✓
Interoperability
Table-format support
Amazon RedshiftIceberg, Parquet
Apache IcebergIceberg (Parquet, ORC, Avro, Puffin data files)
Scale
Concurrency scaling
Amazon RedshiftAutomatic
Apache IcebergAutomatic
Ingestion
Streaming ingest
Amazon Redshift✓
Apache Iceberg✓
Data model
Semi-structured (JSON/VARIANT)
Amazon RedshiftFunctional
Apache IcebergFirst-class
Analytics
ML / in-DB functions
Amazon Redshift✓
Apache Iceberg-
Sharing
Data sharing / marketplace
Amazon Redshift✓
Apache Iceberg✓
Licensing
Licence class
Amazon RedshiftProprietary
Apache IcebergPermissive OSS

What each one is

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

Amazon Redshift

A managed cloud data warehouse that combines traditional warehouse analytics with data lake query capabilities through a unified SQL engine, powered by AWS Graviton processors for high performance and cost efficiency.

Independently observed

Apache Iceberg

Leader

A table format that brings SQL capabilities to large-scale analytical datasets and enables multiple computing engines to safely and concurrently query and modify the same tables.

Independently observed

Pricing

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

Amazon Redshift

from $0.54/moHybridFree tier90-day trial

Provisioned from $0.543/hour on-demand or discounted reserved rates; Serverless from $1.50/hour per-second billing. Free $300 credit for 90 days on new Serverless accounts.

  • Provisioned On-Demand$0.54/hr
    • Flexible scaling
    • Pause and resume
    • Node type selection
    • Elastic Resize
  • Provisioned Reserved Instances-
    • Significant discounts over on-demand
    • Steady-state workloads
    • Cost predictability
  • Serverless$1.50 per hour
    • Automatic capacity scaling
    • No idle charges
    • Seconds-based billing
    • Automatic shutdown
  • Serverless Reservations-
    • Up to 45% savings on Serverless compute
    • Cross-account sharing
    • AWS payer account management
as of verify ↗

Apache Iceberg

Leader
Open source

Open source, no licensing cost

as of verify ↗

Platform & deployment

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

Platforms
Web
Amazon Redshift✓
Apache Iceberg✗
macOS
Amazon Redshift✗
Apache Iceberg✓
Windows
Amazon Redshift✗
Apache Iceberg✓
Linux
Amazon Redshift✗
Apache Iceberg✓
CLI
Amazon Redshift✗
Apache Iceberg✓
Deployment
Cloud / SaaS
Amazon Redshift✓
Apache Iceberg✗
Self-hosted
Amazon Redshift✗
Apache Iceberg✓

Integrations

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

Amazon Redshift

8 total
  • Amazon S3
  • Amazon SageMaker
  • Amazon Bedrock
  • Apache Iceberg
  • Apache Parquet
  • Streaming services
  • Operational databases
  • Amazon MSK
Independently observed

Apache Iceberg

Leader
23 total
  • Spark
  • Trino
  • Presto
  • Flink
  • Hive
  • Impala
  • PyArrow
  • DuckDB
  • Polars
  • Pandas
  • Ray
  • Datafusion
  • BigQuery
  • SQLAlchemy
  • S3
  • GCS
  • Azure Data Lake Storage
  • Hadoop
  • Kerberos
  • Thrift
  • Avro
  • Parquet
  • ORC
Independently observed
Still deciding?

Amazon Redshift or Apache Iceberg: 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.