Comparison

Amazon Redshift vs Apache Hudi

On the evidence we track, Amazon Redshift leads this comparison with a composite score of 55/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Amazon Redshift full profile →Apache Hudi full profile →

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★Amazon Redshift55

Apache Hudi50

Attribute comparison across 2 tools
Attribute	Amazon RedshiftLeader	Apache Hudi
Vioscale score	55 / 100medium · 73%	50 / 100medium · 57%
Pricing
Free tierpricing.free_tier	✓	✓
Modelpricing.model	freemium	open_source
Price levelpricing.price_level	low	free
Transparentpricing.transparent	✓	-
Integrations
Countintegrations.count	7	7
Security
Disclosure policysecurity.disclosure_policy	✓	-
Fedrampsecurity.fedramp	✓	-
Gdprsecurity.gdpr	✓	-
Hipaasecurity.hipaa	✓	-
Pcisecurity.pci	✓	-
Scorecardsecurity.scorecard	-	6.5
Vulnerabilitiessecurity.vulnerabilities	-	Count: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=maven&package_name=org.apache.hudi%3Ahudi-hadoop-mr&per_page=100 · Last 12m: 0
Reliability
Status pagereliability.status_page	✓	-
Adoption
Dependent reposadoption.dependent_repos	-	358
Github starsadoption.github_stars	-	6,219
Package downloads weeklyadoption.package_downloads_weekly	-	8,142
Activity
Commits last 30dactivity.commits_last_30d	-	100
Release
Cadence daysrelease.cadence_days	-	61
Historyrelease.history	-	20 items
License
Spdxlicense.spdx	-	Apache-2.0
Language
Primarylanguage.primary	-	Java
Market
Availabilitymarket.availability	Available worldwide · HQ US	-

Score

Vioscale score

Amazon Redshift55 / 100medium · 73%

Apache Hudi50 / 100medium · 57%

Pricing

Free tier

Amazon Redshift✓

Apache Hudi✓

Model

Amazon Redshiftfreemium

Apache Hudiopen_source

Price level

Amazon Redshiftlow

Apache Hudifree

Transparent

Amazon Redshift✓

Apache Hudi–

Integrations

Count

Amazon Redshift7

Apache Hudi7

Security

Disclosure policy

Amazon Redshift✓

Apache Hudi–

Fedramp

Amazon Redshift✓

Apache Hudi–

Gdpr

Amazon Redshift✓

Apache Hudi–

Hipaa

Amazon Redshift✓

Apache Hudi–

Pci

Amazon Redshift✓

Apache Hudi–

Scorecard

Amazon Redshift–

Apache Hudi6.5

Vulnerabilities

Amazon Redshift–

Apache HudiCount: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=maven&package_name=org.apache.hudi%3Ahudi-hadoop-mr&per_page=100 · Last 12m: 0

Reliability

Status page

Amazon Redshift✓

Apache Hudi–

Adoption

Dependent repos

Amazon Redshift–

Apache Hudi358

Github stars

Amazon Redshift–

Apache Hudi6,219

Package downloads weekly

Amazon Redshift–

Apache Hudi8,142

Activity

Commits last 30d

Amazon Redshift–

Apache Hudi100

Release

Cadence days

Amazon Redshift–

Apache Hudi61

History

Amazon Redshift–

Apache Hudi20 items

License

Spdx

Amazon Redshift–

Apache HudiApache-2.0

Language

Primary

Amazon Redshift–

Apache HudiJava

Market

Availability

Amazon RedshiftAvailable worldwide · HQ US

Apache Hudi–

Capabilities

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

Capability comparison for Data Warehouse Software
Capability	Amazon Redshift	Apache Hudi
Deployment
Deployment	Managed cloud	Self-hosted
Architecture
Architecture	Separated storage/compute	Separated storage/compute
Compute model	Clusters	-
Query
SQL dialect	Vendor-specific	-
Federation / lakehouse query-in-place	✓	✓
Interoperability
Table-format support	Iceberg, Parquet	Parquet with MOR support
Scale
Concurrency scaling	Automatic	-
Ingestion
Streaming ingest	✓	-
Data model
Semi-structured (JSON/VARIANT)	Functional	Functional
Analytics
ML / in-DB functions	✓	-
Sharing
Data sharing / marketplace	✓	-
Licensing
Licence class	Proprietary	Permissive OSS

Deployment

Amazon RedshiftManaged cloud

Apache HudiSelf-hosted

Architecture

Amazon RedshiftSeparated storage/compute

Apache HudiSeparated storage/compute

Compute model

Amazon RedshiftClusters

Apache Hudi-

Query

SQL dialect

Amazon RedshiftVendor-specific

Apache Hudi-

Federation / lakehouse query-in-place

Amazon Redshift✓

Apache Hudi✓

Interoperability

Table-format support

Amazon RedshiftIceberg, Parquet

Apache HudiParquet with MOR support

Scale

Concurrency scaling

Amazon RedshiftAutomatic

Apache Hudi-

Ingestion

Streaming ingest

Amazon Redshift✓

Apache Hudi-

Data model

Semi-structured (JSON/VARIANT)

Amazon RedshiftFunctional

Apache HudiFunctional

Analytics

ML / in-DB functions

Amazon Redshift✓

Apache Hudi-

Sharing

Data sharing / marketplace

Amazon Redshift✓

Apache Hudi-

Licensing

Licence class

Amazon RedshiftProprietary

Apache HudiPermissive OSS

What each one is

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

Amazon Redshift

Leader

A cloud-based data warehouse available in provisioned and serverless deployment models, supporting SQL analytics across data warehouses and data lakes. Redshift integrates with SageMaker for AI workloads and connects to S3 and third-party data sources via zero-ETL integrations.

Independently observed

Apache Hudi

Apache Hudi is an open-source project enabling data teams to manage analytics datasets with ACID transactions, temporal data access, and change capture. It provides multi-language APIs and integrates with data processing systems like Spark, Flink, and Presto.

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

Leader

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 2026-08-14verify ↗

Apache Hudi

Open sourceFree tier

as of 2026-08-14verify ↗

Platform & deployment

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

Platform and deployment support comparison
Supports	Amazon Redshift	Apache Hudi
WebPlatforms	✓	✗
LinuxPlatforms	✗	✓
CLIPlatforms	✓	✗
Cloud / SaaSDeployment	✓	✗
Self-hostedDeployment	✗	✓

Platforms

Web

Amazon Redshift✓

Apache Hudi✗

Linux

Amazon Redshift✗

Apache Hudi✓

CLI

Amazon Redshift✓

Apache Hudi✗

Deployment

Cloud / SaaS

Amazon Redshift✓

Apache Hudi✗

Self-hosted

Amazon Redshift✗

Apache Hudi✓

Integrations

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

Amazon Redshift

Leader

7 total

Amazon S3
Amazon SageMaker
Amazon Bedrock
Apache Iceberg
Apache Parquet
Streaming services
Operational databases

Independently observed

Apache Hudi

7 total

AWS Glue
Apache Spark
Apache Flink
Trino
Presto
Apache Hive
Apicurio Registry

Independently observed

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