vioscaleAI
Comparison

Amazon Managed Service for Apache Flink vs Materialize

No clear leader: Materialize (46.1) and Amazon Managed Service for Apache Flink (45.1) 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.

Amazon Managed Service for Apache Flink full profile →Materialize full profile →
Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
Amazon Managed Service for Apache Flink45
Materialize46
Score
vioscaleAI score
Amazon Managed Service for Apache Flink45 / 100medium · 55%
Materialize46 / 100medium · 55%
Pricing
Free tier
Amazon Managed Service for Apache Flink✓
Materialize✓
Model
Amazon Managed Service for Apache Flinkfreemium
Materializefreemium
Price level
Amazon Managed Service for Apache Flinklow
Materializelow
Starting price
Amazon Managed Service for Apache Flink$0.10
Materialize$0.00
Transparent
Amazon Managed Service for Apache Flink✗
Materialize✗
Integrations
Count
Amazon Managed Service for Apache Flink5
Materialize2
Security
Disclosure policy
Amazon Managed Service for Apache Flink✓
Materialize✓
Fedramp
Amazon Managed Service for Apache Flink✓
Materialize–
Gdpr
Amazon Managed Service for Apache Flink✓
Materialize–
Hipaa
Amazon Managed Service for Apache Flink✓
Materialize–
Pci
Amazon Managed Service for Apache Flink✓
Materialize–
Soc2
Amazon Managed Service for Apache Flink–
Materialize✓
Trust center
Amazon Managed Service for Apache Flinkhttps://aws.amazon.com/compliance/?nc2=h_dsc_aa_cmp
Materialize–
Market
Availability
Content
Faq
Amazon Managed Service for Apache Flink6 items
Materialize7 items

Capabilities

Feature-by-feature on the axes that matter for streaming analytics. “-” means undocumented, not absent.

Capabilities
Processing model
Amazon Managed Service for Apache Flink-
Materialize-
Delivery guarantee
Amazon Managed Service for Apache FlinkExactly once
Materialize-
Streaming sql
Amazon Managed Service for Apache Flink✓
Materialize✓
Event time watermarks
Amazon Managed Service for Apache Flink-
Materialize-
Stateful processing
Amazon Managed Service for Apache Flink✓
Materialize-
Cdc support
Amazon Managed Service for Apache Flink-
Materialize✓
Deployment model
Amazon Managed Service for Apache FlinkManaged saas
MaterializeManaged saas
Autoscaling
Amazon Managed Service for Apache Flink✓
Materialize-
Connector breadth
Amazon Managed Service for Apache Flink-
Materialize-
Latency class
Amazon Managed Service for Apache FlinkSub second
MaterializeSub second
Open source
Amazon Managed Service for Apache Flink✗
Materialize-
SOC2
Amazon Managed Service for Apache Flink-
Materialize-
Pricing model
Amazon Managed Service for Apache FlinkUsage based saas
Materialize-

What each one is

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

Amazon Managed Service for Apache Flink

A cloud service that provisions, configures, and operates Apache Flink clusters for real-time stream processing with built-in monitoring, auto-scaling, and high availability across multiple availability zones.

Independently observed

Materialize

Materialize transforms data from databases, ERPs, and CRMs into continuously updated, queryable views using SQL. It enables real-time data transformation and delivery with sub-millisecond latency, maintaining fresh business context for applications and agent systems.

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 Managed Service for Apache Flink

from $0.10/gbUsage-based

From $0.11/KPU-hour + $0.10/GB-month storage. Usage-based pricing, billed in one-second increments.

  • Streaming Applications$0.11/KPU-hour + $0.10/GB-month storage (US-East-1)
    • Auto-scaling
    • Stateful processing
    • Multi-AZ deployment
    • Application lifecycle APIs
  • Studio Interactive ModeAdditional KPUs for interactive development plus standard processing costs
    • 2 additional KPUs per application
    • Interactive notebook environment
    • Real-time query and analysis
as of verify ↗

Materialize

from $0.00/GB/hourHybridFree tier7-day trial

Free tier (Community License). Cloud On-Demand from $1.50/compute credit/hour. Annual Cloud Capacity and Enterprise plans available.

  • Cloud On-Demand$1.50/compute credit/hour
    • All cluster sizes
    • Automated upgrades
    • Auto-scaling
    • RBAC
    • Always-on encryption
    • +6 more
  • Cloud CapacityAnnual prepaid with volume discounts and dedicated support
    • All cluster sizes
    • Automated upgrades
    • Auto-scaling
    • RBAC
    • SOC II compliance
    • +9 more
  • Community LicenseFree
    • Production-ready
    • Self-managed
    • Community Slack support
    • AI chatbot
  • Enterprise LicenseContact sales
    • Unlimited scale
    • Priority support
    • Optional SLAs
as of verify ↗

Platform & deployment

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

Platforms
Web
Amazon Managed Service for Apache Flink✓
Materialize✓
CLI
Amazon Managed Service for Apache Flink✓
Materialize✗
Deployment
Cloud / SaaS
Amazon Managed Service for Apache Flink✓
Materialize✓
Self-hosted
Amazon Managed Service for Apache Flink✗
Materialize✓
On-premise
Amazon Managed Service for Apache Flink✗
Materialize✓
Air-gapped
Amazon Managed Service for Apache Flink✗
Materialize✓

Integrations

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

Amazon Managed Service for Apache Flink

10 total
  • Apache Kafka
  • Amazon Kinesis Data Streams
  • Amazon Kinesis Data Firehose
  • Amazon S3
  • Amazon DynamoDB
  • JDBC
  • Apache Beam
  • AWS SDKs
  • Amazon MSK
  • Amazon OpenSearch Service
Independently observed

Materialize

8 total
  • Kafka
  • Redpanda
  • Metabase
  • dbt
  • Datadog
  • Grafana
  • Prometheus
  • PostgreSQL
Independently observed
Still deciding?

Amazon Managed Service for Apache Flink or Materialize: 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.