# Amazon Managed Service for Apache Flink vs Materialize

| Attribute | Amazon Managed Service for Apache Flink | Materialize |
|---|---|---|
| **Vioscale score** | 65 (42% (low)) | 67.7 (42% (low)) |
| deployment.options | `{"cloud":true}` | `{"cloud":true,"air_gapped":true,"self_hosted":true}` |
| description.long | A cloud-based service for building and running real-time stream processing applications using Apache Flink. Automatically scales computing resources based on workload, integrates with AWS data services, and eliminates infrastructure management overhead. | Ingests and unifies data from multiple systems using SQL to create live data products that agents and applications can query with minimal latency. Offers both cloud-managed and self-hosted deployment options with incremental computation for efficient processing of streaming data. |
| integrations.count | 8 | 7 |
| integrations.list | `[{"name":"Apache Kafka"},{"name":"Amazon Kinesis Data Streams"},{"name":"Amazon Kinesis Data Firehose"},{"name":"Amazon S3"},{"name":"Amazon DynamoDB"},{"name":"JDBC"},{"name":"Apache Beam"},{"name":"AWS SDKs"}]` | `[{"name":"Kafka"},{"name":"Redpanda"},{"name":"Metabase"},{"name":"dbt"},{"name":"Datadog"},{"name":"Grafana"},{"name":"Prometheus"}]` |
| market.availability | `{"hqCountry":"US","primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":["US","EU"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | - | `{"cli":true,"web":true}` |
| pricing | `{"type":"usage","plans":[{"free":false,"name":"Streaming Applications","summary":"$0.11/KPU-hour + $0.10/GB-month storage (US-East-1)","features":["Auto-scaling","Stateful processing","Multi-AZ deployment","Application lifecycle APIs"],"components":[{"per":{"qty":1,"unit":"KPU-hour"},"kind":"metered","amount":0.11,"currency":"USD"},{"per":{"qty":1,"unit":"gb"},"kind":"metered","amount":0.1,"currency":"USD"}],"description":"Pay for compute (KPUs) and storage used by running applications","contactSales":false},{"free":false,"name":"Studio Interactive Mode","summary":"Additional KPUs for interactive development plus standard processing costs","features":["2 additional KPUs per application","Interactive notebook environment","Real-time query and analysis"],"components":[{"per":{"qty":1,"unit":"KPU-hour"},"kind":"metered","amount":0.11,"currency":"USD"},{"per":{"qty":1,"unit":"gb"},"kind":"metered","amount":0.1,"currency":"USD"}],"description":"Interactive notebook environment with additional KPUs for development and orchestration","contactSales":false}],"addOns":[{"name":"Durable Backups","components":[{"per":{"qty":1,"unit":"gb"},"kind":"metered","amount":0.1,"currency":"USD"}]}],"summary":"From $0.11/KPU-hour + $0.10/GB-month storage. Usage-based pricing, billed in one-second increments.","currency":"USD","sourceUrl":"https://aws.amazon.com/managed-service-apache-flink/pricing/?nc=sn&loc=3","retrievedAt":"2026-08-19T21:36:26.545Z","startingPrice":{"unit":"gb","amount":0.1,"currency":"USD"},"billingPeriods":["month"]}` | `{"type":"hybrid","plans":[{"free":false,"name":"Cloud On-Demand","summary":"$1.50/compute credit/hour","features":["All cluster sizes","Automated upgrades","Auto-scaling","RBAC","Always-on encryption","Backups and recovery","Materialize Console","Prometheus exporter","Datadog & Grafana templates","AI chatbot and helpdesk support","Unlimited storage and input sources"],"commitment":"monthly","components":[{"per":{"qty":1,"unit":"compute credit/hour"},"kind":"metered","amount":1.5,"currency":"USD"},{"per":{"qty":1,"unit":"GB/hour"},"kind":"metered","amount":0.0000411,"currency":"USD"},{"per":{"qty":1,"unit":"GB"},"kind":"metered","amount":0.12,"currency":"USD"}],"description":"Pay-as-you-go fully managed SaaS with monthly billing","contactSales":false},{"free":false,"name":"Cloud Capacity","summary":"Annual prepaid with volume discounts and dedicated support","features":["All cluster sizes","Automated upgrades","Auto-scaling","RBAC","SOC II compliance","Always-on encryption","HA/DR","Materialize Console","Prometheus exporter","Datadog & Grafana templates","Dedicated account team","Guided onboarding","Volume discounts","Unlimited storage and input sources"],"commitment":"annual","description":"Prepaid annual plan with volume discounts and dedicated support","contactSales":false},{"free":true,"name":"Community License","summary":"Free forever (24GiB memory, 48GiB disk)","features":["Production-ready","Self-managed","Community Slack support","AI chatbot"],"components":[{"kind":"fixed","amount":0,"period":"month","currency":"USD"}],"description":"Self-managed, free forever for development and small deployments","contactSales":false,"includedLimits":{"disk":"48GiB","memory":"24GiB"}},{"free":false,"name":"Enterprise License","summary":"Annual license—contact for pricing","features":["Unlimited scale","Priority support","Optional SLAs"],"commitment":"annual","description":"Self-managed unlimited-scale deployment for production at large scale","contactSales":true}],"summary":"Free tier (Community License). Cloud On-Demand from $1.50/compute credit/hour. Annual Cloud Capacity and Enterprise plans available.","currency":"USD","freeTier":true,"sourceUrl":"https://materialize.com/materialize-pricing/","retrievedAt":"2026-08-19T21:34:33.133Z","freeTrialDays":7,"startingPrice":{"unit":"GB/hour","amount":0.0000411,"currency":"USD"},"billingPeriods":["month","year"]}` |
| pricing.free_tier | yes | yes |
| pricing.model | commercial | freemium |
| pricing.price_level | low | low |
| pricing.starting_price | `{"amount":0.1,"currency":"USD"}` | `{"amount":0.0000411,"currency":"USD"}` |
| pricing.transparent | yes | yes |
| security.disclosure_policy | yes | yes |
| security.fedramp | yes | - |
| security.gdpr | yes | - |
| security.hipaa | yes | - |
| security.pci | yes | - |
| security.soc2 | - | yes |

## Capabilities (Streaming Analytics)

| Capability | Amazon Managed Service for Apache Flink | Materialize |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Processing model | - | - |
| Delivery guarantee | - | - |
| Streaming sql | - | - |
| Event time watermarks | - | - |
| Stateful processing | - | - |
| Cdc support | - | - |
| Deployment model | - | - |
| Autoscaling | - | - |
| Connector breadth | - | - |
| Latency class | - | - |
| Open source | - | - |
| SOC2 | - | - |
| Pricing model | - | - |

*Source: Vioscale. Generated 2026-09-01T14:40:14.020Z. "-" = undocumented, not absent.*