# Amazon Managed Service for Apache Flink vs Materialize

| Attribute | Amazon Managed Service for Apache Flink | Materialize |
|---|---|---|
| **vioscaleAI score** | 45.1 (55% (medium)) | 46.1 (55% (medium)) |
| content.faq | `[{"answer":"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. It is indexed under Streaming Analytics.","source":"https://aws.amazon.com/managed-service-apache-flink/pricing/?nc=sn&loc=3","question":"What is Amazon Managed Service for Apache Flink?","confidence":0.6},{"answer":"Amazon Managed Service for Apache Flink offers a free tier, so you can start without paying. Paid plans start at $0.10. Prices are published openly on the vendor's own pricing page. Pricing changes often, so verify at source before relying on it.","source":"https://aws.amazon.com/managed-service-apache-flink/pricing/?nc=sn&loc=3","question":"Is Amazon Managed Service for Apache Flink free?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for Amazon Managed Service for Apache Flink, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://aws.amazon.com/managed-service-apache-flink/pricing/?nc=sn&loc=3","question":"Can Amazon Managed Service for Apache Flink be self-hosted?","confidence":0.6},{"answer":"We have confirmed 8 integrations for Amazon Managed Service for Apache Flink, including Apache Kafka, Amazon Kinesis Data Streams, Amazon Kinesis Data Firehose, Amazon S3, Amazon DynamoDB, JDBC, Apache Beam and AWS SDKs. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://aws.amazon.com/managed-service-apache-flink/pricing/?nc=sn&loc=3","question":"What does Amazon Managed Service for Apache Flink integrate with?","confidence":0.6},{"answer":"We have independently confirmed HIPAA and GDPR for Amazon Managed Service for Apache Flink. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Amazon Managed Service for Apache Flink not holding them. Always confirm compliance directly before you rely on it.","source":"https://aws.amazon.com/security/?nc1=f_cc","question":"What security certifications does Amazon Managed Service for Apache Flink have?","confidence":0.7},{"answer":"Amazon Managed Service for Apache Flink is available worldwide. Its primary market is the United States. The vendor is headquartered in the United States.","source":"https://aws.amazon.com/managed-service-apache-flink/pricing/?nc=sn&loc=3","question":"Where is Amazon Managed Service for Apache Flink available?","confidence":0.75}]` | `[{"answer":"Materialize is a real-time data integration platform enabling engineering teams to use SQL to transform distributed data sources into continuously-updated semantic representations that power applications and AI agents. It is indexed under Streaming Analytics.","source":"https://materialize.com","question":"What is Materialize?","confidence":0.6},{"answer":"Materialize offers a free tier, so you can start without paying. Paid plans start at $0.00. Prices are published openly on the vendor's own pricing page. Pricing changes often, so verify at source before relying on it.","source":"https://materialize.com/materialize-pricing/","question":"Is Materialize free?","confidence":0.6},{"answer":"We have confirmed browser-based access to Materialize. That is the extent of what we could verify from public sources, so it may well offer desktop or mobile clients we have not indexed.","source":"https://materialize.com","question":"What platforms does Materialize support?","confidence":0.6},{"answer":"Yes. Materialize can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://materialize.com","question":"Can Materialize be self-hosted?","confidence":0.6},{"answer":"We have confirmed 7 integrations for Materialize, including Kafka, Redpanda, Metabase, dbt, Datadog, Grafana and Prometheus. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://materialize.com","question":"What does Materialize integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2 for Materialize. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Materialize not holding them. Always confirm compliance directly before you rely on it.","source":"https://materialize.com/security-disclosure/","question":"What security certifications does Materialize have?","confidence":0.7},{"answer":"Materialize is available worldwide. Its primary markets are the United States and the EU.","source":"https://materialize.com/materialize-pricing/","question":"Where is Materialize available?","confidence":0.75}]` |
| deployment.options | `{"cloud":true}` | `{"cloud":true,"on_prem":true,"air_gapped":true,"self_hosted":true}` |
| description.long | 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. | 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. |
| features.capabilities | `{"autoscaling":true,"open_source":false,"latency_class":"sub-second","pricing_model":"usage-based-saas","streaming_sql":true,"deployment_model":"managed-saas","delivery_guarantee":"exactly-once","stateful_processing":true}` | `{"cdc_support":true,"latency_class":"sub-second","streaming_sql":true,"deployment_model":"managed-saas"}` |
| integrations.count | 5 | 2 |
| 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":"Amazon MSK","native":true,"category":"streaming"},{"name":"Amazon OpenSearch Service","native":true,"category":"analytics"}]` | `[{"name":"Kafka"},{"name":"Redpanda"},{"name":"Metabase"},{"name":"dbt"},{"name":"Datadog"},{"name":"Grafana"},{"name":"Prometheus"},{"name":"PostgreSQL","native":true}]` |
| market.availability | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":["US","EU"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true,"web":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 | freemium | freemium |
| pricing.price_level | low | low |
| pricing.starting_price | `{"amount":0.1,"currency":"USD"}` | `{"amount":0.0000411,"currency":"USD"}` |
| pricing.transparent | no | no |
| security.disclosure_policy | yes | yes |
| security.fedramp | yes | - |
| security.gdpr | yes | - |
| security.hipaa | yes | - |
| security.pci | yes | - |
| security.soc2 | - | yes |
| security.trust_center | https://aws.amazon.com/compliance/?nc2=h_dsc_aa_cmp | - |

## Capabilities (Streaming Analytics)

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

*Source: vioscaleAI. Generated 2026-10-16T20:59:18.329Z. "-" = undocumented, not absent.*