# Amazon SQS vs Confluent Cloud

**Leader by vioscaleAI score:** Confluent Cloud

| Attribute | Amazon SQS | Confluent Cloud |
|---|---|---|
| **vioscaleAI score** | 51.9 (72% (medium)) | 93.1 (73% (medium)) |
| content.faq | `[{"answer":"Amazon Bedrock is a managed AWS service that provides API access to foundation models from providers like Anthropic, Meta, Mistral AI, and Amazon. It supports on-demand and batch inference, model fine-tuning, knowledge bases, agentic retrieval, and data automation for enterprise AI workloads. It is indexed under Message Queues.","source":"https://aws.amazon.com/bedrock/pricing/?nc2=h_pr_br","question":"What is Amazon SQS?","confidence":0.6},{"answer":"Amazon SQS is a paid product; published pricing starts at $0.00. It is sold across 3 plans (Standard, Batch and Fine-tuning). There is no free tier. 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/bedrock/pricing/?nc2=h_pr_br","question":"How much does Amazon SQS cost?","confidence":0.6},{"answer":"Amazon SQS supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://aws.amazon.com/bedrock/pricing/?nc2=h_pr_br","question":"What platforms does Amazon SQS support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for Amazon SQS, 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/bedrock/pricing/?nc2=h_pr_br","question":"Can Amazon SQS be self-hosted?","confidence":0.6},{"answer":"We have confirmed 4 integrations for Amazon SQS, including S3, SharePoint, Confluence and CloudWatch. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://aws.amazon.com/bedrock/pricing/?nc2=h_pr_br","question":"What does Amazon SQS integrate with?","confidence":0.6},{"answer":"We have independently confirmed HIPAA and GDPR for Amazon SQS. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Amazon SQS not holding them. Always confirm compliance directly before you rely on it.","source":"https://aws.amazon.com/trust-center/?nc1=f_cc","question":"What security certifications does Amazon SQS have?","confidence":0.7},{"answer":"Amazon SQS is available worldwide. The vendor is headquartered in the United States.","source":"https://aws.amazon.com/bedrock/pricing/?nc2=h_pr_br","question":"Where is Amazon SQS available?","confidence":0.75}]` | `[{"answer":"A managed cloud service for real-time data streaming built on Apache Kafka, offering automatic scaling, security controls, and pre-built connectors without requiring manual cluster management. It is indexed under Message Queues.","source":"https://www.confluent.io/pricing/","question":"What is Confluent Cloud?","confidence":0.6},{"answer":"Confluent Cloud offers a free tier, so you can start without paying. Paid plans start at $0.75. Prices are published openly on the vendor's own pricing page. Pricing changes often, so verify at source before relying on it.","source":"https://www.confluent.io/pricing/","question":"Is Confluent Cloud free?","confidence":0.6},{"answer":"Confluent Cloud supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://www.confluent.io/pricing/","question":"What platforms does Confluent Cloud support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for Confluent Cloud, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://www.confluent.io/pricing/","question":"Can Confluent Cloud be self-hosted?","confidence":0.6},{"answer":"We have confirmed 12 integrations for Confluent Cloud, including Salesforce, Google Ads, Google Analytics, Hotjar, Quickbooks, MySQL, Apache Flink and Schema Registry, plus 4 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://www.confluent.io/pricing/","question":"What does Confluent Cloud integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, ISO 27001, HIPAA and GDPR for Confluent Cloud. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Confluent Cloud not holding them. Always confirm compliance directly before you rely on it.","source":"https://www.confluent.io/de-de/compliance/uk-tax-strategy/","question":"What security certifications does Confluent Cloud have?","confidence":0.7}]` |
| deployment.options | `{"cloud":true}` | `{"cloud":true}` |
| description.long | Amazon Bedrock is a managed AWS service that provides API access to foundation models from providers like Anthropic, Meta, Mistral AI, and Amazon. It supports on-demand and batch inference, model fine-tuning, knowledge bases, agentic retrieval, and data automation for enterprise AI workloads. | Confluent Cloud is a managed Kafka service that automates infrastructure management and scaling across multiple cloud providers. It combines Kafka for streaming data with integrated Apache Flink for stream processing, providing enterprise-grade security, hundreds of pre-built connectors, and usage-based pricing with no upfront capacity provisioning required. |
| features.capabilities | `{"hosting":"cloud","ordering":"none","paradigm":"queue","message_replay":false,"persistent_log":true,"consumer_groups":true,"managed_offering":true,"dead_letter_queue":true,"delivery_guarantee":"at_least_once","horizontal_scaling":true}` | `{"hosting":"cloud","ordering":"per_partition","paradigm":"pubsub","protocol":"Kafka protocol, REST API","message_replay":true,"persistent_log":true,"consumer_groups":true,"geo_replication":true,"kafka_compatible":true,"managed_offering":true,"stream_processing":true,"delivery_guarantee":"exactly_once","horizontal_scaling":true}` |
| integrations.count | 4 | 120 |
| integrations.list | `[{"name":"S3","native":true,"category":"storage","direction":"inbound"},{"name":"SharePoint","native":true,"category":"collaboration","direction":"inbound"},{"name":"Confluence","native":true,"category":"collaboration","direction":"inbound"},{"name":"CloudWatch","native":true,"category":"observability","direction":"bidirectional"}]` | `[{"name":"Salesforce"},{"name":"Google Ads"},{"name":"Google Analytics"},{"name":"Hotjar"},{"name":"Quickbooks"},{"name":"MySQL"},{"name":"Apache Flink"},{"name":"Schema Registry"},{"name":"Apache Iceberg"},{"name":"Delta Lake"},{"name":"Slack","native":true,"category":"communication"},{"name":"Amazon S3","native":true,"category":"cloud_storage","direction":"outbound"},{"name":"Elasticsearch","native":true,"category":"search","direction":"outbound"},{"name":"AWS S3","native":true,"category":"cloud_storage","direction":"outbound"},{"name":"Google Cloud Storage","native":true,"category":"cloud_storage","direction":"outbound"},{"name":"Azure Blob Storage","native":true,"category":"cloud_storage","direction":"outbound"}]` |
| market.availability | `{"hqCountry":"US","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"hqCountry":"US","primaryMarkets":["US","GB"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true,"web":true}` | `{"cli":true,"web":true}` |
| pricing | `{"type":"usage","plans":[{"free":false,"name":"Standard","features":["On-demand inference","Token-based pricing"],"components":[{"per":{"qty":1,"unit":"token"},"kind":"metered","amount":0.00001,"currency":"USD"}],"contactSales":false},{"free":false,"name":"Batch","features":["Batch inference at 50% discount versus on-demand"],"components":[{"per":{"qty":1,"unit":"token"},"kind":"metered","amount":0.000005,"currency":"USD"}],"contactSales":false},{"free":false,"name":"Fine-tuning","features":["Hourly training workflow billing","Token-based on-demand inference after training"],"contactSales":false}],"addOns":[{"name":"Knowledge Base","components":[{"per":{"qty":1,"unit":"page"},"kind":"metered","amount":0.01,"currency":"USD"}]},{"name":"Data Automation","components":[{"per":{"qty":1,"unit":"page"},"kind":"metered","amount":0.01,"currency":"USD"}]},{"name":"Human Evaluation","components":[{"per":{"qty":1,"unit":"task"},"kind":"per_unit","amount":0.21,"currency":"USD"}]},{"name":"Agentic Retrieval with Custom LLM","components":[{"per":{"qty":1000,"unit":"retrieve API calls"},"kind":"metered","amount":1,"currency":"USD"}]}],"summary":"Usage-based pricing. Token-metered inference starting at on-demand rates; batch at 50% discount. Hourly training fees. Add-ons: Knowledge Base and Data Automation at $0.01/page. Human evaluation $0.21/task.","currency":"USD","freeTier":false,"sourceUrl":"https://aws.amazon.com/bedrock/pricing/?nc2=h_pr_br","retrievedAt":"2026-09-04T11:08:16.979Z","startingPrice":{"unit":"token","amount":0.000005,"currency":"USD"}}` | `{"type":"usage","plans":[{"free":true,"name":"Free","summary":"Free tier. $0.14/eCKU-hour for additional eCKUs, $0.05/GB networking, $0.08/GB/month storage","features":["Autoscaling","Kafka ACLs","Data encryption","Audit logs","RBAC","Multicloud (AWS, Azure, GCP)"],"components":[{"kind":"fixed","amount":0,"period":"month","currency":"USD"},{"per":{"qty":1,"unit":"eCKU-hour"},"kind":"metered","note":"after first eCKU free","amount":0.14,"currency":"USD"},{"per":{"qty":1,"unit":"GB"},"kind":"metered","amount":0.05,"currency":"USD"},{"per":{"qty":1,"unit":"GB-month"},"kind":"metered","amount":0.08,"currency":"USD"}],"description":"Serverless, fully managed clusters with zero ops","contactSales":false,"includedLimits":{"connectors":"80+ fully managed","uptime_sla":"99.9% (1 eCKU), 99.99% (2+ eCKUs)"}},{"free":false,"name":"Standard","summary":"~$385/month typical. $0.75/eCKU-hour, $0.035-0.050/GB networking, $0.03/GB/month storage","features":["Autoscaling at scale","Advanced governance","Audit logs","SAML/SSO","RBAC","Self-managed encryption keys"],"components":[{"per":{"qty":1,"unit":"eCKU-hour"},"kind":"metered","amount":0.75,"currency":"USD"},{"per":{"qty":1,"unit":"GB"},"kind":"metered","note":"range $0.035-0.050","amount":0.035,"currency":"USD"},{"per":{"qty":1,"unit":"GB-month"},"kind":"metered","amount":0.03,"currency":"USD"}],"description":"High availability with 99.99% uptime SLA and audit logging","contactSales":false,"includedLimits":{"uptime_sla":"99.99%"}},{"free":false,"name":"Enterprise","summary":"~$895/month typical. $1.75-2.25/eCKU-hour (min 2), $0.020-0.050/GB networking, tiered storage","features":["GBps+ autoscaling","Private networking","Client-side field-level encryption","Advanced monitoring","All security features"],"minSeats":2,"components":[{"per":{"qty":1,"unit":"eCKU-hour"},"kind":"metered","note":"range $1.75-2.25","amount":1.75,"currency":"USD"},{"kind":"fixed","note":"minimum 2 eCKUs","amount":2.25,"period":"eCKU-hour","currency":"USD"},{"per":{"qty":1,"unit":"GB"},"kind":"metered","note":"range $0.020-0.050","amount":0.02,"currency":"USD"},{"per":{"qty":1,"unit":"GB-month"},"kind":"metered","note":"range $0.020-0.050","amount":0.03,"currency":"USD"}],"description":"Mission-critical use cases with GBps+ scale and advanced security","contactSales":false,"includedLimits":{"scale":"GBps+","uptime_sla":"99.99%"}}],"addOns":[{"name":"Premium Support","components":[{"of":"first_50k_usage","kind":"percentage","rate":10},{"of":"next_50k_usage","kind":"percentage","rate":8},{"of":"next_900k_usage","kind":"percentage","rate":6},{"of":"usage_over_1m","kind":"percentage","rate":3}]},{"name":"Business Support","components":[{"kind":"fixed","note":"greater of $1000 or percentage","amount":1000,"period":"month","currency":"USD"}]}],"summary":"Free tier available. Pay-as-you-go usage pricing ($0.14-2.25/eCKU-hour depending on tier, $0.035-0.050/GB networking, $0.03-0.08/GB-month storage). Annual commitments available with tiered discounts. $400 free credits for new users over 4 months.","currency":"USD","freeTier":true,"sourceUrl":"https://www.confluent.io/pricing/","retrievedAt":"2026-09-18T15:55:20.212Z","freeTrialDays":120,"startingPrice":{"unit":"GB","amount":0.02,"currency":"USD"},"billingPeriods":["month","year"]}` |
| pricing.free_tier | no | yes |
| pricing.model | commercial | freemium |
| pricing.price_level | low | low |
| pricing.starting_price | `{"amount":0.000005,"currency":"USD"}` | `{"amount":0.02,"currency":"USD"}` |
| pricing.transparent | yes | yes |
| reliability.sla_pct | - | 99.99 |
| reliability.status_page | yes | yes |
| security.certifications | - | `[{"name":"SOC 1","status":"active"},{"name":"SOC 2","status":"active"},{"name":"SOC 3","status":"active"},{"name":"ISO 27001","status":"active"},{"name":"ISO 27701","status":"active"},{"name":"PCI DSS","status":"active"},{"name":"HITRUST CSF","status":"active"}]` |
| security.disclosure_policy | yes | yes |
| security.fedramp | yes | yes |
| security.gdpr | yes | yes |
| security.hipaa | yes | yes |
| security.iso27001 | - | yes |
| security.pci | yes | yes |
| security.soc2 | - | yes |
| security.trust_center | https://aws.amazon.com/security/?nc1=f_cc | https://www.confluent.io/resources/topic/security/ |

## Capabilities (Message Queues)

| Capability | Amazon SQS | Confluent Cloud |
|---|:--:|:--:|
| **Core** |  |  |
| Messaging paradigm | Queue | Pub/sub |
| **Correctness** |  |  |
| Delivery guarantee | At-least-once | Exactly-once |
| Ordering guarantee | None | Per-partition |
| **Durability** |  |  |
| Durable replayable log | ✓ | ✓ |
| Message replay / rewind | ✗ | ✓ |
| **Interop** |  |  |
| Wire protocol | - | Kafka protocol, REST API |
| Kafka-protocol compatible | - | ✓ |
| **Scale** |  |  |
| Partitioned horizontal scaling | ✓ | ✓ |
| Geo / cross-region replication | - | ✓ |
| **Consumption** |  |  |
| Consumer groups / competing consumers | ✓ | ✓ |
| Dead-letter queue | ✓ | - |
| **Deployment** |  |  |
| Managed cloud offering exists | ✓ | ✓ |
| Hosting | Cloud only | Cloud only |
| **Processing** |  |  |
| Built-in stream processing | - | ✓ |

*Source: vioscaleAI. Generated 2026-10-16T21:41:23.694Z. "-" = undocumented, not absent.*