# Confluent Cloud vs Temporal

**Leader by vioscaleAI score:** Confluent Cloud

| Attribute | Confluent Cloud | Temporal |
|---|---|---|
| **vioscaleAI score** | 93.1 (73% (medium)) | 71.5 (76% (high)) |
| activity.commits_last_30d | - | 100 |
| adoption.dependent_repos | - | 30 |
| adoption.github_stars | - | 23,468 |
| adoption.package_downloads_weekly | - | 8,455,032 |
| content.faq | `[{"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}]` | `[{"answer":"Temporal is a durable execution platform that automatically captures and persists application state, allowing workflows to recover from failures and resume exactly where they left off. It eliminates manual reconciliation code and enables building AI agents, orchestrations, and complex business processes across multiple programming languages. It is indexed under Message Queues.","source":"https://temporal.io/blog/temporal-cloud-pricing-update","question":"What is Temporal?","confidence":0.6},{"answer":"Temporal offers a free tier, so you can start without paying. Paid plans start at $100 per month. Prices are published openly on the vendor's own pricing page. Pricing changes often, so verify at source before relying on it.","source":"https://temporal.io/blog/temporal-cloud-pricing-update","question":"Is Temporal free?","confidence":0.6},{"answer":"Temporal supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://temporal.io/blog/temporal-cloud-pricing-update","question":"What platforms does Temporal support?","confidence":0.6},{"answer":"Yes. Temporal can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://temporal.io/blog/temporal-cloud-pricing-update","question":"Can Temporal be self-hosted?","confidence":0.6},{"answer":"We have confirmed 5 integrations for Temporal, including Google ADK, OpenAI Agents SDK, AWS Lambda, AWS RDS and GCP Cloud SQL. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://temporal.io/blog/temporal-cloud-pricing-update","question":"What does Temporal integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, HIPAA and GDPR for Temporal. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Temporal not holding them. Always confirm compliance directly before you rely on it.","source":"https://temporal.io/security","question":"What security certifications does Temporal have?","confidence":0.7},{"answer":"Yes. Temporal is published under the MIT licence, a permissive licence that generally allows commercial use and modification. Licence terms can change between releases, so verify against the repository for the version you intend to use.","source":"https://github.com/temporalio/temporal","question":"Is Temporal open source?","confidence":0.99},{"answer":"Temporal is available worldwide. Its primary market is the United States.","source":"https://temporal.io/blog/temporal-cloud-pricing-update","question":"Where is Temporal available?","confidence":0.75}]` |
| deployment.options | `{"cloud":true}` | `{"cloud":true,"hybrid":true,"self_hosted":true}` |
| description.long | 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. | A durable execution platform that simplifies building resilient distributed systems by automatically managing workflow state, retries, and recovery. It eliminates the need for custom failure handling, reconciliation logic, and infrastructure like message queues or schedulers. |
| features.capabilities | `{"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}` | `{"hosting":"both","paradigm":"durable_exec","protocol":"gRPC","message_replay":true,"persistent_log":true,"geo_replication":true,"managed_offering":true,"delivery_guarantee":"at_least_once","horizontal_scaling":true}` |
| integrations.count | 120 | 3 |
| integrations.list | `[{"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"}]` | `[{"name":"Google ADK"},{"name":"OpenAI Agents SDK"},{"name":"AWS Lambda","native":true,"category":"compute"},{"name":"AWS RDS","native":true,"category":"database"},{"name":"GCP Cloud SQL","native":true,"category":"database"},{"name":"Vercel's AI SDK","native":true,"category":"ai"},{"name":"Google Agent Development Kit (ADK)","native":true,"category":"ai"}]` |
| language.primary | - | Go |
| license.spdx | - | MIT |
| market.availability | `{"hqCountry":"US","primaryMarkets":["US","GB"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true,"web":true}` | `{"cli":true,"web":true}` |
| pricing | `{"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"]}` | `{"type":"usage","plans":[{"free":false,"name":"Paygo with Developer Support","summary":"$0/mo minimum, $0.000025 per action","components":[{"per":{"qty":1,"unit":"action"},"kind":"metered","amount":0.000025,"currency":"USD"}],"description":"Pay-as-you-go consumption-based pricing with developer support included","contactSales":false}],"summary":"From $0.000025 per action with $0/mo minimum. Free trial available.","currency":"USD","freeTier":true,"sourceUrl":"https://temporal.io/blog/introducing-pay-as-you-go-pricing-for-temporal-cloud-on-the-aws-marketplace","retrievedAt":"2026-10-05T10:05:08.415Z","freeTrialDays":90,"startingPrice":{"unit":"action","amount":0.000025,"currency":"USD"},"billingPeriods":["month"]}` |
| pricing.free_tier | yes | yes |
| pricing.model | freemium | freemium |
| pricing.price_level | low | low |
| pricing.starting_price | `{"amount":0.02,"currency":"USD"}` | `{"amount":0.000025,"currency":"USD"}` |
| pricing.transparent | yes | yes |
| release.cadence_days | - | 3 |
| release.history | - | `[{"url":"https://github.com/temporalio/temporal/releases/tag/v1.30.7","date":"2026-09-18T00:08:08Z","type":"stable","version":"v1.30.7"},{"url":"https://github.com/temporalio/temporal/releases/tag/v1.31.3","date":"2026-09-18T20:31:24Z","type":"stable","version":"v1.31.3"},{"url":"https://github.com/temporalio/temporal/releases/tag/v1.32.0","date":"2026-09-11T16:10:29Z","type":"stable","version":"v1.32.0"},{"url":"https://github.com/temporalio/temporal/releases/tag/v1.31.2","date":"2026-07-08T17:10:11Z","type":"stable","version":"v1.31.2"},{"url":"https://github.com/temporalio/temporal/releases/tag/v1.30.6","date":"2026-07-08T17:10:18Z","type":"stable","version":"v1.30.6"},{"url":"https://github.com/temporalio/temporal/releases/tag/v1.30.5","date":"2026-06-15T20:06:55Z","type":"stable","version":"v1.30.5"},{"url":"https://github.com/temporalio/temporal/releases/tag/v1.29.7","date":"2026-06-12T16:51:23Z","type":"stable","version":"v1.29.7"},{"url":"https://github.com/temporalio/temporal/releases/tag/v1.31.1","date":"2026-06-10T16:46:24Z","type":"stable","version":"v1.31.1"},{"url":"https://github.com/temporalio/temporal/releases/tag/v1.30.4.1","date":"2026-05-01T22:37:04Z","type":"stable","version":"v1.30.4.1"},{"url":"https://github.com/temporalio/temporal/releases/tag/v1.31.0","date":"2026-04-29T21:09:18Z","type":"stable","version":"v1.31.0"},{"url":"https://github.com/temporalio/temporal/releases/tag/v1.29.6.1","date":"2026-05-06T20:41:23Z","type":"stable","version":"v1.29.6.1"},{"url":"https://github.com/temporalio/temporal/releases/tag/v1.30.4","date":"2026-04-10T21:06:39Z","type":"stable","version":"v1.30.4"},{"url":"https://github.com/temporalio/temporal/releases/tag/v1.29.6","date":"2026-04-10T21:07:12Z","type":"stable","version":"v1.29.6"},{"url":"https://github.com/temporalio/temporal/releases/tag/v1.28.4","date":"2026-04-10T21:07:31Z","type":"stable","version":"v1.28.4"},{"url":"https://github.com/temporalio/temporal/releases/tag/v1.30.3","date":"2026-04-01T17:55:04Z","type":"stable","version":"v1.30.3"},{"url":"https://github.com/temporalio/temporal/releases/tag/v1.29.5","date":"2026-04-01T17:55:00Z","type":"stable","version":"v1.29.5"},{"url":"https://github.com/temporalio/temporal/releases/tag/v1.28.3.1","date":"2026-03-26T20:05:30Z","type":"stable","version":"v1.28.3.1"},{"url":"https://github.com/temporalio/temporal/releases/tag/v1.29.4.1","date":"2026-03-25T17:07:30Z","type":"stable","version":"v1.29.4.1"},{"url":"https://github.com/temporalio/temporal/releases/tag/v1.30.2","date":"2026-03-24T22:40:36Z","type":"stable","version":"v1.30.2"},{"url":"https://github.com/temporalio/temporal/releases/tag/v1.28.3","date":"2026-03-18T17:30:05Z","type":"stable","version":"v1.28.3"}]` |
| reliability.sla_pct | 99.99 | 99.9 |
| 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 | - |
| security.gdpr | yes | yes |
| security.hipaa | yes | yes |
| security.iso27001 | yes | - |
| security.pci | yes | - |
| security.scorecard | - | 5.7 |
| security.soc2 | yes | yes |
| security.trust_center | https://www.confluent.io/resources/topic/security/ | https://temporal.io/blog/trusting-ai-agents-a-reinsurance-case-study |
| security.vulnerabilities | - | `{"count":6,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=go&package_name=go.temporal.io%2Fserver&per_page=100","last_12m":4,"max_severity":"MODERATE"}` |

## Capabilities (Message Queues)

| Capability | Confluent Cloud | Temporal |
|---|:--:|:--:|
| **Core** |  |  |
| Messaging paradigm | Pub/sub | Durable execution |
| **Correctness** |  |  |
| Delivery guarantee | Exactly-once | At-least-once |
| Ordering guarantee | Per-partition | - |
| **Durability** |  |  |
| Durable replayable log | ✓ | ✓ |
| Message replay / rewind | ✓ | ✓ |
| **Interop** |  |  |
| Wire protocol | Kafka protocol, REST API | gRPC |
| 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 + self-hosted |
| **Processing** |  |  |
| Built-in stream processing | ✓ | - |

*Source: vioscaleAI. Generated 2026-10-16T17:47:13.400Z. "-" = undocumented, not absent.*