# Temporal vs WarpStream

| Attribute | Temporal | WarpStream |
|---|---|---|
| **vioscaleAI score** | 71.5 (76% (high)) | 74.6 (62% (medium)) |
| activity.commits_last_30d | 100 | - |
| adoption.dependent_repos | 30 | - |
| adoption.github_stars | 23,468 | - |
| adoption.package_downloads_weekly | 8,455,032 | - |
| content.faq | `[{"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}]` | `[{"answer":"WarpStream is a Kafka-compatible streaming platform that eliminates local disks by using cloud object storage, enabling automatic scaling and reducing costs significantly compared to traditional Kafka. It maintains full protocol compatibility while simplifying operations through managed deployment in customer cloud accounts. It is indexed under Message Queues.","source":"https://www.warpstream.com/pricing","question":"What is WarpStream?","confidence":0.6},{"answer":"WarpStream offers a free tier, so you can start without paying. Paid plans start at $0.01. 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.warpstream.com/pricing","question":"Is WarpStream free?","confidence":0.6},{"answer":"WarpStream 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.warpstream.com/pricing","question":"What platforms does WarpStream support?","confidence":0.6},{"answer":"Yes. WarpStream can be deployed cloud / SaaS, hybrid, on-premise and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://www.warpstream.com/pricing","question":"Can WarpStream be self-hosted?","confidence":0.6},{"answer":"We have confirmed 17 integrations for WarpStream, including Apache Kafka, Bento, RisingWave, Grafana, Materialize, Snowflake, Schema Registry and Iceberg, plus 9 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://www.warpstream.com/pricing","question":"What does WarpStream integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2 and ISO 27001 for WarpStream. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as WarpStream not holding them. Always confirm compliance directly before you rely on it.","source":"https://www.warpstream.com/pricing","question":"What security certifications does WarpStream have?","confidence":0.6}]` |
| deployment.options | `{"cloud":true,"hybrid":true,"self_hosted":true}` | `{"cloud":true,"hybrid":true,"self_hosted":true}` |
| description.long | 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. | WarpStream is a diskless, Kafka-protocol-compatible streaming platform designed to minimize data streaming costs. It offers managed cloud hosting or self-managed deployment, includes built-in autoscaling, cross-region replication, and embedded stream processing. |
| features.capabilities | `{"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}` | `{"hosting":"cloud","ordering":"per_partition","paradigm":"log_stream","protocol":"Kafka","message_replay":true,"persistent_log":true,"consumer_groups":true,"geo_replication":true,"kafka_compatible":true,"managed_offering":true,"stream_processing":true,"delivery_guarantee":"at_least_once","horizontal_scaling":true}` |
| integrations.count | 3 | 100 |
| integrations.list | `[{"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"}]` | `[{"name":"Apache Kafka"},{"name":"Bento"},{"name":"RisingWave"},{"name":"Grafana"},{"name":"Materialize"},{"name":"Snowflake"},{"name":"Schema Registry"},{"name":"Iceberg"},{"name":"Tigris"},{"name":"Protobuf"},{"name":"Avro"},{"name":"JSON"},{"name":"AWS S3","native":true,"category":"storage"},{"name":"GCP GCS","native":true,"category":"storage"},{"name":"Azure Blob Storage","native":true,"category":"storage"},{"name":"Amazon MSK","category":"messaging","direction":"bidirectional"},{"name":"Confluent Cloud","category":"messaging","direction":"bidirectional"}]` |
| language.primary | Go | - |
| license.spdx | MIT | - |
| market.availability | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true,"web":true}` | `{"cli":true,"web":true}` |
| pricing | `{"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"]}` | `{"type":"usage","plans":[{"free":false,"name":"Dev","summary":"$100/month base + metered write throughput and cluster minutes","features":["Core functionality","99.9% SLA","mTLS"],"commitment":"monthly","components":[{"kind":"fixed","amount":100,"period":"month","currency":"USD"},{"per":{"qty":1,"unit":"GiB"},"kind":"metered","amount":0.01,"currency":"USD"},{"per":{"qty":15,"unit":"min"},"kind":"metered","amount":0.0345,"currency":"USD"}],"description":"Development-grade cluster with basic functionality","contactSales":false,"includedLimits":{"retention":"7 days","partitions":"4,096"}},{"free":false,"name":"Fundamentals","summary":"$500/month base + metered usage","features":["Production functionality","99.9% SLA","Agent Groups","Cluster Recovery","mTLS","PrivateLink","Audit Logs","Schema Validation"],"commitment":"monthly","components":[{"kind":"fixed","amount":500,"period":"month","currency":"USD"},{"per":{"qty":1,"unit":"GiB"},"kind":"metered","amount":0.01,"currency":"USD"},{"per":{"qty":15,"unit":"min"},"kind":"metered","amount":0.1725,"currency":"USD"}],"description":"Production-grade cluster with standard SLA","contactSales":false,"includedLimits":{"partitions":"16,384"}},{"free":false,"name":"Pro","summary":"$1,500/month base + metered usage","features":["Advanced isolation","Multi-region replication","99.99% SLA","Lightning Topics","Topic Recovery","Lower Latency"],"commitment":"monthly","components":[{"kind":"fixed","amount":1500,"period":"month","currency":"USD"},{"per":{"qty":1,"unit":"GiB"},"kind":"metered","amount":0.01,"currency":"USD"},{"per":{"qty":15,"unit":"min"},"kind":"metered","amount":0.52083,"currency":"USD"}],"description":"Advanced cluster with high availability and multi-region replication","contactSales":false,"includedLimits":{"partitions":"50,000"}},{"free":false,"name":"Enterprise","summary":"Contact sales for pricing","features":["99.999% SLA","Dedicated Control Plane Cell","Multi-Region HA Replication"],"description":"Custom enterprise deployment","contactSales":true,"includedLimits":{"partitions":"200,000+"}}],"summary":"From $100/month base + metered write throughput ($0.01-$0.003/GiB, tiered by volume) and storage. Free $400 non-expiring credits with no card required.","currency":"USD","freeTier":true,"sourceUrl":"https://www.warpstream.com/pricing","retrievedAt":"2026-08-14T09:20:17.521Z","startingPrice":{"amount":0.01,"period":"month","currency":"USD"},"billingPeriods":["month"]}` |
| pricing.free_tier | yes | yes |
| pricing.model | freemium | commercial |
| pricing.price_level | low | unknown |
| pricing.starting_price | `{"amount":0.000025,"currency":"USD"}` | - |
| pricing.transparent | yes | no |
| 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 | 99.9 | 99.999 |
| reliability.status_page | yes | yes |
| security.certifications | - | `[{"name":"SOC 2 Type I","level":"Type I","status":"active"},{"name":"SOC 2 Type II","level":"Type II","status":"active"}]` |
| security.disclosure_policy | yes | - |
| security.gdpr | yes | - |
| security.hipaa | yes | - |
| security.iso27001 | - | yes |
| security.scorecard | 5.7 | - |
| security.soc2 | yes | yes |
| security.trust_center | 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 | Temporal | WarpStream |
|---|:--:|:--:|
| **Core** |  |  |
| Messaging paradigm | Durable execution | Log / streaming |
| **Correctness** |  |  |
| Delivery guarantee | At-least-once | At-least-once |
| Ordering guarantee | - | Per-partition |
| **Durability** |  |  |
| Durable replayable log | ✓ | ✓ |
| Message replay / rewind | ✓ | ✓ |
| **Interop** |  |  |
| Wire protocol | gRPC | Kafka |
| 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 + self-hosted | Cloud only |
| **Processing** |  |  |
| Built-in stream processing | - | ✓ |

*Source: vioscaleAI. Generated 2026-10-16T20:04:03.151Z. "-" = undocumented, not absent.*