# Trigger.dev vs WarpStream

**Leader by vioscaleAI score:** WarpStream

| Attribute | Trigger.dev | WarpStream |
|---|---|---|
| **vioscaleAI score** | 59.8 (73% (medium)) | 74.6 (62% (medium)) |
| content.faq | `[{"answer":"A managed platform for creating AI workflows in TypeScript, featuring automatic retries, task queuing, durable execution with checkpointing, real-time streaming, comprehensive observability, and elastic scaling. Supports both cloud deployment and self-hosting via Docker or Kubernetes. It is indexed under Message Queues.","source":"https://trigger.dev/","question":"What is Trigger.dev?","confidence":0.6},{"answer":"Trigger.dev offers a free tier, so you can start without paying. Paid plans start at $10 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://trigger.dev/pricing","question":"Is Trigger.dev free?","confidence":0.6},{"answer":"We have confirmed browser-based access to Trigger.dev. 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://trigger.dev/","question":"What platforms does Trigger.dev support?","confidence":0.6},{"answer":"Yes. Trigger.dev can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://trigger.dev/","question":"Can Trigger.dev be self-hosted?","confidence":0.6},{"answer":"We have confirmed 6 integrations for Trigger.dev, including Prisma, OpenAI, Resend, Vercel, GitHub and Slack. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://trigger.dev/","question":"What does Trigger.dev integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, HIPAA and GDPR for Trigger.dev. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Trigger.dev not holding them. Always confirm compliance directly before you rely on it.","source":"https://trigger.dev/security","question":"What security certifications does Trigger.dev have?","confidence":0.7}]` | `[{"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,"self_hosted":true}` | `{"cloud":true,"hybrid":true,"self_hosted":true}` |
| description.long | A managed platform for creating AI workflows in TypeScript, featuring automatic retries, task queuing, durable execution with checkpointing, real-time streaming, comprehensive observability, and elastic scaling. Supports both cloud deployment and self-hosting via Docker or Kubernetes. | 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":"cloud","ordering":"fifo","paradigm":"job_queue","message_replay":true,"persistent_log":true,"consumer_groups":false,"geo_replication":false,"kafka_compatible":false,"managed_offering":true,"dead_letter_queue":false,"stream_processing":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":"Prisma"},{"name":"OpenAI"},{"name":"Resend"},{"name":"Vercel"},{"name":"GitHub"},{"name":"Slack","native":true,"category":"chat","direction":"outbound"},{"name":"WhatsApp","native":true,"category":"communication","direction":"outbound"}]` | `[{"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"}]` |
| market.availability | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true,"web":true}` | `{"cli":true,"web":true}` |
| pricing | `{"type":"hybrid","plans":[{"free":true,"name":"Free","summary":"Free","features":["Dev and Prod environments","Community support","1 day log retention"],"components":[{"kind":"fixed","amount":0,"period":"month","currency":"USD"}],"contactSales":false,"includedLimits":{"team_members":"5","concurrent_tasks":"20","log_retention_days":"1"}},{"free":false,"name":"Hobby","summary":"$10/month","features":["Dev, Preview and Prod environments","Community support","7 day log retention"],"components":[{"kind":"fixed","amount":10,"period":"month","currency":"USD"}],"contactSales":false,"includedLimits":{"team_members":"5","concurrent_tasks":"50","log_retention_days":"7"}},{"free":false,"name":"Pro","summary":"From $50/month","features":["Dev, Preview and Prod environments","Dedicated Slack support","30 day log retention"],"components":[{"kind":"fixed","amount":50,"period":"month","currency":"USD"},{"kind":"per_unit","unit":"50 concurrent tasks","amount":10,"period":"month","currency":"USD"},{"kind":"per_unit","unit":"seat","amount":20,"period":"month","currency":"USD"},{"kind":"per_unit","unit":"branch","amount":10,"period":"month","currency":"USD"},{"kind":"per_unit","unit":"dashboard","amount":10,"period":"month","currency":"USD"},{"kind":"per_unit","unit":"1000 events","amount":10,"period":"month","currency":"USD"}],"contactSales":false,"includedLimits":{"branches":"20","dashboards":"5","team_members":"25","concurrent_tasks":"200","events_per_month":"1000","log_retention_days":"30"}},{"free":false,"name":"Enterprise","summary":"Custom pricing","features":["All Pro plan features","Custom log retention","Priority support","Role-based access control (RBAC)","SOC 2 report","Penetration test report","Single sign-on (SSO)"],"contactSales":true}],"addOns":[{"name":"HIPAA BAA (Business Associate Agreement)"}],"summary":"Free tier available. From $10/month for Hobby tier; Pro starts at $50/month with usage-based overage pricing.","currency":"USD","freeTier":true,"sourceUrl":"https://trigger.dev/pricing","retrievedAt":"2026-08-14T08:33:58.046Z","startingPrice":{"amount":10,"period":"month","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.transparent | yes | no |
| reliability.sla_pct | - | 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.gdpr | yes | - |
| security.hipaa | yes | - |
| security.iso27001 | - | yes |
| security.soc2 | yes | yes |

## Capabilities (Message Queues)

| Capability | Trigger.dev | WarpStream |
|---|:--:|:--:|
| **Core** |  |  |
| Messaging paradigm | Job / task queue | Log / streaming |
| **Correctness** |  |  |
| Delivery guarantee | At-least-once | At-least-once |
| Ordering guarantee | FIFO | Per-partition |
| **Durability** |  |  |
| Durable replayable log | ✓ | ✓ |
| Message replay / rewind | ✓ | ✓ |
| **Interop** |  |  |
| Wire protocol | - | 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 only | Cloud only |
| **Processing** |  |  |
| Built-in stream processing | ✓ | ✓ |

*Source: vioscaleAI. Generated 2026-10-16T01:45:14.805Z. "-" = undocumented, not absent.*