# Apache Kafka vs Trigger.dev

| Attribute | Apache Kafka | Trigger.dev |
|---|---|---|
| **vioscaleAI score** | 57.2 (49% (low)) | 59.8 (73% (medium)) |
| activity.commits_last_30d | 100 | - |
| adoption.dependent_repos | 1 | - |
| adoption.github_stars | 33,937 | - |
| adoption.package_downloads_weekly | 3,890,048 | - |
| content.faq | `[{"answer":"Apache Kafka is a free system for capturing, storing, and processing data streams in real time. It enables organizations to reliably move large volumes of data between applications and systems, with support for transformations, aggregations, and stateful processing. It is indexed under Message Queues.","source":"https://kafka.apache.org","question":"What is Apache Kafka?","confidence":0.6},{"answer":"Apache Kafka is open source, so it can be self-hosted and used at no licence cost. It is released under the Apache-2.0 licence. Pricing changes often, so verify at source before relying on it.","source":"https://kafka.apache.org","question":"Is Apache Kafka free to use?","confidence":0.6},{"answer":"Apache Kafka supports Linux and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://kafka.apache.org","question":"What platforms does Apache Kafka support?","confidence":0.6},{"answer":"Yes. Apache Kafka can be deployed self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://kafka.apache.org","question":"Can Apache Kafka be self-hosted?","confidence":0.6},{"answer":"We have confirmed 4 integrations for Apache Kafka, including Postgres, JMS, Elasticsearch and AWS S3. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://kafka.apache.org","question":"What does Apache Kafka integrate with?","confidence":0.6},{"answer":"Yes. Apache Kafka is published under the Apache-2.0 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/apache/kafka","question":"Is Apache Kafka open source?","confidence":0.95}]` | `[{"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}]` |
| deployment.options | `{"self_hosted":true}` | `{"cloud":true,"self_hosted":true}` |
| description.long | An open-source system for capturing, storing, and processing continuous data flows at scale. Used to build real-time analytics, data connectors, and mission-critical applications. | 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. |
| features.capabilities | `{"hosting":"self","ordering":"per_partition","paradigm":"pubsub","protocol":"Binary over TCP (SSL/SASL for authentication/encryption)","message_replay":true,"persistent_log":true,"consumer_groups":true,"geo_replication":true,"kafka_compatible":true,"managed_offering":false,"stream_processing":true,"delivery_guarantee":"exactly_once","horizontal_scaling":true}` | `{"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}` |
| integrations.count | 4 | 3 |
| integrations.list | `[{"name":"Postgres"},{"name":"JMS"},{"name":"Elasticsearch"},{"name":"AWS S3"}]` | `[{"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"}]` |
| language.primary | Java | - |
| license.spdx | Apache-2.0 | - |
| market.availability | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true,"linux":true}` | `{"cli":true,"web":true}` |
| pricing | `{"type":"open_source","sourceUrl":"https://kafka.apache.org","retrievedAt":"2026-10-13T13:46:57.642Z"}` | `{"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"]}` |
| pricing.free_tier | yes | yes |
| pricing.model | open_source | freemium |
| pricing.price_level | free | low |
| pricing.transparent | - | yes |
| reliability.status_page | - | yes |
| security.gdpr | - | yes |
| security.hipaa | - | yes |
| security.scorecard | 6.1 | - |
| security.soc2 | - | yes |
| security.vulnerabilities | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=go&package_name=github.com%2Fapache%2Fkafka&per_page=100","last_12m":0,"max_severity":null}` | - |

## Capabilities (Message Queues)

| Capability | Apache Kafka | Trigger.dev |
|---|:--:|:--:|
| **Core** |  |  |
| Messaging paradigm | Pub/sub | Job / task queue |
| **Correctness** |  |  |
| Delivery guarantee | Exactly-once | At-least-once |
| Ordering guarantee | Per-partition | FIFO |
| **Durability** |  |  |
| Durable replayable log | ✓ | ✓ |
| Message replay / rewind | ✓ | ✓ |
| **Interop** |  |  |
| Wire protocol | Binary over TCP (SSL/SASL for authentication/encryption) | - |
| 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 | Self-hosted only | Cloud only |
| **Processing** |  |  |
| Built-in stream processing | ✓ | ✓ |

*Source: vioscaleAI. Generated 2026-10-16T19:00:58.720Z. "-" = undocumented, not absent.*