# Confluent Cloud vs Trigger.dev

**Leader by vioscaleAI score:** Confluent Cloud

| Attribute | Confluent Cloud | Trigger.dev |
|---|---|---|
| **vioscaleAI score** | 93.1 (73% (medium)) | 59.8 (73% (medium)) |
| 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":"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 | `{"cloud":true}` | `{"cloud":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 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":"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":"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 | 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":"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"}]` |
| market.availability | `{"hqCountry":"US","primaryMarkets":["US","GB"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":[],"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":"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 | freemium | freemium |
| pricing.price_level | low | low |
| pricing.starting_price | `{"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 | - |
| security.fedramp | yes | - |
| security.gdpr | yes | yes |
| security.hipaa | yes | yes |
| security.iso27001 | yes | - |
| security.pci | yes | - |
| security.soc2 | yes | yes |
| security.trust_center | https://www.confluent.io/resources/topic/security/ | - |

## Capabilities (Message Queues)

| Capability | Confluent Cloud | 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 | 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 2026-10-16T18:30:43.125Z. "-" = undocumented, not absent.*