vioscaleAI
Comparison

Trigger.dev vs WarpStream

On the evidence we track, WarpStream leads this comparison with a composite score of 75/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Trigger.dev full profile →WarpStream full profile →
Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
Trigger.dev60
★WarpStream75
Score
vioscaleAI score
Trigger.dev60 / 100medium · 73%
WarpStream75 / 100medium · 62%
Pricing
Free tier
Trigger.dev✓
WarpStream✓
Model
Trigger.devfreemium
WarpStreamcommercial
Price level
Trigger.devlow
WarpStreamunknown
Transparent
Trigger.dev✓
WarpStream✗
Integrations
Count
Trigger.dev3
WarpStream100
Security
Certifications
Trigger.dev–
WarpStreamSOC 2 Type I, SOC 2 Type II
Gdpr
Trigger.dev✓
WarpStream–
Hipaa
Trigger.dev✓
WarpStream–
Iso27001
Trigger.dev–
WarpStream✓
Soc2
Trigger.dev✓
WarpStream✓
Reliability
Sla pct
Trigger.dev–
WarpStream99.999
Status page
Trigger.dev✓
WarpStream✓
Market
Availability
Content
Faq
Trigger.dev6 items
WarpStream6 items

Capabilities

Feature-by-feature on the axes that matter for message queues. “-” means undocumented, not absent.

Core
Messaging paradigm
Trigger.devJob / task queue
WarpStreamLog / streaming
Correctness
Delivery guarantee
Trigger.devAt-least-once
WarpStreamAt-least-once
Ordering guarantee
Trigger.devFIFO
WarpStreamPer-partition
Durability
Durable replayable log
Trigger.dev✓
WarpStream✓
Message replay / rewind
Trigger.dev✓
WarpStream✓
Interop
Wire protocol
Trigger.dev-
WarpStreamKafka
Kafka-protocol compatible
Trigger.dev✗
WarpStream✓
Scale
Partitioned horizontal scaling
Trigger.dev✓
WarpStream✓
Geo / cross-region replication
Trigger.dev✗
WarpStream✓
Consumption
Consumer groups / competing consumers
Trigger.dev✗
WarpStream✓
Dead-letter queue
Trigger.dev✗
WarpStream-
Deployment
Managed cloud offering exists
Trigger.dev✓
WarpStream✓
Hosting
Trigger.devCloud only
WarpStreamCloud only
Processing
Built-in stream processing
Trigger.dev✓
WarpStream✓

What each one is

The product in its own terms, so the numbers below have context.

Trigger.dev

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.

Independently observed

WarpStream

Leader

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.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Trigger.dev

from $10/moHybridFree tier

Free tier available. From $10/month for Hobby tier; Pro starts at $50/month with usage-based overage pricing.

  • FreeFree
    • Dev and Prod environments
    • Community support
    • 1 day log retention
  • Hobby$10/month
    • Dev, Preview and Prod environments
    • Community support
    • 7 day log retention
  • ProFrom $50/month
    • Dev, Preview and Prod environments
    • Dedicated Slack support
    • 30 day log retention
  • EnterpriseContact sales
    • All Pro plan features
    • Custom log retention
    • Priority support
    • Role-based access control (RBAC)
    • SOC 2 report
    • +2 more
as of verify ↗

WarpStream

Leader
from $0.01/moUsage-basedFree tier

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.

  • Dev$100/month base + metered write throughput and cluster minutes
    • Core functionality
    • 99.9% SLA
    • mTLS
  • Fundamentals$500/month base + metered usage
    • Production functionality
    • 99.9% SLA
    • Agent Groups
    • Cluster Recovery
    • mTLS
    • +3 more
  • Pro$1,500/month base + metered usage
    • Advanced isolation
    • Multi-region replication
    • 99.99% SLA
    • Lightning Topics
    • Topic Recovery
    • +1 more
  • EnterpriseContact sales
    • 99.999% SLA
    • Dedicated Control Plane Cell
    • Multi-Region HA Replication
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
Trigger.dev✓
WarpStream✓
CLI
Trigger.dev✓
WarpStream✓
Deployment
Cloud / SaaS
Trigger.dev✓
WarpStream✓
Self-hosted
Trigger.dev✓
WarpStream✓
Hybrid
Trigger.dev✗
WarpStream✓

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

Trigger.dev

7 total
  • Prisma
  • OpenAI
  • Resend
  • Vercel
  • GitHub
  • Slack
  • WhatsApp
Independently observed

WarpStream

Leader
17 total
  • Apache Kafka
  • Bento
  • RisingWave
  • Grafana
  • Materialize
  • Snowflake
  • Schema Registry
  • Iceberg
  • Tigris
  • Protobuf
  • Avro
  • JSON
  • AWS S3
  • GCP GCS
  • Azure Blob Storage
  • Amazon MSK
  • Confluent Cloud
Independently observed
Still deciding?

Trigger.dev or WarpStream: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.