About Prefect
Prefect is a modern Python-native orchestration engine for data pipelines. Strong defaults, friendly UI, and a generous free tier. Prefect stands out for workflow scheduling with cron, event-driven, and backfill support, durable execution with automatic retries and crash recovery, observability across all runs, logs, and states, and deployment to kubernetes, ecs, vpc, or serverless compute. Teams pick it because python-native and great developer experience. Things to keep in mind: less mature than airflow for very large deployments.
Prefect is a freemium tool and launched on 2018-10-01. It sits in the Coding and Automation space and is best used to Replacing brittle cron jobs with self-healing data pipelines, Building reliable ML training workflows with automatic recovery, Orchestrating agent-based automation with durable execution.
Pricing
HobbyFree
- 2 users
- 1 workspace
- 5 deployments
- 500 minutes of Prefect Serverless per month
- Workflow scheduling
- Workflow observability
- Logging & alerting
- 7 days run retention
Starter$100/mo
- 3 users
- 1 workspace
- 20 deployments
- 75 hours of Prefect Serverless per month
- Bring your own compute
- Webhooks
- 1,250 API requests/min
- All Hobby features
Team$100/user/mo
- 4-8 users
- 1 workspace
- 100 deployments
- 225 hours of Prefect Serverless per month
- Service accounts
- 24 hour audit log
- 2,500 API requests/min
- All Starter features
EnterpriseCustom
- 5+ users
- 2+ workspaces
- Unlimited deployments
- SSO (SAML/OIDC)
- RBAC + ACLs
- Multiple workspaces
- Directory Sync (SCIM)
- IP allowlisting & PrivateLink
Features
- •Workflow scheduling with cron, event-driven, and backfill supportIt's a defining strength of Prefect — especially when teams need to replacing brittle cron jobs with self-healing data pipelines.
- •Durable execution with automatic retries and crash recoveryComes up again and again in user reviews of Prefect for replacing brittle cron jobs with self-healing data pipelines.
- •Observability across all runs, logs, and statesWhy Prefect is a go-to choice for replacing brittle cron jobs with self-healing data pipelines.
- •Deployment to Kubernetes, ECS, VPC, or serverless computeCited as a top reason teams pick Prefect over competitors when they need to replacing brittle cron jobs with self-healing data pipelines.
- •Automation rules and alerts for workflow eventsPairs naturally with the rest of the Prefect workflow for replacing brittle cron jobs with self-healing data pipelines.
- •Service accounts for API automation and CI/CDA reason power-users stick with Prefect for replacing brittle cron jobs with self-healing data pipelines.
- •Role-based access control and audit loggingIt's a defining strength of Prefect — especially when teams need to replacing brittle cron jobs with self-healing data pipelines.
- •Hybrid deployment model with managed or self-hosted optionsComes up again and again in user reviews of Prefect for replacing brittle cron jobs with self-healing data pipelines.
Pros
- Python-native
- Great developer experience
- Generous free tier
Cons
- Less mature than Airflow for very large deployments
- Some integrations missing
- Pricing jumps at scale
AI Models used
The foundation models that power Prefect under the hood.
Powers AI-assisted workflow generation and natural language understanding features within the Prefect platform.
Categories
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Frequently Asked Questions
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Related & Connected
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