Dagster
Dagster: A focused orchestration platform for asset-aware data engineering teams. Ranked #14 of 36 in Workflow Orchestration Software by our editors (8.2/10); pricing: Free plan · 30-day trial; best for data asset and pipeline orchestration.
At a glance
- Editor score8.2 / 10
- PricingFree plan · 30-day trial
- Best forData asset and pipeline orchestration
- Free planYes
- Paid from$10/mo
- Facts checked20 Sep 2026
Where it wins
- Asset lineage, dependencies, partitions, backfills, and freshness policies
- Execution logs, run history, health dashboards, and observability
- Integrations with dbt, Snowflake, Databricks, Spark, and Fivetran
Where it doesn't
- No visual workflow builder for drag-and-drop pipeline design
- Solo is limited to 1 user, 1 code location, and 1 deployment
- Pro requires contact with sales and adds a less transparent buying step
Our verdict on Dagster
Dagster is a data orchestration framework and platform for teams building analytics, machine learning, AI, ingestion, transformation, and other production data workflows. Its asset-based model connects data assets with dependencies, lineage, metadata, schedules, sensors, execution history, and quality checks. The open-source core supports local and self-hosted deployments, while Dagster+ provides a managed cloud control plane with serverless or hybrid execution.
Pricing covers several adoption stages. A free plan and a 30-day free trial provide accessible entry points. The Solo plan costs $10 per month and is aimed at personal projects and simple pipelines, with 1 user, 1 code location, and 1 deployment. Starter costs $100 per month for small teams running production pipelines and supports up to 3 users, 5 code locations, 1 deployment, and Catalog Search. Pro adds custom serverless compute, unlimited code locations and deployments, cost tracking and insights, personalized onboarding support, and uptime SLAs, with pricing handled through sales.
Dagster fits organizations that need visibility into how data assets are produced, refreshed, validated, and deployed. Automatic retry configuration, execution logs, timing, run history, asset health dashboards, data quality checks, freshness policies, partitions, and backfills address operational work beyond basic scheduling. Branch deployments and CI/CD workflows support software-oriented delivery, while integrations span dbt, Snowflake, Fivetran, Spark, Databricks, AWS S3, Airbyte, Airflow, Docker, Kubernetes, GitHub, Slack, and OpenAI. Teams seeking a visual workflow builder should consider another option; teams prioritizing lineage, asset health, and data-platform integration are the clearest fit.
Your product? Our editors can test Dagster in depth and publish a review, labelled as paid · from $149/mo →
Dagster pricing
All 3 Dagster plans and prices →
Dagster fact sheet
| Free plan | Yes |
|---|---|
| Paid from | $10/mo |
| Visual workflow builder | No |
| Event triggers | Yes |
| Automatic retries | Yes |
| Execution observability | Yes |
| Deployment model | Hybrid |
| Human approvals | Not verified |
| Free trial | 30 days |
| Deployment | Cloud, Self-hosted |
| Platforms | Web |
| Compliance & security | SOC 2, GDPR |
| Support | Community, Docs, Live chat |
| Built for | Solo, Small business, Mid-market, Enterprise (editorial estimate) |
| Integrations | 13 integrations: dbt, Snowflake, Fivetran, Spark, Databricks, AWS S3 … See all → |
| Pricing | Free plan · 30-day trial (source) |
| Website | dagster.io |
| Facts checked | 20 Sep 2026 |
Dagster integrations
Dagster lists 13 integrations on its own site.
- dbt
- Snowflake
- Fivetran
- Spark
- Databricks
- AWS S3
- Airbyte
- Airflow
- Docker
- Kubernetes
- GitHub
- Slack
- OpenAI
See all Dagster integrations →
Alternatives to Dagster
- AWS Step FunctionsA strong AWS-native choice for state-machine orchestration and event-driven automation.9.3
- Apache AirflowA mature self-hosted choice for teams building Python-based data workflows.9.2
- BMC Control-MA broad, governed orchestration suite for complex enterprise workloads, priced for large organizations.9.1
See all Dagster alternatives →
Also Ranked In
Dagster is ranked in 3 of our directories.
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Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
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