Argo Workflows vs Dagster (2026): which should you pick?
As of Nov 13, 2026, Argo Workflows grades higher than Dagster: 2.4 against 2.0 out of 4.0.
Checked Nov 13, 2026 · graded Nov 13, 2026 by ToolGPA
Argo Workflows grades higher on the free plan and features. They get the same grade on value for money, ease of use and platforms.
Price, platforms and features side by side. The table says where each price was read and when.
Argo Workflows
Open-source container-native workflow engine for Kubernetes
Dagster
Asset-based data orchestration platform, now part of Prefect
Which one is for you
Pick Argo Workflows if
- Fits if you already run Kubernetes and want container pipelines
- Works for platform teams who write workflows as code in YAML or Python
Look elsewhere if
- Skip it if you don't run Kubernetes, because it needs a cluster
- Not for you if you want vendor support, as help comes from the community
- Too light on hand-holding for non-engineers, since workflows are written as Kubernetes resources
- Watch out: the docs page would not load for us, so this card rests on the listing
Pick Dagster if
- Fits if your team writes Python and thinks of pipelines as tables and files
- Works for data teams that want a hosted console but can self-host the core later
Look elsewhere if
- Skip it if you can't write Python, as pipelines are code
- Tight if you're not paying: no free hosted plan, only a 30-day trial
- Watch out: credits are charged per asset and per op on top of $10 or $100 a month
- Watch out: the site says Dagster is now part of Prefect, so plans and branding may change
How we grade them
| 2.4GPAArgo WorkflowsFair | 2.0GPADagsterFair | |
|---|---|---|
| Value for money | C$0 for the software, but you run it on your own Kubernetes cluster, which isn't free. That puts it in the middle. | CSolo is $10 a month and Starter $100, but every asset and op also costs a credit ($0.040 or $0.035), so the bill isn't just the headline. The category's middle is $19.99. |
| Free plan and trial | BOpen source with no paid tier, so you pay only for the cluster. | C30-day trial with everything on, and the core framework can be self-hosted for nothing. There's no free hosted plan, so after a month you pay or run it yourself. |
| Features | BSteps, DAGs, templates, cron workflows, artifacts, retries, loops and access control. The core job is covered. | COrchestration, catalog, data quality checks and cost insights. Cost tracking, project-level roles and several alert types are Pro only. |
| Ease of use | DNo store rating on record. It needs a Kubernetes cluster and YAML definitions. | DNo store rating on record. You define pipelines as Python code and run or host a code location, which is a developer's setup, not a click-through one. |
| Platforms and integrations | BA web UI, with a Python SDK through Hera and 6 integrations. It runs on Kubernetes. | BWeb console with integrations for dbt, Snowflake, Databricks, AWS and Airbyte. No desktop or phone apps. |
| Best for | running container jobs as workflows on Kubernetes | Python data pipelines built around assets |
The GPA is the average of the five grades: an A is 4 points, an F is none. The full reasons are on each tool's page: Argo Workflows and Dagster. How we grade
Price against what you get
Argo Workflows has no paid plan and scores 2.3 out of 4 on features, ease of use and platforms. Dagster starts at $10 a month and scores 2.0.
Argo Workflows scores higher and starts $10 a month lower. Of the other automation tools on the chart, none scores higher than Argo Workflows for less, and 10 score higher than Dagster for less.
Features, ease of use and platforms, averaged
What paid plans start at, a month (each step along is roughly double) →
- The best score at each price
- Has a free plan
- No free plan
Where they differ
- Argo Workflows also covers job scheduling.
- Dagster also covers dashboards.
At a glance
| Argo Workflows | Dagster | |
|---|---|---|
| Pricing | Free | Free trial |
| Starts at | Free | $10 per month plus $0.040 per credit (Solo) |
| Free plan | None | None |
| Free trial | None listed | 30-day free trial with access to everything Dagster offers |
| Web | ||
| Made by | Argo Project Authors | Prefect Technologies, Inc. |
| Price read from | argo-workflows.readthedocs.io | dagster.io |
| Checked | Nov 13, 2026 | Nov 13, 2026 |
Worth knowing
Argo Workflows
- It needs a Kubernetes cluster; the project describes itself as a Kubernetes-native engine, not a hosted service.
- The project pages list no paid plan or vendor support; help comes from the community.
- Workflows are written as Kubernetes resource definitions, which assumes comfort with containers and YAML.
Dagster
- Usage is billed in credits: one per asset materialized and one per op executed, on top of the monthly fee.
- There is no free hosted plan; the trial lasts 30 days, though the core framework can be self-hosted.
- Cost tracking, role scoping by project and several alert types are limited to the Pro plan.
- The site says Dagster is now part of Prefect, so plans and branding may change.
Key features
Argo Workflows
- Container-per-step workflows
- Every step in a workflow is a container, and the engine runs them as Kubernetes pods on any cluster.
- Steps and DAGs
- Multi-step workflows can be written as an ordered sequence of tasks or as a directed acyclic graph that captures dependencies between tasks.
- Templates and cron workflows
- The docs list workflow templates, cluster workflow templates and cron workflows as custom resource kinds for reusing and scheduling work.
- Artifacts, retries and loops
- The user guide covers artifacts, parameters, loops, conditionals, retries, timeouts, exit handlers and suspending a running workflow.
- Access control
- Documentation covers service accounts and role-based access control for workflows.
- Python SDK through Hera
- The project points Python users to the Hera Python SDK for defining Argo workflows.
Dagster
- Asset-based orchestration
- Pipelines are modeled as assets with dependencies, alongside workflow-based orchestration for work that is not tied to a data asset.
- Data catalog and lineage
- Asset metadata, asset-level lineage and, on Starter and above, catalog search; column lineage is listed on the comparison table.
- Data quality checks
- Asset checks, freshness policies and dbt test integration surface the health of each asset.
- Insights and alerts
- Pipeline metrics with a 30-day lookback and alerts by email, Slack or Teams; cost tracking for BigQuery and Snowflake is a Pro feature.
- Hybrid or Serverless compute
- Run on Dagster Serverless, billed at $0.010 a minute, or on your own infrastructure in Hybrid mode with no compute charge from Dagster.
- Open-source core
- The core orchestration framework is open source on GitHub and can be self-hosted; Dagster+ adds branch deployments, RBAC and cost insights.
Plans
Argo Workflows
Open source$0
Free software you install and run on your own Kubernetes cluster. The project pages list no paid plans.
Dagster
Solo$10
per month, plus $0.040 per credit
1 user, 1 code location and 1 deployment for personal projects. Serverless compute is $0.010 a minute.
Starter$100
per month, plus $0.035 per credit
Up to 3 users, 5 code locations, 1 deployment and catalog search. Serverless compute is $0.010 a minute.
ProCustom
Unlimited code locations and deployments, cost tracking and insights, uptime SLAs and a private Slack channel. Sold through sales.
Common questions
Which is cheaper, Argo Workflows or Dagster?
As of Nov 13, 2026, Argo Workflows is cheaper to start with: it is free, against $10 a month for Dagster. Argo Workflows is free, and Dagster starts at $10 per month plus $0.040 per credit (Solo).
Which has a free plan, Argo Workflows or Dagster?
As of Nov 13, 2026, only Argo Workflows has a free plan. Dagster does not, though it has a free trial.
More comparisons
How this page was made
- The verdict at the top follows a fixed rule. When both tools are in the same category and either is in our top three for it, the verdict follows that ranking: the higher-placed tool is our pick. The top three weigh who each tool suits as well as its grades, so a pick can go against the GPA. Otherwise the page does not pick one and says which grades higher: the higher GPA first; on a tie, the one with a free plan, then the one that starts cheaper in dollars a month, counted the same way for both; if they are still level, what the choice depends on.
- The grades are our own, from each tool’s review or report card. The GPA is their average.
- Prices, plans and platforms come from each tool’s listing. The table above says where each price was read and when.
- The differences and the answers to the questions are worked out from those listings.