Comparison
ballerine vs dagster
Verdict
Pick ballerine if ballerine is an open-source infrastructure and data orchestration platform for risk decisioning that supports areas such as compliance, fraud detection and identity verification; pick dagster if dagster is an open-source orchestration platform developed in Python for managing and observing data pipelines and workflows.
Markdown twin · ballerine alternatives · dagster alternatives
GraphCanon updated Sep 20, 2026
13views this month
vs
Trust & integrity
| Signal | ballerine | dagster |
|---|---|---|
| Maintenance | Very active (1d since push) As of Sep 19, 2026 · github_public_v1 | Very active (2d since push) As of Sep 14, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 19, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 14, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- ballerine
- Open-source infrastructure and data orchestration platform for risk decisioning
- dagster
- An orchestration platform for data assets
Stars
- ballerine
- 2.4k
- dagster
- 16k
Forks
- ballerine
- 311
- dagster
- 2.3k
Open issues
- ballerine
- 20
- dagster
- 2.6k
Language
- ballerine
- TypeScript
- dagster
- Python
Adopt for
- ballerine
- Ballerine is an open-source infrastructure and data orchestration platform for risk decisioning that supports areas such as compliance, fraud detection and identity verification.
- dagster
- Dagster is an open-source orchestration platform developed in Python for managing and observing data pipelines and workflows.
Persona
- ballerine
- -
- dagster
- -
Runtime
- ballerine
- -
- dagster
- -
License
- ballerine
- The platform is under Other license, which means specific terms are provided beyond the information publicly available.
- dagster
- Apache-2.0
Last pushed
- ballerine
- Sep 17, 2026
- dagster
- Sep 11, 2026
Categories
- ballerine
- Evaluation & Observability
- dagster
- Data & Retrieval, Evaluation & Observability
Trust and health
Days since push
- ballerine
- 1d
- dagster
- 2d
Open issues (now)
- ballerine
- 20
- dagster
- 2.6k
Stars delta
- ballerine
- +13 (30d)
- dagster
- +195 (30d)
Open issues delta
- ballerine
- +11 (30d)
- dagster
- -9 (30d)
Full report
- ballerine
- Trust report
- dagster
- Trust report
Choose ballerine if…
- ballerine is primarily TypeScript; dagster is Python.
- License: ballerine is Other, dagster is Apache-2.0.
- Pricing: While Ballerine has an open-source repository that is not currently supported, commercial SaaS options may be available for a fee..
- Tags unique to ballerine: back-office, compliance, data-orchestration, fraud-detection.
- When you are working in the payment sector or run a Fintech company and need tools to automate decisions during the customer lifecycle.
When NOT to use ballerine
- If you require immediate support or are unable to wait as Ballerine is currently undergoing a major rebuild and is not actively supported at this time.
- When your risk management needs do not align with automated workflows, rule engines, or third-party plugin systems, suggesting a more traditional approach might be better.
Choose dagster if…
- dagster is primarily Python; ballerine is TypeScript.
- License: dagster is Apache-2.0, ballerine is Other.
- Tags unique to dagster: data-engineering, data-orchestrator, etl, mlops.
- Also covers Data & Retrieval.
- When your project requires an Apache-2.0 licensed tool allowing broader reuse and modification of code.
When NOT to use dagster
- If you are restricted to proprietary or non-open-source licenses, as Dagster's Apache-2.0 might not align with compliance requirements.
- In environments where Python is not a preferred language, considering Dagster requires good knowledge of the Python ecosystem.
- For teams that do not require or benefit from extensive documentation and hands-on tutorials for onboarding.
- If specific features or integrations crucial to your workflow are found lacking in comparison to competitors.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (ballerine-io/ballerine) · observed Sep 20, 2026
- GitHub forks (ballerine-io/ballerine) · observed Sep 20, 2026
- Last push (ballerine-io/ballerine) · observed Sep 17, 2026
- License file (Other) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (dagster-io/dagster) · observed Sep 20, 2026
- GitHub forks (dagster-io/dagster) · observed Sep 20, 2026
- Last push (dagster-io/dagster) · observed Sep 11, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: ballerine 2.4k · dagster 16k (synced Sep 20, 2026).
Common questions
- What is the difference between ballerine and dagster?
- ballerine: Open-source infrastructure and data orchestration platform for risk decisioning. dagster: An orchestration platform for data assets. See the comparison table for live GitHub stats and shared categories.
- When should I choose ballerine over dagster?
- Choose ballerine over dagster when ballerine is primarily TypeScript; dagster is Python; License: ballerine is Other, dagster is Apache-2.0; Pricing: While Ballerine has an open-source repository that is not currently supported, commercial SaaS options may be available for a fee.; Tags unique to ballerine: back-office, compliance, data-orchestration, fraud-detection; When you are working in the payment sector or run a Fintech company and need tools to automate decisions during the customer lifecycle.
- When should I choose dagster over ballerine?
- Choose dagster over ballerine when dagster is primarily Python; ballerine is TypeScript; License: dagster is Apache-2.0, ballerine is Other; Tags unique to dagster: data-engineering, data-orchestrator, etl, mlops; Also covers Data & Retrieval; When your project requires an Apache-2.0 licensed tool allowing broader reuse and modification of code.
- When should I avoid ballerine?
- If you require immediate support or are unable to wait as Ballerine is currently undergoing a major rebuild and is not actively supported at this time. When your risk management needs do not align with automated workflows, rule engines, or third-party plugin systems, suggesting a more traditional approach might be better.
- When should I avoid dagster?
- If you are restricted to proprietary or non-open-source licenses, as Dagster's Apache-2.0 might not align with compliance requirements. In environments where Python is not a preferred language, considering Dagster requires good knowledge of the Python ecosystem. For teams that do not require or benefit from extensive documentation and hands-on tutorials for onboarding. If specific features or integrations crucial to your workflow are found lacking in comparison to competitors.
- Is ballerine or dagster more popular on GitHub?
- dagster has more GitHub stars (16,144 vs 2,434). Stars measure visibility, not whether either tool fits your constraints.
- Are ballerine and dagster open source?
- Yes - both are open-source projects on GitHub (ballerine: Other, dagster: Apache-2.0).
- Where can I find alternatives to ballerine or dagster?
- GraphCanon lists graph-backed alternatives at ballerine alternatives and dagster alternatives (ballerine markdown twin, dagster markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, ballerine or dagster?
- ballerine: Very active. dagster: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for ballerine and dagster?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ballerine trust report; dagster trust report.