--- title: "ballerine vs dunetrace" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/ballerine-io-ballerine-vs-dunetrace-dunetrace" tools: ["ballerine-io-ballerine", "dunetrace-dunetrace"] --- # ballerine vs dunetrace *GraphCanon updated Sep 20, 2026* ## 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 dunetrace if dunetrace is a real-time monitoring tool for AI agents in production that provides insights into observability and reliability, primarily targeting Python and Node.js ecosystems. [ballerine](https://www.ballerine.com) reports 2.4k GitHub stars, 311 forks, and 20 open issues, last pushed Sep 17, 2026. [dunetrace](https://dunetrace.com/) has 64 stars, 18 forks, and 20 open issues, last pushed Aug 31, 2026. Figures are from public GitHub metadata via [ballerine's repository](https://github.com/ballerine-io/ballerine) and [dunetrace's repository](https://github.com/dunetrace/dunetrace). | | [ballerine](/tools/ballerine-io-ballerine.md) | [dunetrace](/tools/dunetrace-dunetrace.md) | | --- | --- | --- | | Tagline | Open-source infrastructure and data orchestration platform for risk decisioning | Real-time monitoring of production AI agents | | Stars | 2,434 | 64 | | Forks | 311 | 18 | | Open issues | 20 | 20 | | Language | TypeScript | Python | | Adopt for | Ballerine is an open-source infrastructure and data orchestration platform for risk decisioning that supports areas such as compliance, fraud detection and identity verification. | dunetrace is a real-time monitoring tool for AI agents in production that provides insights into observability and reliability, primarily targeting Python and Node.js ecosystems. | | Persona | - | - | | Runtime | - | - | | License | The platform is under Other license, which means specific terms are provided beyond the information publicly available. | Other | | Categories | Evaluation & Observability | Evaluation & Observability | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [ballerine](/tools/ballerine-io-ballerine.md) | [dunetrace](/tools/dunetrace-dunetrace.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Active (82%) | | Days since push | 1d | 10d | | Stars delta | +13 (30d) | +5 (30d) | | Open issues delta | +11 (30d) | -1 (30d) | | Owner type | Organization | User | | Full report | [trust report](/tools/ballerine-io-ballerine/trust.md) | [trust report](/tools/dunetrace-dunetrace/trust.md) | ## Decision facts: ballerine - **Pricing:** freemium - While Ballerine has an open-source repository that is not currently supported, commercial SaaS options may be available for a fee. - **Adopt for:** Ballerine is an open-source infrastructure and data orchestration platform for risk decisioning that supports areas such as compliance, fraud detection and identity verification. - **License detail:** The platform is under Other license, which means specific terms are provided beyond the information publicly available. ## Decision facts: dunetrace - **Pricing:** unknown - The repository does not specify any pricing information; it only mentions a license which is categorized as 'other'. - **Requirements:** Requires Docker - **Adopt for:** dunetrace is a real-time monitoring tool for AI agents in production that provides insights into observability and reliability, primarily targeting Python and Node.js ecosystems. ## Choose when ### Choose ballerine if… - ballerine is primarily TypeScript; dunetrace is Python. - 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. ### Choose dunetrace if… - dunetrace is primarily Python; ballerine is TypeScript. - Pricing: The repository does not specify any pricing information; it only mentions a license which is categorized as 'other'.. - Requirements: Requires Docker. - Tags unique to dunetrace: agent-monitoring, agent-observability, ai-agents, real-time-monitoring. - dunetrace ships Docker support for self-hosted deployment. - When you need to monitor the performance of AI agents in real-time, as dunetrace offers insights specific to observability and reliability. ## 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. ## When NOT to use dunetrace - When focusing solely on non-code aspects like UI/UX without any need for backend AI agent observation. - If you are looking for a platform that supports extensive integrations beyond Python and Node.js, as dunetrace's focus is limited to these environments. - For organizations that prefer proprietary solutions over tools under other licenses. ## Common questions ### What is the difference between ballerine and dunetrace? ballerine: Open-source infrastructure and data orchestration platform for risk decisioning. dunetrace: Real-time monitoring of production AI agents. See the comparison table for live GitHub stats and shared categories. ### When should I choose ballerine over dunetrace? Choose ballerine over dunetrace when ballerine is primarily TypeScript; dunetrace is Python; 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 dunetrace over ballerine? Choose dunetrace over ballerine when dunetrace is primarily Python; ballerine is TypeScript; Pricing: The repository does not specify any pricing information; it only mentions a license which is categorized as 'other'.; Requirements: Requires Docker; Tags unique to dunetrace: agent-monitoring, agent-observability, ai-agents, real-time-monitoring; dunetrace ships Docker support for self-hosted deployment; When you need to monitor the performance of AI agents in real-time, as dunetrace offers insights specific to observability and reliability. ### 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 dunetrace? When focusing solely on non-code aspects like UI/UX without any need for backend AI agent observation. If you are looking for a platform that supports extensive integrations beyond Python and Node.js, as dunetrace's focus is limited to these environments. For organizations that prefer proprietary solutions over tools under other licenses. ### Is ballerine or dunetrace more popular on GitHub? ballerine has more GitHub stars (2,434 vs 64). Stars measure visibility, not whether either tool fits your constraints. ### Are ballerine and dunetrace open source? Yes - both are open-source projects on GitHub (ballerine: Other, dunetrace: Other). ### Where can I find alternatives to ballerine or dunetrace? GraphCanon lists graph-backed alternatives at [ballerine alternatives](/tools/ballerine-io-ballerine/alternatives) and [dunetrace alternatives](/tools/dunetrace-dunetrace/alternatives) ([ballerine markdown twin](/tools/ballerine-io-ballerine/alternatives.md), [dunetrace markdown twin](/tools/dunetrace-dunetrace/alternatives.md)), 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](/compare/ballerine-io-ballerine-vs-dunetrace-dunetrace.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, ballerine or dunetrace? ballerine: Very active. dunetrace: 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 dunetrace? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [ballerine trust report](/tools/ballerine-io-ballerine/trust); [dunetrace trust report](/tools/dunetrace-dunetrace/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=ballerine-io-ballerine`](/api/graphcanon/graph?tool=ballerine-io-ballerine) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_