--- title: "tracecat vs traceroot" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/tracecathq-tracecat-vs-traceroot-ai-traceroot" tools: ["tracecathq-tracecat", "traceroot-ai-traceroot"] --- # tracecat vs traceroot *GraphCanon updated Sep 20, 2026* ## Verdict Pick tracecat if an open-source security automation platform with features encompassing custom agent building, sandboxed execution of untrusted code, and integration with enterprise tools; pick traceroot if traceroot is an open-source tool aimed at improving the observability and self-healing capabilities of AI agents, providing essential tools to monitor and debug deployed applications. [tracecat](https://tracecat.com) reports 3.8k GitHub stars, 416 forks, and 155 open issues, last pushed Sep 18, 2026. [traceroot](https://traceroot.ai) has 762 stars, 243 forks, and 456 open issues, last pushed Sep 10, 2026. Figures are from public GitHub metadata via [tracecat's repository](https://github.com/TracecatHQ/tracecat) and [traceroot's repository](https://github.com/traceroot-ai/traceroot). | | [tracecat](/tools/tracecathq-tracecat.md) | [traceroot](/tools/traceroot-ai-traceroot.md) | | --- | --- | --- | | Tagline | Open-source security automation platform for teams and AI agents | open-source observability and self-healing layer for AI agents | | Stars | 3,805 | 762 | | Forks | 416 | 243 | | Open issues | 155 | 456 | | Language | Python | TypeScript | | Adopt for | An open-source security automation platform with features encompassing custom agent building, sandboxed execution of untrusted code, and integration with enterprise tools. | Traceroot is an open-source tool aimed at improving the observability and self-healing capabilities of AI agents, providing essential tools to monitor and debug deployed applications. | | Persona | - | - | | Runtime | - | - | | License | AGPL-3.0 | License is Apache 2.0, featuring additional enterprise capabilities under separate license terms. | | Categories | AI Agents, Evaluation & Observability | AI Agents, Evaluation & Observability | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [tracecat](/tools/tracecathq-tracecat.md) | [traceroot](/tools/traceroot-ai-traceroot.md) | | --- | --- | --- | | Open issues (now) | 155 | 456 | | Stars delta | +44 (30d) | +60 (30d) | | Open issues delta | +13 (30d) | +55 (30d) | | Full report | [trust report](/tools/tracecathq-tracecat/trust.md) | [trust report](/tools/traceroot-ai-traceroot/trust.md) | ## Decision facts: tracecat - **Pricing:** freemium - `tracecat` is available under the AGPL-3.0 license with options to access enterprise features through managed Cloud or self-hosted deployments with dedicated support. - **Requirements:** Requires Docker - **Adopt for:** An open-source security automation platform with features encompassing custom agent building, sandboxed execution of untrusted code, and integration with enterprise tools. ## Decision facts: traceroot - **Adopt for:** Traceroot is an open-source tool aimed at improving the observability and self-healing capabilities of AI agents, providing essential tools to monitor and debug deployed applications. - **License detail:** License is Apache 2.0, featuring additional enterprise capabilities under separate license terms. ## Choose when ### Choose tracecat if… - tracecat is primarily Python; traceroot is TypeScript. - License: tracecat is AGPL-3.0, traceroot is Other. - Pricing: `tracecat` is available under the AGPL-3.0 license with options to access enterprise features through managed Cloud or self-hosted deployments with dedicated support.. - Requirements: Requires Docker. - Tags unique to tracecat: agents, automation, event-driven, fastapi. - When you need an all-in-one solution for automating workflows that includes agents, case management, and event-driven systems. ### Choose traceroot if… - traceroot is primarily TypeScript; tracecat is Python. - License: traceroot is Other, tracecat is AGPL-3.0. - Tags unique to traceroot: agent-observability, agentic, ai-observability, analytics. - When you need a specific focus on agent-observability in TypeScript-based projects ## When NOT to use tracecat - For teams strictly looking to use closed-source proprietary solutions for security automation platforms. - When you prefer a tool that does not require manual setup and maintenance for sandboxed execution environments like nsjail. ## When NOT to use traceroot - Avoid if you require direct support for languages other than TypeScript as primary focus - Not suitable if experimental features like k8s hosting with Helm and Terraform on AWS are considered too unstable for production use - Skip this if your project needs a specific license different from Apache 2.0, excluding enterprise-locked features ## Common questions ### What is the difference between tracecat and traceroot? tracecat: Open-source security automation platform for teams and AI agents. traceroot: open-source observability and self-healing layer for AI agents. See the comparison table for live GitHub stats and shared categories. ### When should I choose tracecat over traceroot? Choose tracecat over traceroot when tracecat is primarily Python; traceroot is TypeScript; License: tracecat is AGPL-3.0, traceroot is Other; Pricing: `tracecat` is available under the AGPL-3.0 license with options to access enterprise features through managed Cloud or self-hosted deployments with dedicated support.; Requirements: Requires Docker; Tags unique to tracecat: agents, automation, event-driven, fastapi; When you need an all-in-one solution for automating workflows that includes agents, case management, and event-driven systems. ### When should I choose traceroot over tracecat? Choose traceroot over tracecat when traceroot is primarily TypeScript; tracecat is Python; License: traceroot is Other, tracecat is AGPL-3.0; Tags unique to traceroot: agent-observability, agentic, ai-observability, analytics; When you need a specific focus on agent-observability in TypeScript-based projects. ### When should I avoid tracecat? For teams strictly looking to use closed-source proprietary solutions for security automation platforms. When you prefer a tool that does not require manual setup and maintenance for sandboxed execution environments like nsjail. ### When should I avoid traceroot? Avoid if you require direct support for languages other than TypeScript as primary focus Not suitable if experimental features like k8s hosting with Helm and Terraform on AWS are considered too unstable for production use Skip this if your project needs a specific license different from Apache 2.0, excluding enterprise-locked features ### Is tracecat or traceroot more popular on GitHub? tracecat has more GitHub stars (3,805 vs 762). Stars measure visibility, not whether either tool fits your constraints. ### Are tracecat and traceroot open source? Yes - both are open-source projects on GitHub (tracecat: AGPL-3.0, traceroot: Other). ### Where can I find alternatives to tracecat or traceroot? GraphCanon lists graph-backed alternatives at [tracecat alternatives](/tools/tracecathq-tracecat/alternatives) and [traceroot alternatives](/tools/traceroot-ai-traceroot/alternatives) ([tracecat markdown twin](/tools/tracecathq-tracecat/alternatives.md), [traceroot markdown twin](/tools/traceroot-ai-traceroot/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/tracecathq-tracecat-vs-traceroot-ai-traceroot.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, tracecat or traceroot? tracecat: Very active. traceroot: 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 tracecat and traceroot? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [tracecat trust report](/tools/tracecathq-tracecat/trust); [traceroot trust report](/tools/traceroot-ai-traceroot/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=tracecathq-tracecat`](/api/graphcanon/graph?tool=tracecathq-tracecat) - 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/_