--- title: "tracecat vs trigger.dev" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/tracecathq-tracecat-vs-triggerdotdev-trigger-dev" tools: ["tracecathq-tracecat", "triggerdotdev-trigger-dev"] --- # tracecat vs trigger.dev *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 trigger.dev if trigger.dev provides both cloud-managed and self-hosting options for deploying AI agents and workflows, with its platform built using TypeScript. [tracecat](https://tracecat.com) reports 3.8k GitHub stars, 416 forks, and 155 open issues, last pushed Sep 18, 2026. [trigger.dev](https://trigger.dev/changelog) has 16k stars, 1.5k forks, and 336 open issues, last pushed Sep 20, 2026. Figures are from public GitHub metadata via [tracecat's repository](https://github.com/TracecatHQ/tracecat) and [trigger.dev's repository](https://github.com/triggerdotdev/trigger.dev). | | [tracecat](/tools/tracecathq-tracecat.md) | [trigger.dev](/tools/triggerdotdev-trigger-dev.md) | | --- | --- | --- | | Tagline | Open-source security automation platform for teams and AI agents | Build and deploy fully-managed AI agents and workflows | | Stars | 3,805 | 16,347 | | Forks | 416 | 1,464 | | Open issues | 155 | 336 | | 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. | Trigger.dev provides both cloud-managed and self-hosting options for deploying AI agents and workflows, with its platform built using TypeScript. | | Persona | - | - | | Runtime | - | - | | License | AGPL-3.0 | Apache-2.0 | | Categories | AI Agents, Evaluation & Observability | AI Agents | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [tracecat](/tools/tracecathq-tracecat.md) | [trigger.dev](/tools/triggerdotdev-trigger-dev.md) | | --- | --- | --- | | Open issues (now) | 155 | 336 | | Stars delta | +44 (30d) | +277 (30d) | | Open issues delta | +13 (30d) | -104 (30d) | | Full report | [trust report](/tools/tracecathq-tracecat/trust.md) | [trust report](/tools/triggerdotdev-trigger-dev/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: trigger.dev - **Requirements:** Min 4 GB RAM; Requires Docker; Self-hosting options are provided, but require Docker Compose or Kubernetes setup knowledge. - **Adopt for:** Trigger.dev provides both cloud-managed and self-hosting options for deploying AI agents and workflows, with its platform built using TypeScript. ## Choose when ### Choose tracecat if… - tracecat is primarily Python; trigger.dev is TypeScript. - License: tracecat is AGPL-3.0, trigger.dev is Apache-2.0. - 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, event-driven, fastapi, llm. - Also covers Evaluation & Observability. - tracecat ships Docker support for self-hosted deployment. - When you need an all-in-one solution for automating workflows that includes agents, case management, and event-driven systems. ### Choose trigger.dev if… - trigger.dev is primarily TypeScript; tracecat is Python. - License: trigger.dev is Apache-2.0, tracecat is AGPL-3.0. - Requirements: Min 4 GB RAM; Requires Docker; Self-hosting options are provided, but require Docker Compose or Kubernetes setup knowledge.. - Tags unique to trigger.dev: ai-agents, background-jobs, orchestration, scheduler. - - **Custom Workflows**: If you need to implement complex, custom orchestrations involving different AI tasks that are well-defined and require scalability without managing infrastructure. ## 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 trigger.dev - - **Minimal AI Workloads**: If your AI usage is minimal or sporadic, you might find the overhead of setting up tasks using the SDK to be unnecessary complexity. - - **Cloud Agnosticism**: Preferring a solution that abstracts away cloud-specific configurations, as Trigger.dev’s focus on cloud-managed services and self-hosting options may require more manual work - - **Non-TypeScript Ecosystems**: If your project is predominantly in languages other than TypeScript or JavaScript, the available tooling through SDK might not align closely with existing workflows. ## Common questions ### What is the difference between tracecat and trigger.dev? tracecat: Open-source security automation platform for teams and AI agents. trigger.dev: Build and deploy fully-managed AI agents and workflows. See the comparison table for live GitHub stats and shared categories. ### When should I choose tracecat over trigger.dev? Choose tracecat over trigger.dev when tracecat is primarily Python; trigger.dev is TypeScript; License: tracecat is AGPL-3.0, trigger.dev is Apache-2.0; 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, event-driven, fastapi, llm; Also covers Evaluation & Observability; tracecat ships Docker support for self-hosted deployment; When you need an all-in-one solution for automating workflows that includes agents, case management, and event-driven systems. ### When should I choose trigger.dev over tracecat? Choose trigger.dev over tracecat when trigger.dev is primarily TypeScript; tracecat is Python; License: trigger.dev is Apache-2.0, tracecat is AGPL-3.0; Requirements: Min 4 GB RAM; Requires Docker; Self-hosting options are provided, but require Docker Compose or Kubernetes setup knowledge.; Tags unique to trigger.dev: ai-agents, background-jobs, orchestration, scheduler; - **Custom Workflows**: If you need to implement complex, custom orchestrations involving different AI tasks that are well-defined and require scalability without managing infrastructure. ### 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 trigger.dev? - **Minimal AI Workloads**: If your AI usage is minimal or sporadic, you might find the overhead of setting up tasks using the SDK to be unnecessary complexity. - **Cloud Agnosticism**: Preferring a solution that abstracts away cloud-specific configurations, as Trigger.dev’s focus on cloud-managed services and self-hosting options may require more manual work - **Non-TypeScript Ecosystems**: If your project is predominantly in languages other than TypeScript or JavaScript, the available tooling through SDK might not align closely with existing workflows. ### Is tracecat or trigger.dev more popular on GitHub? trigger.dev has more GitHub stars (16,347 vs 3,805). Stars measure visibility, not whether either tool fits your constraints. ### Are tracecat and trigger.dev open source? Yes - both are open-source projects on GitHub (tracecat: AGPL-3.0, trigger.dev: Apache-2.0). ### Where can I find alternatives to tracecat or trigger.dev? GraphCanon lists graph-backed alternatives at [tracecat alternatives](/tools/tracecathq-tracecat/alternatives) and [trigger.dev alternatives](/tools/triggerdotdev-trigger-dev/alternatives) ([tracecat markdown twin](/tools/tracecathq-tracecat/alternatives.md), [trigger.dev markdown twin](/tools/triggerdotdev-trigger-dev/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-triggerdotdev-trigger-dev.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, tracecat or trigger.dev? tracecat: Very active. trigger.dev: 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 trigger.dev? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [tracecat trust report](/tools/tracecathq-tracecat/trust); [trigger.dev trust report](/tools/triggerdotdev-trigger-dev/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/_