--- title: "latent-jailbreak vs gateway" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/qiuhuachuan-latent-jailbreak-vs-trylonai-gateway" tools: ["qiuhuachuan-latent-jailbreak", "trylonai-gateway"] --- # latent-jailbreak vs gateway *GraphCanon updated Aug 10, 2026* ## Verdict Pick latent-jailbreak if evaluation & Observability tool for assessing latent jailbreak phenomena in large language models; pick gateway if self-hosted firewall for securing AI applications with guardrails and content moderation. [latent-jailbreak](https://github.com/qiuhuachuan/latent-jailbreak) reports 39 GitHub stars, 2 forks, and 1 open issues, last pushed May 21, 2024. [gateway](https://www.trylon.ai) has 127 stars, 12 forks, and 0 open issues, last pushed Jun 25, 2025. Figures are from public GitHub metadata via [latent-jailbreak's repository](https://github.com/qiuhuachuan/latent-jailbreak) and [gateway's repository](https://github.com/trylonai/gateway). | | [latent-jailbreak](/tools/qiuhuachuan-latent-jailbreak.md) | [gateway](/tools/trylonai-gateway.md) | | --- | --- | --- | | Tagline | Repository for evaluating text safety and output robustness of large language models | Self-hosted firewall for securing AI applications with guardrails and content moderation. | | Stars | 39 | 127 | | Forks | 2 | 12 | | Open issues | 1 | 0 | | Language | Python | Python | | Adopt for | Evaluation & Observability tool for assessing latent jailbreak phenomena in large language models | Self-hosted firewall for securing AI applications with guardrails and content moderation. | | Persona | - | - | | Runtime | - | - | | License | MIT | Other | | Categories | Evaluation & Observability | Evaluation & Observability, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [latent-jailbreak](/tools/qiuhuachuan-latent-jailbreak.md) | [gateway](/tools/trylonai-gateway.md) | | --- | --- | --- | | Days since push | 805d | 410d | | Open issues (now) | 1 | 0 | | Owner type | User | Organization | | Full report | [trust report](/tools/qiuhuachuan-latent-jailbreak/trust.md) | [trust report](/tools/trylonai-gateway/trust.md) | ## Decision facts: latent-jailbreak - **Adopt for:** Evaluation & Observability tool for assessing latent jailbreak phenomena in large language models ## Decision facts: gateway - **Pricing:** freemium - Open-source with no explicit monetary cost, but requires users to handle infrastructure costs associated with local Docker deployment - **Requirements:** Min 4 GB RAM; Requires Docker; Docker and Docker Compose are required for deployment; Initial launch takes several minutes due to downloading machine learning models (~1.5GB+) for the first time - **Adopt for:** Self-hosted firewall for securing AI applications with guardrails and content moderation. ## Choose when ### Choose latent-jailbreak if… - License: latent-jailbreak is MIT, gateway is Other. - Tags unique to latent-jailbreak: large language models, latent jailbreak, output robustness, text safety. - When conducting detailed safety assessments of text generation from LLMs like BELLE, ChatGLM2, and ChatGPT ### Choose gateway if… - License: gateway is Other, latent-jailbreak is MIT. - Pricing: Open-source with no explicit monetary cost, but requires users to handle infrastructure costs associated with local Docker deployment. - Requirements: Min 4 GB RAM; Requires Docker; Docker and Docker Compose are required for deployment; Initial launch takes several minutes due to downloading machine learning models (~1.5GB+) for the first time. - Tags unique to gateway: content-moderation, docker-compose, guardrails, pii-redaction. - Also covers LLM Frameworks. - gateway ships Docker support for self-hosted deployment. - When you need to self-host a secure gateway for LLM-based AI applications that requires local deployment via Docker ## When NOT to use latent-jailbreak - If quick performance testing without in-depth safety analysis is the priority - When working exclusively with smaller or less complex models that do not exhibit latent jailbreak behavior ## When NOT to use gateway - Avoid if you are looking for cloud-managed services, as this tool is designed solely for local or self-hosted environments - Not suitable if you require extensive customization beyond the provided policies.yaml file and predefined guardrails for content moderation and security ## Common questions ### What is the difference between latent-jailbreak and gateway? latent-jailbreak: Repository for evaluating text safety and output robustness of large language models. gateway: Self-hosted firewall for securing AI applications with guardrails and content moderation.. See the comparison table for live GitHub stats and shared categories. ### When should I choose latent-jailbreak over gateway? Choose latent-jailbreak over gateway when License: latent-jailbreak is MIT, gateway is Other; Tags unique to latent-jailbreak: large language models, latent jailbreak, output robustness, text safety; When conducting detailed safety assessments of text generation from LLMs like BELLE, ChatGLM2, and ChatGPT. ### When should I choose gateway over latent-jailbreak? Choose gateway over latent-jailbreak when License: gateway is Other, latent-jailbreak is MIT; Pricing: Open-source with no explicit monetary cost, but requires users to handle infrastructure costs associated with local Docker deployment; Requirements: Min 4 GB RAM; Requires Docker; Docker and Docker Compose are required for deployment; Initial launch takes several minutes due to downloading machine learning models (~1.5GB+) for the first time; Tags unique to gateway: content-moderation, docker-compose, guardrails, pii-redaction; Also covers LLM Frameworks; gateway ships Docker support for self-hosted deployment; When you need to self-host a secure gateway for LLM-based AI applications that requires local deployment via Docker. ### When should I avoid latent-jailbreak? If quick performance testing without in-depth safety analysis is the priority When working exclusively with smaller or less complex models that do not exhibit latent jailbreak behavior ### When should I avoid gateway? Avoid if you are looking for cloud-managed services, as this tool is designed solely for local or self-hosted environments Not suitable if you require extensive customization beyond the provided policies.yaml file and predefined guardrails for content moderation and security ### Is latent-jailbreak or gateway more popular on GitHub? gateway has more GitHub stars (127 vs 39). Stars measure visibility, not whether either tool fits your constraints. ### Are latent-jailbreak and gateway open source? Yes - both are open-source projects on GitHub (latent-jailbreak: MIT, gateway: Other). ### Where can I find alternatives to latent-jailbreak or gateway? GraphCanon lists graph-backed alternatives at [latent-jailbreak alternatives](/tools/qiuhuachuan-latent-jailbreak/alternatives) and [gateway alternatives](/tools/trylonai-gateway/alternatives) ([latent-jailbreak markdown twin](/tools/qiuhuachuan-latent-jailbreak/alternatives.md), [gateway markdown twin](/tools/trylonai-gateway/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/qiuhuachuan-latent-jailbreak-vs-trylonai-gateway.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, latent-jailbreak or gateway? latent-jailbreak: Dormant. gateway: Dormant. 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 latent-jailbreak and gateway? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [latent-jailbreak trust report](/tools/qiuhuachuan-latent-jailbreak/trust); [gateway trust report](/tools/trylonai-gateway/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=qiuhuachuan-latent-jailbreak`](/api/graphcanon/graph?tool=qiuhuachuan-latent-jailbreak) - 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/_