--- title: "ALERT vs jailbreakbench" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/babelscape-alert-vs-jailbreakbench-jailbreakbench" tools: ["babelscape-alert", "jailbreakbench-jailbreakbench"] --- # ALERT vs jailbreakbench *GraphCanon updated Aug 9, 2026* ## Verdict Pick ALERT if aLERT is designed specifically for red-teaming based safety evaluation on large language models, using MIT licensed prompts and adversarial augmentation; pick jailbreakbench if jailbreakBench is an open robustness benchmark specifically designed to evaluate language models against jailbreaking attacks. It aims to quantify the resilience of language models under adversarial conditions. [ALERT](https://arxiv.org/abs/2404.08676) reports 59 GitHub stars, 8 forks, and 0 open issues, last pushed Sep 20, 2024. [jailbreakbench](https://jailbreakbench.github.io) has 645 stars, 75 forks, and 11 open issues, last pushed Apr 4, 2025. Figures are from public GitHub metadata via [ALERT's repository](https://github.com/Babelscape/ALERT) and [jailbreakbench's repository](https://github.com/JailbreakBench/jailbreakbench). | | [ALERT](/tools/babelscape-alert.md) | [jailbreakbench](/tools/jailbreakbench-jailbreakbench.md) | | --- | --- | --- | | Tagline | A Comprehensive Benchmark for Assessing Large Language Models' Safety Through Red Teaming | An Open Robustness Benchmark for Jailbreaking Language Models | | Stars | 59 | 645 | | Forks | 8 | 75 | | Open issues | 0 | 11 | | Language | Python | Python | | Adopt for | ALERT is designed specifically for red-teaming based safety evaluation on large language models, using MIT licensed prompts and adversarial augmentation. | JailbreakBench is an open robustness benchmark specifically designed to evaluate language models against jailbreaking attacks. It aims to quantify the resilience of language models under adversarial conditions. | | Persona | - | - | | Runtime | - | - | | License | Other | MIT | | Categories | Evaluation & Observability | Evaluation & Observability | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [ALERT](/tools/babelscape-alert.md) | [jailbreakbench](/tools/jailbreakbench-jailbreakbench.md) | | --- | --- | --- | | Days since push | 687d | 487d | | Open issues (now) | 0 | 11 | | Full report | [trust report](/tools/babelscape-alert/trust.md) | [trust report](/tools/jailbreakbench-jailbreakbench/trust.md) | ## Decision facts: ALERT - **Adopt for:** ALERT is designed specifically for red-teaming based safety evaluation on large language models, using MIT licensed prompts and adversarial augmentation. ## Decision facts: jailbreakbench - **Adopt for:** JailbreakBench is an open robustness benchmark specifically designed to evaluate language models against jailbreaking attacks. It aims to quantify the resilience of language models under adversarial conditions. ## Choose when ### Choose ALERT if… - License: ALERT is Other, jailbreakbench is MIT. - Tags unique to ALERT: ai, artificial-intelligence, benchmark, bias-detection. - When evaluating safety metrics of large language models through red-teaming approaches ### Choose jailbreakbench if… - License: jailbreakbench is MIT, ALERT is Other. - Tags unique to jailbreakbench: jailbreaking, language-models, neurips-2024-datasets-and-benchmarks-tra, robustness-benchmark. - JailbreakBench is an open robustness benchmark specifically designed to evaluate language models against jailbreaking attacks. It aims to quantify the resilience of language models under adversarial conditions. ## When NOT to use ALERT - If your evaluation does not require bias detection or safety assessment under adversarial conditions - In scenarios where a broader range of model aspects beyond safety is needed, as ALERT focuses primarily on safety benchmarks ## When NOT to use jailbreakbench - Last GitHub push was 508 days ago (dormant maintenance, Apr 4, 2025). Validate activity before betting a new project on jailbreakbench. - Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers. ## Common questions ### What is the difference between ALERT and jailbreakbench? ALERT: A Comprehensive Benchmark for Assessing Large Language Models' Safety Through Red Teaming. jailbreakbench: An Open Robustness Benchmark for Jailbreaking Language Models. See the comparison table for live GitHub stats and shared categories. ### When should I choose ALERT over jailbreakbench? Choose ALERT over jailbreakbench when License: ALERT is Other, jailbreakbench is MIT; Tags unique to ALERT: ai, artificial-intelligence, benchmark, bias-detection; When evaluating safety metrics of large language models through red-teaming approaches. ### When should I choose jailbreakbench over ALERT? Choose jailbreakbench over ALERT when License: jailbreakbench is MIT, ALERT is Other; Tags unique to jailbreakbench: jailbreaking, language-models, neurips-2024-datasets-and-benchmarks-tra, robustness-benchmark; JailbreakBench is an open robustness benchmark specifically designed to evaluate language models against jailbreaking attacks. It aims to quantify the resilience of language models under adversarial conditions. ### When should I avoid ALERT? If your evaluation does not require bias detection or safety assessment under adversarial conditions In scenarios where a broader range of model aspects beyond safety is needed, as ALERT focuses primarily on safety benchmarks ### When should I avoid jailbreakbench? Last GitHub push was 508 days ago (dormant maintenance, Apr 4, 2025). Validate activity before betting a new project on jailbreakbench. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers. ### Is ALERT or jailbreakbench more popular on GitHub? jailbreakbench has more GitHub stars (645 vs 59). Stars measure visibility, not whether either tool fits your constraints. ### Are ALERT and jailbreakbench open source? Yes - both are open-source projects on GitHub (ALERT: Other, jailbreakbench: MIT). ### Where can I find alternatives to ALERT or jailbreakbench? GraphCanon lists graph-backed alternatives at [ALERT alternatives](/tools/babelscape-alert/alternatives) and [jailbreakbench alternatives](/tools/jailbreakbench-jailbreakbench/alternatives) ([ALERT markdown twin](/tools/babelscape-alert/alternatives.md), [jailbreakbench markdown twin](/tools/jailbreakbench-jailbreakbench/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/babelscape-alert-vs-jailbreakbench-jailbreakbench.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, ALERT or jailbreakbench? ALERT: Dormant. jailbreakbench: 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 ALERT and jailbreakbench? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [ALERT trust report](/tools/babelscape-alert/trust); [jailbreakbench trust report](/tools/jailbreakbench-jailbreakbench/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=babelscape-alert`](/api/graphcanon/graph?tool=babelscape-alert) - 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/_