---
title: "latent-jailbreak vs hallucination-index"
type: "comparison"
canonical_url: "https://www.graphcanon.com/compare/qiuhuachuan-latent-jailbreak-vs-rungalileo-hallucination-index"
tools: ["qiuhuachuan-latent-jailbreak", "rungalileo-hallucination-index"]
---

# latent-jailbreak vs hallucination-index

*GraphCanon updated Aug 5, 2026*

## Verdict

Pick latent-jailbreak if evaluation & Observability tool for assessing latent jailbreak phenomena in large language models; pick hallucination-index if hallucination-Index helps users identify LLMs with the lowest propensity for factual errors across varying context lengths and source types.

[latent-jailbreak](https://github.com/qiuhuachuan/latent-jailbreak) reports 39 GitHub stars, 2 forks, and 1 open issues, last pushed May 21, 2024. [hallucination-index](https://www.rungalileo.io/hallucinationindex) has 116 stars, 8 forks, and 1 open issues, last pushed Jul 28, 2025. Figures are from public GitHub metadata via [latent-jailbreak's repository](https://github.com/qiuhuachuan/latent-jailbreak) and [hallucination-index's repository](https://github.com/rungalileo/hallucination-index).

| | [latent-jailbreak](/tools/qiuhuachuan-latent-jailbreak.md) | [hallucination-index](/tools/rungalileo-hallucination-index.md) |
| --- | --- | --- |
| Tagline | Repository for evaluating text safety and output robustness of large language models | Initiative to evaluate and rank popular LLMs based on hallucination propensity |
| Stars | 39 | 116 |
| Forks | 2 | 8 |
| Open issues | 1 | 1 |
| Language | Python | - |
| Adopt for | Evaluation & Observability tool for assessing latent jailbreak phenomena in large language models | Hallucination-Index helps users identify LLMs with the lowest propensity for factual errors across varying context lengths and source types. |
| Persona | - | - |
| Runtime | - | - |
| License | MIT | - |
| Categories | Evaluation & Observability | Evaluation & Observability |

## Trust and health

_Sourced signals - not a safety guarantee. No winner column._

| | [latent-jailbreak](/tools/qiuhuachuan-latent-jailbreak.md) | [hallucination-index](/tools/rungalileo-hallucination-index.md) |
| --- | --- | --- |
| Days since push | 805d | 365d |
| Owner type | User | Organization |
| Full report | [trust report](/tools/qiuhuachuan-latent-jailbreak/trust.md) | [trust report](/tools/rungalileo-hallucination-index/trust.md) |

## Decision facts: latent-jailbreak

- **Adopt for:** Evaluation & Observability tool for assessing latent jailbreak phenomena in large language models

## Decision facts: hallucination-index

- **Adopt for:** Hallucination-Index helps users identify LLMs with the lowest propensity for factual errors across varying context lengths and source types.

## Choose when

### Choose latent-jailbreak if…

- Tags unique to latent-jailbreak: latent jailbreak, output robustness, text safety.
- When conducting detailed safety assessments of text generation from LLMs like BELLE, ChatGLM2, and ChatGPT

### Choose hallucination-index if…

- Tags unique to hallucination-index: hallucinations, llm-evaluation, openai, rag.
- Use when you need to ensure accuracy in short-context tasks, as it tests models like Chain-of-Note prompting techniques specifically for such scenarios.
- More GitHub stars (116 vs 39) - visibility, not fit.

## 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 hallucination-index

- Avoid using Hallucination-Index when your application requires real-time evaluation of hallucinations, as it focuses on predefined tests rather than live model performance.
- Do not rely solely on this index if your primary concern is the latest updates to LLM models; its data might not reflect recent improvements in models or the introduction of new ones.

## Common questions

### What is the difference between latent-jailbreak and hallucination-index?

latent-jailbreak: Repository for evaluating text safety and output robustness of large language models. hallucination-index: Initiative to evaluate and rank popular LLMs based on hallucination propensity. See the comparison table for live GitHub stats and shared categories.

### When should I choose latent-jailbreak over hallucination-index?

Choose latent-jailbreak over hallucination-index when Tags unique to latent-jailbreak: 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 hallucination-index over latent-jailbreak?

Choose hallucination-index over latent-jailbreak when Tags unique to hallucination-index: hallucinations, llm-evaluation, openai, rag; Use when you need to ensure accuracy in short-context tasks, as it tests models like Chain-of-Note prompting techniques specifically for such scenarios; More GitHub stars (116 vs 39) - visibility, not fit.

### 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 hallucination-index?

Avoid using Hallucination-Index when your application requires real-time evaluation of hallucinations, as it focuses on predefined tests rather than live model performance. Do not rely solely on this index if your primary concern is the latest updates to LLM models; its data might not reflect recent improvements in models or the introduction of new ones.

### Is latent-jailbreak or hallucination-index more popular on GitHub?

hallucination-index has more GitHub stars (116 vs 39). Stars measure visibility, not whether either tool fits your constraints.

### Are latent-jailbreak and hallucination-index open source?

Yes - both are open-source projects on GitHub.

### Where can I find alternatives to latent-jailbreak or hallucination-index?

GraphCanon lists graph-backed alternatives at [latent-jailbreak alternatives](/tools/qiuhuachuan-latent-jailbreak/alternatives) and [hallucination-index alternatives](/tools/rungalileo-hallucination-index/alternatives) ([latent-jailbreak markdown twin](/tools/qiuhuachuan-latent-jailbreak/alternatives.md), [hallucination-index markdown twin](/tools/rungalileo-hallucination-index/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-rungalileo-hallucination-index.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.

### Which is better maintained, latent-jailbreak or hallucination-index?

latent-jailbreak: Dormant. hallucination-index: 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 hallucination-index?

GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [latent-jailbreak trust report](/tools/qiuhuachuan-latent-jailbreak/trust); [hallucination-index trust report](/tools/rungalileo-hallucination-index/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/_