---
title: "awesome-llm-security vs fiddler-auditor"
type: "comparison"
canonical_url: "https://www.graphcanon.com/compare/corca-ai-awesome-llm-security-vs-fiddler-labs-fiddler-auditor"
tools: ["corca-ai-awesome-llm-security", "fiddler-labs-fiddler-auditor"]
---

# awesome-llm-security vs fiddler-auditor

*GraphCanon updated Aug 6, 2026*

## Verdict

Pick awesome-llm-security if awesome LLM Security is a curated list of resources related to the security aspects of large language models. It covers various attack methodologies, defenses, and platform security through papers, benchmarks, tools, and; pick fiddler-auditor if fiddler Auditor is an evaluation tool for assessing the robustness and reliability of language models prior to their deployment in production.

[awesome-llm-security](https://github.com/corca-ai/awesome-llm-security) reports 1.7k GitHub stars, 312 forks, and 173 open issues, last pushed Aug 20, 2025. [fiddler-auditor](https://github.com/fiddler-labs/fiddler-auditor) has 194 stars, 24 forks, and 15 open issues, last pushed Mar 11, 2024. Figures are from public GitHub metadata via [awesome-llm-security's repository](https://github.com/corca-ai/awesome-llm-security) and [fiddler-auditor's repository](https://github.com/fiddler-labs/fiddler-auditor).

| | [awesome-llm-security](/tools/corca-ai-awesome-llm-security.md) | [fiddler-auditor](/tools/fiddler-labs-fiddler-auditor.md) |
| --- | --- | --- |
| Tagline | A curation of tools, documents and projects about LLM Security | Tool to evaluate language models |
| Stars | 1,672 | 194 |
| Forks | 312 | 24 |
| Open issues | 173 | 15 |
| Language | - | Python |
| Adopt for | Awesome LLM Security is a curated list of resources related to the security aspects of large language models. It covers various attack methodologies, defenses, and platform security through papers, benchmarks, tools, and | Fiddler Auditor is an evaluation tool for assessing the robustness and reliability of language models prior to their deployment in production. |
| Persona | - | - |
| Runtime | - | - |
| License | - | Other |
| Categories | Evaluation & Observability | Evaluation & Observability |

## Trust and health

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

| | [awesome-llm-security](/tools/corca-ai-awesome-llm-security.md) | [fiddler-auditor](/tools/fiddler-labs-fiddler-auditor.md) |
| --- | --- | --- |
| Maintenance | Slowing (36%) | Dormant (18%) |
| Days since push | 351d | 874d |
| Open issues (now) | 173 | 15 |
| Full report | [trust report](/tools/corca-ai-awesome-llm-security/trust.md) | [trust report](/tools/fiddler-labs-fiddler-auditor/trust.md) |

## Decision facts: awesome-llm-security

- **Hosting:** unknown
- **Pricing:** freemium - As an open-source project without defined pricing models, its use is generally free under the terms of its license (license details are not provided).
- **Adopt for:** Awesome LLM Security is a curated list of resources related to the security aspects of large language models. It covers various attack methodologies, defenses, and platform security through papers, benchmarks, tools, and

## Decision facts: fiddler-auditor

- **Pricing:** unknown - The pricing information for Fiddler Auditor is not specified in the repository data provided.
- **Adopt for:** Fiddler Auditor is an evaluation tool for assessing the robustness and reliability of language models prior to their deployment in production.

## Choose when

### Choose awesome-llm-security if…

- Pricing: As an open-source project without defined pricing models, its use is generally free under the terms of its license (license details are not provided)..
- Tags unique to awesome-llm-security: awesome-list, llm, security.
- When you are specifically looking for detailed information on both white-box and black-box attacks targeted at Large Language Models (LLMs), which 'awesome-llm-security' comprehensively catalogs.

### Choose fiddler-auditor if…

- Pricing: The pricing information for Fiddler Auditor is not specified in the repository data provided..
- Tags unique to fiddler-auditor: ai-observability, evaluation, generative-ai, langchain.
- When you need to perform red-teaming exercises on your LLM using prompt perturbation specific to your use-case

## When NOT to use awesome-llm-security

- When your primary interest is in general software security or vulnerabilities unrelated to language models, since 'awesome-llm-security' zeroes in on attack vectors specifically for LLMs.
- If you are solely interested in tools and methods that are not publicly discussed or peer-reviewed; the repository focuses on documented approaches within reputable academic publications.

## When NOT to use fiddler-auditor

- When standard evaluation methods suffice and you do not need advanced red-team testing tailored to your specific use-case
- If the project does not require or benefit from custom evaluation metrics that address niche concerns beyond general model performance
- In scenarios where models are already evaluated using other comprehensive frameworks, making additional evaluations redundant

## Common questions

### What is the difference between awesome-llm-security and fiddler-auditor?

awesome-llm-security: A curation of tools, documents and projects about LLM Security. fiddler-auditor: Tool to evaluate language models. See the comparison table for live GitHub stats and shared categories.

### When should I choose awesome-llm-security over fiddler-auditor?

Choose awesome-llm-security over fiddler-auditor when Pricing: As an open-source project without defined pricing models, its use is generally free under the terms of its license (license details are not provided).; Tags unique to awesome-llm-security: awesome-list, llm, security; When you are specifically looking for detailed information on both white-box and black-box attacks targeted at Large Language Models (LLMs), which 'awesome-llm-security' comprehensively catalogs.

### When should I choose fiddler-auditor over awesome-llm-security?

Choose fiddler-auditor over awesome-llm-security when Pricing: The pricing information for Fiddler Auditor is not specified in the repository data provided.; Tags unique to fiddler-auditor: ai-observability, evaluation, generative-ai, langchain; When you need to perform red-teaming exercises on your LLM using prompt perturbation specific to your use-case.

### When should I avoid awesome-llm-security?

When your primary interest is in general software security or vulnerabilities unrelated to language models, since 'awesome-llm-security' zeroes in on attack vectors specifically for LLMs. If you are solely interested in tools and methods that are not publicly discussed or peer-reviewed; the repository focuses on documented approaches within reputable academic publications.

### When should I avoid fiddler-auditor?

When standard evaluation methods suffice and you do not need advanced red-team testing tailored to your specific use-case If the project does not require or benefit from custom evaluation metrics that address niche concerns beyond general model performance In scenarios where models are already evaluated using other comprehensive frameworks, making additional evaluations redundant

### Is awesome-llm-security or fiddler-auditor more popular on GitHub?

awesome-llm-security has more GitHub stars (1,672 vs 194). Stars measure visibility, not whether either tool fits your constraints.

### Are awesome-llm-security and fiddler-auditor open source?

Yes - both are open-source projects on GitHub.

### Where can I find alternatives to awesome-llm-security or fiddler-auditor?

GraphCanon lists graph-backed alternatives at [awesome-llm-security alternatives](/tools/corca-ai-awesome-llm-security/alternatives) and [fiddler-auditor alternatives](/tools/fiddler-labs-fiddler-auditor/alternatives) ([awesome-llm-security markdown twin](/tools/corca-ai-awesome-llm-security/alternatives.md), [fiddler-auditor markdown twin](/tools/fiddler-labs-fiddler-auditor/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/corca-ai-awesome-llm-security-vs-fiddler-labs-fiddler-auditor.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.

### Which is better maintained, awesome-llm-security or fiddler-auditor?

awesome-llm-security: Slowing. fiddler-auditor: 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 awesome-llm-security and fiddler-auditor?

GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [awesome-llm-security trust report](/tools/corca-ai-awesome-llm-security/trust); [fiddler-auditor trust report](/tools/fiddler-labs-fiddler-auditor/trust).

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/graph?tool=corca-ai-awesome-llm-security`](/api/graphcanon/graph?tool=corca-ai-awesome-llm-security)
- 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/_