# Obfuscator-LLVM: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/obfuscator-llvm

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Application shielding](https://www.gane.ai/index/it/developer/application-shielding/index.md) | 0% | 36 | 0% | 2 |

## What the models said for it

- "Tools like Obfuscator-LLVM (for C++/iOS) or Allatori (community edition) for Java/Android. These are free but less "set-it-and-forget-it"" (Grok 4.20, App shielding)
- "Best Free iOS / C++ Obfuscator: Obfuscator-LLVM (OLLVM)" (Gemini 3.5 Flash, App shielding)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Obfuscator-LLVM, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- geeksframework.com: 2
- appfinderx.com: 1
- bugsmirror.com: 1
- diimeai.com: 1
- g2.com: 1
- gartner.com: 1
- github.com: 1
- luciq.ai: 1
- nerdisa.com: 1
- quixxi.com: 1

### Pages cited

- https://geeksframework.com/software/application-shielding-software: 2
- https://appfinderx.com/it-and-cybersecurity-software: 1
- https://bugsmirror.com/blog/security-blogs/best-rasp-tools-for-mobile-apps-how-to-choose-in-2026-6fdx1GC5dRhaBCYQOG0Z: 1
- https://diimeai.com/cost-effective-mobile-rasp-solutions.html: 1
- https://g2.com/categories/application-shielding/small-business: 1
- https://g2.com/discussions/which-application-shielding-vendors-avoid-vendor-lock-in-and-keep-pricing-transparent-as-your-app-scales-to-a-larger-user-base: 1
- https://gartner.com/reviews/market/in-app-protection: 1
- https://github.com/topics/app-shielding: 1

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.