# Cetus: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/cetus

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Digital employee experience](https://www.gane.ai/index/it/operations/digital-employee-experience/index.md) | 0% | 149 | 100% | 1 |

## And against it

- "That history alone doesn't establish that it's unsafe now, but I'd scrutinize the specific contracts and be particularly careful about providing liquidity." (GPT-6 Luna, DEX)

## 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 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| 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 | 1 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Cetus, from 4 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- cetusprotocol.notion.site: 2
- developers.uniswap.org: 2
- theblock.co: 2
- arxiv.org: 1
- beosin.com: 1
- blockonomi.com: 1
- blog.dem.exchange: 1
- calibraint.com: 1
- cfc-stmoritz.com: 1
- cftc.gov: 1

### Pages cited

- https://cetusprotocol.notion.site/Cetus-Incident-Report-May-22-2025-Attack-Disclosure-1ff1dbf3ac8680d7a98de6158597d416: 2
- https://developers.uniswap.org/docs/protocols/v4/security: 2
- http://arxiv.org/pdf/2204.08664: 1
- https://beosin.com/resources/2024_Global_Web3_Security_Report,_AML_Analysis_&_Crypto_Regulatory_Landscape.pdf: 1
- https://beosin.com/resources/2024_Global_Web3_Security_Report.pdf: 1
- https://beosin.com/resources/2024_Q1_Global_Web3_Security_Report,_AML_Analysis_&_Crypto_Regulatory_Landscape(1).pdf: 1
- https://blockonomi.com/dex-statistics-2026-volume-market-share-and-perp-data: 1
- https://blog.dem.exchange/25-sep-2026-demex-exploit-post-mortem: 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.