# Enso: 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/enso

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Application security posture management](https://www.gane.ai/index/it/developer/application-security-posture-management/index.md) | 0% | 38 | 0% | 2 |

## 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 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| 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 Enso, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- csoonline.com: 3
- g2.com: 3
- gbhackers.com: 3
- checkmarx.com: 2
- store.frost.com: 2
- aikido.dev: 1
- apiiro.com: 1
- appsecsanta.com: 1
- armorcode.com: 1
- aws.amazon.com: 1

### Pages cited

- https://csoonline.com/article/4041891/aspm-buyers-guide-seven-products-to-help-secure-your-applications.html: 3
- https://g2.com/categories/application-security-posture-management-aspm/enterprise: 3
- https://gbhackers.com/best-aspm-compared: 3
- https://checkmarx.com/learn/aspm/best-aspm-tools-5-platforms-to-watch-in-2026: 2
- https://store.frost.com/application-security-posture-management-aspm-sector-global-2024-2029.html: 2
- https://aikido.dev/comparison/aspm-alternative: 1
- https://aikido.dev/comparison/orca-security-alternative: 1
- https://apiiro.com/: 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.