# Lema: 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/lema

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Third-party risk management](https://www.gane.ai/index/it/security/third-party-risk-management/index.md) | 0% | 77 | 0% | 1 |

## 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 | 1 | 0 | 1 |
| 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 Lema, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- blog.riskrecon.com: 1
- complyjet.com: 1
- ganintegrity.com: 1
- lema.ai: 1 (its own site)
- vcso.ai: 1

### Pages cited

- https://blog.riskrecon.com/why-most-third-party-risk-tools-miss-critical-issues-and-what-to-do-about-it: 1
- https://complyjet.com/blog/best-vendor-risk-management-software: 1
- https://ganintegrity.com/resources/blog/9-red-flags-when-evaluating-compliance-software-vendors: 1
- https://lema.ai/learning-center/17-best-grc-software-solutions-by-category: 1
- https://vcso.ai/learn/best-third-party-risk-management-software-2026: 1

## What it publishes

Every page lema.ai exposes, read 2026-09-29: 61 addresses. By kind, pages and the last 90 days:

- blog: 14 pages, 0 in the last 90 days, latest undated
- case study: 3 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 3 pages, 0 in the last 90 days, latest undated
- comparison: 3 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 2 pages, 0 in the last 90 days, latest undated

## 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.