# Malbek CLM: 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/gtm/vendors/malbek-clm

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Contract lifecycle management and e-signature](https://www.gane.ai/index/gtm/revops/contract-lifecycle-management-and-e-signature/index.md) | 0% | 31 | 0% | 2 |

## What the models said for it

- "For legal teams: Ironclad, Malbek." (GLM 4.7 FlashX, CLM)

## 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 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| 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 Malbek CLM, from 4 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- softwarereviews.com: 4
- ciopages.com: 3
- financesonline.com: 3
- forrester.com: 3
- cobblestonesoftware.com: 2
- docusign.com: 2
- forms.workday.com: 2
- g2.com: 2
- ironcladapp.com: 2
- ivalua.com: 2

### Pages cited

- https://softwarereviews.com/awards/data-quadrant-awards-2024-contract-lifecycle-management: 4
- https://ciopages.com/buyer-guides/contract-lifecycle-management: 3
- https://forrester.com/report/the-contract-lifecycle-management-platforms-landscape-q3-2024/RES181426: 3
- https://cobblestonesoftware.com/hubfs/Hackett%202024%20Report/The%20Hackett%20Group%20CLM%20Digital%20World%20Class%20Matrix%20-%20Licensed%20by%20CobbleStone.pdf: 2
- https://docusign.com/en-ca/products/clm: 2
- https://docusign.com/en-sg/blog/capabilities/contract-lifecycle-management: 2
- https://financesonline.com/c/contract-lifecycle-management-software/enterprise: 2
- https://forms.workday.com/en-ca/reports/clm-gartner-magic-quadrant-2024/form.html: 2

## Record

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