# Malbek: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 9 judge labels across 1 category by 6 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/malbek

## 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) | 2% | 12 | 0% | 9 |

## What the models said for it

- "Shortlist Ironclad, DocuSign CLM, Malbek, and one more based on your stack." (Grok 4.20, CLM)
- "Highlighted as an innovator, Malbek offers a cutting-edge CLM solution with a proprietary AI core" (Mistral Small, CLM)
- "Modern, no-code CLMs | Ironclad, LinkSquares, Malbek, SpotDraft, Evisort" (Gemini 3.5 Flash, CLM)
- "Malbek — Best for Combined Buy-Side (Procurement) & Sell-Side (Sales)" (Gemini 3.5 Flash, 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 | 2 | 1 | 0 | 3 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 1 | 0 | 0 | 0 | 1 |
| Mistral Small | 0 | 1 | 1 | 0 | 2 |
| 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 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Malbek, from 14 of the 16 answers that named it (only the models that return a source list).

### Domains cited

- ciopages.com: 9
- g2.com: 6
- spotdraft.com: 6
- contracko.com: 5
- docusign.com: 5
- forrester.com: 5
- research.isg-one.com: 5
- bindlegal.com: 4
- cio.economictimes.indiatimes.com: 4
- ironcladapp.com: 4

### Pages cited

- https://ciopages.com/buyer-guides/contract-lifecycle-management: 9
- https://cio.economictimes.indiatimes.com/amp/tools/10-best-contract-lifecycle-management-software-for-enterprises/133403067: 4
- https://research.isg-one.com/market-perspectives/isg-buyers-guide-for-contract-lifecycle-management-in-2025-classifies-and-rates-software-providers: 4
- https://bindlegal.com/resources/guides/clm-market-report-gartner-forrester: 3
- https://cobblestonesoftware.com/hubfs/Hackett%202024%20Report/The%20Hackett%20Group%20CLM%20Digital%20World%20Class%20Matrix%20-%20Licensed%20by%20CobbleStone.pdf: 3
- https://contracko.com/clm-comparisons: 3
- https://forrester.com/report/the-contract-lifecycle-management-platforms-landscape-q3-2024/RES181426: 3
- https://icertis.com/learn/what-is-contract-lifecycle-management: 3

## The company

Malbek; http://malbek.io/; United States. From Wikidata, fetched 2026-09-14.

## In its own words

What Malbek's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Improve contract management and document automation with Malbek's CLM software, equipped with AI-powered contract intelligence, automation, and compliance controls. (https://malbek.io/)
- For: legal, procurement, finance and sales (https://malbek.io/)
- Price stated: Pricing (https://malbek.io/)
- Integrations claimed: 50 (https://malbek.io/)
- Certifications: GDPR, CCPA

## What it publishes

Every page malbek.io exposes, read 2026-09-29: 667 addresses. By kind, pages and the last 90 days:

- blog: 541 pages, 7 in the last 90 days, latest 2026-09-28
- case study: 9 pages, 0 in the last 90 days, latest 2024-08-16
- conference or event: 2 pages, 0 in the last 90 days, latest 2025-11-25
- report or ebook: 4 pages, 0 in the last 90 days, latest 2025-01-08
- comparison: 10 pages, 0 in the last 90 days, latest 2025-07-22
- glossary or explainer: 1 pages, 0 in the last 90 days, latest 2024-11-12
- Recent: 2026-09-28 blog: Contracts under pressure the manufacturers guide to clm https://www.malbek.io/resources/contracts-under-pressure-the-manufacturers-guide-to-clm
- Recent: 2026-09-18 blog: Contracts center of gravity buy side https://www.malbek.io/blog/contracts-center-of-gravity-buy-side
- Recent: 2026-09-03 blog: Malbek envision 2026 smash mouth https://www.malbek.io/blog/malbek-envision-2026-smash-mouth
- Recent: 2026-08-21 blog: Asc 606 revenue recognition https://www.malbek.io/blog/asc-606-revenue-recognition
- Recent: 2026-07-21 blog: Malbek envision 2026 keynotes https://www.malbek.io/blog/malbek-envision-2026-keynotes
- Recent: 2026-07-17 blog: Post quantum cryptography readiness https://www.malbek.io/blog/post-quantum-cryptography-readiness

## 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.