# Fair TPRM: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 2 categories by 3 of 14 models. Page: https://www.gane.ai/index/it/vendors/fair-tprm

## 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) | 4% | 6 | 0% | 2 |
| [Cyber risk quantification](https://www.gane.ai/index/it/security/cyber-risk-quantification/index.md) | 2% | 19 | 0% | 2 |

## What the models said for it

- "the best third-party risk management (TPRM) platform is an open-source, self-hosted option like LT-VRM or Fair TPRM" (Grok 4.20, TPRM)
- "Best Overall: FAIR TPRM (fairtprm.com) - Fully open-source, self-hosted platform" (Grok 4.20, Cyber risk quant)
- "For a company with a limited budget, I recommend starting with Fair TPRM" (GLM 4.7 FlashX, TPRM)
- "A free, self-hosted open-source platform unifying third-party risk management, GRC compliance, FAIR quantification" (DeepSeek V4 Flash, Cyber risk quant)

## 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 | 2 | 0 | 0 | 0 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| 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 | 1 | 0 | 0 | 0 | 1 |
| 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 Fair TPRM, from 6 of the 6 answers that named it (only the models that return a source list).

### Domains cited

- fairtprm.com: 6 (its own site)
- github.com: 5
- g2.com: 3
- projectmanagers.net: 3
- slashdot.org: 3
- sourceforge.net: 3
- techtarget.com: 3
- upguard.com: 3
- aws.amazon.com: 2
- corecyber.io: 2

### Pages cited

- https://fairtprm.com/: 5
- https://github.com/AwpDemon/cyber-risk-quant: 3
- https://projectmanagers.net/best-third-party-risk-management-tools-for-small-businesses-top-tprm-platforms: 3
- https://techtarget.com/news/Cyber-risk-quantification-challenges-and-tools-that-can-help/836979: 3
- https://corecyber.io/: 2
- https://cyberdb.co/what-are-the-best-platforms-for-quantifying-cyber-risk: 2
- https://fairtprm.com/trial: 2
- https://github.com/Ashish-1357/Cyber-risk-quantification-: 2

## In its own words

What Fair TPRM's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: Free, open-source third-party risk management (TPRM) and GRC compliance platform with FAIR risk quantification, continuous security monitoring, and 170+ assessment questions mapped to 9 compliance frameworks including NIST AI RMF. (https://www.fairtprm.com/)
- For: security teams of any size and budget (https://www.fairtprm.com/)
- Price stated: 100% free and open-source (https://www.fairtprm.com/)
- Starting price: 0 (https://www.fairtprm.com/)
- Free plan or trial: Free 15-day hosted demo also available (https://www.fairtprm.com/)

## What it publishes

Every page fairtprm.com exposes, read 2026-09-29: 70 addresses. By kind, pages and the last 90 days:

- blog: 53 pages, 0 in the last 90 days, latest undated
- report or ebook: 1 pages, 0 in the last 90 days, latest undated
- comparison: 1 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.