# Kovrr: how AI models rank it, October 2026

IT AI Recommendation Index, October 2026 Edition. Named in 31 judge labels across 2 categories by 12 of 14 models. Page: https://it-ai-index.com/vendors/kovrr/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Cyber risk quantification | 12% | 2 | 13% | 30 |
| AI security platforms | 0% | 168 | 0% | 1 |

## What the models said for it

- "Kovrr: Offers flexible pricing tailored to the organization's needs, transparent cost structure, and customizable packages for SMBs and large enterprises." (Llama 4 Maverick, Cyber risk quant)
- "Kovrr is the market leader... Actuarial-grade modeling that requires very little manual data entry." (Gemini 3.5 Flash, Cyber risk quant)
- "Mid-market accessible CRQ | CyberSaint, Kovrr, Cyrisma | Budget-conscious; fast time-to-value" (Kimi K2, Cyber risk quant)
- "I'd recommend Kovrr as a strong CRQ (Cyber Risk Quantification) platform." (Grok 4.1 Fast, Cyber risk quant)

## And against it

- "standard enterprise Cyber Risk Quantification (CRQ) tools (such as Kovrr, Safe Security, and Axio) are generally out of reach" (Gemini 3.5 Flash, Cyber risk quant)
- "without the enterprise pricing and dedicated FAIR analyst overhead you see with RiskLens/Safe Security, Kovrr, etc." (Muse Glimmer 30B, Cyber risk quant)
- "limited GRC integration and typically better suited for larger organizations or brokers" (Kimi K2, Cyber risk quant)
- "Newer entrant in enterprise CRQ; less integration depth than Safe Security" (Muse Glimmer 30B, Cyber risk quant)

## In its own words

What Kovrr's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: AI Security and Governance Platform for the Agentic Era (https://kovrr.com/)
- For: security, risk, and compliance teams (https://kovrr.com/)
- Price stated: Contact Kovrr's team today to learn more about our flexible pricing options (https://www.kovrr.com/pricing-crq)
- Free plan or trial: Yes. If you navigate back to the Kovrr homepage and click 'See Us in Action,' you'll be taken to the Kovrr demonstration platform. (https://www.kovrr.com/pricing-crq)
- Customers named: GG Group, Abercrombie & Fitch, Bystronic, Moodle

## What it publishes

Every page kovrr.com exposes, read 2026-10-05: 717 addresses. By kind, pages and the last 90 days:

- blog: 404 pages, 83 in the last 90 days, latest 2026-10-05
- case study: 12 pages, 3 in the last 90 days, latest 2026-08-03
- webinar or virtual event: 4 pages, 3 in the last 90 days, latest 2026-09-02
- conference or event: 3 pages, 2 in the last 90 days, latest 2026-08-03
- report or ebook: 29 pages, 0 in the last 90 days, latest undated
- comparison: 5 pages, 4 in the last 90 days, latest 2026-08-11
- glossary or explainer: 165 pages, 4 in the last 90 days, latest 2026-08-04
- podcast or video: 18 pages, 0 in the last 90 days, latest undated
- Recent: 2026-10-05 blog: When the adversary is running the ai agents https://www.kovrr.com/blog-post/when-the-adversary-is-running-the-ai-agents
- Recent: 2026-10-04 blog: Assembling quantified cyber risk metrics into a report that lands https://www.kovrr.com/blog-post/assembling-quantified-cyber-risk-metrics-into-a-report-that-lands
- Recent: 2026-10-04 blog: When two cyber risk models disagree on the same company https://www.kovrr.com/blog-post/when-two-cyber-risk-models-disagree-on-the-same-company
- Recent: 2026-10-04 blog: The ai agent that was never registered anywhere https://www.kovrr.com/blog-post/the-ai-agent-that-was-never-registered-anywhere
- Recent: 2026-10-04 blog: The ai incident reporting duty nobody can date https://www.kovrr.com/blog-post/the-ai-incident-reporting-duty-nobody-can-date
- Recent: 2026-10-03 blog: Cyber loss in rail and signalling https://www.kovrr.com/blog-post/cyber-loss-in-rail-and-signalling

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, October 2026 Edition, it-ai-index.com.