# Panorays alternatives: what AI models name instead, October 2026

IT AI Recommendation Index, October 2026 Edition. 221 of the 252 answers in the 1 category where Panorays holds a standing named it neither first nor as an alternative; these are the first choices those answers made. Page: https://it-ai-index.com/vendors/panorays/alternatives/

## Named instead, most often (every category and segment added)

- UpGuard: 56
- Vanta: 25
- ProcessUnity: 15
- OneTrust Third-Party Risk Management: 11
- Bitsight: 10
- Prevalent: 7

## Third-party risk management

**Small business**: 77 of 84 answers did not name Panorays.

- UpGuard: first choice in 33 of those 77
- Vanta: first choice in 23 of those 77
- SecurityScorecard: first choice in 3 of those 77
- Secureframe: first choice in 2 of those 77
- Bitsight: first choice in 1 of those 77
- Bold Matrix: first choice in 1 of those 77
- ComplyJet: first choice in 1 of those 77
- Convercent: first choice in 1 of those 77

**Mid-market**: 65 of 84 answers did not name Panorays (Panorays is #5 of 15 at 2%).

- UpGuard: first choice in 16 of those 65
- Prevalent: first choice in 3 of those 65
- ProcessUnity: first choice in 3 of those 65
- LT-VRM: first choice in 2 of those 65
- Vanta: first choice in 2 of those 65
- Bitsight: first choice in 1 of those 65
- ComplyJet: first choice in 1 of those 65
- CyberGRX: first choice in 1 of those 65

**Enterprise**: 79 of 84 answers did not name Panorays (Panorays is #13 of 14 at 0%).

- ProcessUnity: first choice in 12 of those 79
- OneTrust Third-Party Risk Management: first choice in 11 of those 79
- Bitsight: first choice in 8 of those 79
- UpGuard: first choice in 7 of those 79
- Prevalent: first choice in 4 of those 79
- SecurityScorecard: first choice in 3 of those 79
- ServiceNow Third-Party Risk Management: first choice in 3 of those 79
- Aravo: first choice in 2 of those 79

Published under CC BY 4.0. The output is the models' output; nothing here is a recommendation by the index.