# Bitsight: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 57 judge labels across 8 categories by 14 of 14 models. Page: https://www.gane.ai/index/it/vendors/bitsight

## 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) | 2% | 10 | 31% | 35 |
| [Attack surface management](https://www.gane.ai/index/it/security/attack-surface-management/index.md) | 0% | 104 | 38% | 13 |
| [Threat intelligence platforms](https://www.gane.ai/index/it/security/threat-intelligence-platforms/index.md) | 0% | 32 | 0% | 3 |
| [Digital risk protection](https://www.gane.ai/index/it/security/digital-risk-protection/index.md) | 0% | 120 | 100% | 2 |
| [Breach and attack simulation](https://www.gane.ai/index/it/security/breach-and-attack-simulation/index.md) | 0% | 34 | 0% | 1 |
| [Managed detection and response](https://www.gane.ai/index/it/security/managed-detection-and-response/index.md) | 0% | 46 | 0% | 1 |
| [SaaS management platforms](https://www.gane.ai/index/it/operations/saas-management-platforms/index.md) | 0% | 43 | 0% | 1 |
| [SaaS security posture management](https://www.gane.ai/index/it/security/saas-security-posture-management/index.md) | 0% | 51 | 0% | 1 |

## What the models said for it

- "Bitsight and UpGuard are the top choices due to their scalability, strong security ratings" (Mistral Small, TPRM)
- "Combine tools if needed (e.g., a core TPRM platform with specialized cyber ratings like Bitsight or SecurityScorecard)" (Grok 4.20, TPRM)
- "Choose SecurityScorecard or Bitsight for broad external cyber-risk screening and executive-friendly ratings." (Perplexity Sonar, TPRM)
- "If your primary threat is Cyber/IT Security: Choose BitSight, SecurityScorecard, or UpGuard" (Gemini 3.5 Flash, TPRM)

## And against it

- "BitSight / SecurityScorecard – Enterprise-grade, but minimum spends typically start around $20k–$30k/year." (DeepSeek V4 Flash, TPRM)
- "Avoid relying solely on security ratings platforms (like Bitsight, SecurityScorecard, UpGuard) for TPRM" (Mistral Small, TPRM)
- "BitSight draws some of the most frequent and vocal criticism in the cybersecurity community." (DeepSeek V4 Flash, DRP)
- "avoid enterprise-heavy platforms like ProcessUnity, OneTrust, or BitSight" (MiniMax M2.5, TPRM)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 1 | 0 | 3 |
| GPT-5.4 mini | 0 | 2 | 2 | 1 | 5 |
| Gemini 3.5 Flash | 0 | 1 | 1 | 1 | 3 |
| Perplexity Sonar | 0 | 2 | 0 | 3 | 5 |
| Grok 4.20 | 0 | 2 | 5 | 2 | 9 |
| Mistral Small | 1 | 0 | 1 | 1 | 3 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 5 | 7 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 3 | 4 | 2 | 9 |
| Kimi K2 | 0 | 1 | 1 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 2 | 0 | 2 |
| MiniMax M2.5 | 0 | 1 | 1 | 2 | 4 |
| GPT-6 Luna | 0 | 1 | 0 | 1 | 2 |
| Muse Glimmer 30B | 0 | 0 | 2 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Bitsight, from 160 of the 179 answers that named it (only the models that return a source list).

### Domains cited

- upguard.com: 70
- bitsight.com: 55 (its own site)
- g2.com: 46
- gartner.com: 43
- riskledger.com: 43
- thenextweb.com: 27
- securityboulevard.com: 26
- riskxchange.co: 25
- mitratech.com: 24
- gane.ai/index: 23

### Pages cited

- https://thenextweb.com/news/best-third-party-risk-management-software-2026: 27
- https://riskledger.com/resources/best-third-party-risk-management-software: 25
- https://riskxchange.co/best-third-party-risk-management-software: 22
- https://complyjet.com/blog/best-vendor-risk-management-software: 21
- https://gartner.com/reviews/market/third-party-risk-management-technology-solutions: 20
- https://mitratech.com/resource-hub/blog/best-tprm-software-solutions: 17
- https://riskledger.com/resources/third-party-risk-management-software: 17
- https://upguard.com/blog/attack-surface-management-vendors-compared: 17

## In its own words

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

- Positioning: Cyber risk solutions that scale with your business (https://www.bitsight.com/pricing-packaging)
- For: organizations (https://www.bitsight.com/pricing-packaging)
- Price stated: Bitsight offers flexible pricing based on the solutions, capabilities, and level of support your organization needs. (https://www.bitsight.com/pricing-packaging)
- Free plan or trial: Free Cyber Risk Report (https://www.bitsight.com/pricing-packaging)
- Certifications: SOC 2 Type II, EU-US DPF, Swiss-US DPF, UK Extension to EU-US DPF, APEC CBPR, APEC PRP, CSA STAR, CCPA
- Hosting: United States, US data centers
- Customers named: AVEVA, Axis Max Life Insurance, BearingPoint, Cabela’s, Centre for Cybersecurity Belgium, Cornerstone Building Brands, Coventry Building Society, DATAMARK

## What it publishes

Every page bitsight.com exposes, read 2026-09-29: 22832 addresses. By kind, pages and the last 90 days:

- blog: 1444 pages, 11 in the last 90 days, latest 2026-09-28
- case study: 33 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 5 pages, 0 in the last 90 days, latest 2014-12-10
- conference or event: 28 pages, 0 in the last 90 days, latest 2017-06-23
- report or ebook: 169 pages, 0 in the last 90 days, latest undated
- comparison: 33 pages, 0 in the last 90 days, latest 2026-01-02
- template or tool: 9 pages, 0 in the last 90 days, latest 2025-03-18
- glossary or explainer: 185 pages, 1 in the last 90 days, latest 2026-07-08
- podcast or video: 1 pages, 0 in the last 90 days, latest undated
- news or press: 448 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-28 blog: Critical vulnerability alert cve 2026 88771 cve 2026 88772 citrix netscaler flaws under exploitation https://www.bitsight.com/blog/critical-vulnerability-alert-cve-2026-88771-cve-2026-88772-citrix-netscaler-flaws-under-exploitation
- Recent: 2026-09-22 blog: Identity risk 5 emerging identity access pathways https://www.bitsight.com/blog/identity-risk-5-emerging-identity-access-pathways
- Recent: 2026-09-17 blog: Ai vulnerability exploitation attack paths https://www.bitsight.com/blog/ai-vulnerability-exploitation-attack-paths
- Recent: 2026-09-17 blog: Critical vulnerability alert cve 2026 76460 cisco ise authentication bypass https://www.bitsight.com/blog/critical-vulnerability-alert-cve-2026-76460-cisco-ise-authentication-bypass
- Recent: 2026-09-16 blog: How bitsight uses ai to accelerate product fingerprinting https://www.bitsight.com/blog/how-bitsight-uses-ai-to-accelerate-product-fingerprinting
- Recent: 2026-09-11 blog: 7 Cybersecurity Frameworks https://www.bitsight.com/blog/top-cybersecurity-frameworks-to-reduce-cyber-risk

## 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.