# Best Cyber Risk Quantification (CRQ) Tools

## How Many Cyber Risk Quantification (CRQ) Tools Products Does G2 Track?

**Total Products under this Category:** 12

### Category Stats (Aug 2026)

_Last updated: August 26, 2026_

## How Does G2 Rank Cyber Risk Quantification (CRQ) Tools Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 0+ Authentic Reviews
- 12+ Products
- Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

### [Axio 360 Platform](https://www.g2.com/products/axio-360-platform/reviews)

#### Who Is the Company Behind Axio 360 Platform?

- **Seller:** [Axio](https://www.g2.com/sellers/axio)
- **Year Founded:** 2016
- **HQ Location:** New York, New York, United States
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5adabc43bbd21391f4f5d2a91351d2d4dd4395c1c3e44e83c99f0541d781ab4f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Faxio%2F&secure%5Burl_type%5D=linkedin_company_website)  
93 employees on LinkedIn®

### [CyberCube](https://www.g2.com/products/cybercube/reviews)

#### Who Is the Company Behind CyberCube?

- **Seller:** [CyberCube](https://www.g2.com/sellers/cybercube)
- **Year Founded:** 2015
- **HQ Location:** San Francisco, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=86bfcd86ef06fd17f35e1a7d7e31530c29720ca6acf89f5646db205db98bde5e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcybercube-analytics&secure%5Burl_type%5D=linkedin_company_website)  
132 employees on LinkedIn®

### [CyberStrong Compliance Hub](https://www.g2.com/products/cyberstrong-compliance-hub/reviews)

Powered by patented AI and actuarial data, CyberSaint's CyberStrong platform enables enterprises to master their cyber risk posture and drive executive alignment by automating compliance and translating cyber risk into financial terms. Fortune 50 titans, MSPs, and high-growth startups alike trade manual compliance assessments for automation, replace black-box scoring with transparent and credible cyber risk quantification, and consolidate point solutions into a single, intuitive platform that delivers on many use cases across cyber risk management.

**Average Rating:** 4.0/5.0

**Total Reviews:** 2

#### Who Is the Company Behind CyberStrong Compliance Hub?

- **Seller:** [CyberSaint Security](https://www.g2.com/sellers/cybersaint-security)
- **Year Founded:** 2016
- **HQ Location:** Boston, US
- **Twitter:** @cybersainthq  
612 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=99ead1a839f956cf808aea5159b90601c06f0947e4910e958e3cf29ffe8ffa65&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcybersaint&secure%5Burl_type%5D=linkedin_company_website)  
32 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Large, 50% Medium

#### What Are Recent G2 Reviews of CyberStrong Compliance Hub?

**["Helps remove some of the chaos from compliance "](https://www.g2.com/survey_responses/cyberstrong-compliance-hub-review-2752282)**

**Rating:** 5.0/5.0 stars

_— Michael C._

[Read full review](https://www.g2.com/survey_responses/cyberstrong-compliance-hub-review-2752282)

### [Cyberwrite Cyber Risk Quantification](https://www.g2.com/products/cyberwrite-cyber-risk-quantification/reviews)

#### Who Is the Company Behind Cyberwrite Cyber Risk Quantification?

- **Seller:** [Cyberwrite](https://www.g2.com/sellers/cyberwrite)
- **Year Founded:** 2017
- **HQ Location:** New York, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1fb63f1ee1ebb68654ef4e506888e7c9929aeb4eebf203f4f99c55f113dfc31e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcyberwrite&secure%5Burl_type%5D=linkedin_company_website)  
11 employees on LinkedIn®

### [DeRisk CRQ](https://www.g2.com/products/derisk-crq/reviews)

#### Who Is the Company Behind DeRisk CRQ?

- **Seller:** [DeNexus](https://www.g2.com/sellers/denexus)
- **Year Founded:** 2019
- **HQ Location:** Boston, Massachusetts, United States
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=118f9431a5ca04f8fb35ed516779e22188ce940f81dc6c2effa94924354d2f20&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdenexus-inc&secure%5Burl_type%5D=linkedin_company_website)  
33 employees on LinkedIn®

### [Kovrr's Cyber Risk Quantification Platform](https://www.g2.com/products/kovrr-s-cyber-risk-quantification-platform/reviews)

Kovrr's CRQ platform translates complex cybersecurity data into financial and operational exposure figures that CISOs, CROs, boards, investors, and insurers can act on. Over 100 data sources feed millions of data points daily into insurance-grade loss models. Proprietary claims data from carrier partnerships dating back to 2017 gives Kovrr modeling depth that public breach data and self-reported inputs cannot match. Models are continuously updated, and the event catalog spans hundreds of thousands of scenarios informed by real-world incidents and adjusted for today's threat landscape.

#### Who Is the Company Behind Kovrr's Cyber Risk Quantification Platform?

- **Seller:** [Kovrr](https://www.g2.com/sellers/kovrr)
- **Year Founded:** 2017
- **HQ Location:** Tel Aviv, IL
- **Twitter:** @kovrrIns  
440 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a84b14473f0f870fbd19301b3c9850197ddc8393e9e00c696a792937045bb7f2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fkovrr%2F&secure%5Burl_type%5D=linkedin_company_website)  
35 employees on LinkedIn®

### [Resilience](https://www.g2.com/products/resilience/reviews)

Resilience is a cyber risk management platform that helps organizations identify vulnerabilities across their applications, networks, and cloud services, quantify the financial impact of those vulnerabilities, and prioritize remediation based on expected dollar loss. The platform integrates real-time threat intelligence, security posture data, and insurance claims data to produce risk models that use machine learning to rank vulnerabilities by their likelihood of causing financial harm. The platform is built on the Threatonomics Risk Graph, a proprietary AI-powered engine that ingests security control data from an organization's existing tools (EDR, SIEM, vulnerability scanners, cloud security), enriches it with live threat intelligence and aggregated loss data from Resilience's insurance portfolio, and outputs financially quantified risk assessments. These assessments express cyber risk in dollar terms rather than abstract severity scores. Resilience is available in two packages: Resilience Edge is designed for individual enterprises. It includes continuous security posture assessment, a financially prioritized Cyber Action Plan with projected ROI for each remediation, breach and attack simulation powered by AttackIQ, vendor risk reports, and board-ready reporting with peer benchmarks. The Risk Operations Center provides ongoing monitoring of threat activity, delivering expert-validated alerts on industry-specific threats, active ransomware campaigns, and vulnerabilities under active exploitation. Resilience Arc is designed for multi-entity organizations such as holding companies, private equity portfolios, and multinationals. It includes everything in Edge plus automated risk assessments across every subsidiary and business unit, a portfolio-level dashboard that stack-ranks entities by financial risk exposure, and centralized monitoring across all entities from a single interface. Resilience also provides integrated cyber insurance, connecting risk quantification directly to coverage decisions. The platform's risk models are trained and continuously validated against actual insurance claims outcomes from Resilience's underwriting portfolio, creating a feedback loop between security controls and real-world loss data. Primary users include CISOs and security leaders (for vulnerability prioritization and security investment planning), CFOs and boards (for financial visibility into cyber exposure), and risk managers (for balancing security investment against insurance coverage). The platform serves mid-market and enterprise organizations across manufacturing, financial services, healthcare, technology, construction, energy, transportation, and the public sector. Resilience serves 800+ enterprise clients, including more than 10% of US-based companies with revenue over $1 billion. The platform is recognized in Gartner's Hype Cycle for Cyber Risk Management. The company is headquartered in San Francisco and backed by over $200M in venture funding.

**Average Rating:** 4.5/5.0

**Total Reviews:** 1

#### Who Is the Company Behind Resilience?

- **Seller:** [Resilience](https://www.g2.com/sellers/resilience)
- **Year Founded:** 2016
- **HQ Location:** San Francisco, California, United States
- **Twitter:** @ResilienceSays  
352 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f4ce950f2172293788283c016247c1fa326d8279636274a060cbfc472b945578&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fresilience-cyber%2F&secure%5Burl_type%5D=linkedin_company_website)  
223 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Large

#### What Do G2 Reviewers Say About Resilience?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **automation** features of Resilience, simplifying cyber risk management and insurance integration.
- Users value the **integration of cyber risk insurance and management** in Resilience, enhancing overall usability and efficiency.
- Users value the **integration of cyber risk insurance and risk management** in Resilience, enhancing their experience and convenience.

##### Cons

- Users often face **complex setup** issues with Resilience, making the initial integration challenging and frustrating.
- Users often face **integration issues** and a complex initial setup that detracts from the overall experience.
- Users often face **integration challenges and complex initial setup** , leading to frustration during the onboarding process.

#### What Are Recent G2 Reviews of Resilience?

**["Resilience - The name itself says all"](https://www.g2.com/survey_responses/resilience-review-10366099)**

**Rating:** 4.5/5.0 stars

_— Siddharth Ranjan S._

[Read full review](https://www.g2.com/survey_responses/resilience-review-10366099)

### [RiskLens by Security Exceptions](https://www.g2.com/products/risklens-by-security-exceptions/reviews)

In today's complex digital landscape, managing security risks and exceptions across multiple systems has become increasingly challenging. That's where our Security Risk and Exception Manager comes in. Main Functions: - Centralize security assessments and streamline workflows - Identify and mitigate security process gaps across your systems - Track and manage unauthorized system usage - Monitor and control sensitive data access - Manage process exceptions and implementation deviations - Standardize security protocols across your organization - Gain visibility into high-risk systems and processes - Improve organization-wide security communication By leveraging Security Risk and Exception Manager, you're not just protecting your data – you're fostering a culture of continued security awareness and proactive security management. Embrace the power of Security Risk and Exception Manager with confidence, knowing that your digital assets are fortified against evolving threats.

#### Who Is the Company Behind RiskLens by Security Exceptions?

- **Seller:** [Security Risk and Exception Manager](https://www.g2.com/sellers/security-risk-and-exception-manager)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®
- **Ownership:** FileSig Pte Ltd

### [Safe Security](https://www.g2.com/products/safe-security/reviews)

Safe Security builds a cyber risk quantification and management platform to secure, continuously monitor, and proactively respond to cyber threats, allowing businesses to mitigate cyber risks through a prioritized set of actionable insights.

#### Who Is the Company Behind Safe Security?

- **Seller:** [Safe Security](https://www.g2.com/sellers/safe-security)
- **Year Founded:** 2012
- **HQ Location:** Palo Alto, US
- **Twitter:** @safecrq  
3,248 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e8030ec0a0fbe49ebd50f7bbf676485b37881efb34d296757d55a1e5b2eafa5c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsafesecurity-inc%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,258 employees on LinkedIn®

### [Squalify-Cyber Risk Quantification](https://www.g2.com/products/squalify-cyber-risk-quantification/reviews)

The solution leverages best-in-case cyber insurance data and expertise, translating cyber risk into a business case with realistic financial risk metrics, thus allowing companies to validate IT security budgets, and strategically prioritize investment based on risk reduction effects.

#### Who Is the Company Behind Squalify-Cyber Risk Quantification?

- **Seller:** [Squalify](https://www.g2.com/sellers/squalify)
- **Year Founded:** 2021
- **HQ Location:** 81671 München, DE
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d922998bfb344c3cd92fe51dab9e197057321cef7c00955fa13a63d4ba06b5cd&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fciq-cyber-risk-quantification%2F&secure%5Burl_type%5D=linkedin_company_website)  
27 employees on LinkedIn®

### [ThreatConnect Risk Quantifier](https://www.g2.com/products/threatconnect-risk-quantifier/reviews)

Risk Quantifier (RQ) translates cyber risk into clear financial terms, allowing security leaders to prioritize defenses and communicate impact in the language of business. By mapping MITRE ATT&CK techniques and vulnerabilities to financial loss scenarios, RQ enables cost-justified security decisions. Together with TI Ops and Polarity, RQ ensures that operational efforts align to risk-based priorities — bridging the gap between threat activity and executive decision-making.

**Average Rating:** 4.6/5.0

**Total Reviews:** 5

#### Who Is the Company Behind ThreatConnect Risk Quantifier?

- **Seller:** [ThreatConnect](https://www.g2.com/sellers/threatconnect)
- **Year Founded:** 2011
- **HQ Location:** Arlington, US
- **Twitter:** @ThreatConnect  
14,141 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8086090f9bdbe77f176438cab829a7875214150c3da0b49dff81a588d79afae3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fthreatconnect-inc%2Fabout%2F&secure%5Burl_type%5D=linkedin_company_website)  
87 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 60% Medium, 40% Large

#### What Do G2 Reviewers Say About ThreatConnect Risk Quantifier?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend the **excellent customer service** provided with ThreatConnect Risk Quantifier, enhancing their overall user experience.
- Users value the **ease of use** of ThreatConnect Risk Quantifier, simplifying risk assessment and mitigation processes effectively.
- Users value the **easy integrations** of ThreatConnect Risk Quantifier, enhancing risk insights and mitigation strategies effortlessly.
- Users value the **user-friendly platform** of ThreatConnect Risk Quantifier, appreciating its exceptional performance and support.

#### What Are Recent G2 Reviews of ThreatConnect Risk Quantifier?

**["Strategic cyber risk assessment platform"](https://www.g2.com/survey_responses/threatconnect-risk-quantifier-review-11359457)**

**Rating:** 5.0/5.0 stars

_— Brennan B._

[Read full review](https://www.g2.com/survey_responses/threatconnect-risk-quantifier-review-11359457)

**["Turns Risk Into Clear Financial Insights for Better Decisions"](https://www.g2.com/survey_responses/threatconnect-risk-quantifier-review-12910645)**

**Rating:** 4.0/5.0 stars

_— Vipul J._

[Read full review](https://www.g2.com/survey_responses/threatconnect-risk-quantifier-review-12910645)

### [X-Analytics](https://www.g2.com/products/x-analytics/reviews)

X-Analytics is the cyber risk decision-intelligence platform that transforms cyber and AI risk into clear risk reducing insights. We measure exposure, reveal what matters most, and show the financial value of every risk management decision — giving leaders the clarity and confidence to act. Trusted by more than 1,000 organizations worldwide, X-Analytics helps teams prioritize high-impact risk reducing actions, optimize investments, and communicate cyber risk in simple, defensible business terms. Designed for corporate directors, CEOs, CFOs, CIOs, CISOs, and risk teams, X-Analytics provides a unified, financially grounded approach to cyber risk management that aligns cybersecurity with the business and drives smarter, faster decision-making.

**Average Rating:** 5.0/5.0

**Total Reviews:** 6

#### Who Is the Company Behind X-Analytics?

- **Seller:** [X-Analytics](https://www.g2.com/sellers/x-analytics)
- **Year Founded:** 2013
- **HQ Location:** Las Vegas, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ea4985669f7fc2fb957afa6d032942556378efc7a612d6dffae1f5f5f4327d67&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fx-analytics%2F&secure%5Burl_type%5D=linkedin_company_website)  
17 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 83% Medium, 17% Large

#### What Are Recent G2 Reviews of X-Analytics?

**["Powerful Cyber Risk Quantification with AI Potential"](https://www.g2.com/survey_responses/x-analytics-review-12782153)**

**Rating:** 5.0/5.0 stars

_— Hingsen S._

[Read full review](https://www.g2.com/survey_responses/x-analytics-review-12782153)

**["Data-Driven ROI Insights for Smarter Security Investments"](https://www.g2.com/survey_responses/x-analytics-review-12946137)**

**Rating:** 5.0/5.0 stars

_— Evelin M._

[Read full review](https://www.g2.com/survey_responses/x-analytics-review-12946137)

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 ![Brandon Summers-Miller](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Brandon Summers-Miller")
BS

Researched and written by [Brandon Summers-Miller](https://research.g2.com/insights/author/brandon-summers-miller)

Updated August 26, 2026

Cyber risk quantification (CRQ) tools enable InfoSec, risk, and finance leaders to translate cyber exposure into financial terms, converting technical vulnerabilities and threat data into dollar-denominated risk metrics that inform security investment, insurance, and board-level decisions.

CRQ tools build upon [risk-based vulnerability management](https://www.g2.com/categories/risk-based-vulnerability-management) and [GRC platforms](https://www.g2.com/categories/grc-platforms), the two disciplines it draws underlying data from, but differs in its output. Risk-based vulnerability management prioritizes issues using risk factors and threat intelligence, and GRC platforms track risk registers, controls, and compliance status. However, neither produces a financial estimate on its own. Rather than a severity ranking, a static heat map, or a compliance status, CRQ platforms apply actuarial and probabilistic modeling to produce a defensible dollar figure for a given risk, giving executives outside the security team a common language to prioritize spend and communicate exposure.

To qualify for inclusion in the Cyber Risk Quantification (CRQ) category, a product must:

- Convert cyber exposure into a dollar-denominated metric, such as value at risk, annualized loss expectancy, or expected financial impact, rather than a qualitative score
- Use a defined quantitative method, such as FAIR, Monte Carlo simulation, loss frequency times magnitude, etc., rather than a static rubric or checklist
- Incorporate external loss, breach, or actuarial data, such as industry loss databases, threat intelligence, or insurance claims history, to calibrate its model against real-world events instead of relying on internal assumptions alone
- Model specific risk scenarios, such as breach, ransomware, or third-party and OT incidents, and rank mitigation or investment options by ROI or risk reduction rather than by severity alone
- Package its output for a non-technical audience, such as a CFO, board, or underwriter, in business language, distinct from a technical vulnerability dashboard

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