The Forrester Wave™: Cybersecurity Risk Ratings Platforms, Q2 2026

Cybersecurity Risk Ratings Platforms Vendor Product Comparisons 2026

Key features and pros and cons of top Cybersecurity Risk Ratings Platforms products:

Bitsight - Leaders

Pros:

Clear vision of how ratings enable risk reduction
Differentiated partner ecosystem with depth and quality of integration capabilities
Excellent ratings methodology, dispute resolution, and model governance capabilities
Deep threat intelligence and threat actor insight through Cybersixgill acquisition
Strong performance across almost every aspect of evaluation

Cons:

Somewhat undifferentiated AI features on roadmap for third-party questionnaire automations
Third-party risk management, platform collaboration, and findings and remediation workflow capabilities are solid but not outstanding
User experience needs improvement according to customer feedback
Pricing and packaging clarity could be enhanced

Panorays - Leaders

Pros:

Most ambitious roadmap and innovation-driven approach to agentic AI in evaluation
Holistically brings together ratings data, vendor discovery, and questionnaire management for actionable findings
Differentiated and clear user experience and reporting
Robust TPRM capability delivery
Platform flexibility enabling wide range of traditional and nontraditional CRR use cases

Cons:

Lags in depth and clarity of public-facing materials about ratings and data quality procedures
Steep learning curve for API documentation
Pricing, approach to partnerships, and additional services are on par but not differentiated

Black Kite - Strong Performers

Pros:

Bold roadmap outlining advanced use of AI agents and agentic AI for task and workflow execution
Excels at AI with embedded agents executing routine and complex tasks
Excellent Bridge collaboration platform with implemented cyber ratings findings workflow
Strong openness to customer feedback with rapid feature turnaround
Deep, comprehensive cybersecurity risk data

Cons:

Innovation approach lacks concrete details on future customer benefits
Fewer supporting services and managed services offerings than competitors
Ratings dispute process lacks public detail on user-based correction model and audit processes
Reporting capabilities lag with need for improved visualization and customization
Customers want further enhancements to customizing reporting for mature programs

BlueVoyant - Strong Performers

Pros:

Risk Operations Center delivers market's most practical mechanisms for reducing vendor-related cybersecurity risk
Superior findings prioritization and remediation support capabilities
Depth and quality of supporting services with robust managed services
Strong actionability of findings raised by Risk Operations Center
Excellent remediation management support

Cons:

Roadmap lags peers with focus on improving services rather than core platform
Below-par vision focuses on service evolution rather than addressing future of CRR platform market
Minimal capabilities for external attack surface monitoring use cases
Variety, depth, and granularity of data collected lags other vendors
Higher than expected product leadership churn

Recorded Future - Strong Performers

Pros:

Compelling vision building on threat intelligence depth to differentiate use cases
Outstanding innovation approach strongly linked to customer needs
Unmatched depth of threat intelligence, vulnerability exploitation insights, and threat actor data
Enhanced attack surface monitoring capabilities
Strong approach to partnering and willingness to listen to customer feedback

Cons:

Late-2025 product merger limits capabilities with frequent toggling between products
Need for additional licensing to access some full data sets
Additional partner integrations needed to enable TPRM workflows
Pricing doesn't clearly specify which broader Recorded Future products are included
Limited partner ecosystem
Customers want more detail on how former products will complement each other

SecurityScorecard - Strong Performers

Pros:

Differentiated Trust Portal and public disclosures on ratings methodology
Excellent dispute resolution processes
Differentiated security performance analytics
Broad GRC, SIEM, and services partner ecosystem supporting flexible data deployment
Strong customer success team and partnership approach
Good integration capabilities

Cons:

Lags in findings prioritization, platform collaboration, and AI usage
Lack of integration between main SecurityScorecard platform and HyperComply reduces end-to-end remediation workflow effectiveness
Pricing limited to per-vendor expansion with less flexibility than peers
Vision and roadmap are clear but undifferentiated
Roadmap only aims to resolve functionality issues
Customers want improvements to licensing structures and communications on rating changes

UpGuard - Contenders

Pros:

Excellent simple pricing strategy allowing sustainable scaling for large supply chains
Outstanding third-party security assessment questionnaire workflow with intelligent AI
Modern, well-designed user interface that's clearer and easier to understand
Solid findings prioritization and remediation workflow
Strong value for money

Cons:

Below par roadmap with mostly incremental product improvements
Partner ecosystem lags in breadth and depth
Vision of cyber risk exposure platform lacks clarity and focus on use cases
Lags in ratings trust and transparency, data source acquisition and variety, and data quality
Less detailed public disclosures than most providers
Lags in range of out-of-the-box integrations
Customers want more country-specific regulatory questionnaire frameworks and program-level reporting

FAQs

Q: Which vendors are Leaders in 2026?

A: Bitsight, Panorays

Q: What does "Leader" mean in Forrester Wave terms?

A: Leaders in the Forrester Wave for Cybersecurity Risk Ratings Platforms demonstrate strong current offerings with comprehensive capabilities across ratings methodology, data quality, TPRM workflows, and remediation support. They combine this with clear strategic vision for how ratings data enables practical risk reduction, robust partner ecosystems with quality integrations, and innovation roadmaps that address market evolution toward actionable intelligence rather than just ratings scores. Leaders show excellence in multiple capability areas while maintaining solid performance across all evaluation criteria.

Q: How do I interpret a Forrester Wave?

A: https://www.forrester.com/policies/forrester-wave-methodology/

Report:

Top Vendor Products for Cybersecurity Risk Ratings Platforms in 2026

Cybersecurity Risk Ratings Platforms Vendor Product Comparisons 2026

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FAQs

Q: Which vendors are Leaders in 2026?

Q: What does "Leader" mean in Forrester Wave terms?

Q: How do I interpret a Forrester Wave?

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