| Aspect | Guidewire HazardHub | CoreLogic hazard/mitigation scores | CAPE Analytics (property intelligence) |
|--------|---------------------|------------------------------------|----------------------------------------|
| Starting Price | Not publicly disclosed; requires vendor contact | Not publicly disclosed; varies by product and contract | Not publicly disclosed in publicly accessible materials |
| Primary use cases | Multi-peril hazard scores combined with property attributes; may integrate with Guidewire platform | Established hazard and mitigation scoring across multiple perils and property data offerings | Imagery- and AI-derived property attributes for underwriting and pricing enrichment |
| Key capabilities | Broad attribute catalog and per-property peril scores; features for factor-level explainability | Multiple peril-focused products and mitigation scoring; broad property data ecosystem | Computer-vision-based attributes (roof condition, defensible space, etc.) useful where imagery is available |
| Key considerations | Limited public third-party reviews; pricing is negotiated; confirm state regulatory support for rating use | Product breadth but may require multiple modules; requires assessment for insurance use cases | Coverage depends on imagery availability and recency; may need to be combined with other data sources |