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As climate-related risks influence investment decisions, regulatory obligations, and day-to-day operations, organizations are turning to climate intelligence platforms to understand and manage their exposure. This comparison evaluates the world's leading climate risk platforms, highlighting their methodologies, hazard coverage, capabilities, and use cases to help organizations choose the right solution for their needs.
The climate risk platform landscape includes solutions ranging from specialized physical hazard assessment tools to comprehensive risk intelligence platforms. Key differentiators include hazard coverage, scientific methodology, regulatory alignment, resolution and coverage, and integration capabilities.
| Platform | Hazard Coverage | Key Strengths | Best For |
|---|---|---|---|
| Earthian Hub | 21 distinctive hazards | Interconnected risk understanding, inference-driven AI, multi-domain integration | Comprehensive risk intelligence across all dimensions |
| EarthScan (Mitiga) | 11 hazards | Regulatory reporting automation, CMIP6, Bayesian inference | CSRD/IFRS S2 disclosures, consultants |
| Jupiter Intelligence | 9 hazards | Financial stress testing, enterprise focus | Banking and insurance stress testing |
| Spectra (Climate X) | 10+ hazards | Map-based exploration, broad coverage | Asset reviews, scenario exploration |
| XDI | 11 hazards | Engineering-based, asset vulnerability focus | Infrastructure vulnerability assessment |
| RiskThinking.ai | 50+ hazard indicators | Modular tools, Climate Digital Twin engine | Flexible data delivery |
Earthian Hub is Earthian AI's integrated risk intelligence platform, designed to deliver comprehensive, inference-driven insights across climate, catastrophe, geopolitical, technology, and regulatory risk domains. The platform stands out with its 21 distinctive hazards coverage and interconnected risk understanding that recognizes how risks interact, compound, and cascade across systems.
Why Earthian Hub Leads
- â˘21 Distinctive Hazards: Comprehensive coverage including floods (riverine, coastal, flash), extreme heat and cold, wildfires, hurricanes, tornadoes, droughts, sea-level rise, storm surge, hail, extreme wind, landslides, subsidence, freeze-thaw cycles, and moreâplus transition and liability risks that other platforms don't address.
- â˘Interconnected Risk Understanding: Unlike platforms that focus solely on physical climate hazards, Earthian Hub integrates climate risks with geopolitical tensions (Geopolitics Axiom-0), technology vulnerabilities (Technology Tenet-0), and regulatory changes (Policy Evergreen-0) to understand how risks compound and cascade.
- â˘Inference-Driven AI: Powered by specialized small risk language models (Lucid Climate-0, NatCat Lighthouse-0) that reason about future scenarios, system dependencies, and emerging perils rather than simply extrapolating from historical data.
- â˘Multi-Domain Integration: Coordinates multiple specialized models through Earthian Hub to provide unified risk intelligence that accounts for how climate, catastrophe, geopolitical, technology, and regulatory risks interact.
- â˘Forward-Looking Assessment: Enables assessment of novel perils, non-stationary risks, compound events, and emerging threats where historical data is limitedâcapabilities that traditional statistical methods cannot provide.
- â˘Regulatory Compliance: Provides explainable, forward-looking assessments that support CSRD (ESRS E1), IFRS S2, TCFD, and other disclosure frameworks with transparent reasoning about risk inference.
Key Features
- ⢠21 distinctive physical, transition, and liability hazards
- ⢠Interconnected risk understanding across multiple domains
- ⢠Inference-driven AI for emerging risks
- ⢠Asset-level and portfolio-level analysis
- ⢠Explainable risk intelligence
- ⢠Regulatory compliance support
- ⢠Real-time risk monitoring
Use Cases
- ⢠Comprehensive risk intelligence across all dimensions
- ⢠Multi-domain risk assessment and management
- ⢠Emerging risk identification and assessment
- ⢠Regulatory compliance and disclosure
- ⢠Strategic risk management and planning
- ⢠Portfolio optimization and capital allocation
Best for: Organizations needing comprehensive risk intelligence that goes beyond physical climate hazards to understand how climate risks interact with geopolitical, technology, and regulatory dimensions. Ideal for financial institutions, insurers, asset managers, and organizations requiring forward-looking, inference-driven risk assessment for emerging perils and novel scenarios.
2. EarthScan by Mitiga Solutions
EarthScan is Mitiga Solutions' integrated climate intelligence platform, designed to deliver scientifically rigorous, assurance-ready insights at both asset and portfolio level. The platform combines CMIP6 global climate models, CORDEX regional downscaling, ERA5 reanalysis, and advanced machine learning techniques within a Bayesian framework, including Gaussian Process Regression (GPR) to fill data gaps and quantify uncertainty.
Key Features
- ⢠11 physical hazards (heat stress, flooding, wildfire, hail, extreme wind)
- ⢠CMIP6, CORDEX, ERA5, Bayesian inference
- ⢠Return periods: 2-100 years (up to 1,000 years for select perils)
- ⢠Uncertainty quantification: 5th, 50th, 95th percentiles
- ⢠500M+ pre-mapped assets
- ⢠Automated regulatory reporting (ESRS E1, IFRS S2, TCFD)
- ⢠Flexible pricing, no minimums
Best For
- ⢠Consultants and sustainability teams preparing disclosures
- ⢠Asset managers needing instant insights for due diligence
- ⢠Infrastructure operators seeking scalable analysis
- ⢠Organizations requiring automated regulatory reporting
3. Jupiter Intelligence (ClimateScore Global)
Jupiter's ClimateScore Global platform is positioned as a financial stress-testing solution for enterprise clients, particularly in banking and insurance. It models 9 hazards including flood, wind, heat, drought, and wildfire, using CMIP6 climate models, ERA5 reanalysis, and proprietary machine learning techniques.
Key Features
- ⢠9 hazards (flood, wind, heat, drought, wildfire)
- ⢠CMIP6 + ML, ERA5
- ⢠Return periods: 2-500 years (custom for key hazards)
- ⢠Financial metrics: OpEx, CapEx, revenue loss, credit risk
- ⢠High-resolution outputs (1-3 metres for custom projects)
- ⢠Enterprise contracts
Best For
- ⢠Enterprise clients needing financial stress testing
- ⢠Banking and insurance institutions
- ⢠Organizations requiring adaptation planning and ROI modeling
4. Spectra by Climate X
Spectra is a climate risk platform developed by Climate X, offering broad hazard coverage and scenario flexibility. It models hazards such as coastal and riverine flooding, subsidence, landslides, tropical cyclones, and storm surge, using CMIP5 climate models and remote sensing data.
Key Features
- ⢠10+ hazards (coastal/riverine flooding, subsidence, landslides, cyclones)
- ⢠CMIP5, remote sensing
- ⢠Fixed 100-year return period for all hazards
- ⢠~1.5B pre-mapped assets (mostly UK/EU/NA)
- ⢠Map-based exploration interface
- ⢠Enterprise packages
Best For
- ⢠Consultants conducting one-off asset reviews
- ⢠Teams exploring adaptation options
- ⢠Early-stage scenario analysis
5. XDI
XDI offers an engineering-based approach to climate risk analysis, focusing on asset vulnerability and hazard exposure. It models 11 hazards including freeze-thaw cycles, landslides, and cyclone surge, using deterministic methods based on CMIP5 and CMIP6 climate data.
Key Features
- ⢠11 hazards (freeze-thaw, landslides, cyclone surge)
- ⢠CMIP5 & CMIP6, engineering/deterministic methods
- ⢠High-resolution data (5-50 metres depending on hazard)
- ⢠Outputs: Failure Probability (FP%) and Maximum Value at Risk (MVAR%)
- ⢠~6M+ mapped assets
- ⢠TCFD, ISSB and EU Taxonomy-aligned
Best For
- ⢠Government and infrastructure clients
- ⢠Organizations focused on asset vulnerability
- ⢠Engineering-style risk metrics
6. RiskThinking.ai
RiskThinking.ai delivers climate risk analytics through a modular suite of tools: VELO App, VELO Data, and CDTexpress, built around its proprietary Climate Digital Twin⢠simulation engine. The platform offers projections across more than 50 climate hazard indicators.
Key Features
- ⢠50+ hazard indicators
- ⢠Climate Digital Twin⢠(CDT) engine, stochastic
- ⢠All return periods, from frequent to rare extremes
- ⢠~6M+ pre-mapped locations
- ⢠Modular tools (VELO App, VELO Data, CDTexpress)
- ⢠Volume-based pricing
Best For
- ⢠Users needing flexible data delivery
- ⢠Organizations requiring modular tool access
- ⢠Custom analytics and modeling
Comprehensive Hazard Coverage
With 21 distinctive hazards, Earthian Hub provides the most comprehensive coverage in the market, including physical, transition, and liability risks that other platforms don't address. This enables organizations to understand their full climate risk exposure.
Interconnected Risk Understanding
Unlike platforms that focus solely on physical climate hazards, Earthian Hub integrates climate risks with geopolitical, technology, and regulatory dimensions, understanding how risks compound and cascade across systems.
Inference-Driven AI
Earthian Hub uses inference-driven AI that reasons about future scenarios and emerging perils, rather than simply extrapolating from historical data. This enables assessment of novel risks and non-stationary patterns.
Multi-Domain Integration
The platform coordinates multiple specialized models (Lucid Climate-0, NatCat Lighthouse-0, Geopolitics Axiom-0, Technology Tenet-0, Policy Evergreen-0) to provide unified risk intelligence across all dimensions.
The right climate risk platform depends on your organization's specific needs, goals, and capabilities. Consider the following factors when evaluating platforms:
Hazard Coverage
Does the platform cover all hazards relevant to your assets and operations? Earthian Hub's 21 distinctive hazards provide the most comprehensive coverage, including risks other platforms don't address.
Risk Understanding
Do you need interconnected risk understanding across multiple domains, or focus solely on physical climate hazards? Earthian Hub provides the only platform that integrates climate, geopolitical, technology, and regulatory risks.
Regulatory Requirements
What regulatory frameworks must you comply with? Earthian Hub, EarthScan, and XDI support CSRD, IFRS S2, and TCFD, with EarthScan offering automated reporting.
Use Case Focus
Are you focused on disclosures, stress testing, asset reviews, or comprehensive risk management? Different platforms excel in different areas, with Earthian Hub providing the most comprehensive solution.