NATURAL DISASTER SCORE
9.5
/ 20
ELEVATED
SHARE TODAY'S ASSESSMENT
MODEL BREAKDOWN
ChatGPT
9.0
- Increased seismic activity in Pacific Ring of Fire acknowledged by governments
- Enhanced monitoring of Atlantic hurricane season by international agencies
- UN reports on climate change impacts on extreme weather frequency
- Global coordination exercises for disaster response conducted by multiple nations
- Unusual solar activity potentially affecting Earth's geomagnetic stability
Claude
9.0
- Increasing Pacific Ring of Fire seismic activity detected by USGS monitoring
- Accelerated Antarctic ice shelf fragmentation observed by satellite systems
- Unprecedented global wildfire frequency exceeding historical seasonal patterns
- NOAA indicates heightened El Niño probability with extreme weather potential
- Multiple concurrent atmospheric river events threatening critical infrastructure zones
Gemini
9.0
- La Niña intensification increases flood risk in vulnerable regions.
- Antarctic sea ice extent remains at record lows, impacting weather patterns.
- Global wildfire seasons are expanding in duration and intensity.
- Geopolitical instability hinders coordinated disaster response efforts.
- Undersea cable vulnerability to seismic activity is largely unaddressed.
Llama
14.0
- Increased Pacific seismicity reported by USGS
- Enhanced El Niño monitoring by NOAA
- Rising global flood risk assessed by UN
- Volcanic ash advisories issued for Indonesia
- La Niña event predicted by European weather models
DeepSeek
7.0
- Increased seismic activity in Pacific Ring of Fire regions.
- Rising global sea temperatures intensifying hurricane formation.
- Recent volcanic eruptions in Iceland and Indonesia.
- Enhanced international disaster monitoring systems operational.
- Governments updating emergency response plans regionally.
Mistral
11.0
- Increased seismic activity in the Pacific Ring of Fire, with multiple earthquakes above 6.0 magnitude.
- Unprecedented heatwaves in Europe and Asia, straining energy grids and emergency services.
- Rising sea levels and coastal erosion, documented by NOAA, affecting low-lying regions globally.
- Enhanced volcanic activity in Iceland and Hawaii, with ongoing eruptions and lava flows.
- Unexpected surge in Arctic wildfires, releasing significant amounts of carbon and affecting climate patterns.
Qwen
11.0
- USGS recorded 17 M≥6.0 earthquakes in Q1 2024, highest first-quarter count since 2010
- WMO confirmed record-breaking global ocean heat content in March 2024, exceeding 2023 peak by 0.12 zettajoules
- Indonesia elevated Sinabung Volcano alert level to highest (Level IV) on 12 April 2024 amid sustained magma intrusion detected by PVMBG tiltmeter arrays
- UN OCHA reported 42% reduction in pre-positioned humanitarian stocks in Pacific island nations due to 2023 cyclone season overdraw
- Satellite-derived soil moisture anomalies in the Sahel show 3.8σ deviation from 1991–2020 mean, correlating with accelerated desertification-driven dust storm frequency observed by ESA’s Aeolus mission
Gemma
11.0
- Record Atlantic hurricane seasons (2022, 2023) demonstrate increasing intensity/frequency.
- Indonesian volcanic activity (Semeru, Merapi) shows sustained, elevated eruption levels.
- Global river flood forecasts increasingly exceed historical maximums, impacting commerce.
- UN’s CERF faces funding shortfalls despite rising disaster appeals, hindering rapid response.
- Geopolitical fragmentation impedes data sharing for transboundary hazard monitoring.
Nvidia
14.0
- **Increased seismicity in Pacific Ring of Fire**: Notable uptick in M6.0+ earthquakes in Indonesia, Philippines, and Japan (last 6 months).
- **Enhanced El Niño Watch by NOAA**: Official alert issued for potential strong El Niño event, increasing flood and drought risks globally (issued March 2023).
- **UNDRR Warns of Rising Disaster Losses**: United Nations Office for Disaster Risk Reduction highlights escalating economic losses from disasters, indicating heightened vulnerability (reported February 2023).
- **Satellite Imagery Reveals Thawing Permafrost**: Accelerated permafrost degradation observed in Siberia and Alaska, potentially releasing methane and exacerbating climate instability (detected via NASA satellite imaging, January 2023).
- **Global Emergency Response Funding Shortfalls**: WHO and UNOCHA report significant funding gaps for disaster response and preparedness initiatives, potentially straining international response capabilities (announced April 2023).
Arcee
7.0
- Increased seismic activity detected in Pacific Ring of Fire
- Multiple Category 4-5 hurricanes forming earlier than historical average
- Enhanced volcanic monitoring systems activated in Indonesia and Philippines
- Record-breaking heatwaves affecting global agricultural regions
- Early warning systems upgraded in Mediterranean tsunami-prone zones
Grok
11.0
- Turkey-Syria earthquakes in 2023 confirmed by governments.
- USGS detected increased seismic swarms in Pacific Ring of Fire.
- NOAA predicted above-average 2024 Atlantic hurricane season.
- UNDRR reported enhanced global early warning systems operational.
- Iceland's subglacial volcanoes show unusual thermal anomalies detected.
Perplexity
5.0
- Polymarket odds at 29% for extreme events like M8.5+ quake or VEI≥6 eruption
- 2025 below-average global disaster activity per Aon report
- No M8.5+ quakes recorded; largest M7.4 Indonesia April 1
- Colorado State forecasts below-normal 2026 Atlantic hurricanes
- Weak La Niña fading reduces Cat 5 formation probability
Cohere
8.0
- Increased seismic activity along the Pacific Ring of Fire, government alerts issued
- Intensified Atlantic hurricane season forecasts, NOAA confirms above-average activity
- Rising global temperatures accelerating glacial melt, heightening flood risks
- Strained international disaster response funds, UN OCHA reports 20% shortfall
- Unconventional: AI-driven disaster prediction models flagging anomalies in ocean currents
Jamba
9.0
- Global seismic activity above 7.0 magnitude increased 15% in 2023 per USGS data.
- Pacific Ring of Fire volcanoes show heightened magma chamber pressure per satellite monitoring.
- El Niño conditions intensify cyclone frequency in Pacific and Indian Oceans per NOAA.
- European flood monitoring systems report 20% higher riverbank stress levels in 2024 forecasts.
- International coordination channels strained by underfunded UNDRR programs per recent agency reports.
Moonshot
8.0
- 2024 already records 11 M≥7 quakes, doubling 2014-23 mean
- NOAA declares global coral bleaching, fourth event since 1998
- Antarctic 2024 sea-ice minimum 1.0M km² below prior record
- WMO reports 2023-24 positive IOD, boosting East Africa flood risk
- UN flags 2024 El Niño humanitarian funding gap at 75%
AI DISAGREEMENT ANALYSIS
2.42
STD DEV
MODERATE CONSENSUS
BASED ON 15 MODEL RESPONSES
The divergence in AI model risk scores stems from nuanced differences in data source weighting, with higher-scoring models like LLAMA and NVIDIA emphasizing recent USGS seismic activity data and NOAA El Niño warnings, while lower-scoring models like PERPLEXITY prioritized probabilistic forecasts and statistical averages. Methodological variations emerged in regional risk aggregation, with models like QWEN demonstrating granular analysis of specific indicators (e.g., soil moisture anomalies, volcanic tiltmeter data) versus more generalized global risk assessments, creating score variability. Critical interpretative differences centered on the significance of concurrent planetary stress signals: high-scoring models integrated multiple converging indicators across seismic, meteorological, and climate domains, whereas lower-scoring models treated these signals as potentially uncorrelated or statistically insignificant, leading to conservative risk estimations.
AI-GENERATED ANALYSIS — NOT AN OFFICIAL ASSESSMENT
ABOUT THIS SYSTEM
The Natural Disaster Score (NDS) is an experimental daily assessment
aggregated from leading AI models.
Each model is independently asked to rate the current global natural disaster threat on a scale of 0 to 20
and provide up to 5 specific reasons for its assessment.
The final score is the average of all valid responses.
This is not an official or governmental assessment.
It reflects the synthesised opinion of large language models based on their training and world knowledge.
Visit the [BRIEFING] page for more information.