Ranking April 2026
What are the top 25 climate & weather analysis tools in April 2026?

The RankmyAI Climate & Weather Analysis Ranking presents the top 25 AI tools from our Overall ranking in April 2026 focusing on AI climate & weather analysis.

 

AI climate change tools are designed to analyze and predict climate and weather patterns using vast amounts of meteorological data. By utilizing machine learning models, they process historical and real-time information to provide insights into weather forecasts, climate trends, and environmental changes. Professionals and organizations in fields such as agriculture, disaster management, and urban planning use AI weather forecast tools to make data-driven decisions, enhance resource management, and mitigate potential risks associated with weather fluctuations.

 

The green up and red down arrows indicate how many positions a tool has increased or decreased compared to the previous month's ranking. A grey dash means the tool's position has remained unchanged.

Top 25 out of
28
1
Tomorrow IO Tomorrow.io provides an AI-powered weather intelligence platform combining proprietary satellite data, hyperlocal forecasts, and industry-specific agents to help organizations predict disruptions, improve safety, and optimize operations. It also offers APIs, widgets, and consumer weather apps for real-time weather decisioning.
paid
United States
2
Ororatech OroraTech specializes in leveraging satellite data for precise wildfire detection and environmental monitoring, providing insights that assist in risk assessment and decision-making for asset protection and sustainability.
paid
Germany
3
Sphera Sphera is an enterprise-grade sustainability and operational risk management provider that combines the SpheraCloud software platform, industry-standard environmental and risk datasets, and expert consulting services. Organizations use Sphera to manage Environment, Health, Safety & Sustainability (EHS&S), product stewardship, life cycle assessment, process safety, supply chain risk, and corporate sustainability reporting. With managed LCA content, emissions and environmental accounting tools, and AI-driven analytics, Sphera helps companies measure their impacts, comply with regulations, reduce risk, and advance toward net-zero and broader ESG goals across operations, products, and supply chains.
unknown
United States
4
Jua Jua employs cutting-edge AI technology to offer precise weather predictions, aiding energy trading with high accuracy and reliability. Its large physics model harnesses proprietary data for unparalleled insights.
paid
Switzerland
5
Climate X Climate X is a climate risk intelligence company providing enterprise-grade tools that help financial institutions and real estate investors understand, quantify, and manage the financial impacts of physical climate change. Its Spectra platform translates climate hazards into asset- and portfolio-level loss metrics, enabling stress tests, regulatory-aligned reporting, and integration with existing portfolio management workflows. Adapt is a first-of-its-kind solution for quantifying capital expenditure and return on investment for adaptation measures, helping organizations finance and prioritize climate resilience projects. Carta delivers global asset-level coverage across millions of public and private companies, revealing climate risk exposure and opportunities beyond traditional datasets. Together, these solutions support banks, insurers, asset managers, and real estate firms in turning climate risk into a competitive advantage by informing underwriting, pricing, portfolio strategy, and long-term resilience planning.
unknown
United Kingdom
6
Constellr constellr measures temperature, water, and carbon from space, enhancing resource accountability for agriculture, environmental, and industrial monitoring with high precision thermal infrared remote sensing technology.
paid
Germany
+1
7
Precipitation Precip offers hyper-local rainfall detection and historical weather data with high precision, enabling efficient decision-making for businesses and developers.
unknown
United States
-1
8
Greater Than Greater Than provides AI-powered solutions for insurance profitability, GPS data optimization, and driver risk management, helping organizations reduce transport emissions and road crash rates. Its predictive insights enable effective ESG reporting and risk control.
paid
Sweden
+2
9
Maritime Robotics Maritime Robotics builds autonomous navigation systems and sea drones for safer, more sustainable maritime operations. Its technology supports mapping, surveillance, inspection, transportation, and ocean data collection through uncrewed surface vessels and autonomy software designed for real-world marine environments.
paid
Norway
10
Wolkus HQ Fasal, by Wolkus Technology Solutions, provides an agri-IoT platform with irrigation and fertigation automation, soil moisture monitoring, and mobile advisories. Farmers can control pumps and valves from a phone, receive disease and pest predictions, and optimize water and fertilizer use to increase yields and reduce inputs.
paid
India
-2
11
Agrio Agrio is an app that uses AI algorithms to provide crop disease and pest alerts, enabling farmers to take preventative actions. It includes features like satellite imagery analysis and hyperlocal weather forecasts to support precision agriculture practices.
unknown
Italy
12
HelioCloud SmartHelio uses AI-driven predictive analytics to enhance solar PV performance by diagnosing failures and optimizing efficiency, providing actionable insights for improved operational and financial outcomes.
paid
Switzerland
13
Ocius Ocius operates BLUEBOTTLE USVs, superior in power, payload, performance, and logistics. These Uncrewed Surface Vessels offer persistent capabilities for varied operational requirements in marine environments.
paid
Australia
14
Ignitia
paid
Sweden
+1
15
Whiffle Whiffle develops high-resolution weather forecasting and simulation technology using physics-based models. Its platform delivers hyperlocal predictions and wind resource insights by modeling atmospheric conditions with large eddy simulation and high-performance computing.
paid
Netherlands
-1
16
Latitudo40 Latitudo provides a geospatial intelligence platform that turns high-resolution satellite and sensor data into actionable climate and ESG insights. Its products—EarthDataInsight, EarthDataPlace, Envirosensing, and LAURA—support urban planning, climate resilience, agriculture, and insurance by offering heat mapping, vegetation monitoring, deforestation compliance, risk modeling, and decision-support simulations.
unknown
Italy
+1
17
AutoNaut AutoNaut develops wave-propelled Uncrewed Surface Vessels (USVs) for extended offshore data collection. Their vessels support industries such as oil, gas, offshore renewables, defense, and academia by providing long-duration, remote data acquisition capabilities.
paid
United Kingdom
-1
18
Intensel Limited Intensel is an AI-powered extreme weather risk intelligence platform that quantifies the financial and operational impacts of floods, rainfall, storm surges, wildfires, and typhoons. It offers portfolio and asset-level assessments, future climate scenarios, adaptation-adjusted modeling, and disclosure-ready reporting to support risk management, underwriting, supply chain resilience, and capital allocation.
unknown
Hong Kong
+6
19
AGVOLUTION Agvolution GmbH offers advanced AI-driven analytics and IoT integrations to optimize plant growth and resource usage, facilitating efficient management of complex ecosystems and enhancing agricultural productivity.
paid
Germany
20
Kan Territory & IT KAN is a geointelligence-focused firm delivering solutions that transform organizational data into actionable insights. Their offerings span territorial intelligence, data governance programs, AI-driven analytics, and satellite imagery services to help clients understand, project, and visualize business and market data.
unknown
Argentina
+2
21
Lambdai Space LambdAI Space provides accessible, AI-driven Earth observation solutions that transform satellite imagery into actionable insights for climate impact tracking, natural resource monitoring, and asset oversight. Targeted use cases include insurance, agriculture, and financial services, enabling data-driven risk assessment, forecasting, and operational efficiency.
unknown
Singapore
-1
22
VISUAL VisualNACert is a Spanish agritech company that develops and implements cloud-based management software for sustainable crops. Its VISUAL platform digitizes millions of hectares, helping farmers and agribusinesses record and trace field activities, assess climate risks, optimize irrigation with AI-driven recommendations, manage agronomic tasks and costs, and comply with regulations such as digital field notebooks and sustainability reporting. By combining sensor data, satellite imagery, and climate information, VisualNACert enables data-driven decisions that improve productivity while supporting regenerative and sustainable agriculture.
unknown
Spain
-1
23
HexaFarms Hexafarms uses AI to optimize and control indoor farming environments, providing tools for yield forecasting, disease management, and pest detection, enabling farms to achieve optimal production results.
paid
Germany
24
BerecoLabs BerecoLabs is an Argentine innovation company leveraging Big Data, IoT, and AI to build practical solutions for smart cities, mobility, climate adaptation, energy, and agriculture. Their work spans mobile apps like AgroApp and Pampa Inteligente, serious games for urban planning, and analytics such as wind energy forecasting and urban heat island analysis. They collaborate with universities, companies, and public agencies, offering consulting and tailored projects to help organizations learn from data and manage complex real-world systems.
unknown
Argentina

Not Available

25
FortyGuard FortyGuard delivers urban temperature intelligence through a real-time dashboard and APIs, using Large Temperature Models and high-resolution heat mapping (tCMap). The platform provides meter-level precision, predictive insights, and actionable analytics for cities and enterprises to manage heat risks, plan infrastructure, enhance ESG outcomes, and protect public health—fast, accurately, and affordably.
unknown
United States
-7
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Disclaimer

The RankmyAI Climate & Weather Analysis Ranking is derived from our Overall ranking, which measures the popularity of AI tools based on three key metrics: website traffic, reviews, and investments. The Overall ranking is calculated as the weighted average of the individual rankings for each of these metrics (for more details, see our Methodology page).

Not all AI tools in this ranking are exclusively focused on AI climate & weather analysis, as AI tools and companies often provide multiple services beyond this specific application. This ranking does not assess or indicate the quality, effectiveness, or reliability of the listed AI tools. It is solely based on popularity metrics and should not be interpreted as an endorsement or evaluation of their performance.

You are free to use and distribute our ranking, provided that RankmyAI is properly cited as the source (see our Copyright page).

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