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

The RankmyAI Climate & Weather Analysis Ranking presents the top 25 AI tools from our Overall ranking in September 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
34
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
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
4
Sphera
Sphera is an operational intelligence platform unifying risk, safety, and sustainability into a single enterprise-wide view. It connects intelligence across operations, products, and supply chains, powered by Sphera AI and proprietary data, to strengthen resilience and drive performance.
unknown
United States
5
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
6
Climate X
Climate X provides climate risk analytics, quantifying physical risks from extreme weather events to support financial decision-making. The platform delivers location-specific risk scores and financial impact assessments, enabling organizations to evaluate asset-level exposure and enhance resilience strategies.
unknown
United Kingdom
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
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.
+1
paid
Sweden
9
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.
-1
unknown
United States
10
Floodbase Quote API
Floodbase develops AI flood models that map flooding before, during, and after events using satellite and sensor data, and offers a parametric platform for flood insurance. It also provides flood monitoring, risk analysis, event mapping, and parametric quoting and claims triggers for insurers and other organizations.
N/A
unknown
United States
11
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.
-1
paid
Norway
12
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.
-1
paid
India
13
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.
-1
unknown
Italy
14
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.
-1
paid
Switzerland
15
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.
-1
paid
Australia
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
17
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.
-2
paid
Netherlands
18
Prometheus
Neural Earth provides Prometheus, a decision intelligence platform that unifies environmental, property, infrastructure, and market data to assess physical risk for insurers and agencies. It also supports disaster planning and recovery with parcel-level records of structures and occupants.
N/A
unknown
United States
19
Vyzrd
Vyzrd makes the economic consequences of AI adoption, climate change, and energy security measurable across companies, markets, and economies. It also provides analysis that translates transition signals into financial and operational consequences.
N/A
unknown
Australia
20
BerecoLabs
BerecoLabs applies Big Data, IoT, and AI to analyze and manage complex systems in agriculture, smart cities, mobility, energy, and climate. It offers data-driven insights and solutions for real-world challenges.
-3
unknown
Argentina
21
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.
-3
unknown
Argentina
22
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.
-2
paid
Germany
23
ClimateGPT
ClimateGPT is a domain-specific large language model trained on academic and curated climate sources. It provides decision support by answering climate-related questions, synthesizing research, and generating insights about climate change impacts. The tool serves researchers, policymakers, and business leaders seeking robust climate information.
N/A
unknown
Netherlands
24
Ignitia
Ignitia is an AI-powered weather intelligence platform delivering physics-informed rainfall forecasts globally. It provides real-time storm alerts, 6-month outlooks, and 30+ years of historical data, achieving 93% rainfall accuracy without additional hardware.
N/A
paid
Sweden
25
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.
-6
paid
Germany
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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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