Ranking December 2025
Crop monitoring

The RankmyAI Crop Monitoring Ranking presents the top 11 AI tools from our Overall ranking focusing on crop monitoring.

 

AI tools for crop monitoring are used to assess plant health, track growth patterns, and detect issues such as pest infestations or nutrient deficiencies. These tools typically leverage satellite imagery, drone footage, computer vision, and machine learning algorithms to provide actionable insights for farmers and agricultural professionals. Applications range from large-scale precision agriculture to localized greenhouse monitoring, helping optimize yields and resource usage.

 

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
110
1
FJ Dynamics Technology Academy FJDynamics builds practical, affordable robotics and positioning solutions for precision agriculture, digital construction, landscaping, and surveying. Its portfolio includes tractor autosteering and guidance, LiDAR scanners, GNSS RTK systems with visual/AR enhancements, machine control for excavators, dozers, and graders, as well as robotic lawn mowers and farm management software. Designed for global use, these systems aim to boost accuracy, efficiency, and safety while simplifying deployment with ISOBUS compatibility and plug‑and‑play accessories.
paid
Singapore
2
Semios Semios provides integrated on-farm solutions for specialty crops, combining IoT-based climate, pest, disease, frost, irrigation, and plant stress monitoring with hands-off installation and local expert support. Growers gain real-time insights, automated control options, and reporting tools to optimize yield and reduce labor.
unknown
Canada
3
Taranis Taranis is an AI-powered crop intelligence platform delivering leaf-level insights to advisors and growers. Using drone-captured, sub-millimeter imagery and a large agronomic dataset, it detects weeds, disease, insects, nutrient issues, and field health to prioritize actions and validate recommendations. Full-service, year-round coverage and the Ag Assistant generative AI engine help teams scout more acres, act faster, and improve profitability.
unknown
United States
4
Plantix
unknown
Germany
+4
5
Arable Arable provides a hardware-enabled platform for agricultural water stewardship. Using in-field sensors (Arable Mark), soil moisture probes, and agronomic models, the platform delivers real-time insights to optimize irrigation, quantify water savings, and manage weather-related risks. Enterprises and growers gain scalable tools, reporting, and APIs to drive watershed health and productivity.
unknown
United States
-1
6
Sencrop Sencrop offers an agriculture-focused weather platform that combines a dense network of connected on-farm weather stations with an intuitive web and mobile app. Farmers and advisors access ultra-local data—rainfall, wind, temperature, humidity, leaf wetness, soil moisture, and solar radiation—along with forecasts, alerts, and decision aids for frost protection, irrigation scheduling, and disease risk management.
paid
France
7
Cropin Cropin is an AI-first agriculture cloud platform that digitizes farms and field operations, unifies agridata, and delivers predictive intelligence for sourcing, sustainability, and resilience. Its product suite—Cropin Apps, Data Hub, and Intelligence (including GenAI-based Cropin Sage)—provides farm-to-fork traceability, yield and crop health insights, regional climate intelligence, and compliance support such as EUDR. The platform integrates satellites, IoT, drones, and weather data to help enterprises and governments improve productivity, manage risk, and ensure sustainable, traceable supply chains.
unknown
India
8
Ceres Imaging Ceres AI provides AI-driven agronomic intelligence for enterprises, insurers, and lenders. Using aerial/remote imagery and plant-level data, it models yield, monitors farm practices, quantifies climate risk, and generates sustainability scorecards to guide investment and operational decisions.
paid
United States
+1
9
EarthDaily Analytics EarthDaily Analytics offers Earth observation data and analytics, leveraging advanced AI and big data tools through the EarthDaily Constellation, providing daily, comprehensive data coverage for global decision-makers.
unknown
Canada
+1
10
AgEagle EagleNXT delivers an integrated suite of fixed-wing drones (eBee series), high-resolution multispectral and RGB sensors (MicaSense series), and software for flight control and program management. The platform supports precise aerial mapping, surveying, environmental monitoring, and public safety missions, including real-time situational awareness with eBee VISION. Customers can plan flights, capture high-quality imagery, and process data at scale, with training services and global support.
unknown
Switzerland
-5
11
CropX CropX is a complete digital agronomy platform combining precision hardware and farm management software. It unifies soil-to-sky data from sensors, weather, ET, satellites, and machines to generate actionable recommendations for irrigation, disease control, nutrition, and effluent management. The platform simplifies multi-farm operations, connects diverse IoT devices, and streamlines tracking and reporting to enhance yields, profitability, and sustainability.
unknown
United States
12
Sentera FieldAgent Sentera provides precision agriculture solutions that turn high-resolution aerial and sensor data into actionable, plant-level insights. With multispectral sensors, cameras, and agronomic analytics, it enables farmers and ag retailers to make timely, informed decisions that improve yields, efficiency, and sustainability.
unknown
United States
+1
13
Orbem Orbem’s Genus platform brings AI-powered, accelerated MRI to industrial settings, enabling fast, safe, and accurate scanning, classification, and sorting of eggs, nuts, seeds, and other samples. By turning MRI into a practical, high-throughput solution, Orbem helps reduce waste, optimize production, and create new value streams across poultry, agriculture, and food processing.
unknown
Germany
-1
14
Hydrosat Hydrosat delivers satellite-driven irrigation and crop management solutions using high-resolution thermal infrared data and proprietary algorithms. Its subscription packages provide field- and regional-level analytics for water productivity, irrigation planning, and compliance monitoring, accessible through a web portal, mobile app, and API.
unknown
United States
15
Ursa
unknown
United States
16
EOSDA EOS Data Analytics (EOSDA) provides satellite-powered platforms for agriculture and forestry, including EOSDA Crop Monitoring and EOSDA LandViewer. The company aggregates multi-source imagery, delivers analytics like NDVI, crop classification, yield prediction, soil moisture, and deforestation monitoring, and offers APIs and white-label options to integrate satellite insights into enterprise workflows.
unknown
United States
+1
17
OneSoil OneSoil is a digital agriculture platform offering mobile and web tools to monitor crops, analyze vegetation indices like NDVI, and apply precision farming practices. Users can detect field boundaries, scout with photos and notes, view weather forecasts, and create variable-rate prescriptions to optimize seed and fertilizer use.
paid
Switzerland
+2
18
Aerobotics Aerobotics provides AI-powered tools that turn smartphone and drone imagery into precise fruit size, color, and quality metrics, enabling early-season yield forecasts and postharvest grading. The TrueFruit suite—Size, Grade, and Bin Scan—centralizes data for better planning and higher packouts.
paid
South Africa
-2
19
EAVISION EaVision (Hangzhou JIMU Intelligent Control Technology Co., Ltd.) delivers precision agriculture robotics, including agricultural drones and unmanned ground vehicles powered by its eaVision stereo vision, UniCV perception algorithms, UniRoute path planning, UniCom communications, and eaPro control platform. The system supports complex terrain, multiple crop types, and tasks like precision spraying and detasseling detection, managed via the EAMobile app and service ecosystem.
unknown
China
-1
20
Pix4D Pix4D delivers professional photogrammetry software and cloud services that transform drone and terrestrial imagery into accurate maps, 3D models, and measurements. The portfolio includes PIX4Dmatic for next‑generation processing, PIX4Dmapper for established workflows, PIX4Dsurvey for CAD-ready outputs, PIX4Dfields for agriculture, PIX4Dreact for rapid mapping, PIX4Dcatch with RTK for mobile terrestrial scanning, and PIX4Dcloud for sharing and progress tracking. Enterprises can scale via PIX4Dengine SDK and managed services.
paid
Switzerland
+1
21
Farmonaut Farmonaut delivers satellite-powered smart insights for agriculture, mining, carbon monitoring, wildfire alerts, product traceability, and fleet management. Through AI, remote sensing, and APIs, it enables real-time monitoring of crops and assets, carbon MRV, mineral prospectivity mapping, and transparent supply chains, helping organizations cut costs, reduce risk, and drive sustainable outcomes.
paid
India
-1
22
WEENAT Weenat delivers smart agro-weather data across field to territory scale. Its French-made connected sensors, pro-grade weather API, and mobile app give farmers and agri stakeholders real-time and historical insights on weather, soil moisture, and crop conditions. With tools for irrigation control, frost risk anticipation, mapping, and agro-climate projections, Weenat helps optimize resources, improve operations, and adapt to climate change across Europe.
paid
France
23
FarmDroid FarmDroid FD20 is an AI enabled, fully autonomous field robot for precision seeding and mechanical weeding. Powered by solar energy and RTK GPS, it operates CO₂ neutrally, reduces herbicide use, supports many crops, and automates fieldwork with minimal soil impact.
paid
Denmark
24
AGCO International AGCO Corporation is a global leader in agricultural machinery and precision technology. Through brands like Fendt, Massey Ferguson, PTx, Valtra, Precision Planting, and more, AGCO delivers tractors, harvesting equipment, implements, engines, and digital precision agriculture solutions. Its Farmer-First strategy focuses on improving productivity, sustainability, and the customer experience across mixed fleets, supported by aftermarket services, financing, and global dealer networks.
paid
United States
+1
25
Climate FieldView Climate FieldView is a digital farming solution that connects to farm equipment via the FieldView Drive hardware to collect, visualize, and analyze field data in real time. Farmers can scout fields remotely, build seed and input prescriptions, integrate with a broad range of equipment, and securely share data with trusted partners to optimize yield and profitability.
paid
United States
-1
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Disclaimer

The RankmyAI Crop Monitoring 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 crop monitoring, 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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