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Ranking February 2026

What are the top 10 autonomous ground vehicles (UGV) for military & defence companies in February 2026?

The RankmyAI Autonomous Ground Vehicles (UGV) For Military & Defence Ranking presents the top 10 AI tools from our Overall ranking in February 2026 focusing on autonomous ground vehicles (UGV) for military & defence.

Autonomous ground vehicles (UGVs) for military and defence are unmanned robotic systems designed to operate on land without a human driver onboard, using artificial intelligence to support navigation, perception, and mission execution. These systems are commonly applied in tasks such as reconnaissance, logistics support, explosive ordnance disposal, surveillance, and operations in hazardous or contested environments. AI capabilities in this domain typically include terrain mapping, obstacle detection and avoidance, autonomous path planning, and sensor fusion from cameras, lidar, radar, and other inputs. Depending on their design, UGVs may operate with full autonomy or in semi-autonomous modes where human operators provide oversight and mission-level control.

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 10 out of

L3Harris L3Harris Technologies delivers advanced defense, space and communications systems, including night-vision, autonomous electronic warfare and imaging solutions for mission-critical government and military operations worldwide.

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United States

BAE Systems BAE Systems offers advanced defense, aerospace, and security solutions, employing 85,800 people across 40 countries. The company specializes in cyber threat detection and flight control systems, investing significantly in skills and collaborating with local partners for economic development.

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United Kingdom

Kodiak Kodiak AI delivers an AI-powered autonomous driving platform for fleets, enabling driverless operations across trucking, defense, and industrial environments with integrated hardware, software, and connected services.

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United States

ARX Robotics ARX Robotics builds autonomous mobile robotics and software-defined systems for defense and logistics. Its products modernize legacy fleets, integrate with command systems, and improve combat readiness, resilience, surveillance, and cargo operations across demanding environments.

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Germany

Overland AI Overland AI provides autonomous ground vehicle technology for defense missions, combining off-road autonomy, multi-vehicle orchestration, and modular hardware to enable safe, mission-ready operations in harsh and GPS-denied environments.

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United States

FERNRIDE FERNRIDE provides an AI-powered ground autonomy platform for autonomous and human-assisted logistics vehicles. It helps automate yard shunting, container transport, and defense logistics to improve safety, efficiency, and sustainability across industrial and mixed-traffic environments.

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Germany

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Kongsberg maritime KONGSBERG is an international technology group delivering advanced software, systems, and industrial solutions for defence, maritime, aerospace, and digital operations. Its offerings improve safety, efficiency, and sustainability in complex, high-risk environments worldwide.

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Norway

Swarmbotics AI Swarmbotics AI builds autonomous ground robot swarms for military missions. Its products combine rugged UGV hardware, swarm autonomy, and command applications to support ISR, EW, logistics, and direct-action operations with one operator controlling multiple robots.

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United States

SteerAI SteerAI delivers autonomous driving systems, driverless off-road vehicles, and fleet orchestration software for defense and logistics operations, helping organizations deploy safer, more efficient autonomous fleets across complex terrains and hazardous missions.

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United Arab Emirates

Dropla Tech Dropla builds AI-powered robotic systems for autonomous demining and threat detection. Their platforms combine drones, ground vehicles, and multi-sensor data with proprietary AI to detect, map, and neutralize explosive threats in real time—even in GPS-denied or contested environments.

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Denmark

Rankings in Military Systems

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Disclaimer

The RankmyAI Autonomous Ground Vehicles (UGV) For Military & Defence 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 autonomous ground vehicles (UGV) for military & defence, 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).