DEPLOYDatabase

Answer

What competes with ULTRA?

The defense ugv models that compete with ULTRA from Overland AI, ranked by verified deployment count on the DEPLOY registry. ULTRA itself has 10 verified deployments.

#ModelMakerEnvironmentMaturityDeployments
1THeMISMilrem Roboticsoff_roadcommercial22
2TALONQinetiQoff_roadproduction20
3ROOKRoboteamproduction15
4MTGRRoboteamproduction14
5Mission Master SPRheinmetalloff_roadcommercial14
6PROBOTRoboteamoff_roadcommercial12
7CentaurTeledyne FLIRoff_roadresearch10
8MUTT (S-MET)General Dynamics Land Systemsoff_roadproduction10
9ROOKElbit Systemsoff_roadpilot9
10GEREON UGVARX Roboticsoff_roadcommercial7
11PackBot 525Teledyne FLIRoff_roadresearch7
12Ripsaw M5 (RCV)Textron Systemsoff_roadpilot7
13FenrisCrow Industriesproduction6
14THeMISMilrem Roboticsoff_roadproduction6
15TRXGeneral Dynamics Land Systemsoff_roadpilot6

Rebuilt every 15 minutes. Competitor set: same form_factor, reviewStatus=reviewed, top 15 by verified deployment count. This page only renders for models with at least 3 verified deployments and 3 same-segment peers; thinner models fall to a 404 rather than an empty ranking. See the full ULTRA record for specs, brains, incidents, and supply chain.