{"title":"Agilox vs Serve Robotics: Mobile robots & AMRs compared","url":"https://www.frontiertechintelligence.com/compare/agilox-vs-serve-robotics","comparison":"Serve Robotics ranks 53 on the Robotics 100 with a score of 82; Agilox ranks 80 with 79. Agilox is ahead on commercials. Serve Robotics is ahead on progress and firepower. Level on deployment, production, technology, positioning and leverage. Agilox is based in Vorchdorf, Austria, Serve Robotics in San Francisco, United States. Agilox is named in 0 signals and Serve Robotics in 64.","companies":[{"name":"Agilox","url":"https://www.frontiertechintelligence.com/companies/agilox","city":"Vorchdorf","country":"Austria","stage":null,"founded":null,"last_round":null,"positioning":"AGILOX is an Austrian developer and manufacturer of autonomous mobile robots and fleet software for pallet-based intralogistics and production logistics. On Jan-07-25 it announced the AGILOX OFL AMR for LogiMAT 2025, and company materials state that more than 1,600 AMRs were in operation; an AGILOX China company post reported the 2,000th AMR leaving the Austrian production line in Jul-25. Its distinguishing capability is infrastructure-free, decentralized X-SWARM operation demonstrated in customer production environments, although most scale and operating metrics remain company-sourced.","assessed_in":{"domain":"Robotics","list":"Robotics 100","rank":80,"score":79,"tier":"member","scores":{"gate_ne":["firepower"],"leverage":8,"position":8,"progress":8,"firepower":6,"commercial":6,"deployment":10,"production":8,"technology":8},"why":"Agilox builds and sells autonomous mobile robots, including the AGILOX OFL, for industrial logistics and material handling at customers such as BMW Group and MAHLE.","segment":"Mobile robots & AMRs","layer":"Systems"},"signals_total":0,"facts_total":13},{"name":"Serve Robotics","url":"https://www.frontiertechintelligence.com/companies/serve-robotics","city":"San Francisco","country":"United States","stage":null,"founded":null,"last_round":null,"positioning":"Serve is the most operationally scaled sidewalk delivery company in this batch and the clearest illustration of why deployment and commercial scores must be kept separate. It has deployed more than 2,000 Gen 3 robots across the US, reaching a population of roughly 3 million and supporting more than 4,000 restaurants, and expanded to 44 cities across 14 states after acquiring Diligent Robotics in Q1 2026, which took it indoors into hospital service robots. Revenue is nonetheless small: USD 3.2 million in Q2 2026, up 404 percent year over year but only 9 percent sequentially. The revenue mix is more interesting than the total, with advertising at nearly 50 percent of food delivery revenue and recurring revenue above 50 percent of total revenue. Then the setback: on 2026-08-06 Serve cut FY2026 revenue guidance to USD 9 to 10 million citing lower than expected Uber Eats delivery volume, alongside an opex guidance cut from USD 160 to 170 million down to USD 140 to 150 million. The stock fell roughly 15 percent and sits about 80 percent below its 2024 peak. Momentum scores 3 because the guidance cut and the loss of a founding channel offset genuine growth. Firepower is the counterweight at USD 240.4 million of cash and marketable securities.","assessed_in":{"domain":"Robotics","list":"Robotics 100","rank":53,"score":82,"tier":"member","scores":{"gate_ne":["firepower"],"leverage":8,"position":8,"progress":9,"firepower":8,"commercial":4,"deployment":10,"production":8,"technology":8},"why":"Serve Robotics develops and operates autonomous sidewalk delivery robots in U.S. neighborhoods and, through Diligent Robotics, Moxi hospital delivery robots.","segment":"Mobile robots & AMRs","layer":"Systems"},"signals_total":64,"facts_total":100}],"note":"Assessment by Frontier Tech Intelligence; facts and signals carry their sources."}