{"title":"Cognex vs Mech-Mind: Vision & 3D perception compared","url":"https://www.frontiertechintelligence.com/compare/cognex-vs-mech-mind","comparison":"Cognex ranks 23 on the Robotics 100 with a score of 87; Mech-Mind ranks 78 with 80. Cognex is ahead on production, commercials, progress and firepower. Level on deployment, technology, positioning and leverage. Cognex is based in Natick, United States, Mech-Mind in Beijing, China. Cognex: Established. Mech-Mind: public. Cognex is named in 15 signals and Mech-Mind in 2.","companies":[{"name":"Cognex","url":"https://www.frontiertechintelligence.com/companies/cognex","city":"Natick","country":"United States","stage":"Established","founded":null,"last_round":null,"positioning":"Cognex is a US machine-vision leader (FY26 guidance $1.13-1.15B, up from $994M in FY25; Q2-26 record revenue of $291M, +17%) whose AI-powered In-Sight 6900 (on NVIDIA Jetson) and 3900 (on Qualcomm Dragonwing) launched in 2026. It posted eight consecutive quarters of margin expansion, made its OneVision AI platform generally available (May 2026), and divested its Japan trading business, holding $622M cash with no debt. Growth is double-digit across logistics, electronics, semiconductor, and automotive.","assessed_in":{"domain":"Robotics","list":"Robotics 100","rank":23,"score":87,"tier":"member","scores":{"gate_ne":["technology","firepower"],"leverage":8,"position":8,"progress":9,"firepower":8,"commercial":10,"deployment":10,"production":10,"technology":8},"why":"Cognex supplies machine-vision cameras and inspection systems for robot guidance and production quality control, including the In-Sight 3900 with embedded AI inspection.","segment":"Vision & 3D perception","layer":"Sensing"},"signals_total":15,"facts_total":7},{"name":"Mech-Mind","url":"https://www.frontiertechintelligence.com/companies/mech-mind","city":"Beijing","country":"China","stage":"public","founded":null,"last_round":null,"positioning":"Mech-Mind is a Chinese 3D-vision leader serving 50+ countries with a full stack (Mech-Eye industrial 3D cameras, Mech-Vision, Mech-DLK deep learning, and code-free Mech-Viz) for bin picking, machine tending, palletizing, and assembly. Its western integration surface is real, listed on the Universal Robots marketplace and the igus rbtx network and an A3 member, with 2025-26 materials emphasizing reflective and dark-object capture. Revenue, funding or IPO status, and its US posture are the open questions.","assessed_in":{"domain":"Robotics","list":"Robotics 100","rank":78,"score":80,"tier":"member","scores":{"leverage":8,"position":8,"progress":8,"firepower":6,"commercial":8,"deployment":10,"production":8,"technology":8},"why":"Mech-Mind develops and sells industrial 3D vision cameras and perception software that allow robots to identify, locate and inspect objects in complex manufacturing environments.","segment":"Vision & 3D perception","layer":"Sensing"},"signals_total":2,"facts_total":13}],"note":"Assessment by Frontier Tech Intelligence; facts and signals carry their sources."}