Trax Retail vs Megvii

By valuation, Megvii is the larger company at $4B versus $2B — a 2x difference. Size can also be measured by team: Trax Retail employs 500-1000 people while Megvii has 1000+ employees.

Megvii has raised more in total funding at $1.4B, compared to Trax Retail's $900M — a gap of $500M.

Trax Retail holds the higher Awaira Score at 84/100, compared to Megvii's 80/100. The Awaira Score is a composite metric factoring in valuation, funding, stage, team size, and market presence — a 4-point gap that reflects meaningful differences in scale or traction.

Trax Retail was founded by Joel Bar-El in 2010. Megvii was founded by Yin Qi in 2011. Visit each company's profile on Awaira for a full founder biography.

Trax Retail: Trax Retail provides computer vision and AI analytics for physical retail shelf management, using in-store cameras and mobile image capture to analyse product placement, out-of-stock conditions, planogram compliance, and competitive share of shelf in real time, allowing consumer goods companies and retailers to optimise in-store execution across thousands of stores globally. The Singapore company processes billions of shelf images annually through its AI vision platform.\n\nThe company raised approximately $900 million in funding from investors including Softbank Vision Fund, Boyu Capital, and DC Thomson Ventures, reaching a valuation of approximately $2 billion. Trax serves major consumer packaged goods companies including Coca-Cola, Nestle, and P&G, as well as retailers in Europe, Asia, and the Americas that use the platform to measure and improve in-store execution quality. The platform connects field sales teams with real-time alerts about shelf conditions that require immediate corrective action.\n\nTrax competes in the retail AI and in-store analytics market against Focal Systems, Shelfgram, and Datasembly, as well as the retail analytics divisions of large data companies including Nielsen and IRI. Its global deployment scale across diverse retail formats and geographies, combined with AI models trained on billions of labelled shelf images, creates a data advantage that newer market entrants have not had sufficient deployment history to replicate. Consumer packaged goods companies represent a large budget segment for in-store execution measurement, where visibility into shelf conditions directly affects sales volumes. Megvii: Megvii develops computer vision AI systems under its Face++ brand, producing facial recognition, human body analysis, and object detection technologies deployed in financial services authentication, smart city surveillance, retail analytics, and industrial quality control across China and international markets. The Beijing company also develops AI chips for edge inference through its Megvii Hardware division, pursuing vertical integration from algorithms to hardware.\n\nThe company raised approximately $1.4 billion in private funding from investors including Alibaba Group, CITIC Private Equity, and Bank of China Group Investment, reaching a valuation of approximately $4 billion at peak private market pricing. Megvii filed for an IPO on the Hong Kong Stock Exchange but withdrew its application following placement on the US Entity List in 2019, which restricted its access to US technology suppliers. The company continues to operate as a private company with revenues from government and enterprise deployments in China.\n\nMegvii competes with SenseTime, Hikvision, and Dahua in the Chinese computer vision and surveillance AI market, with all four companies facing US Entity List restrictions due to involvement in facial recognition deployments cited for human rights concerns. Domestically, Megvii holds significant market share in facial recognition-based access control, financial authentication, and city management applications. The company research division maintains a strong publication record and has released open-source models including the MegEngine deep learning framework.

Trax Retail was founded first in 2010, giving it 1 year of additional market experience. Megvii was founded later in 2011. In AI, even a year or two of head start can translate into significantly more training data, customer relationships, and institutional knowledge.

Trax Retail has approximately 500-1000 employees, while Megvii has approximately 1000+. A larger team often signals higher revenue or venture backing, but in AI, smaller teams are increasingly capable of building at scale.

Yes, Trax Retail and Megvii are direct competitors — both operate in the Computer Vision space and likely target overlapping customer segments. This comparison is especially relevant for buyers evaluating both platforms.