Megvii vs Trax Retail

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

Megvii has raised more in total funding at $1.4B, compared to Trax Retail's $900M — a gap of $500M. Combined, the two companies have completed 6 known funding rounds.

Trax Retail leads with an Awaira Score of 84/100, while Megvii sits at 80/100. That 4-point gap reflects real differences in funding, scale, and traction — it's not a vanity metric.

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

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: 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.

Trax Retail got there first, launching in 2010 — that's 1 year of extra runway. Megvii didn't arrive until 2011. In AI, that kind of head start means more training data, deeper customer relationships, and a bigger talent moat.

Megvii has about 1000+ employees; Trax Retail has about 500-1000. A bigger team usually means more revenue or heavier VC backing, but in AI, small teams can build at massive scale.

Yes — they're direct rivals. Both Megvii and Trax Retail compete in Computer Vision, targeting many of the same buyers. If you're evaluating one, you should be looking at the other.