HK Listed Auto Companies, Data Rights Determine Market Cap!

The valuation split in the HK auto sector can no longer be explained by revenue scale alone. Voyah, Seres, Great Wall, GAC, and Chery have been trapped in single-digit PE ratios for years, while BYD, Li Auto, Leapmotor, XPeng, and NIO can steadily obtain tech-attribute valuation premiums, creating a significant gap in market cap size.

The essence of this pricing differentiation is the screening of discourse power in the intelligence era. It depends on whether auto companies can hold the proprietary rights to underlying intelligent driving technology and data iteration autonomy.

Auto Company Valuation Depends on Who Owns the Data

An important reference standard for HK valuation of new energy auto companies is whether they can seize the data ownership throughout the lifecycle, combined with brand tier, profit foundation, and expansion potential. The market thereby draws two valuation tracks.

Seres and Voyah are fully equipped with Huawei ADS intelligent driving systems. All data generated and the dominant rights during the driving process are included in the Huawei system to complete model iteration. The auto companies only hold basic vehicle condition data and maintenance-related information, unable to autonomously complete intelligent driving algorithm iteration based on driving scene data. Capital directly applies the valuation logic of industrial manufacturing enterprises to such cooperative projects, making it difficult for PE ratios to break upward.

BYD, Li Auto, XPeng, NIO, and Leapmotor have received the valuation dividend of the tech sector. The core confidence lies in controlling the entire data circulation chain themselves. Financial report content from these companies can verify that scene information collected during road tests and user daily driving data are all stored on their own servers. They can refine intelligent driving algorithms and iterate vehicle systems. Data assets will continue to thicken as delivery scales increase, and capital is willing to offer a premium for this long-term value.

Leapmotor's PE ratio breaks 40 times, placing it at a relatively high level among new forces. This pricing comes from the market's recognition of its tech attributes for the full-stack self-research system. Leapmotor holds an autonomous intelligent driving data closed loop, self-researched electrical/electronic architecture, and a core component cost reduction system, possessing a pure intelligent auto company attribute. Comparatively, BYD's valuation logic is a different set of logics. Relying on the absolute volume of vertical integration across the whole industry chain, it has built an operational foundation and profitability stability unmatched in the industry. BYD locks the market cap floor through scale barriers, while Leapmotor gains valuation elasticity through self-researched technology. The pricing systems of the two auto companies do not conflict with each other.

Great Wall and Chery's annual R&D investment can reach the level of billions. The fund volume is enough to support the construction of a self-researched intelligent driving team. Great Wall's internal incubation Haomo AI has autonomous driving R&D capabilities, but the group's main models mostly use third-party intelligent driving solutions, belonging to a strategic choice under multiple factors: Long-term self-research will continue to consume cash flow and affect current financial report profits, meanwhile auto companies also need to make up for shortcomings such as algorithm talent, massive road test data, and complete vehicle engineering adaptation; purchasing mature intelligent driving solutions externally can shorten vehicle model development cycles, control R&D expenditures on a phased basis, and quickly land high-level intelligent driving configurations.

Long-term reliance on third-party solutions externally makes it difficult for auto companies to autonomously accumulate high-level intelligent driving scene data, unable to independently complete intelligent driving system iteration and upgrades. The core revenue of software subscription services is mostly obtained by the technology provider. Auto companies will be mainly defined by the market as hardware complete vehicle manufacturers, and valuation upward expansion will have obvious ceilings.

HK Auto Companies Welcome Value Reshuffling

Fierce competition intensifies in the domestic auto market, going global has already become a benchmark for capital markets to judge auto companies' growth potential, but the approaches of stepping out of the national gate vary greatly. Investment costs, risk resistance capabilities, and industry barriers are not on the same level, and valuations and pricing given by capital will naturally not be general.

Domestic complete vehicle production followed by sea transport for foreign sales is the model with the lowest threshold for going global. In the first half of 2026, BYD's overseas sales accounted for about 43.6% of total sales. Part of this relied on domestic complete vehicle exports to complete, while another part was locally produced and delivered by self-built factories in Thailand and Brazil. The two models advance the global layout in parallel. Pure complete vehicle export business is highly dependent on international trade regulations. Tariffs and import access policy changes in target markets will directly compress product price competitiveness. Overseas revenue stability is easily disturbed by the external trade environment.

Leapmotor relies on a joint sales entity formed with Stellantis to reuse the partner's mature global dealership network to expand into overseas markets such as Europe; Li Auto officially entered the Central Asian market through official complete vehicle exports + local authorized dealer cooperation. Both belong to leveraging external mature channels to quickly complete overseas stocking. Auto companies do not need to make huge investments to build offline stores and after-sales systems themselves, allowing quick expansion of sales networks; vehicles are all completed in domestic manufacturing production, supply chains have not shifted outward. Tariffs and cost pressures brought by geopolitical trade will be directly transmitted to terminal selling prices. This cooperation model can accumulate overseas channel resources, user reputation, and localized service capabilities, building a market foundation at the business level, but cannot form overseas production and supply chain entity assets owned and controllable by the auto companies themselves.

Chinese auto companies completing self-built factory landing overseas, although heavy asset investment is large and return cycle is long, can bypass complete vehicle import tariffs and access restrictions, greatly weakening operational risks brought by international trade, and can seize production initiative in regional markets.

The barriers of different going global models are clearly distinct, and valuation weights in the capital market are divided accordingly. Complete vehicle sea transport export, third-party channel sales can stably contribute overseas sales. Long-term deep cultivation of a single region can also form a fixed market share and user base. But the two models' production capacity completely relies on domestic factories, constrained strongly by international trade policies, overall ability to resist external fluctuations is weak, and it is difficult to form an independent core second growth curve that can hedge against the domestic market cycle.

Channel cooperation is a prerequisite means for auto companies to cost-effectively probe overseas markets and build brand awareness, paving the market foundation for subsequent localization factory construction. If no long-term exclusive regional dealer agreement is signed, unable to lock in regional monopoly share, this model is difficult to build an exclusive industry barrier, and relying solely on channel sales is difficult to separately support long-term high-level valuation premiums.

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Currently, the valuation differentiation of auto companies has long gone beyond scale comparison, entering a new stage where core discourse power determines life and death. In the intelligent driving track, auto companies that yield data rights and rely on external solutions will be trapped in the low-premium layer of hardware manufacturing, with ceilings visible to the naked eye. Players persisting in full-stack self-research and data closed loops have the chance to walk out an independent trend.

The logic of the overseas competitive game is equally strict. Only by rooting in overseas entity production capacity can a second growth curve that resists the cycle be built. In short, technological autonomy determines the valuation ceiling, and overseas production capacity rooting determines the enterprise's long-term foundation. This is the pricing logic of this round of auto company reshuffling.