May 4, 2026
Geely Auto Group used Auto China 2026 to reveal the EVA Cab, a purpose-built robotaxi prototype that runs on dual Nvidia Drive Thor-U chips at a combined 1,400 TOPS, supports a 43-sensor perception suite that includes 2160-line digital LiDAR, and ships with a face-to-face cabin layout that eliminates the driver seat entirely. The platform is described by Geely as mass-production-ready Level 4 and has already been validated through CaoCao Mobility pilots in Hangzhou and Suzhou. The first commercial fleet deployment is scheduled for 2027 through CaoCao Mobility, the ride-hailing arm Geely already operates in over 60 Chinese cities. Two additional fleet-deployment projects are in advanced negotiation, one with UAE partners and one with Saudi Arabia partners.
The reveal landed during the same Auto China 2026 cycle that opened with XPeng’s GX flagship on April 24, which XPeng marketed as China’s first factory-integrated L4 robotaxi prototype. Both claims are technically defensible because they apply to different vehicle categories. The XPeng GX is a six-seat AWD passenger SUV that ships with L4-grade hardware standard at the $58,000 base price. The Geely EVA Cab is a purpose-built robotaxi without driver controls, the same architectural class as Waymo’s I-PACE-replacement Zeekr Mix, Cruise’s Origin, and Tesla’s Cybercab. The two reveals together establish that L4 robotaxi platforms have become industrial table stakes for Chinese OEM flagship product within nine days of each other.
The Sunday May 3 closing-day coverage cluster picked up the EVA Cab as the headline reveal of Geely’s first direct exhibitor appearance at the Beijing show. Geely historically showcased through its sub-brands. Auto China 2026 is the first show where Geely Auto Group, Zeekr, Lynk & Co, and Geely Galaxy occupied a semi-dedicated unified pavilion under one roof, with the EVA Cab positioned as the centerpiece of the platform-level demonstration.
What’s in the Compute and Sensor Stack
The dual Nvidia Drive Thor-U chip selection is the most consequential difference between the EVA Cab and the XPeng GX. XPeng built its GX compute around four in-house Turing chips at 3,000 combined TOPS. Geely chose Nvidia’s flagship automotive silicon at 1,400 combined TOPS. The compute-headroom gap is roughly 2x in the GX’s favor. The deployment-readiness gap is the inverse. Nvidia Drive Thor-U is in production volume and qualified by multiple OEM customers. XPeng Turing is an in-house silicon design with one production-volume vehicle.
The 43-sensor perception suite on the EVA Cab includes a 2160-line digital LiDAR system, a resolution that exceeds Waymo’s current Driver platform configuration. Geely is also marketing what it calls a “quantum-level” electronic and electrical architecture, which is closer to a brand language than a technical specification. The actual E/E architecture is built around a centralized compute domain with redundant safety-critical signal paths, the same design pattern that underlies the GM Cruise Origin and the Zeekr Mix that Waymo is now operating in Phoenix and San Francisco.
The face-to-face cabin layout with sliding doors is the EVA Cab’s most visible departure from passenger-SUV-derived robotaxi conversions. The platform is engineered around the assumption that the vehicle will operate without a driver from the first day of deployment. There is no provision for retrofit human controls. The XPeng GX, by contrast, is built around the assumption that the L4 hardware will operate alongside the human driver until a regulatory approval triggers an over-the-air shift to unsupervised operation. Both architectures are valid bets on how L4 deployment will actually scale.
Why CaoCao Mobility Matters
The 2027 CaoCao Mobility deployment date is the cleanest answer to the question of when EVA Cab production volume converts to commercial revenue. CaoCao Mobility is Geely’s existing ride-hailing arm. The fleet is operational in over 60 Chinese cities and has roughly 950,000 cumulative drivers as of late 2025. The 2027 deployment plan is to phase EVA Cab vehicles into the existing CaoCao network rather than build a separate robotaxi service from zero. The deployment risk is concentrated in the L4 software certification cycle in China rather than in fleet operations or consumer-facing demand.
The UAE and Saudi Arabia partnership negotiations are the international second leg. Saudi Arabia’s NEOM project and Abu Dhabi’s smart-city initiatives are both publicly committed to robotaxi-fleet integration on a 2026 to 2028 timeline. The Khaleej Times closing-day cluster on Geely’s GCC strategy points to coordinated announcements on M9 SUV and EX5 EREV channels alongside the EVA Cab partnership negotiations. Geely is using the show wrap to position EVA Cab as the lead product for GCC market entry, with the consumer-vehicle lineup as the supporting cast.
What This Means for Western Robotaxi Platforms
Waymo, Cruise, and Tesla each operate distinct robotaxi platform architectures. Waymo runs the Zeekr Mix in current expansion deployment and is preparing the I-PACE replacement for next-generation rollout. Cruise operates the Bolt-derived Cruise AV and has the Origin in production hold. Tesla shipped the Cybercab to Miami for the May F1 weekend pop-up but has not converted any of its H1 2026 expansion-city commitments to operational service. The Geely EVA Cab is a fourth option in the same category, with the Nvidia Drive Thor-U compute decision making it the cleanest licensable platform of the four for Western fleet operators that prefer not to build their own silicon stack.
The structural question for the next 18 months is whether any Western fleet operator licenses the EVA Cab platform for non-Chinese deployment. The Saudi Arabia and UAE projects are the leading indicator. If Geely closes deployment commitments in either market on a 2026 timeline, the platform-licensing thesis converts from speculation to commercial pattern. If both deals slip into late 2027, the EVA Cab is a Chinese-domestic robotaxi platform with adjacent-market export potential rather than a global platform contender.
What’s Not Yet Public
Three EVA Cab specifications are not yet disclosed. The drivetrain architecture, battery capacity, and target consumer-facing fare are all open questions per the Auto China 2026 reveal materials. The CaoCao Mobility deployment cost per kilometer is the figure that will determine whether the platform competes with Waymo’s $1.50 per kilometer Phoenix benchmark or with the higher-cost driver-required ride-hailing baseline. Geely has not committed to a public number ahead of the 2027 deployment. The technology stack is fully disclosed. The economics are not.
The two-and-XPeng-makes-three Auto China 2026 robotaxi reveal cycle (Geely EVA Cab, XPeng GX, and the Yangwang U7 carrier) tells the same structural story from three angles. Chinese OEMs at the flagship product tier are no longer competing on horsepower or interior trim. They are competing on autonomous-driving compute and the deployment-timeline credibility that follows it. The 2027 CaoCao Mobility window is the next industrial test that will reveal which of the three claims survive contact with operating mileage.
