On October 16, 2026, NVIDIA announced the expansion of its strategic partnership with Mercedes-Benz AG to develop next-generation driver assistance and automated driving systems. The expansion builds on already released solutions and is anchored by two models: the all-new CLA and the new S-Class.
The CLA began its rollout in 2026 with NVIDIA DRIVE AV software. In the U.S., it offers what the companies call Level 2++ – including advanced point-to-point assistance. The S-Class aims higher: it features an L4-ready architecture based on NVIDIA Hyperion and a full-stack DRIVE AV L4. Level 4 is the stage where the car drives itself under certain conditions. The key word in the S-Class description is "ready": the hardware and software base is prepared, opening the potential for robotaxis, but not promising them today. This direction has a named partner: potential robotaxi applications are mentioned in collaboration with Uber.
NVIDIA's contribution is not limited to chips: the company provides the Alpamayo family of open AI models, simulation tools, and reserved safety architectures. All of this is integrated into MB.OS – the Mercedes-Benz operating platform. These developments are described as a major step for the platform and for advancing Mercedes towards software-defined vehicles: cars whose functions live in code, allowing them to be improved over the air through downloads.
The Mercedes-Benz and NVIDIA partnership dates back to 2020–2021, when the focus was on AI-based ADAS software. However, Mercedes is not putting all its eggs in one basket: the company is simultaneously working with Momenta and Wayve.
Research suggests that the collaboration could help Mercedes increase its market share by strengthening its position in safety and AI integration. The emphasis on redundancy, safety mechanisms, and continuous updates aligns with evolving global regulatory standards.
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