NVIDIA Launches Alpamayo 2 Super: Open Reasoning Model for Autonomous Driving
NVIDIA Blog · rss · 2026-08-04
NVIDIA has announced the commercial availability of Alpamayo 2 Super, its open reasoning model designed for autonomous vehicles (AVs). Built on NVIDIA Cosmos 3 Super Reasoner and post-trained with reinforcement learning, the model targets rare, complex long-tail driving scenarios.
Key Highlights:
- Commercial Open Source: Released under the Linux Foundation’s permissive OpenMDW-1.1 license, allowing developers to fine-tune, create derivative models, and redistribute commercially.
- Benchmark-Leading: Ranks first on the LingoQA AV reasoning benchmark, significantly outperforming Qwen2.5-VL 72B, Gemini 2.5 Pro, and GPT-4o.
- Multitask Outputs: Generates trajectory planning, chain-of-causation traces, meta-actions, reasoning auto-labels, and visual question answering with 2D grounding.
- Full Stack Ecosystem: Pairs with AlpaSim (closed-loop simulation) and AlpaGym (RL training) to provide a complete cloud-to-car workflow.
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