NVIDIA published the first on-silicon benchmark metrics for its Vera Rubin architecture on long-horizon agent workloads, demonstrating up to 30x throughput per megawatt and 35x lower token cost versus GB300 NVL72.

Key Takeaways

  • βœ“Inference benchmarks rebased from short chat to multi-step agent coding workloads with deep context expansion;
  • βœ“Benchmarked against DeepSeek V4 Pro on SemiAnalysis AgentX real coding traces as the reference workload;
  • βœ“Delivers up to 30x throughput per megawatt and 35x lower token cost compared to GB300 NVL72.
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