NVIDIA Blackwell Dominates First Real-World Agentic-AI Benchmark

Most AI benchmarks test single completions in isolation, missing the multi-step, stateful load of real agent systems. AgentPerf changes this by replaying actual agent trajectories, measuring sustained efficiency under realistic concurrent agent workloads. NVIDIA Blackwell's lead on this benchmark signals a shift toward real-world agent efficiency as the new battleground for AI infrastructure competition.